WO2022024234A1 - Design assistance device, design assistance system, design assistance method, and design assistance program - Google Patents

Design assistance device, design assistance system, design assistance method, and design assistance program Download PDF

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Publication number
WO2022024234A1
WO2022024234A1 PCT/JP2020/028956 JP2020028956W WO2022024234A1 WO 2022024234 A1 WO2022024234 A1 WO 2022024234A1 JP 2020028956 W JP2020028956 W JP 2020028956W WO 2022024234 A1 WO2022024234 A1 WO 2022024234A1
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Prior art keywords
cost
information
production
production equipment
index
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PCT/JP2020/028956
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French (fr)
Japanese (ja)
Inventor
隆臣 佐藤
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三菱電機株式会社
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Priority to PCT/JP2020/028956 priority Critical patent/WO2022024234A1/en
Publication of WO2022024234A1 publication Critical patent/WO2022024234A1/en

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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • G06Q10/06Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling

Definitions

  • This disclosure relates to a design support device, a design support system, a design support method, and a design support program.
  • the production operation simulation is a simulation in which a product is produced using a production facility.
  • the production operation simulation is appropriate for capital investment after calculating the internal rate of return (IRR, International Rate of Return) from the amount of electricity sold, revenue from electricity sold, fuel cost, and maintenance cost associated with equipment renewal of the power plant. It is used to evaluate sex.
  • IRR International Rate of Return
  • Patent Document 1 does not consider the cost corresponding to own capital and other people's capital when evaluating the economic efficiency of capital investment when making capital investment. Therefore, this technology has a problem that it can generate only insufficient judgment materials for making investment decisions from a long-term perspective.
  • the purpose of this disclosure is to consider the costs corresponding to equity capital and other people's capital when assessing the economics of capital investment when making capital investment.
  • the design support device is Corresponds to the forecast profit, which is the profit expected to be obtained by selling the products produced by the improved production equipment, which is the production equipment including the new production equipment, which is the production equipment planned to be newly added.
  • the evaluation index calculation unit that calculates the evaluation index, which is an index, The cost required to procure funds corresponding to the investment cost required to expand the new production facility, and the cost corresponding to both the capital of the person who expands the new production facility and the capital of others. It is provided with a determination unit that calculates a target index, which is an index corresponding to a certain fund raising cost, and determines that it is effective to add the new production facility when the evaluation index exceeds the target index.
  • the design support device includes an evaluation index calculation unit and a determination unit.
  • the evaluation index calculation unit calculates an evaluation index corresponding to the profit expected to be obtained by the production equipment including the new production equipment.
  • the judgment unit determines that it is effective to add new production equipment when the evaluation index exceeds the target index.
  • the target index is an index corresponding to the financing cost, which is the cost corresponding to both the capital of the person who expands the new production facility and the capital of others. Therefore, according to the design support device according to the present disclosure, when making a capital investment, the owner of the production equipment considers the cost corresponding to own capital and other people's capital when evaluating the economic efficiency of the capital investment. Can be done.
  • FIG. An example of the supply and demand past record information 452 according to the first embodiment.
  • An example of production planning information 458 according to the first embodiment An example of production planning information 458 according to the first embodiment.
  • the flowchart which shows the operation of the design support apparatus 4 which concerns on Embodiment 1.
  • FIG. 1 shows a configuration example of the design support system 90.
  • the design support system 90 includes one or more production facilities 1, a production control device 3, a design support device 4, and a display device 5. Each component of the design support system 90 is connected to any one or more components of the design support system 90.
  • Production equipment 1 is equipment that industrially produces products that can be sold.
  • the plurality of production facilities 1 may be different from each other.
  • the production equipment 1 is an industrial product manufacturing equipment or a power generation equipment.
  • the production control device 3 controls one or more production facilities 1 based on the output from the design support device 4.
  • the display device 5 displays the output from the design support device 4.
  • the display device 5 is an LCD (Liquid Crystal Display) display.
  • FIG. 2 shows a configuration example of the design support device 4 according to the present embodiment.
  • the design support device 4 includes a control unit 41, a storage 42, a memory 43, a communication unit 44, and an input unit 45.
  • the design support device 4 is also called a production process design support device.
  • the control unit 41 evaluates the economic efficiency of capital investment in consideration of the costs corresponding to equity capital and other people's capital.
  • Equity is the capital of the owner of production equipment 1.
  • the capital of others is the capital other than the owner of the production equipment 1.
  • the storage 42 is hardware for storing data and records the design support program 421.
  • the design support program 421 is also referred to as a production process design support program.
  • the design support program 421 is a program for realizing the functions of each part of the design support device 4 in a computer.
  • the functions of each part of the design support device 4 are realized by software.
  • the memory 43 stores data used by the control unit 41 for execution.
  • the communication unit 44 controls communication between the design support device 4 and other devices.
  • the input unit 45 is used to input information to the design support device 4.
  • FIG. 3 shows the details of the control unit 41 and the memory 43. The details of each part included in the design support device 4 will be described with reference to this figure.
  • the database is referred to as DB.
  • the control unit 41 includes a communication control unit 411, a demand forecast estimation unit 412, an investment cost calculation unit 413, a production planning planning unit 414, a production cost calculation unit 415, and an evaluation index calculation unit.
  • a 416 and a determination unit 417 are provided.
  • each unit included in the control unit 41 will be described.
  • the information used by each unit included in the control unit 41 will be basically described later.
  • the communication control unit 411 controls the communication between the design support device 4 and other devices and the communication between the control unit 41 and the memory 43.
  • the demand forecast estimation unit 412 estimates the forecast of the demand of the product. Specifically, the demand forecast estimation unit 412 generates supply target information 453 by using the demand forecast information 451 and the supply and demand past record information 452.
  • the supply target information 453 indicates a supply target related to the product. Unless otherwise specified, the product refers to the product produced by the production equipment 1.
  • the product may be an intangible product such as electricity.
  • the supply target for the product is, as a specific example, the target of the supply amount of the product or the parts constituting the product.
  • the demand forecast estimation unit 412 obtains future demand forecast information using the difference between the demand actual information and the past demand forecast information, and generates supply target information 453 based on the future demand forecast information.
  • the demand performance information shows the past demand performance of the product.
  • the past demand forecast information is information corresponding to the demand actual information and is information indicating the past demand forecast of the product.
  • the past demand forecast information shows the result of the sales forecast for each year.
  • Future demand forecast information indicates a forecast of future demand for a product.
  • the demand forecast estimation unit 412 may obtain past demand forecast information and future demand forecast information using a learning model. When the parameters of the learning model are updated, the demand forecast estimation unit 412 may update the past demand forecast information shown in the supply / demand past actual information 452 by the updated learning model.
  • the investment cost calculation unit 413 calculates the investment cost corresponding to the new production equipment by using the design information of the new production equipment and the design information of the construction for introducing the new production equipment.
  • the new production equipment is a production equipment that is planned to be newly added. As a specific example, the new production equipment is a part to be improved or enhanced, or a newly installed equipment when the existing equipment is improved or enhanced.
  • the new production facility may be a plan to add a plurality of production facilities 1. Production equipment with new production equipment added is called improved production equipment.
  • the improved production equipment is a production equipment including a new production equipment.
  • the investment cost calculation unit 413 generates investment cost information 457 using production equipment design information 454, construction design information 455, and cost item information 456, and the generated investment cost information 457 is used as investment cost. Store in database 437.
  • the production planning department 414 formulates a production plan.
  • the production plan is a plan to produce a product using at least one production facility 1.
  • the production planning unit 414 generates production planning information 458 using the supply target information 453, and stores the generated production planning information 458 in the production planning database 438.
  • the production cost calculation unit 415 receives the operation cost and the production plan, calculates the production cost using the production plan, and calculates the production operation cost using the production cost and the operation cost.
  • the operating cost is the cost required to operate the improved production equipment.
  • the production cost is the cost required to produce the product, excluding the investment cost.
  • a production plan indicates a plan to produce a product.
  • the production operation cost is the sum of the costs required for operating the improved production equipment and producing the product using the improved production equipment. However, the production operation cost does not include the investment cost for the improved production equipment.
  • the production operation cost is sometimes called the total manufacturing cost.
  • the production cost calculation unit 415 generates production operation cost information 460 using the production equipment design information 454, the cost item information 456, the production plan information 458, and the product design information 459, and the generated production.
  • the operation cost information 460 is stored in the production operation cost database 440.
  • the evaluation index calculation unit 416 calculates the evaluation index using the investment cost and the production operation cost.
  • the evaluation index calculation unit 416 is also referred to as an economic evaluation index calculation unit.
  • the evaluation index is an index calculated based on the predicted profit and is an index corresponding to the predicted profit.
  • the evaluation index is also called an economic evaluation index.
  • the predicted profit is the profit expected to be obtained by selling the product produced by the improved production facility.
  • the evaluation index is an annual internal rate of return (IRR, International Rate of Return).
  • the evaluation index calculation unit 416 generates the evaluation index information 461 using the investment cost information 457 and the production operation cost information 460, and stores the generated evaluation index information 461 in the evaluation index database 441.
  • the evaluation index calculation unit 416 may calculate the internal rate of return as an evaluation index.
  • the determination unit 417 determines whether or not it is effective to add new production equipment. Specifically, the determination unit 417 determines that it is effective to add new production equipment when the evaluation index exceeds the target index, and it is not effective to add new production equipment in other cases. Is determined. If it is effective to add new production equipment, it is expected that sufficient profit will be obtained by adding new production equipment.
  • the determination unit 417 generates determination result information 463 indicating the determination result, and stores the generated determination result information 463 in the determination result database 443.
  • the determination unit 417 calculates the target index.
  • the target index indicates the target value of the evaluation index.
  • the target index is also called an economic evaluation target.
  • the target index is an index calculated based on the funding cost, and is an index corresponding to the funding cost.
  • the financing cost is the cost required to procure the funds corresponding to the investment cost, and is the cost corresponding to both the capital of the person who expands the new production facility and the capital of others.
  • the investment cost is the cost required to add new production equipment.
  • the funds corresponding to the investment cost are the funds necessary to cover the investment cost.
  • the target index is a weighted average cost of capital (WACC, Weighted Average Cost of Capital). That is, the determination unit 417 may calculate the weighted average cost of capital as a target index. The determination unit 417 may determine that it is effective to add new production equipment when the evaluation index and the target index have the same value.
  • the determination unit 417 may acquire information on investment costs, information on the ratio of equity capital, information on interest rates, and the like, and may calculate a target index using the acquired information.
  • the memory 43 includes a demand forecast database 431, a supply and demand past record database 432, a supply target database 433, a production equipment design information database 434, a construction design information database 435, and an expense item database 436. It stores an investment cost database 437, a production plan database 438, a product design information database 439, a production operation cost database 440, an evaluation index database 441, a target index database 442, and a determination result database 443.
  • the information stored in the memory 43 will be described with reference to specific examples.
  • FIG. 4 is a diagram illustrating a premise of a specific example of the information stored in the memory 43.
  • the squares in this figure correspond to the production process.
  • This example relates to a factory that manufactures compressors used in refrigerators or air conditioners. It is assumed that this factory manufactures three types of products (Product A, Product B, and Product C).
  • Product A is for a household air conditioner, has a small profit margin, and has a large number of sales.
  • Product B is intended for industrial air conditioners, has a large profit margin, and has a small number of sales.
  • Product C is intended for commercial air conditioners, has a not so large profit margin, and is obliged to supply.
  • the production capacity corresponding to the painting process is insufficient, and the production capacity corresponding to other processes is sufficient.
  • the owner of this factory starts to consider adding painting equipment, and after performing equipment design and construction design, the investment cost is estimated.
  • the painting equipment is equipment corresponding to the painting process.
  • Equipment design, construction design, and investment cost correspond to the expansion of painting equipment.
  • the long-term operating cost after adding the painting equipment is not clear, or even if the operating cost is known, the economic efficiency of the return on investment cannot be evaluated.
  • a method of solving the present problem according to the present embodiment will be described with an outline.
  • the supply and demand past record database 432 is a database that stores the supply and demand past record information 452.
  • the supply and demand past record information 452 shows the actual results of supply and demand of products.
  • FIG. 5 shows a specific example of the supply and demand past record information 452.
  • the past supply and demand information 452 is the sales volume of three types of products in the past five years (FY2016-FY2020), climate information (summer average temperature and humidity, winter average temperature and humidity), and economic indicators. (GDP growth rate) and included.
  • the actual sales quantity corresponds to the actual demand information and shows the actual sales in the past in units of pieces.
  • the forecasted sales quantity corresponds to the past demand forecast information, indicates the demand forecasted in the past, and is proportional to the demand index.
  • the demand index is a value obtained by indexing the demand of the product and is calculated based on the information shown in this figure.
  • the demand index is obtained by regression prediction using AI (Artificial Integrity).
  • AI Artificial Integrity
  • climate information is used as a parameter of the demand index.
  • the demand forecast database 431 is a database that stores the demand forecast information 451.
  • the demand forecast information 451 shows a forecast of the demand of the product and includes the future demand forecast information.
  • FIG. 6 shows a specific example of the demand forecast information 451.
  • the demand forecast information 451 determines the sales forecast quantity of the three types of products in the next five years (FY2021 to FY2025) based on the actual sales quantity of the three types of products in the past five years shown in FIG. It is calculated.
  • the forecasted sales quantity is obtained by learning based on the difference between the actual sales quantity and the forecasted sales quantity.
  • the sales forecast quantity corresponds to the future demand forecast information.
  • the sales forecast quantity shown in this figure is for a positive case. However, it is desirable that there are two types of sales volume forecasts, one in the positive case and the other in the negative case.
  • Positive as a specific example, when the air conditioner is assumed to be a product, the summer is hot and the winter is cold, or there are many constructions of new buildings due to the Olympic Games and the like.
  • Negative as a specific example, as the GDP growth rate decreases, the demand forecast index also decreases.
  • the demand forecast index is an index of the demand forecast. The demand forecast index may be obtained in any way.
  • the supply target database 433 is a database that stores the supply target information 453.
  • the supply target information 453 indicates a supply target based on the demand forecast and the current production capacity.
  • FIG. 7 shows a specific example of the supply target information 453.
  • the supply target and the current production capacity for each production process in one year are shown for each product.
  • "Supply target quantity” indicates a supply target based on a demand forecast.
  • "Current production capacity” indicates the current production capacity.
  • the "supply target quantity” is lower than the "current production capacity” only in the painting process. Therefore, it can be seen that the supply of products will be insufficient in the future to meet the demand for products due to the lack of production capacity in the painting process.
  • the production equipment design information database 434 is a database that stores the production equipment design information 454.
  • the production equipment design information 454 indicates information on resources such as parts necessary for designing a new production equipment.
  • the construction design information 455 when the resource type required for each item is personnel, the score represents the total operating time of all workers.
  • FIG. 8 shows a specific example of the production equipment design information 454. This example corresponds to the addition of new painting equipment in order to increase the production capacity of the painting process.
  • the design information of the painting equipment to be added the type and quantity of the members constituting the equipment and the design man-hours are shown for each equipment constituting the painting equipment.
  • the coating equipment shall consist of leak test equipment, cleaning equipment, electrodeposition coating equipment, drying furnace equipment, and vacuum furnace equipment.
  • the construction design information database 435 is a database for storing construction design information 455.
  • the construction design information 455 indicates information such as man-hours required in each process of construction.
  • FIG. 9 shows a specific example of the construction design information 455.
  • the curve connecting the two tables indicates that the two tables are connected. That is, in this figure, the row following the bottom row in the left table is the top row in the right table.
  • This example is a result of requesting design information regarding mechanical work, electrical work, and control test run based on the production equipment design information 454. Specifically, the type and quantity of equipment assembly consumables, the type and quantity of equipment installation consumables, the type and quantity of electrical wiring laying consumables, mechanical work design man-hours, electrical work design man-hours, and equipment control. This example is generated by obtaining the design man-hours, the control program creation man-hours, and the trial run man-hours.
  • the expense item database 436 is a database for storing expense item information 456.
  • the cost item information 456 indicates the cost for each resource.
  • FIG. 10 shows a specific example of the expense item information 456. This example shows the unit price of various resources used when calculating the investment cost based on the production equipment design information 454 and the construction design information 455. In addition, this example also shows the unit price of various resources used when calculating the production operation cost based on the production plan information 458 and the product design information 459.
  • the investment cost database 437 is a database for storing investment cost information 457.
  • the investment cost information 457 indicates the investment cost.
  • the investment cost indicates the cost required for the investment to add a new production facility.
  • FIG. 11 shows a specific example of the investment cost information 457.
  • the investment cost information 457 shows a value calculated by multiplying the values shown in the production equipment design information 454 and the construction design information 455 by the unit price shown in the cost item information 456. There is.
  • the production planning database 438 is a database for storing production planning information 458.
  • the production plan information 458 shows the production plan calculated based on the demand forecast. 12, 13, and 14 show specific examples of production planning information 458.
  • the production plan information 458 shows the production plan calculated for each product and each production process based on the demand forecast.
  • three types of production plans of types 1 to 3 are calculated based on the demand forecast.
  • Type 1 corresponds to an exclusive share (share 80-100%)
  • Type 2 corresponds to a medium share (share 20-80%)
  • Type 3 corresponds to a small share or small share.
  • the description of each information stored in the memory 43 corresponds to a production plan having a 100% share of type 1. It is desirable to calculate the production operation cost for each of the three types of production plans shown in this figure, obtain an evaluation index, and compare the three types of production plans.
  • the product design information database 439 is a database that stores the product design information 459.
  • the product design information 459 is a so-called manufacturing BOM (Bills Of Materials).
  • FIG. 15 shows a specific example of product design information 459.
  • the product design information 459 indicates a component, a resource type, and a score for each product.
  • the production operation cost database 440 is a database that stores the production operation cost information 460.
  • the production operation cost information 460 indicates the production operation cost.
  • the process of obtaining the production operation cost information 460 corresponds to the production operation cost simulation.
  • FIG. 16 shows a specific example of the production operation cost information 460.
  • the production operation cost information 460 is a value calculated by multiplying the values shown in the production plan information 458 and the product design information 459 by the unit price shown in the expense item information 456. Shows.
  • the evaluation index database 441 is a database that stores the evaluation index information 461.
  • the evaluation index information 461 indicates an evaluation index.
  • FIG. 17 shows a specific example of the evaluation index information 461.
  • the evaluation index information 461 is based on the demand forecast in the positive case, and shows various values corresponding to the products A, B, and C from 2021 to 2025.
  • the product sales are based on the demand forecast information 451.
  • the investment cost is based on the investment cost information 457.
  • the production operation cost is based on the production operation cost information 460.
  • the total is the sum of product sales, investment costs, and production and operation costs.
  • the target index database 442 is a database that stores target index information 462.
  • the target index information 462 indicates a target index.
  • FIG. 18 shows a specific example of the target index information 462.
  • the investment code indicates the name of the project to be invested. In this example, the investment code is "painting process expansion".
  • Fixed liabilities indicate the cost of borrowing from other people's capital such as financial institutions.
  • Fixed liabilities interest rate indicates the interest rate of expenses borrowed from financial institutions.
  • Net assets indicate the costs borrowed from shareholders, etc.
  • Net asset interest rate indicates the interest rate for returning to shareholders. Net worth interest rates are also called shareholder expectations.
  • WACC indicates the average interest rate between the equity capital that is the source of investment and the capital of others.
  • the determination result database 443 is a database that stores the determination result information 463.
  • the determination result information 463 shows the determination result by the determination unit 417.
  • FIG. 19 shows a specific example of the determination result information 463. In this example, IRR> WACC, so a return on investment is expected. Therefore, OK is shown in the judgment result.
  • FIG. 20 shows a hardware configuration example of the design support device 4 according to the present embodiment.
  • the design support device 4 comprises a computer.
  • the design support device 4 may be composed of a plurality of computers.
  • the design support device 4 is a computer including hardware such as a processor 11, a main storage device 12, an auxiliary storage device 13, an input / output IF (Interface) 14, and a communication device 15. .. These hardware are connected to each other via a signal line 19.
  • the main storage device 12 is also called a main memory.
  • the processor 11 is an IC (Integrated Circuit) that performs arithmetic processing, and controls the hardware included in the computer.
  • the processor 11 is a CPU (Central Processing Unit), a DSP (Digital Signal Processor), or a GPU (Graphics Processing Unit).
  • the design support device 4 may include a plurality of processors that replace the processor 11. The plurality of processors share the role of the processor 11.
  • the main storage device 12 is typically a volatile storage device.
  • the main storage device 12 is also referred to as a main storage device or a main memory.
  • the main storage device 12 is a RAM (Random Access Memory).
  • the data stored in the main storage device 12 is stored in the auxiliary storage device 13 as needed. Data refers to electronic data unless otherwise noted.
  • the auxiliary storage device 13 is typically a non-volatile storage device.
  • the auxiliary storage device 13 is a ROM (Read Only Memory), an HDD (Hard Disk Drive), or a flash memory.
  • the data stored in the auxiliary storage device 13 is loaded into the main storage device 12 as needed.
  • the main storage device 12 and the auxiliary storage device 13 may be integrally configured.
  • the input / output IF14 is a port to which an input device and an output device are connected.
  • the input / output IF 14 is, as a specific example, a USB (Universal Serial Bus) terminal.
  • the input device is, as a specific example, a keyboard and a mouse.
  • the output device is, as a specific example, a display.
  • the communication device 15 is a receiver and a transmitter.
  • the communication device 15 is a communication chip or a NIC (Network Interface Card).
  • Each part of the design support device 4 may appropriately use the communication device 15 when communicating with other devices and the like. When each part of the design support device 4 accepts data, each part of the design support device 4 may receive data via the input / output IF 14 or may receive data via the communication device 15.
  • the memory 43 typically comprises a main storage device 12.
  • the storage 42 typically comprises an auxiliary storage device 13.
  • the design support program 421 is loaded into the main storage device 12 and executed by the processor 11.
  • the data used when the design support program 421 is executed, the data obtained by executing the design support program 421, and the like are appropriately stored in the storage device.
  • Each part of the design support device 4 uses a storage device as appropriate.
  • the storage device includes at least one of a main storage device 12, an auxiliary storage device 13, a register in the processor 11, and a cache memory in the processor 11.
  • data and information may have the same meaning.
  • the storage device may be independent of the computer 10.
  • Each of the function of the main storage device 12 and the function of the auxiliary storage device 13 may be realized by another storage device.
  • the design support program 421 may be recorded on a non-volatile recording medium that can be read by a computer.
  • the non-volatile recording medium is, for example, an optical disk or a flash memory.
  • the design support program 421 may be provided as a program product.
  • the operation procedure of the design support device 4 corresponds to the design support method. Further, the program that realizes the operation of the design support device 4 corresponds to the design support program 421.
  • FIG. 21 is a flowchart showing an example of the operation of the design support device 4. The operation of the design support device 4 will be described with reference to this figure.
  • Step S201 Demand forecast information acquisition process
  • the demand forecast device 2 outputs the demand forecast information 451 to the design support device 4.
  • the communication control unit 411 stores the demand forecast information 451 received from the demand forecast device 2 in the demand forecast database 431.
  • Step S202 Supply target information generation process
  • the demand forecast estimation unit 412 acquires the demand forecast information 451 from the demand forecast database 431, the supply / supply past record information 452 from the supply / supply past record database 432, and the supply target information 453 from the supply target database 433.
  • the demand forecast estimation unit 412 updates the demand forecast information 451 based on the difference between the past demand forecast and the actual demand.
  • the demand forecast estimation unit 412 generates supply target information 453 based on the updated demand forecast information 451 and stores the generated supply target information 453 in the supply / supply past record database 432.
  • the demand forecast estimation unit 412 outputs the generated supply target information 453 to the production planning unit 414 via the communication control unit 411.
  • Step S203 Investment cost information generation process
  • the investment cost calculation unit 413 acquires the production equipment design information 454 from the production equipment design information database 434, the construction design information 455 from the construction design information database 435, and the expense item information 456 from the expense item database 436.
  • the investment cost calculation unit 413 generates investment cost information 457 based on the production equipment design information 454, construction design information 455, and cost item information 456, and stores the generated investment cost information 457 in the investment cost database 437.
  • Step S204 Production plan information generation process
  • the production planning unit 414 acquires supply target information 453 from the demand forecast estimation unit 412, generates production plan information 458 based on the acquired supply target information 453, and stores the generated production plan information 458 in the production plan database 438.
  • Step S205 Production operation cost information generation process
  • the production cost calculation unit 415 acquires the product design information 459 from the product design information database 439, the production plan information 458 from the production plan database 438, and the expense item information 456 from the expense item database 436.
  • the production cost calculation unit 415 generates production operation cost information 460 based on the product design information 459, production plan information 458, and cost item information 456, and stores the generated production operation cost information 460 in the production operation cost database 440. do.
  • Step S206 Evaluation index information generation process
  • the evaluation index calculation unit 416 acquires the investment cost information 457 from the investment cost database 437, and acquires the production operation cost information 460 from the production operation cost database 440.
  • the evaluation index calculation unit 416 generates the evaluation index information 461 based on the investment cost information 457 and the production operation cost information 460, and stores the generated evaluation index information 461 in the evaluation index database 441.
  • Step S207 Judgment result information generation process
  • the determination unit 417 acquires the evaluation index information 461 from the evaluation index database 441, and acquires the target index information 462 from the target index database 442.
  • the determination unit 417 determines the return on investment based on the evaluation index information 461 and the target index information 462, generates the determination result information 463 indicating the determination result, and uses the generated determination result information 463 as the determination result database 443.
  • Step S208 Output processing
  • the communication control unit 411 acquires the determination result information 463 from the determination result database 443.
  • the communication control unit 411 outputs the determination result information 463 to the display device 5.
  • the design support device 4 calculates the investment cost for introducing the new production equipment, and calculates the production operation cost by the production operation cost simulation. Further, the design support device 4 calculates the profit predicted to be obtained by selling the product based on the forecast of the supply and demand of the product, the investment cost, and the production operation cost. Further, the design support device 4 obtains the IRR and the WACC, and determines whether or not the expansion of the production equipment is effective depending on whether or not the IRR exceeds the WACC. Therefore, according to the design support device 4 according to the present embodiment, it is possible to evaluate the investment return of the introduction of the production equipment with higher accuracy before the introduction of the production equipment without actually performing the production.
  • the owner of the production equipment can efficiently execute the capital investment, the equipment design, the product design, etc. by using the data used by the design support device 4 and the execution result of the design support device 4. can. Further, according to the design support device 4, since it is possible to evaluate the economic efficiency of the return on investment with high accuracy, it is possible to seamlessly connect the design of the production site layer to the investment decision of the management layer.
  • each part and the database provided in the design support device 4 are functions or databases provided in the external device of the design support device 4. It may be.
  • FIG. 22 shows a hardware configuration example of the design support device 4 according to this modification.
  • the design support device 4 includes a processing circuit 18 in place of at least one of the processor 11, the main storage device 12, and the auxiliary storage device 13.
  • the processing circuit 18 is hardware that realizes at least a part of each part included in the design support device 4.
  • the processing circuit 18 may be dedicated hardware, or may be a processor that executes a program stored in the main storage device 12.
  • the processing circuit 18 is dedicated hardware, the processing circuit 18 is, as a specific example, a single circuit, a composite circuit, a programmed processor, a parallel programmed processor, an ASIC (ASIC is an Application Specific Integrated Circuit), an FPGA. (Field Programmable Gate Array) or a combination thereof.
  • the design support device 4 may include a plurality of processing circuits that replace the processing circuit 18. The plurality of processing circuits share the role of the processing circuit 18.
  • the processing circuit 18 is realized by hardware, software, firmware, or a combination thereof.
  • the processor 11, the main storage device 12, the auxiliary storage device 13, and the processing circuit 18 are collectively referred to as "processing circuit Lee". That is, the functions of each functional component of the design support device 4 are realized by the processing circuit.
  • Design support program 43 memory, 431 demand forecast database, 432 supply and demand past record database, 433 supply target database, 434 production equipment design information database, 435 construction design information database, 436 cost item database, 437 investment cost database, 438 production plan database, 439 Product design information database, 440 Production operation cost database, 441 Evaluation index database, 442 Target index database, 443 Judgment result database, 451 Demand forecast information, 452 Demand and supply past performance information, 453 Supply target information, 454 Production equipment design information, 455 Construction design information, 456 cost item information, 457 investment cost information, 458 production plan information, 459 product design information, 460 production operation cost information, 461 evaluation index information, 462 target index information, 463 judgment result information, 44 communication department, 45 input. Department, 90 design support system.

Abstract

A design assistance device (4) comprises: an evaluation index calculation unit (416); and a determination unit (417). The evaluation index calculation unit (416) calculates an evaluation index, which is an index corresponding to a predicted profit, which is a profit predicted to be obtained by selling a product produced by improved production equipment, which is production equipment that includes new production equipment. If the evaluation index exceeds a target index, the determination unit (417) determines that it is effective to add the new production equipment. The target index corresponds to a cost of financing, which is a cost corresponding to both the equity capital of a party adding the new production equipment, and the capital of others.

Description

設計支援装置、設計支援システム、設計支援方法、及び、設計支援プログラムDesign support equipment, design support system, design support method, and design support program
 本開示は、設計支援装置、設計支援システム、設計支援方法、及び、設計支援プログラムに関する。 This disclosure relates to a design support device, a design support system, a design support method, and a design support program.
 設備投資後に生産される予定の生産物の製造原価を算出した上で、設備投資の効果と、設備投資後における損益等を生産運用シミュレーションにより算出する技術がある。生産運用シミュレーションは、生産設備を用いて生産物を生産するシミュレーションである。
 生産運用シミュレーションは、具体例として、発電プラントの設備更新に伴う売電量、売電収入、燃料代及びメンテナンスコストから内部収益率(IRR、Internal Rate of Return)を算出した上で、設備投資の妥当性を評価することに用いられる。
There is a technology to calculate the manufacturing cost of the product to be produced after the capital investment, and then calculate the effect of the capital investment and the profit and loss after the capital investment by the production operation simulation. The production operation simulation is a simulation in which a product is produced using a production facility.
As a specific example, the production operation simulation is appropriate for capital investment after calculating the internal rate of return (IRR, International Rate of Return) from the amount of electricity sold, revenue from electricity sold, fuel cost, and maintenance cost associated with equipment renewal of the power plant. It is used to evaluate sex.
特開2004-054358号公報Japanese Unexamined Patent Publication No. 2004-05435
 特許文献1が開示する技術は、設備投資をする場合において、設備投資の経済性を評価する際に自己資本及び他人資本に対応するコストを考慮していない。そのため、本技術には、長期視点での投資判断をするにあたり不十分な判断材料しか生成することができないという課題がある。 The technology disclosed in Patent Document 1 does not consider the cost corresponding to own capital and other people's capital when evaluating the economic efficiency of capital investment when making capital investment. Therefore, this technology has a problem that it can generate only insufficient judgment materials for making investment decisions from a long-term perspective.
 本開示は、設備投資をする場合において、設備投資の経済性を評価する際に自己資本及び他人資本に対応するコストを考慮することを目的とする。 The purpose of this disclosure is to consider the costs corresponding to equity capital and other people's capital when assessing the economics of capital investment when making capital investment.
 本開示に係る設計支援装置は、
 新規に増設することを計画している生産設備である新規生産設備を含む生産設備である改良生産設備が生産する生産物を販売することによって得られると予測される利益である予測利益に対応する指標である評価指標を算出する評価指標計算部と、
 前記新規生産設備を増設することに要する投資コストに対応する資金を調達することに要するコストであって、前記新規生産設備を増設する者の自己資本と、他人資本との双方に対応するコストである資金調達コストに対応する指標である目標指標を算出し、前記評価指標が前記目標指標を上回る場合に、前記新規生産設備を増設することが有効であると判断する判定部と
を備える。
The design support device according to this disclosure is
Corresponds to the forecast profit, which is the profit expected to be obtained by selling the products produced by the improved production equipment, which is the production equipment including the new production equipment, which is the production equipment planned to be newly added. The evaluation index calculation unit that calculates the evaluation index, which is an index,
The cost required to procure funds corresponding to the investment cost required to expand the new production facility, and the cost corresponding to both the capital of the person who expands the new production facility and the capital of others. It is provided with a determination unit that calculates a target index, which is an index corresponding to a certain fund raising cost, and determines that it is effective to add the new production facility when the evaluation index exceeds the target index.
 本開示に係る設計支援装置は、評価指標計算部と、判定部とを備える。評価指標計算部は、新規生産設備を含む生産設備によって得られると予測される利益に対応する評価指標を算出する。判定部は、評価指標が目標指標を上回る場合に、新規生産設備を増設することが有効であると判断する。目標指標は、新規生産設備を増設する者の自己資本と、他人資本との双方に対応するコストである資金調達コストに対応する指標である。
 従って、本開示に係る設計支援装置によれば、生産設備の所有者は、設備投資をする場合において、設備投資の経済性を評価する際に自己資本及び他人資本に対応するコストを考慮することができる。
The design support device according to the present disclosure includes an evaluation index calculation unit and a determination unit. The evaluation index calculation unit calculates an evaluation index corresponding to the profit expected to be obtained by the production equipment including the new production equipment. The judgment unit determines that it is effective to add new production equipment when the evaluation index exceeds the target index. The target index is an index corresponding to the financing cost, which is the cost corresponding to both the capital of the person who expands the new production facility and the capital of others.
Therefore, according to the design support device according to the present disclosure, when making a capital investment, the owner of the production equipment considers the cost corresponding to own capital and other people's capital when evaluating the economic efficiency of the capital investment. Can be done.
実施の形態1に係る設計支援システム90の構成例。A configuration example of the design support system 90 according to the first embodiment. 実施の形態1に係る設計支援装置4の構成例。A configuration example of the design support device 4 according to the first embodiment. 実施の形態1に係る設計支援装置4の詳細な構成例。A detailed configuration example of the design support device 4 according to the first embodiment. 実施の形態1に係るメモリ43が記憶している情報の具体例の前提を説明する図。The figure explaining the premise of the specific example of the information stored in the memory 43 which concerns on Embodiment 1. FIG. 実施の形態1に係る需給過去実績情報452の例。An example of the supply and demand past record information 452 according to the first embodiment. 実施の形態1に係る需要予測情報451の例。An example of the demand forecast information 451 according to the first embodiment. 実施の形態1に係る供給目標情報453の例。An example of the supply target information 453 according to the first embodiment. 実施の形態1に係る生産設備設計情報454の例。An example of the production equipment design information 454 according to the first embodiment. 実施の形態1に係る工事設計情報455の例。An example of construction design information 455 according to the first embodiment. 実施の形態1に係る費目情報456の例。An example of expense item information 456 according to the first embodiment. 実施の形態1に係る投資コスト情報457の例。An example of investment cost information 457 according to the first embodiment. 実施の形態1に係る生産計画情報458の例。An example of production planning information 458 according to the first embodiment. 実施の形態1に係る生産計画情報458の例。An example of production planning information 458 according to the first embodiment. 実施の形態1に係る生産計画情報458の例。An example of production planning information 458 according to the first embodiment. 実施の形態1に係る製品設計情報459の例。An example of product design information 459 according to the first embodiment. 実施の形態1に係る生産運用コスト情報460の例。An example of production operation cost information 460 according to the first embodiment. 実施の形態1に係る評価指標情報461の例。An example of the evaluation index information 461 according to the first embodiment. 実施の形態1に係る目標指標情報462の例。An example of the target index information 462 according to the first embodiment. 実施の形態1に係る判定結果情報463の例。An example of the determination result information 463 according to the first embodiment. 実施の形態1に係る設計支援装置4のハードウェア構成例。A hardware configuration example of the design support device 4 according to the first embodiment. 実施の形態1に係る設計支援装置4の動作を示すフローチャート。The flowchart which shows the operation of the design support apparatus 4 which concerns on Embodiment 1. 実施の形態1の変形例に係る設計支援装置4のハードウェア構成例。A hardware configuration example of the design support device 4 according to the modified example of the first embodiment.
 実施の形態の説明及び図面において、同じ要素及び対応する要素には同じ符号を付している。同じ符号が付された要素の説明は、適宜に省略又は簡略化する。図中の矢印はデータの流れ又は処理の流れを主に示している。 In the description of the embodiment and the drawings, the same element and the corresponding element are designated by the same reference numerals. The description of the elements with the same reference numerals will be omitted or simplified as appropriate. The arrows in the figure mainly indicate the flow of data or the flow of processing.
 実施の形態1.
 以下、本実施の形態について、図面を参照しながら詳細に説明する。
Embodiment 1.
Hereinafter, the present embodiment will be described in detail with reference to the drawings.
***構成の説明***
 図1は、設計支援システム90の構成例を示している。設計支援システム90は、本図に示すように、1つ以上の生産設備1と、生産制御装置3と、設計支援装置4と、表示装置5とを備える。設計支援システム90の各構成要素は、設計支援システム90のいずれか1つ以上の構成要素と接続している。
*** Explanation of configuration ***
FIG. 1 shows a configuration example of the design support system 90. As shown in this figure, the design support system 90 includes one or more production facilities 1, a production control device 3, a design support device 4, and a display device 5. Each component of the design support system 90 is connected to any one or more components of the design support system 90.
 生産設備1は、販売可能なものを工業的に生産する設備である。複数の生産設備1は、互いに異なってもよい。生産設備1は、具体例として、工業製品の製造設備、又は、発電設備である。 Production equipment 1 is equipment that industrially produces products that can be sold. The plurality of production facilities 1 may be different from each other. As a specific example, the production equipment 1 is an industrial product manufacturing equipment or a power generation equipment.
 生産制御装置3は、設計支援装置4からの出力に基づいて1つ以上の生産設備1を制御する。 The production control device 3 controls one or more production facilities 1 based on the output from the design support device 4.
 表示装置5は、設計支援装置4からの出力を表示する。表示装置5は、具体例として、LCD(Liquid Crystal Display)ディスプレイである。 The display device 5 displays the output from the design support device 4. As a specific example, the display device 5 is an LCD (Liquid Crystal Display) display.
 図2は、本実施の形態に係る設計支援装置4の構成例を示している。設計支援装置4は、本図に示すように、制御部41と、ストレージ42と、メモリ43と、通信部44と、入力部45とを備える。設計支援装置4は、生産工程設計支援装置とも呼ばれる。 FIG. 2 shows a configuration example of the design support device 4 according to the present embodiment. As shown in this figure, the design support device 4 includes a control unit 41, a storage 42, a memory 43, a communication unit 44, and an input unit 45. The design support device 4 is also called a production process design support device.
 制御部41は、自己資本及び他人資本に対応するコストを考慮して設備投資の経済性を評価する。自己資本は、生産設備1の所有者の資本である。他人資本は、生産設備1の所有者以外の資本である。 The control unit 41 evaluates the economic efficiency of capital investment in consideration of the costs corresponding to equity capital and other people's capital. Equity is the capital of the owner of production equipment 1. The capital of others is the capital other than the owner of the production equipment 1.
 ストレージ42は、データを保存するハードウェアであり、設計支援プログラム421を記録している。設計支援プログラム421は、生産工程設計支援プログラムとも呼ばれる。設計支援プログラム421は、設計支援装置4が備える各部の機能をコンピュータに実現させるプログラムである。設計支援装置4が備える各部の機能は、ソフトウェアにより実現される。 The storage 42 is hardware for storing data and records the design support program 421. The design support program 421 is also referred to as a production process design support program. The design support program 421 is a program for realizing the functions of each part of the design support device 4 in a computer. The functions of each part of the design support device 4 are realized by software.
 メモリ43は、制御部41が実行に用いるデータを記憶している。 The memory 43 stores data used by the control unit 41 for execution.
 通信部44は、設計支援装置4と他の装置との通信を制御する。 The communication unit 44 controls communication between the design support device 4 and other devices.
 入力部45は、設計支援装置4に情報を入力することに用いられる。 The input unit 45 is used to input information to the design support device 4.
 図3は、制御部41とメモリ43との詳細を示す。本図を参照して設計支援装置4が備える各部の詳細を説明する。なお、本図において、データベースをDBと表記している。 FIG. 3 shows the details of the control unit 41 and the memory 43. The details of each part included in the design support device 4 will be described with reference to this figure. In this figure, the database is referred to as DB.
 制御部41は、図3に示すように、通信制御部411と、需要予測推定部412と、投資コスト計算部413と、生産計画立案部414と、生産コスト計算部415と、評価指標計算部416と、判定部417とを備える。
 以下、制御部41が備える各部を説明する。制御部41が備える各部が用いる情報については、基本的に後述する。
As shown in FIG. 3, the control unit 41 includes a communication control unit 411, a demand forecast estimation unit 412, an investment cost calculation unit 413, a production planning planning unit 414, a production cost calculation unit 415, and an evaluation index calculation unit. A 416 and a determination unit 417 are provided.
Hereinafter, each unit included in the control unit 41 will be described. The information used by each unit included in the control unit 41 will be basically described later.
 通信制御部411は、設計支援装置4と他の装置との間の通信と、制御部41とメモリ43との間の通信とを制御する。 The communication control unit 411 controls the communication between the design support device 4 and other devices and the communication between the control unit 41 and the memory 43.
 需要予測推定部412は、生産物の需要の予測を推定する。具体的には、需要予測推定部412は、需要予測情報451と、需給過去実績情報452とを用いて、供給目標情報453を生成する。供給目標情報453は、生産物に係る供給の目標を示す。生産物は、特に断りがない限り、生産設備1が生産したものを指す。生産物は、電気等、無体物であってもよい。生産物に係る供給の目標は、具体例として、生産物又は生産物を構成する部品の供給量の目標である。
 需要予測推定部412は、需要実績情報と、過去需要予測情報との差異を用いて未来需要予測情報を求め、供給目標情報453を未来需要予測情報に基づいて生成する。需要実績情報は、生産物の過去における需要の実績を示す。過去需要予測情報は、需要実績情報に対応する情報であって、生産物の過去における需要の予測を示す情報である。具体例として、過去需要予測情報は、各年における売上の予測の結果を示す。未来需要予測情報は、生産物の未来における需要の予測を示す。
 需要予測推定部412は、学習モデルを用いて過去需要予測情報及び未来需要予測情報を求めてもよい。需要予測推定部412は、学習モデルのパラメータ等を更新した場合において、更新された学習モデルによって需給過去実績情報452に示される過去需要予測情報を更新してもよい。
The demand forecast estimation unit 412 estimates the forecast of the demand of the product. Specifically, the demand forecast estimation unit 412 generates supply target information 453 by using the demand forecast information 451 and the supply and demand past record information 452. The supply target information 453 indicates a supply target related to the product. Unless otherwise specified, the product refers to the product produced by the production equipment 1. The product may be an intangible product such as electricity. The supply target for the product is, as a specific example, the target of the supply amount of the product or the parts constituting the product.
The demand forecast estimation unit 412 obtains future demand forecast information using the difference between the demand actual information and the past demand forecast information, and generates supply target information 453 based on the future demand forecast information. The demand performance information shows the past demand performance of the product. The past demand forecast information is information corresponding to the demand actual information and is information indicating the past demand forecast of the product. As a specific example, the past demand forecast information shows the result of the sales forecast for each year. Future demand forecast information indicates a forecast of future demand for a product.
The demand forecast estimation unit 412 may obtain past demand forecast information and future demand forecast information using a learning model. When the parameters of the learning model are updated, the demand forecast estimation unit 412 may update the past demand forecast information shown in the supply / demand past actual information 452 by the updated learning model.
 投資コスト計算部413は、新規生産設備の設計情報と、新規生産設備を導入する工事の設計情報とを用いて、新規生産設備に対応する投資コストを計算する。新規生産設備は、新規に増設することが計画されている生産設備である。新規生産設備は、具体例として、既存設備を改良する若しくは増強する場合において、改良される若しくは増強される部分、又は新設される設備である。新規生産設備は、複数の生産設備1を増設する計画であってもよい。新規生産設備が増設された生産設備を改良生産設備と呼ぶ。改良生産設備は、新規生産設備を含む生産設備である。
 具体的には、投資コスト計算部413は、生産設備設計情報454と、工事設計情報455と、費目情報456とを用いて、投資コスト情報457を生成し、生成した投資コスト情報457を投資コストデータベース437に記憶する。
The investment cost calculation unit 413 calculates the investment cost corresponding to the new production equipment by using the design information of the new production equipment and the design information of the construction for introducing the new production equipment. The new production equipment is a production equipment that is planned to be newly added. As a specific example, the new production equipment is a part to be improved or enhanced, or a newly installed equipment when the existing equipment is improved or enhanced. The new production facility may be a plan to add a plurality of production facilities 1. Production equipment with new production equipment added is called improved production equipment. The improved production equipment is a production equipment including a new production equipment.
Specifically, the investment cost calculation unit 413 generates investment cost information 457 using production equipment design information 454, construction design information 455, and cost item information 456, and the generated investment cost information 457 is used as investment cost. Store in database 437.
 生産計画立案部414は、生産計画を立案する。生産計画は、少なくとも1つの生産設備1を用いて生産物を生産する計画である。具体的には、生産計画立案部414は、供給目標情報453を用いて生産計画情報458を生成し、生成した生産計画情報458を生産計画データベース438に記憶する。 The production planning department 414 formulates a production plan. The production plan is a plan to produce a product using at least one production facility 1. Specifically, the production planning unit 414 generates production planning information 458 using the supply target information 453, and stores the generated production planning information 458 in the production planning database 438.
 生産コスト計算部415は、運用コストと、生産計画とを受け取り、生産計画を用いて生産コストを算出し、生産コストと、運用コストとを用いて、生産運用コストを算出する。運用コストは、改良生産設備を運用することに要するコストである。生産コストは、生産物を生産することに要するコストであって、投資コストを除くコストである。生産計画は、生産物を生産する計画を示す。生産運用コストは、改良生産設備を運用することと、改良生産設備を用いて生産物を生産することとに要するコストの合計である。ただし、生産運用コストは、改良生産設備に対する投資コストを含まない。生産運用コストは、製造総コストと呼ばれることもある。具体的には、生産コスト計算部415は、生産設備設計情報454と、費目情報456と、生産計画情報458と、製品設計情報459とを用いて生産運用コスト情報460を生成し、生成した生産運用コスト情報460を生産運用コストデータベース440に記憶する。 The production cost calculation unit 415 receives the operation cost and the production plan, calculates the production cost using the production plan, and calculates the production operation cost using the production cost and the operation cost. The operating cost is the cost required to operate the improved production equipment. The production cost is the cost required to produce the product, excluding the investment cost. A production plan indicates a plan to produce a product. The production operation cost is the sum of the costs required for operating the improved production equipment and producing the product using the improved production equipment. However, the production operation cost does not include the investment cost for the improved production equipment. The production operation cost is sometimes called the total manufacturing cost. Specifically, the production cost calculation unit 415 generates production operation cost information 460 using the production equipment design information 454, the cost item information 456, the production plan information 458, and the product design information 459, and the generated production. The operation cost information 460 is stored in the production operation cost database 440.
 評価指標計算部416は、投資コストと、生産運用コストとを用いて評価指標を算出する。評価指標計算部416は、経済性評価指標計算部とも呼ばれる。評価指標は、予測利益に基づいて算出される指標であり、予測利益に対応する指標である。評価指標は、経済性評価指標とも呼ばれる。予測利益は、改良生産設備が生産する生産物を販売することによって得られると予測される利益である。評価指標は、具体例として、年ごとの内部収益率(IRR、Internal Rate of Return)である。
 具体的には、評価指標計算部416は、投資コスト情報457と、生産運用コスト情報460とを用いて評価指標情報461を生成し、生成した評価指標情報461を評価指標データベース441に記憶する。評価指標計算部416は、評価指標として内部収益率を算出してもよい。
The evaluation index calculation unit 416 calculates the evaluation index using the investment cost and the production operation cost. The evaluation index calculation unit 416 is also referred to as an economic evaluation index calculation unit. The evaluation index is an index calculated based on the predicted profit and is an index corresponding to the predicted profit. The evaluation index is also called an economic evaluation index. The predicted profit is the profit expected to be obtained by selling the product produced by the improved production facility. As a specific example, the evaluation index is an annual internal rate of return (IRR, International Rate of Return).
Specifically, the evaluation index calculation unit 416 generates the evaluation index information 461 using the investment cost information 457 and the production operation cost information 460, and stores the generated evaluation index information 461 in the evaluation index database 441. The evaluation index calculation unit 416 may calculate the internal rate of return as an evaluation index.
 判定部417は、新規生産設備を増設することが有効であるか否かを判定する。具体的には、判定部417は、評価指標が目標指標を上回る場合に新規生産設備を増設することが有効であると判定し、それ以外の場合に新規生産設備を増設することが有効ではないと判定する。新規生産設備を増設することが有効である場合、新規生産設備を増設することにより十分な利益を上げることが見込まれる。判定部417は、判定した結果を示す判定結果情報463を生成し、生成した判定結果情報463を判定結果データベース443に記憶する。
 判定部417は、目標指標を算出する。目標指標は、評価指標の目標値を示す。目標指標は、経済性評価目標とも呼ばれる。目標指標は、資金調達コストに基づいて算出される指標であり、資金調達コストに対応する指標である。資金調達コストは、投資コストに対応する資金を調達することに要するコストであり、新規生産設備を増設する者の自己資本と、他人資本との双方に対応するコストである。投資コストは、新規生産設備を増設することに要するコストである。投資コストに対応する資金は、投資コストを賄うことに必要な資金である。目標指標は、具体例として、加重平均資本コスト(WACC、Weighted Average Cost of Capital)である。即ち、判定部417は、目標指標として加重平均資本コストを算出してもよい。判定部417は、評価指標と、目標指標とが同値である場合に、新規生産設備を増設することが有効であると判定してもよい。
 判定部417は、投資コストの情報と、自己資本の比率の情報と、金利等の情報を取得し、取得した情報を用いて目標指標を算出してもよい。
The determination unit 417 determines whether or not it is effective to add new production equipment. Specifically, the determination unit 417 determines that it is effective to add new production equipment when the evaluation index exceeds the target index, and it is not effective to add new production equipment in other cases. Is determined. If it is effective to add new production equipment, it is expected that sufficient profit will be obtained by adding new production equipment. The determination unit 417 generates determination result information 463 indicating the determination result, and stores the generated determination result information 463 in the determination result database 443.
The determination unit 417 calculates the target index. The target index indicates the target value of the evaluation index. The target index is also called an economic evaluation target. The target index is an index calculated based on the funding cost, and is an index corresponding to the funding cost. The financing cost is the cost required to procure the funds corresponding to the investment cost, and is the cost corresponding to both the capital of the person who expands the new production facility and the capital of others. The investment cost is the cost required to add new production equipment. The funds corresponding to the investment cost are the funds necessary to cover the investment cost. As a specific example, the target index is a weighted average cost of capital (WACC, Weighted Average Cost of Capital). That is, the determination unit 417 may calculate the weighted average cost of capital as a target index. The determination unit 417 may determine that it is effective to add new production equipment when the evaluation index and the target index have the same value.
The determination unit 417 may acquire information on investment costs, information on the ratio of equity capital, information on interest rates, and the like, and may calculate a target index using the acquired information.
 メモリ43は、図3に示すように、需要予測データベース431と、需給過去実績データベース432と、供給目標データベース433と、生産設備設計情報データベース434と、工事設計情報データベース435と、費目データベース436と、投資コストデータベース437と、生産計画データベース438と、製品設計情報データベース439と、生産運用コストデータベース440と、評価指標データベース441と、目標指標データベース442と、判定結果データベース443とを記憶している。以下、具体例を交えてメモリ43が記憶している情報を説明する。 As shown in FIG. 3, the memory 43 includes a demand forecast database 431, a supply and demand past record database 432, a supply target database 433, a production equipment design information database 434, a construction design information database 435, and an expense item database 436. It stores an investment cost database 437, a production plan database 438, a product design information database 439, a production operation cost database 440, an evaluation index database 441, a target index database 442, and a determination result database 443. Hereinafter, the information stored in the memory 43 will be described with reference to specific examples.
 図4は、メモリ43が記憶している情報の具体例の前提を説明する図である。本図中の四角形は、生産工程に対応する。下記で本例を説明する。本例は、冷蔵庫又は空気調和機に用いられる圧縮機を製造する工場に関連する。本工場では、3種類の製品(製品A、製品B、及び製品C)を製造しているものとする。ここで、製品Aは、家庭用空気調和機向けであり、利幅が小さく、販売数が多いものとする。製品Bは、産業用空気調和機向けであり、利幅が大きく、かつ、販売数が少ないものとする。製品Cは、業務用空気調和機向けであり、利幅はそれほど大きくなく、かつ、供給義務がある製品であるものとする。
 また、2021年度以降の需要予測と、現在の本工場における各工程に対応する生産能力とを比較すると、塗装工程に対応する生産能力は不足しており、その他の工程に対応する生産能力は十分であるものとする。
 そこで、本工場の所有者は、塗装設備を増設する検討に着手し、設備設計と、工事設計とを行った上で、投資コストを積算する。ここで、塗装設備は、塗装工程に対応する設備である。設備設計と、工事設計と、投資コストとは、塗装設備の増設に対応する。
 しかしながら、塗装設備を増設した後における長期的な運用コストが判然としない、又は、運用コストが分かったとしても、投資対効果の経済性を評価することができないという課題がある。以下、本実施の形態による本課題の解決方法の概略を交えて説明する。
FIG. 4 is a diagram illustrating a premise of a specific example of the information stored in the memory 43. The squares in this figure correspond to the production process. This example will be described below. This example relates to a factory that manufactures compressors used in refrigerators or air conditioners. It is assumed that this factory manufactures three types of products (Product A, Product B, and Product C). Here, it is assumed that the product A is for a household air conditioner, has a small profit margin, and has a large number of sales. Product B is intended for industrial air conditioners, has a large profit margin, and has a small number of sales. Product C is intended for commercial air conditioners, has a not so large profit margin, and is obliged to supply.
In addition, comparing the demand forecast after 2021 with the production capacity corresponding to each process at the current main factory, the production capacity corresponding to the painting process is insufficient, and the production capacity corresponding to other processes is sufficient. Suppose that
Therefore, the owner of this factory starts to consider adding painting equipment, and after performing equipment design and construction design, the investment cost is estimated. Here, the painting equipment is equipment corresponding to the painting process. Equipment design, construction design, and investment cost correspond to the expansion of painting equipment.
However, there is a problem that the long-term operating cost after adding the painting equipment is not clear, or even if the operating cost is known, the economic efficiency of the return on investment cannot be evaluated. Hereinafter, a method of solving the present problem according to the present embodiment will be described with an outline.
 需給過去実績データベース432は、需給過去実績情報452を格納するデータベースである。需給過去実績情報452は、生産物の需要と供給との実績を示す。
 図5は、需給過去実績情報452の具体例を示している。本例において、需給過去実績情報452は、過去5年間(2016年度~2020年度)における3種類の製品の売上数量と、気候情報(夏季平均気温及び湿度、冬季平均気温及び湿度)と、経済指標(GDP成長率)とを含む。売上実績数量は、需要実績情報に相当し、かつ、過去における実際の売り上げを個数単位で示したものである。売上予測数量は、過去需要予測情報に相当し、過去に予測された需要を示し、かつ、需要指標に比例している。需要指標は、生産物の需要を指標化した値であり、かつ、本図に示される情報に基づいて算出される。需要指標は、具体例として、AI(Artificial Intelligence)を用いた回帰予測によって求められる。また、空気調和機を主な最終製品としているので、気候情報を需要指標のパラメータとしている。
The supply and demand past record database 432 is a database that stores the supply and demand past record information 452. The supply and demand past record information 452 shows the actual results of supply and demand of products.
FIG. 5 shows a specific example of the supply and demand past record information 452. In this example, the past supply and demand information 452 is the sales volume of three types of products in the past five years (FY2016-FY2020), climate information (summer average temperature and humidity, winter average temperature and humidity), and economic indicators. (GDP growth rate) and included. The actual sales quantity corresponds to the actual demand information and shows the actual sales in the past in units of pieces. The forecasted sales quantity corresponds to the past demand forecast information, indicates the demand forecasted in the past, and is proportional to the demand index. The demand index is a value obtained by indexing the demand of the product and is calculated based on the information shown in this figure. As a specific example, the demand index is obtained by regression prediction using AI (Artificial Integrity). In addition, since the main final product is an air conditioner, climate information is used as a parameter of the demand index.
 需要予測データベース431は、需要予測情報451を格納するデータベースである。需要予測情報451は、生産物の需要の予測を示し、かつ、未来需要予測情報を含む。
 図6は、需要予測情報451の具体例を示している。本例において、需要予測情報451は、図5に示される過去5年間における3種類の製品の売上実績数量に基づいて先5年間(2021年度~2025年度)における3種類の製品の売上予測数量を算出したものである。売上予測数量は、売上実績数量と売上予測数量との差分に基づく学習によって求められる。売上予測数量は、未来需要予測情報に相当する。「夏季平均気温[℃]」列から「GDP成長率[%]」列までは、未来需要予測情報を算出するためのデータを示している。
 本図に示す売上予測数量は、Positiveな場合におけるものである。ただし、売上数量予測は、Positiveな場合におけるものと、Negativeな場合におけるものとの2種類あることが望ましい。Positiveな場合は、具体例として、空気調和機を製品と想定したときに、夏が暑く、かつ、冬が寒い場合、又は、オリンピック等により新しい建物の建設が多い場合である。Negativeな場合は、具体例として、GDP成長率が低くなることに伴い、需要予測指標も小さくなるものである。需要予測指標は、需要予測を指標化したものである。需要予測指標は、どのように求められてもよい。
The demand forecast database 431 is a database that stores the demand forecast information 451. The demand forecast information 451 shows a forecast of the demand of the product and includes the future demand forecast information.
FIG. 6 shows a specific example of the demand forecast information 451. In this example, the demand forecast information 451 determines the sales forecast quantity of the three types of products in the next five years (FY2021 to FY2025) based on the actual sales quantity of the three types of products in the past five years shown in FIG. It is calculated. The forecasted sales quantity is obtained by learning based on the difference between the actual sales quantity and the forecasted sales quantity. The sales forecast quantity corresponds to the future demand forecast information. From the "summer average temperature [° C]" column to the "GDP growth rate [%]" column, data for calculating future demand forecast information is shown.
The sales forecast quantity shown in this figure is for a positive case. However, it is desirable that there are two types of sales volume forecasts, one in the positive case and the other in the negative case. In the case of Positive, as a specific example, when the air conditioner is assumed to be a product, the summer is hot and the winter is cold, or there are many constructions of new buildings due to the Olympic Games and the like. In the case of Negative, as a specific example, as the GDP growth rate decreases, the demand forecast index also decreases. The demand forecast index is an index of the demand forecast. The demand forecast index may be obtained in any way.
 供給目標データベース433は、供給目標情報453を格納するデータベースである。供給目標情報453は、需要予測に基づく供給目標と、現状の生産能力とを示す。
 図7は、供給目標情報453の具体例を示している。本例において、製品ごとに、1年間における生産工程ごとの供給目標と現状の生産能力とを示している。「供給目標数量」は、需要予測に基づく供給目標を示す。「現状生産能力」は、現状の生産能力を示す。本例において、いずれの製品においても、塗装工程のみ「供給目標数量」が「現状生産能力」を下回っている。そのため、塗装工程の生産能力不足により、製品の需要に対して製品の供給が今後不足することが分かる。
The supply target database 433 is a database that stores the supply target information 453. The supply target information 453 indicates a supply target based on the demand forecast and the current production capacity.
FIG. 7 shows a specific example of the supply target information 453. In this example, the supply target and the current production capacity for each production process in one year are shown for each product. "Supply target quantity" indicates a supply target based on a demand forecast. "Current production capacity" indicates the current production capacity. In this example, in all the products, the "supply target quantity" is lower than the "current production capacity" only in the painting process. Therefore, it can be seen that the supply of products will be insufficient in the future to meet the demand for products due to the lack of production capacity in the painting process.
 生産設備設計情報データベース434は、生産設備設計情報454を格納するデータベースである。生産設備設計情報454は、新規生産設備を設計するにあたり必要な部品等のリソースの情報を示す。本例において、工事設計情報455は、項目ごとに項目の必要なリソース種別が人員である場合、点数は全作業者の総稼働時間を表す。
 図8は、生産設備設計情報454の具体例を示している。本例は、塗装工程の生産能力を増設するために塗装設備を新たに増設することに対応する。本例は、増設する塗装設備の設計情報として、塗装設備を構成する設備ごとに、設備を構成する部材の種類及び数量と、設計工数とを示している。なお、塗装設備は、リークテスト設備と、洗浄設備と、電着塗装設備と、乾燥炉設備と、真空炉設備とから構成されるものとする。
The production equipment design information database 434 is a database that stores the production equipment design information 454. The production equipment design information 454 indicates information on resources such as parts necessary for designing a new production equipment. In this example, in the construction design information 455, when the resource type required for each item is personnel, the score represents the total operating time of all workers.
FIG. 8 shows a specific example of the production equipment design information 454. This example corresponds to the addition of new painting equipment in order to increase the production capacity of the painting process. In this example, as the design information of the painting equipment to be added, the type and quantity of the members constituting the equipment and the design man-hours are shown for each equipment constituting the painting equipment. The coating equipment shall consist of leak test equipment, cleaning equipment, electrodeposition coating equipment, drying furnace equipment, and vacuum furnace equipment.
 工事設計情報データベース435は、工事設計情報455を格納するデータベースである。工事設計情報455は、工事の各工程において必要な工数等の情報を示す。
 図9は、工事設計情報455の具体例を示している。なお、2つの表を結んでいる曲線は、2つの表がつながっていることを表す。即ち、本図において、左の表の最も下の行の次の行は、右の表の最も上の行である。
 本例は、生産設備設計情報454に基づいて、機械工事と、電気工事と、制御試運転とに関する設計情報を求めた結果である。具体的には、設備組立消耗材の種類及び数量と、設備据付消耗材の種類及び数量と、電気配線敷設消耗材の種類及び数量と、機械工事設計工数と、電気工事設計工数と、設備制御設計工数と、制御プログラム作成工数と、試運転工数とを求めることにより、本例は生成される。
The construction design information database 435 is a database for storing construction design information 455. The construction design information 455 indicates information such as man-hours required in each process of construction.
FIG. 9 shows a specific example of the construction design information 455. The curve connecting the two tables indicates that the two tables are connected. That is, in this figure, the row following the bottom row in the left table is the top row in the right table.
This example is a result of requesting design information regarding mechanical work, electrical work, and control test run based on the production equipment design information 454. Specifically, the type and quantity of equipment assembly consumables, the type and quantity of equipment installation consumables, the type and quantity of electrical wiring laying consumables, mechanical work design man-hours, electrical work design man-hours, and equipment control. This example is generated by obtaining the design man-hours, the control program creation man-hours, and the trial run man-hours.
 費目データベース436は、費目情報456を格納するデータベースである。費目情報456は、リソースごとの費用を示す。
 図10は、費目情報456の具体例を示している。本例は、生産設備設計情報454と、工事設計情報455とに基づいて投資コストを算出する際に用いられる各種リソースの単価を示している。また、本例は、生産計画情報458と、製品設計情報459とに基づいて生産運用コストを算出する際に用いられる各種リソースの単価も示している。
The expense item database 436 is a database for storing expense item information 456. The cost item information 456 indicates the cost for each resource.
FIG. 10 shows a specific example of the expense item information 456. This example shows the unit price of various resources used when calculating the investment cost based on the production equipment design information 454 and the construction design information 455. In addition, this example also shows the unit price of various resources used when calculating the production operation cost based on the production plan information 458 and the product design information 459.
 投資コストデータベース437は、投資コスト情報457を格納するデータベースである。投資コスト情報457は、投資コストを示す。投資コストは、新規生産設備を増設する投資に要するコストを示す。
 図11は、投資コスト情報457の具体例を示している。本例において、投資コスト情報457は、生産設備設計情報454と、工事設計情報455とのそれぞれに示されている値に費目情報456に示される単価を掛け合わせることによって算出された値を示している。
The investment cost database 437 is a database for storing investment cost information 457. The investment cost information 457 indicates the investment cost. The investment cost indicates the cost required for the investment to add a new production facility.
FIG. 11 shows a specific example of the investment cost information 457. In this example, the investment cost information 457 shows a value calculated by multiplying the values shown in the production equipment design information 454 and the construction design information 455 by the unit price shown in the cost item information 456. There is.
 生産計画データベース438は、生産計画情報458を格納するデータベースである。生産計画情報458は、需要予測に基づいて算出された生産計画を示す。
 図12、図13、及び図14は、生産計画情報458の具体例を示している。本例において、生産計画情報458は、需要予測に基づいて、製品ごと、生産工程ごとに算出された生産計画を示している。
 本例において、需要予測に基づいて、タイプ1から3までの3種類の生産計画が算出されている。ここで、タイプ1は独占的なシェア(シェア80~100%)に対応し、タイプ2は中程度のシェア(シェア20~80%)に対応し、かつ、タイプ3は小規模のシェアもしくはスモールスタート(シェア0~20%)に対応する。
 以下、メモリ43が記憶する各情報の説明は、タイプ1のシェア100%の生産計画に対応している。なお、本図に示す3種類の生産計画ごとに生産運用コストを算出して、評価指標を求めて3種類の生産計画を比較することが望ましい。
The production planning database 438 is a database for storing production planning information 458. The production plan information 458 shows the production plan calculated based on the demand forecast.
12, 13, and 14 show specific examples of production planning information 458. In this example, the production plan information 458 shows the production plan calculated for each product and each production process based on the demand forecast.
In this example, three types of production plans of types 1 to 3 are calculated based on the demand forecast. Here, Type 1 corresponds to an exclusive share (share 80-100%), Type 2 corresponds to a medium share (share 20-80%), and Type 3 corresponds to a small share or small share. Corresponds to the start (share 0 to 20%).
Hereinafter, the description of each information stored in the memory 43 corresponds to a production plan having a 100% share of type 1. It is desirable to calculate the production operation cost for each of the three types of production plans shown in this figure, obtain an evaluation index, and compare the three types of production plans.
 製品設計情報データベース439は、製品設計情報459を格納するデータベースである。製品設計情報459は、いわゆる製造BOM(Bills Of Materials)である。
 図15は、製品設計情報459の具体例を示している。本例において、製品設計情報459は、製品ごとの構成部品とリソース種別と点数とを示している。
The product design information database 439 is a database that stores the product design information 459. The product design information 459 is a so-called manufacturing BOM (Bills Of Materials).
FIG. 15 shows a specific example of product design information 459. In this example, the product design information 459 indicates a component, a resource type, and a score for each product.
 生産運用コストデータベース440は、生産運用コスト情報460を格納するデータベースである。生産運用コスト情報460は、生産運用コストを示す。生産運用コスト情報460を求める処理は、生産運用コストシミュレーションに相当する。
 図16は、生産運用コスト情報460の具体例を示している。本例において、生産運用コスト情報460は、生産計画情報458と、製品設計情報459とのそれぞれに示されている値に費目情報456に示されている単価を掛け合わせることによって算出された値を示している。
The production operation cost database 440 is a database that stores the production operation cost information 460. The production operation cost information 460 indicates the production operation cost. The process of obtaining the production operation cost information 460 corresponds to the production operation cost simulation.
FIG. 16 shows a specific example of the production operation cost information 460. In this example, the production operation cost information 460 is a value calculated by multiplying the values shown in the production plan information 458 and the product design information 459 by the unit price shown in the expense item information 456. Shows.
 評価指標データベース441は、評価指標情報461を格納するデータベースである。評価指標情報461は、評価指標を示す。
 図17は、評価指標情報461の具体例を示している。本例において、評価指標情報461は、Positiveな場合における需要予測に基づき、また、2021年度から2025年度までにおける製品A、B、及びCに対応する各種の値を示している。ここで、製品売上は、需要予測情報451に基づく。投資コストは、投資コスト情報457に基づく。生産運用コストは、生産運用コスト情報460に基づく。合計は、製品売上と、投資コストと、生産運用コストとの和である。
The evaluation index database 441 is a database that stores the evaluation index information 461. The evaluation index information 461 indicates an evaluation index.
FIG. 17 shows a specific example of the evaluation index information 461. In this example, the evaluation index information 461 is based on the demand forecast in the positive case, and shows various values corresponding to the products A, B, and C from 2021 to 2025. Here, the product sales are based on the demand forecast information 451. The investment cost is based on the investment cost information 457. The production operation cost is based on the production operation cost information 460. The total is the sum of product sales, investment costs, and production and operation costs.
 目標指標データベース442は、目標指標情報462を格納するデータベースである。目標指標情報462は、目標指標を示す。
 図18は、目標指標情報462の具体例を示している。投資コードは、投資する案件の名称を示す。本例において、投資コードは「塗装工程増設」である。固定負債は、金融機関等の他人資本から借り入れる費用を示す。固定負債金利は、金融機関から借り入れた費用の金利を示す。純資産は、株主等から借り入れている費用を示す。純資産金利は、株主に還元する際の金利を示す。純資産金利は、株主期待とも呼ばれる。WACCは、投資の元となる自己資本と他人資本との平均金利を示す。
The target index database 442 is a database that stores target index information 462. The target index information 462 indicates a target index.
FIG. 18 shows a specific example of the target index information 462. The investment code indicates the name of the project to be invested. In this example, the investment code is "painting process expansion". Fixed liabilities indicate the cost of borrowing from other people's capital such as financial institutions. Fixed liabilities interest rate indicates the interest rate of expenses borrowed from financial institutions. Net assets indicate the costs borrowed from shareholders, etc. Net asset interest rate indicates the interest rate for returning to shareholders. Net worth interest rates are also called shareholder expectations. WACC indicates the average interest rate between the equity capital that is the source of investment and the capital of others.
 判定結果データベース443は、判定結果情報463を格納するデータベースである。判定結果情報463は、判定部417による判定結果を示す。
 図19は、判定結果情報463の具体例を示している。本例において、IRR>WACCであるので、投資対効果が見込まれる。そのため、判断結果にOKが示されている。
The determination result database 443 is a database that stores the determination result information 463. The determination result information 463 shows the determination result by the determination unit 417.
FIG. 19 shows a specific example of the determination result information 463. In this example, IRR> WACC, so a return on investment is expected. Therefore, OK is shown in the judgment result.
 図20は、本実施の形態に係る設計支援装置4のハードウェア構成例を示している。設計支援装置4は、コンピュータから成る。設計支援装置4は、複数のコンピュータから成ってもよい。 FIG. 20 shows a hardware configuration example of the design support device 4 according to the present embodiment. The design support device 4 comprises a computer. The design support device 4 may be composed of a plurality of computers.
 設計支援装置4は、本図に示すように、プロセッサ11と、主記憶装置12と、補助記憶装置13と、入出力IF(Interface)14と、通信装置15等のハードウェアを備えるコンピュータである。これらのハードウェアは、信号線19を介して互いに接続されている。主記憶装置12は、メインメモリとも呼ばれる。 As shown in this figure, the design support device 4 is a computer including hardware such as a processor 11, a main storage device 12, an auxiliary storage device 13, an input / output IF (Interface) 14, and a communication device 15. .. These hardware are connected to each other via a signal line 19. The main storage device 12 is also called a main memory.
 プロセッサ11は、演算処理を行うIC(Integrated Circuit)であり、かつ、コンピュータが備えるハードウェアを制御する。プロセッサ11は、具体例として、CPU(Central Processing Unit)、DSP(Digital Signal Processor)、又はGPU(Graphics Processing Unit)である。
 設計支援装置4は、プロセッサ11を代替する複数のプロセッサを備えてもよい。複数のプロセッサは、プロセッサ11の役割を分担する。
The processor 11 is an IC (Integrated Circuit) that performs arithmetic processing, and controls the hardware included in the computer. As a specific example, the processor 11 is a CPU (Central Processing Unit), a DSP (Digital Signal Processor), or a GPU (Graphics Processing Unit).
The design support device 4 may include a plurality of processors that replace the processor 11. The plurality of processors share the role of the processor 11.
 主記憶装置12は、典型的には、揮発性の記憶装置である。主記憶装置12は、主記憶装置又はメインメモリとも呼ばれる。主記憶装置12は、具体例として、RAM(Random Access Memory)である。主記憶装置12に記憶されたデータは、必要に応じて補助記憶装置13に保存される。データは、特に断りがない限り、電子データを指す。 The main storage device 12 is typically a volatile storage device. The main storage device 12 is also referred to as a main storage device or a main memory. As a specific example, the main storage device 12 is a RAM (Random Access Memory). The data stored in the main storage device 12 is stored in the auxiliary storage device 13 as needed. Data refers to electronic data unless otherwise noted.
 補助記憶装置13は、典型的には、不揮発性の記憶装置である。補助記憶装置13は、具体例として、ROM(Read Only Memory)、HDD(Hard Disk Drive)、又はフラッシュメモリである。補助記憶装置13に記憶されたデータは、必要に応じて主記憶装置12にロードされる。
 主記憶装置12と、補助記憶装置13とは、一体的に構成されていてもよい。
The auxiliary storage device 13 is typically a non-volatile storage device. As a specific example, the auxiliary storage device 13 is a ROM (Read Only Memory), an HDD (Hard Disk Drive), or a flash memory. The data stored in the auxiliary storage device 13 is loaded into the main storage device 12 as needed.
The main storage device 12 and the auxiliary storage device 13 may be integrally configured.
 入出力IF14は、入力装置及び出力装置が接続されるポートである。入出力IF14は、具体例として、USB(Universal Serial Bus)端子である。入力装置は、具体例として、キーボード及びマウスである。出力装置は、具体例として、ディスプレイである。 The input / output IF14 is a port to which an input device and an output device are connected. The input / output IF 14 is, as a specific example, a USB (Universal Serial Bus) terminal. The input device is, as a specific example, a keyboard and a mouse. The output device is, as a specific example, a display.
 通信装置15は、レシーバ及びトランスミッタである。通信装置15は、具体例として、通信チップ又はNIC(Network Interface Card)である。 The communication device 15 is a receiver and a transmitter. As a specific example, the communication device 15 is a communication chip or a NIC (Network Interface Card).
 設計支援装置4の各部は、他の装置等と通信する際に、通信装置15を適宜用いてもよい。
 設計支援装置4の各部がデータを受け付ける場合、設計支援装置4の各部は、入出力IF14を介してデータを受け付けても良く、また、通信装置15を介してデータを受け付けてもよい。
Each part of the design support device 4 may appropriately use the communication device 15 when communicating with other devices and the like.
When each part of the design support device 4 accepts data, each part of the design support device 4 may receive data via the input / output IF 14 or may receive data via the communication device 15.
 メモリ43は、典型的には主記憶装置12から成る。ストレージ42は、典型的には補助記憶装置13から成る。 The memory 43 typically comprises a main storage device 12. The storage 42 typically comprises an auxiliary storage device 13.
 設計支援プログラム421は、主記憶装置12にロードされて、プロセッサ11によって実行される。設計支援プログラム421を実行する際に用いられるデータと、設計支援プログラム421を実行することによって得られるデータと等は、記憶装置に適宜記憶される。設計支援装置4の各部は、適宜記憶装置を利用する。記憶装置は、具体例として、主記憶装置12と、補助記憶装置13と、プロセッサ11内のレジスタと、プロセッサ11内のキャッシュメモリとの少なくとも1つから成る。なお、データと、情報とは、同等の意味を有することもある。記憶装置は、コンピュータ10と独立したものであってもよい。
 主記憶装置12の機能と、補助記憶装置13の機能とのそれぞれは、他の記憶装置によって実現されてもよい。
The design support program 421 is loaded into the main storage device 12 and executed by the processor 11. The data used when the design support program 421 is executed, the data obtained by executing the design support program 421, and the like are appropriately stored in the storage device. Each part of the design support device 4 uses a storage device as appropriate. As a specific example, the storage device includes at least one of a main storage device 12, an auxiliary storage device 13, a register in the processor 11, and a cache memory in the processor 11. In addition, data and information may have the same meaning. The storage device may be independent of the computer 10.
Each of the function of the main storage device 12 and the function of the auxiliary storage device 13 may be realized by another storage device.
 設計支援プログラム421は、コンピュータが読み取り可能な不揮発性の記録媒体に記録されていても良い。不揮発性の記録媒体は、具体例として、光ディスク又はフラッシュメモリである。設計支援プログラム421は、プログラムプロダクトとして提供されてもよい。 The design support program 421 may be recorded on a non-volatile recording medium that can be read by a computer. The non-volatile recording medium is, for example, an optical disk or a flash memory. The design support program 421 may be provided as a program product.
***動作の説明***
 設計支援装置4の動作手順は、設計支援方法に相当する。また、設計支援装置4の動作を実現するプログラムは、設計支援プログラム421に相当する。
*** Explanation of operation ***
The operation procedure of the design support device 4 corresponds to the design support method. Further, the program that realizes the operation of the design support device 4 corresponds to the design support program 421.
 図21は、設計支援装置4の動作の一例を示すフローチャートである。本図を用いて、設計支援装置4の動作を説明する。 FIG. 21 is a flowchart showing an example of the operation of the design support device 4. The operation of the design support device 4 will be described with reference to this figure.
(ステップS201:需要予測情報取得処理)
 需要予測装置2は、需要予測情報451を設計支援装置4に出力する。
 通信制御部411は、需要予測装置2から受け取った需要予測情報451を需要予測データベース431に記憶する。
(Step S201: Demand forecast information acquisition process)
The demand forecast device 2 outputs the demand forecast information 451 to the design support device 4.
The communication control unit 411 stores the demand forecast information 451 received from the demand forecast device 2 in the demand forecast database 431.
(ステップS202:供給目標情報生成処理)
 需要予測推定部412は、需要予測データベース431から需要予測情報451を取得し、需給過去実績データベース432から需給過去実績情報452を取得し、かつ、供給目標データベース433から供給目標情報453を取得する。需要予測推定部412は、過去における需要の予測と需要の実績との差異に基づいて需要予測情報451を更新する。需要予測推定部412は、更新した需要予測情報451に基づいて供給目標情報453を生成し、生成した供給目標情報453を需給過去実績データベース432に記憶する。
 需要予測推定部412は、通信制御部411を介して、生成した供給目標情報453を生産計画立案部414に出力する。
(Step S202: Supply target information generation process)
The demand forecast estimation unit 412 acquires the demand forecast information 451 from the demand forecast database 431, the supply / supply past record information 452 from the supply / supply past record database 432, and the supply target information 453 from the supply target database 433. The demand forecast estimation unit 412 updates the demand forecast information 451 based on the difference between the past demand forecast and the actual demand. The demand forecast estimation unit 412 generates supply target information 453 based on the updated demand forecast information 451 and stores the generated supply target information 453 in the supply / supply past record database 432.
The demand forecast estimation unit 412 outputs the generated supply target information 453 to the production planning unit 414 via the communication control unit 411.
(ステップS203:投資コスト情報生成処理)
 投資コスト計算部413は、生産設備設計情報データベース434から生産設備設計情報454を取得し、工事設計情報データベース435から工事設計情報455を取得し、かつ、費目データベース436から費目情報456を取得する。投資コスト計算部413は、生産設備設計情報454と、工事設計情報455と、費目情報456とに基づいて投資コスト情報457を生成し、生成した投資コスト情報457を投資コストデータベース437に記憶する。
(Step S203: Investment cost information generation process)
The investment cost calculation unit 413 acquires the production equipment design information 454 from the production equipment design information database 434, the construction design information 455 from the construction design information database 435, and the expense item information 456 from the expense item database 436. The investment cost calculation unit 413 generates investment cost information 457 based on the production equipment design information 454, construction design information 455, and cost item information 456, and stores the generated investment cost information 457 in the investment cost database 437.
(ステップS204:生産計画情報生成処理)
 生産計画立案部414は、需要予測推定部412から供給目標情報453を取得し、取得した供給目標情報453に基づいて生産計画情報458を生成し、生成した生産計画情報458を生産計画データベース438に記憶する。
(Step S204: Production plan information generation process)
The production planning unit 414 acquires supply target information 453 from the demand forecast estimation unit 412, generates production plan information 458 based on the acquired supply target information 453, and stores the generated production plan information 458 in the production plan database 438. Remember.
(ステップS205:生産運用コスト情報生成処理)
 生産コスト計算部415は、製品設計情報データベース439から製品設計情報459を取得し、生産計画データベース438から生産計画情報458を取得し、かつ、費目データベース436から費目情報456を取得する。生産コスト計算部415は、製品設計情報459と、生産計画情報458と、費目情報456とに基づいて生産運用コスト情報460を生成し、生成した生産運用コスト情報460を生産運用コストデータベース440に記憶する。
(Step S205: Production operation cost information generation process)
The production cost calculation unit 415 acquires the product design information 459 from the product design information database 439, the production plan information 458 from the production plan database 438, and the expense item information 456 from the expense item database 436. The production cost calculation unit 415 generates production operation cost information 460 based on the product design information 459, production plan information 458, and cost item information 456, and stores the generated production operation cost information 460 in the production operation cost database 440. do.
(ステップS206:評価指標情報生成処理)
 評価指標計算部416は、投資コストデータベース437から投資コスト情報457を取得し、生産運用コストデータベース440から生産運用コスト情報460を取得する。
 評価指標計算部416は、投資コスト情報457と、生産運用コスト情報460とに基づいて評価指標情報461を生成し、生成した評価指標情報461を評価指標データベース441に記憶する。
(Step S206: Evaluation index information generation process)
The evaluation index calculation unit 416 acquires the investment cost information 457 from the investment cost database 437, and acquires the production operation cost information 460 from the production operation cost database 440.
The evaluation index calculation unit 416 generates the evaluation index information 461 based on the investment cost information 457 and the production operation cost information 460, and stores the generated evaluation index information 461 in the evaluation index database 441.
(ステップS207:判定結果情報生成処理)
 判定部417は、評価指標データベース441から評価指標情報461を取得し、目標指標データベース442から目標指標情報462を取得する。
 判定部417は、評価指標情報461と、目標指標情報462とに基づいて投資対効果を判定し、判定した結果を示す判定結果情報463を生成し、生成した判定結果情報463を判定結果データベース443に記憶する。
(Step S207: Judgment result information generation process)
The determination unit 417 acquires the evaluation index information 461 from the evaluation index database 441, and acquires the target index information 462 from the target index database 442.
The determination unit 417 determines the return on investment based on the evaluation index information 461 and the target index information 462, generates the determination result information 463 indicating the determination result, and uses the generated determination result information 463 as the determination result database 443. Remember in.
(ステップS208:出力処理)
 通信制御部411は、判定結果データベース443から判定結果情報463を取得する。通信制御部411は、判定結果情報463を表示装置5に出力する。
(Step S208: Output processing)
The communication control unit 411 acquires the determination result information 463 from the determination result database 443. The communication control unit 411 outputs the determination result information 463 to the display device 5.
***実施の形態1の効果の説明***
 以上のように、本実施の形態に係る設計支援装置4は、新規生産設備を導入する投資コストを算出し、生産運用コストシミュレーションにより生産運用コストを算出する。また、設計支援装置4は、生産物の需給の予測と、投資コストと、生産運用コストとに基づいて、生産物を販売することによって得られると予測される利益を算出する。さらに、設計支援装置4は、IRRと、WACCとを求め、IRRがWACCを上回るか否かによって、生産設備の増設が有効であるか否かを判定する。そのため、本実施の形態に係る設計支援装置4によれば、生産設備導入の投資対効果を実際の生産をすることなく、生産設備を導入する前により高い精度で評価することが可能となる。
 従って、生産設備の所有者は、設計支援装置4が用いるデータと、設計支援装置4の実行結果とを用いることにより、設備投資と、設備設計と、製品設計等を効率的に実行することができる。また、設計支援装置4によれば、精度の高い投資対効果の経済性を評価することができるため、生産現場層の設計を経営層の投資判断にまでシームレスに繋ぐことができる。
*** Explanation of the effect of Embodiment 1 ***
As described above, the design support device 4 according to the present embodiment calculates the investment cost for introducing the new production equipment, and calculates the production operation cost by the production operation cost simulation. Further, the design support device 4 calculates the profit predicted to be obtained by selling the product based on the forecast of the supply and demand of the product, the investment cost, and the production operation cost. Further, the design support device 4 obtains the IRR and the WACC, and determines whether or not the expansion of the production equipment is effective depending on whether or not the IRR exceeds the WACC. Therefore, according to the design support device 4 according to the present embodiment, it is possible to evaluate the investment return of the introduction of the production equipment with higher accuracy before the introduction of the production equipment without actually performing the production.
Therefore, the owner of the production equipment can efficiently execute the capital investment, the equipment design, the product design, etc. by using the data used by the design support device 4 and the execution result of the design support device 4. can. Further, according to the design support device 4, since it is possible to evaluate the economic efficiency of the return on investment with high accuracy, it is possible to seamlessly connect the design of the production site layer to the investment decision of the management layer.
 また、発電プラント(PA、Process Automation)では、エネルギー供給側の観点でしか投資対効果が図れておらず、需要側又は製品生産側も含めた投資対効果の妥当性評価をすることができないという課題があった。本実施の形態に係る設計支援装置4によれば、この課題を解決することができる。 In addition, in power plants (PA, Process Automation), the return on investment can only be achieved from the perspective of the energy supply side, and it is not possible to evaluate the validity of the return on investment including the demand side or the product production side. There was a challenge. According to the design support device 4 according to the present embodiment, this problem can be solved.
***他の構成***
<変形例1>
 評価指標計算部416と、判定部417と、評価指標データベース441と、目標指標データベース442とを除き、設計支援装置4が備える各部及びデータベースは、設計支援装置4の外部の装置が備える機能又はデータベースであってもよい。
*** Other configurations ***
<Modification 1>
Except for the evaluation index calculation unit 416, the judgment unit 417, the evaluation index database 441, and the target index database 442, each part and the database provided in the design support device 4 are functions or databases provided in the external device of the design support device 4. It may be.
<変形例2>
 図22は、本変形例に係る設計支援装置4のハードウェア構成例を示している。
 設計支援装置4は、本図に示すように、プロセッサ11と主記憶装置12と補助記憶装置13との少なくとも1つに代えて、処理回路18を備える。
 処理回路18は、設計支援装置4が備える各部の少なくとも一部を実現するハードウェアである。
 処理回路18は、専用のハードウェアであってもよく、また、主記憶装置12に格納されるプログラムを実行するプロセッサであってもよい。
<Modification 2>
FIG. 22 shows a hardware configuration example of the design support device 4 according to this modification.
As shown in this figure, the design support device 4 includes a processing circuit 18 in place of at least one of the processor 11, the main storage device 12, and the auxiliary storage device 13.
The processing circuit 18 is hardware that realizes at least a part of each part included in the design support device 4.
The processing circuit 18 may be dedicated hardware, or may be a processor that executes a program stored in the main storage device 12.
 処理回路18が専用のハードウェアである場合、処理回路18は、具体例として、単一回路、複合回路、プログラム化したプロセッサ、並列プログラム化したプロセッサ、ASIC(ASICはApplication Specific Integrated Circuit)、FPGA(Field Programmable Gate Array)又はこれらの組み合わせである。
 設計支援装置4は、処理回路18を代替する複数の処理回路を備えてもよい。複数の処理回路は、処理回路18の役割を分担する。
When the processing circuit 18 is dedicated hardware, the processing circuit 18 is, as a specific example, a single circuit, a composite circuit, a programmed processor, a parallel programmed processor, an ASIC (ASIC is an Application Specific Integrated Circuit), an FPGA. (Field Programmable Gate Array) or a combination thereof.
The design support device 4 may include a plurality of processing circuits that replace the processing circuit 18. The plurality of processing circuits share the role of the processing circuit 18.
 設計支援装置4において、一部の機能が専用のハードウェアによって実現されて、残りの機能がソフトウェア又はファームウェアによって実現されてもよい。 In the design support device 4, some functions may be realized by dedicated hardware, and the remaining functions may be realized by software or firmware.
 処理回路18は、具体例として、ハードウェア、ソフトウェア、ファームウェア、又はこれらの組み合わせにより実現される。
 プロセッサ11と主記憶装置12と補助記憶装置13と処理回路18とを、総称して「プロセッシングサーキットリー」という。つまり、設計支援装置4の各機能構成要素の機能は、プロセッシングサーキットリーにより実現される。
As a specific example, the processing circuit 18 is realized by hardware, software, firmware, or a combination thereof.
The processor 11, the main storage device 12, the auxiliary storage device 13, and the processing circuit 18 are collectively referred to as "processing circuit Lee". That is, the functions of each functional component of the design support device 4 are realized by the processing circuit.
***他の実施の形態***
 実施の形態1について説明したが、本実施の形態のうち、複数の部分を組み合わせて実施しても構わない。あるいは、本実施の形態を部分的に実施しても構わない。その他、本実施の形態は、必要に応じて種々の変更がなされても構わず、全体としてあるいは部分的に、どのように組み合わせて実施されても構わない。
 なお、上述した実施の形態は、本質的に好ましい例示であって、本開示と、その適用物と、用途の範囲とを制限することを意図するものではない。フローチャート等を用いて説明した手順は、適宜変更されてもよい。
*** Other embodiments ***
Although the first embodiment has been described, a plurality of parts of the present embodiment may be combined and carried out. Alternatively, the present embodiment may be partially implemented. In addition, various modifications may be made to the present embodiment as necessary, and the present embodiment may be implemented in any combination as a whole or partially.
It should be noted that the embodiments described above are essentially preferred examples and are not intended to limit the present disclosure, its applications and the scope of its use. The procedure described using the flowchart or the like may be changed as appropriate.
 11 プロセッサ、12 主記憶装置、13 補助記憶装置、14 入出力IF、15 通信装置、18 処理回路、19 信号線、1 生産設備、2 需要予測装置、3 生産制御装置、4 設計支援装置、5 表示装置、41 制御部、411 通信制御部、412 需要予測推定部、413 投資コスト計算部、414 生産計画立案部、415 生産コスト計算部、416 評価指標計算部、417 判定部、42 ストレージ、421 設計支援プログラム、43 メモリ、431 需要予測データベース、432 需給過去実績データベース、433 供給目標データベース、434 生産設備設計情報データベース、435 工事設計情報データベース、436 費目データベース、437 投資コストデータベース、438 生産計画データベース、439 製品設計情報データベース、440 生産運用コストデータベース、441 評価指標データベース、442 目標指標データベース、443 判定結果データベース、451 需要予測情報、452 需給過去実績情報、453 供給目標情報、454 生産設備設計情報、455 工事設計情報、456 費目情報、457 投資コスト情報、458 生産計画情報、459 製品設計情報、460 生産運用コスト情報、461 評価指標情報、462 目標指標情報、463 判定結果情報、44 通信部、45 入力部、90 設計支援システム。 11 processor, 12 main storage device, 13 auxiliary storage device, 14 input / output IF, 15 communication device, 18 processing circuit, 19 signal line, 1 production equipment, 2 demand forecasting device, 3 production control device, 4 design support device, 5 Display device, 41 control unit, 411 communication control unit, 412 demand forecast estimation unit, 413 investment cost calculation unit, 414 production planning unit, 415 production cost calculation unit, 416 evaluation index calculation unit, 417 judgment unit, 42 storage, 421. Design support program, 43 memory, 431 demand forecast database, 432 supply and demand past record database, 433 supply target database, 434 production equipment design information database, 435 construction design information database, 436 cost item database, 437 investment cost database, 438 production plan database, 439 Product design information database, 440 Production operation cost database, 441 Evaluation index database, 442 Target index database, 443 Judgment result database, 451 Demand forecast information, 452 Demand and supply past performance information, 453 Supply target information, 454 Production equipment design information, 455 Construction design information, 456 cost item information, 457 investment cost information, 458 production plan information, 459 product design information, 460 production operation cost information, 461 evaluation index information, 462 target index information, 463 judgment result information, 44 communication department, 45 input. Department, 90 design support system.

Claims (9)

  1.  新規に増設することを計画している生産設備である新規生産設備を含む生産設備である改良生産設備が生産する生産物を販売することによって得られると予測される利益である予測利益に対応する指標である評価指標を算出する評価指標計算部と、
     前記新規生産設備を増設することに要する投資コストに対応する資金を調達することに要するコストであって、前記新規生産設備を増設する者の自己資本と、他人資本との双方に対応するコストである資金調達コストに対応する指標である目標指標を算出し、前記評価指標が前記目標指標を上回る場合に、前記新規生産設備を増設することが有効であると判断する判定部と
    を備える設計支援装置。
    Corresponds to the forecast profit, which is the profit expected to be obtained by selling the products produced by the improved production equipment, which is the production equipment including the new production equipment, which is the production equipment planned to be newly added. The evaluation index calculation unit that calculates the evaluation index, which is an index,
    The cost required to procure funds corresponding to the investment cost required to expand the new production facility, and the cost corresponding to both the capital of the person who expands the new production facility and the capital of others. Design support provided with a determination unit that calculates a target index, which is an index corresponding to a certain funding cost, and determines that it is effective to add the new production equipment when the evaluation index exceeds the target index. Device.
  2.  前記新規生産設備の設計情報と、前記新規生産設備を導入する工事の設計情報とを用いて前記投資コストを算出する投資コスト計算部を備える請求項1に記載の設計支援装置。 The design support device according to claim 1, further comprising an investment cost calculation unit that calculates the investment cost using the design information of the new production equipment and the design information of the construction for introducing the new production equipment.
  3.  前記改良生産設備を運用することに要するコストである運用コストと、前記生産物を生産する計画を示す生産計画とを受け取り、前記生産物を生産することに要するコストであって、前記投資コストを除くコストである生産コストを、前記生産計画を用いて算出し、前記生産コストと、前記運用コストとを用いて、前記改良生産設備を運用することと、前記生産物を生産することとに要するコストである生産運用コストを算出する生産コスト計算部を備え、
     前記評価指標計算部は、前記投資コストと、前記生産運用コストとを用いて前記評価指標を算出する請求項1又は2に記載の設計支援装置。
    The operation cost, which is the cost required to operate the improved production facility, and the production plan indicating the plan to produce the product are received, and the investment cost, which is the cost required to produce the product, is used as the investment cost. The production cost, which is the cost to be excluded, is calculated by using the production plan, and is required to operate the improved production facility and to produce the product by using the production cost and the operation cost. Equipped with a production cost calculation unit that calculates the production operation cost, which is the cost.
    The design support device according to claim 1 or 2, wherein the evaluation index calculation unit calculates the evaluation index using the investment cost and the production operation cost.
  4.  前記生産物の需要の実績を示す需要実績情報と、前記需要実績情報に対応する情報であって、前記生産物の過去における需要の予測を示す情報である過去需要予測情報との差異を用いて前記生産物の未来における需要の予測を示す未来需要予測情報を求め、前記生産物に係る供給の目標を示す供給目標情報を前記未来需要予測情報に基づいて生成する需要予測推定部を備える請求項3に記載の設計支援装置。 Using the difference between the demand actual information indicating the actual demand of the product and the past demand forecast information which is the information corresponding to the demand actual information and is the information indicating the past demand forecast of the product. A claim including a demand forecast estimation unit that obtains future demand forecast information indicating a future demand forecast of the product and generates supply target information indicating a supply target related to the product based on the future demand forecast information. The design support device according to 3.
  5.  前記評価指標計算部は、前記評価指標として内部収益率を算出する請求項1から4のいずれか1項に記載の設計支援装置。 The design support device according to any one of claims 1 to 4, wherein the evaluation index calculation unit calculates an internal rate of return as the evaluation index.
  6.  前記判定部は、前記目標指標として加重平均資本コストを算出する請求項1から5のいずれか1項に記載の設計支援装置。 The design support device according to any one of claims 1 to 5, wherein the determination unit calculates a weighted average cost of capital as the target index.
  7.  請求項1から6のいずれか1項に記載の設計支援装置を備える設計支援システム。 A design support system including the design support device according to any one of claims 1 to 6.
  8.  評価指標計算部が、新規に増設することを計画している生産設備である新規生産設備を含む生産設備である改良生産設備が生産する生産物を販売することによって得られると予測される利益である予測利益に対応する指標である評価指標を算出し、
     判定部が、前記新規生産設備を増設することに要する投資コストに対応する資金を調達することに要するコストであって、前記新規生産設備を増設する者の自己資本と、他人資本との双方に対応するコストである資金調達コストに対応する指標である目標指標を算出し、前記評価指標が前記目標指標を上回る場合に、前記新規生産設備を増設することが有効であると判断する設計支援方法。
    With the profit expected to be obtained by the evaluation index calculation department selling the products produced by the improved production equipment, which is the production equipment including the new production equipment, which is the production equipment planned to be newly added. Calculate an evaluation index, which is an index corresponding to a certain forecast profit,
    The cost required for the determination unit to procure funds corresponding to the investment cost required for expanding the new production equipment, and for both the capital of the person who expands the new production equipment and the capital of others. A design support method that calculates a target index, which is an index corresponding to the funding cost, which is the corresponding cost, and determines that it is effective to add the new production facility when the evaluation index exceeds the target index. ..
  9.  コンピュータに、
     新規に増設することを計画している生産設備である新規生産設備を含む生産設備である改良生産設備が生産する生産物を販売することによって得られると予測される利益である予測利益に対応する指標である評価指標を算出させ、
     前記新規生産設備を増設することに要する投資コストに対応する資金を調達することに要するコストであって、前記新規生産設備を増設する者の自己資本と、他人資本との双方に対応するコストである資金調達コストに対応する指標である目標指標を算出させ、前記評価指標が前記目標指標を上回る場合に、前記新規生産設備を増設することが有効であると判断させる設計支援プログラム。
    On the computer
    Corresponds to the forecast profit, which is the profit expected to be obtained by selling the products produced by the improved production equipment, which is the production equipment including the new production equipment, which is the production equipment planned to be newly added. Have them calculate the evaluation index, which is an index,
    The cost required to procure funds corresponding to the investment cost required to expand the new production facility, and the cost corresponding to both the capital of the person who expands the new production facility and the capital of others. A design support program that causes a target index, which is an index corresponding to a certain funding cost, to be calculated, and when the evaluation index exceeds the target index, it is judged that it is effective to add the new production facility.
PCT/JP2020/028956 2020-07-29 2020-07-29 Design assistance device, design assistance system, design assistance method, and design assistance program WO2022024234A1 (en)

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Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20080010108A1 (en) * 2006-05-30 2008-01-10 Ken Roberts Market Research Analysis Method
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KR20150048431A (en) * 2013-10-28 2015-05-07 주식회사 와이티 System to serve business economic efficiency evaluation service using the wether information in SAAS

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20080010108A1 (en) * 2006-05-30 2008-01-10 Ken Roberts Market Research Analysis Method
JP2008021170A (en) * 2006-07-13 2008-01-31 Toshiba Corp Power plant value evaluation system and its program
KR20150048431A (en) * 2013-10-28 2015-05-07 주식회사 와이티 System to serve business economic efficiency evaluation service using the wether information in SAAS

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