WO2012114623A1 - Work plan creation device and work plan creation method - Google Patents

Work plan creation device and work plan creation method Download PDF

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Publication number
WO2012114623A1
WO2012114623A1 PCT/JP2011/079257 JP2011079257W WO2012114623A1 WO 2012114623 A1 WO2012114623 A1 WO 2012114623A1 JP 2011079257 W JP2011079257 W JP 2011079257W WO 2012114623 A1 WO2012114623 A1 WO 2012114623A1
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WO
WIPO (PCT)
Prior art keywords
work
worker
work process
production
product
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PCT/JP2011/079257
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French (fr)
Japanese (ja)
Inventor
石橋 尚也
優一 杉西
聡士 永原
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株式会社日立製作所
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Publication of WO2012114623A1 publication Critical patent/WO2012114623A1/en

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    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B19/00Programme-control systems
    • G05B19/02Programme-control systems electric
    • G05B19/418Total factory control, i.e. centrally controlling a plurality of machines, e.g. direct or distributed numerical control [DNC], flexible manufacturing systems [FMS], integrated manufacturing systems [IMS] or computer integrated manufacturing [CIM]
    • G05B19/41865Total factory control, i.e. centrally controlling a plurality of machines, e.g. direct or distributed numerical control [DNC], flexible manufacturing systems [FMS], integrated manufacturing systems [IMS] or computer integrated manufacturing [CIM] characterised by job scheduling, process planning, material flow
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02PCLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
    • Y02P90/00Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
    • Y02P90/02Total factory control, e.g. smart factories, flexible manufacturing systems [FMS] or integrated manufacturing systems [IMS]

Definitions

  • the present invention relates to a work plan creation device and a work plan creation method for creating a work plan including a plan for training workers related to on-site manufacturing in relation to a production plan drafting operation for individually ordered products such as industrial machines, motors and elevators. It is about.
  • element work is integrated within a range that does not exceed the tact time from the tact time calculated from the shipment plan for each product type and the standard work time of element work. Describes worker assignment technology that achieves target production and maximizes working time for unfamiliar work by assigning work to workers whose total work time of integrated elemental work is less than or equal to the tact time. Has been.
  • the production index such as the production amount and the delivery date compliance rate is quantitatively predicted for the manufacturing process in which the specification and the delivery date are individually set for each product, and the production index is not achieved.
  • the purpose is to identify the skill as a factor, and to simultaneously create a work plan including a worker training plan with necessary work skills and a worker assignment plan.
  • the work plan creation apparatus includes a plurality of work processes until a product is delivered, work completion times of the work processes, and workers.
  • a production capacity calculation unit that identifies the work process that occurs, assigns the worker to the work process that is delayed in delivery, determines the training completion time of the worker assigned based on the training period, and A worker assignment unit that determines the work completion time of the work process for each work process when the training completion time of the worker is applied, and the work completion for each work process obtained by the personnel assignment part
  • a production simulation unit for simulating whether the work process until delivery of the product is in time for delivery, and a production plan evaluation unit for selecting an optimal work process from the work processes simulated by the production simulation unit And.
  • the present invention is a work plan creation method performed by the work plan creation device.
  • FIG. 1 is a schematic diagram of a work plan creation system 100 of the present invention which is an embodiment of the present invention.
  • the work plan creation system 100 includes a work plan creation device 110, an order processing device 120, a production line management device 130, and a production information management device 140, which are mutually connected via a network 190. It is possible to send and receive information.
  • the order processing device 120 accepts orders from customers, manages order information such as product specifications, customer information, and delivery dates, and accepts them when determined in advance or in response to a request from the work plan creation device 110.
  • the order information is transmitted to the work plan creation device 110.
  • the production line management device 130 may manage the work performance information of all the production lines with one unit, or may be installed as many as the number of production lines. Then, the production line management device 130 transmits work result information to the work plan creation device 110 when determined in advance or in response to a request from the work plan creation device 110.
  • the production information management device 140 manages the production capacity of each process, the process route information for each product, the process route information such as the equipment that can be processed, and the like, or a request from the raw work plan creation device 110 when determined in advance. In response, the production capacity and process route information are transmitted to the work plan creation device 110.
  • FIG. 2 is a schematic diagram of the work plan creation device 110.
  • the work plan creation apparatus 110 includes a control unit 111, an input unit 112, an output unit 113, a communication unit 114, and a storage unit 115.
  • the control unit 111 includes an information acquisition unit 1111, a necessary production capacity calculation unit 1112, an operator personnel allocation unit 1113, a production simulation unit 1114, an operator training plan creation unit 1115, and a production plan evaluation unit 1116.
  • a work instruction unit 1117 receives input of various types of information such as worker-specific training information and process-specific training information for performing each process described below.
  • the output unit 113 outputs various types of information such as simulation results of each process described later.
  • the communication unit 114 transmits and receives various information via the network 190.
  • the storage unit 115 includes an order information storage unit 1151, an in-process information storage unit 1152, a work performance information storage unit 1153, a process route information storage unit 1154, an equipment operation information storage unit 1155, and a process-specific training information storage unit. 1156, a worker-specific training information storage unit 1157, and a worker training plan information storage unit 1158.
  • the work plan creation device 110 shown in FIG. 1 is, for example, an external device such as a CPU (Central Processing Unit) 901, a memory 902, and an HDD (Hard Disk Drive) as shown in FIG. 11 (schematic diagram of the computer 900).
  • a general computer 900 including an output device 907 and a communication device 908 such as a NIC (Network Interface Card) for connecting to a communication network.
  • NIC Network Interface Card
  • FIG. 3 is a diagram showing an embodiment of a file format of order information stored in the order information storage unit 1151 shown in FIG.
  • the order information is information indicating the contents of a request received from a customer (for example, what product has been ordered).
  • the file format 1151 of the order information includes a field for registering a product number, which is an identification number assigned when an order is received from a customer who is a customer, and a product as a recipient.
  • a field for registering a delivery date for shipping and a field for registering a customer's delivery destination are associated with each other.
  • FIG. 3 shows that, for example, the delivery date of the product having the product number “product A” received from the customer “company A” is “February 19”. Note that the order information described above is stored, for example, when the order processing apparatus 120 shown in FIG. 1 receives an order for a product or the like and transmits it via the network 190.
  • FIG. 4 is a diagram illustrating an embodiment of a file format of in-process information stored in the in-process information storage unit 1152 illustrated in FIG.
  • In-process information is information indicating the manufacturing process (progress status) of a product that has received an order.
  • the file format 1152 for in-process information includes a field for registering a product number, which is an identification number assigned when an order is received from a customer, and the corresponding product is currently A field for registering a process in progress is associated with the field.
  • a product whose product number is “product A” indicates that the operation of “process 4” is in progress.
  • the in-process information described above is stored, for example, when the production management apparatus 140 illustrated in FIG. 1 starts a process of manufacturing a product or the like and is transmitted via the network 190.
  • FIG. 5 is a diagram illustrating an embodiment of a file format of work performance information stored in the work performance information storage unit 1153 illustrated in FIG.
  • the work performance information is information indicating a schedule and equipment for completing a process for manufacturing a product that has received an order.
  • the file format 1153 of work performance information includes a field for registering a product number, which is an identification number assigned when an order is received from a customer who is a customer, and the corresponding product is manufactured.
  • a field for registering a process for which processing has been completed, a field for registering a facility name of a process for which the corresponding product has completed manufacturing processing, a field for registering the time at which the corresponding product has completed manufacturing processing, Are associated with each other.
  • FIG. 6 is a diagram illustrating an embodiment of a file format of process route information stored in the process route information storage unit 1154 illustrated in FIG.
  • the process route information is information indicating a process, equipment, and work time required until a product that has received an order is completed.
  • the file format 1154 of the process route information includes a field for registering a product number, which is an identification number assigned when an order is received from a customer, and the corresponding product is manufactured. Register the field for registering the process that requires processing, the field for registering the equipment name of the process that the corresponding product manufactures, and the time required for processing at the corresponding facility of the process that the corresponding product manufactures. And a field for registering the number of facilities in the process that the corresponding product manufactures are associated with each other.
  • process 1 is performed by “equipment 101” or “equipment 102”. Both the equipment 101 "and the” equipment 102 “indicate two hours. Furthermore, since the facilities performing “Step 1” are “facility 101” and “facility 102”, “2” is stored as the number of facilities.
  • Step 2 is performed in any one of “Equipment 201” to “Equipment 204”, and the operation time is “Equipment 201” and “Equipment 203” for 8 hours, and “Equipment 202”. 9 hours and “equipment 204” indicate 10 hours.
  • the facilities performing “Step 2” are “facility 201” to “facility 204”, “4” is stored as the number of facilities. “Step 3” is also stored in the same manner. Note that the process route information described above is stored in advance, for example, by the production management apparatus 140 shown in FIG.
  • FIG. 7 is a diagram illustrating an embodiment of a file format of facility operation information stored in the facility operation information storage unit 1155 illustrated in FIG.
  • the facility operation information is information indicating the operation time of the facility for manufacturing the product.
  • the file format 1155 of equipment operation information registers a field for registering equipment, a field for registering a date when the relevant equipment operates, and a time when the relevant equipment starts operation. And a field for registering the time when the corresponding equipment ends its operation are associated with each other.
  • FIG. 7 for example, a facility whose facility name is “facility 101” operates from “9:00” to “17:00” on “February 1”, and “9 on February 3”. 0:00 ”to“ 19:00 ”. Note that the facility operation information described above is stored in advance, for example, by the production management apparatus 140 shown in FIG.
  • FIG. 8 is a diagram illustrating an embodiment of a file format of worker-specific training information (skill map) stored in the worker-specific training information storage unit 1156 illustrated in FIG.
  • the training information for each worker is information indicating a process that can be performed by a worker who manufactures the product and a working time at that time.
  • the file format 1156 of the worker-specific training information includes a field for registering an operator, a field for registering a process, and a standard necessary for an operator to master the corresponding process.
  • a field for registering a period is associated with a field for registering a proficiency time required when an operator has mastered the corresponding process.
  • the worker indicated by “worker A” indicates that “step 2” whose standard period is “2 months” has been completed in “3.5 months”, and “ An operator indicated by “C” indicates that “step 1” having a standard period of “3 months” has been completed in “4 months”.
  • the worker-specific training information described above is stored in advance by the work plan creation device 110 shown in FIG.
  • FIG. 9 is a diagram illustrating an embodiment of a file format of the process-specific training information stored in the process-specific training information storage unit 1157 illustrated in FIG.
  • the process-specific training information is information indicating an education period and an education item that are necessary for an operator to learn a process for manufacturing a product.
  • the file format 1157 of the process-specific training information includes a field for registering a process, a field for registering a process similar to the corresponding process, and an operator who has mastered the similar process corresponding to the process. And a field for registering a proficiency time required for proficiency.
  • FIG. 10 is a diagram illustrating an embodiment of a file format of worker training plan information stored in the worker training plan information storage unit 1158 illustrated in FIG.
  • the worker training plan information is information indicating a training plan (period) for a worker for learning a process of a certain product.
  • a file format 1158 of worker training plan information includes a field for registering a process, a field for registering a worker, and a field for registering a period for training a worker. And a field for registering a period during which the trained worker can start application to mass production.
  • the period for training the worker indicated by “worker C” so that the work of “process 3” can be performed is “4/1 to 7/31”. “C” is applicable to the work of “Step 1” after 10/1. Note that the worker training plan information described above is stored in advance, for example, in the work plan creation device 110 shown in FIG.
  • FIG. 12 is a flowchart showing a process of creating a production plan executed by the work plan creating apparatus 110 according to the present invention.
  • the information acquisition unit 1111 receives, as input data, each product received from the storage unit 115 (hereinafter also referred to as a planning target product and a target product), facility information, production capacity information, process route information, and facility operating time information. Read (S10).
  • the necessary production capacity calculation unit 1112 performs a production simulation from the present to the future, and evaluates whether the delivery date of each product is in time (S20).
  • the worker assignment unit 1113 creates a worker assignment plan from the worker-specific training information and the process-specific training information (S30).
  • the production simulation unit 1114 performs a production simulation from the present to the future using a plurality of work plans, and evaluates whether the delivery date of each product is in time (S40).
  • the worker training planning unit 1115 outputs the simulation result of step S40 (S50). Details of steps S20 to S40 will be described with reference to FIGS. 13A to 15. The output result of step S50 will be described in detail with reference to FIG.
  • the production plan evaluation unit 1116 selects an optimal worker training plan for the output result of step S50 based on threshold values such as a preset delivery date compliance rate and total overtime hours (S60).
  • the work instruction unit 1117 transmits the worker training plan selected in step S60 to the production line management device 130 via the network 190, and causes all the devices to adopt the worker training plan selected this time (S70). .
  • S70 the process of step S70 ends, all the processes shown in FIG. 12 end. In this way, a product production plan is created in accordance with the changed work plan in consideration of the worker's training plan while observing the delivery date from the customer.
  • FIG. 13A is a flowchart showing a process for calculating the necessary production capacity in step S20 in FIG.
  • the required production capacity calculation unit 1112 refers to the order target product (product number) stored in the storage unit 115 and the plan target product (product number) and the process route information illustrated in FIG. Information on processes necessary for the product is fetched (S201).
  • the necessary production capacity calculation unit 1112 determines an assignment plan of work until the target product is completed based on work plan information (not shown) of a predetermined product (S202).
  • the necessary production capacity calculation unit 1112 repeats the processing steps S204 to S209 for the number of all products in order to formulate work allocation plans for all products stored in the order information storage unit 1151 (S203). Further, the necessary production capacity calculation unit 1112 repeats the processing steps S205 to S207 by the number of all processes in order to make an allocation plan for the target product (S204).
  • the required production capacity calculation unit 1112 confirms whether there is equipment that can be used at the relevant date and time of the target product and target process (S205).
  • the product having the product number stored in the order information shown in FIG. 3 performs the process stored in the work performance information shown in FIG. 5
  • the product is stored in the process route information shown in FIG.
  • the required production capacity calculator 1112 refers to the process route information shown in FIG. 6 with “process 3” as a key when performing the process of “process 3”, and the equipment capable of performing “process 3”. It is understood that “2” units “equipment 302” and the working time is “7” hours.
  • the necessary production capacity calculation unit 1112 refers to these pieces of information and refers to the equipment operation information shown in FIG. 7 to determine whether or not the “equipment 302” necessary for performing “process 3” can be used. To do.
  • step S206 advances the corresponding date and time by the unit time (S206), and returns to step S205.
  • the process of determining whether there is a usable facility is repeatedly performed. On the other hand, if there is a usable facility (S205; Yes), the necessary production capacity calculation unit 1112 proceeds to step S207, assigns the corresponding product to the usable facility, and sets the corresponding date and time for the work time (for example, In the case of “Step 3”, the work time is “7” hours, so that time) is advanced (S207).
  • the necessary production capacity calculation unit 1112 repeats the processing steps S205 to S207 as many times as the total number of processes in order to plan the target product (S208). Finally, the target product is delayed from the delivery date. (S209).
  • the delivery delay detection simulation unit 1112 is stored in the order information of FIG. 3 in order to plan all target products.
  • the processing steps S204 to S209 are repeated for all the other products by the number of all processes (S210). When the process of step S210 is finished, all the processes shown in FIG. 13A are finished.
  • FIG. 14 is a flowchart showing a process for calculating the worker personnel assignment unit in step S30 in FIG.
  • the worker personnel assignment unit 1113 takes in the worker-specific training information 1156 shown in FIG. 8 and the process-specific training information 1157 shown in FIG. 9 stored in the storage unit 115 (S301).
  • the worker personnel assignment unit 1113 takes in the information stored in the storage unit 115 regarding the target product whose delivery date is delayed in step S20 (S302).
  • the worker personnel assignment unit 1113 repeats the processing steps S304 to S311 as many times as the number of all target processes that have been delayed in step S20 (S303), and further, the worker personnel assignment unit 1113 stores the worker information stored in the worker-specific training information in FIG.
  • the processing steps S305 to 310 are repeated by the number (S304).
  • the worker personnel assignment unit 1113 extracts workers who are targets for worker training from the worker-specific training information (S305). Specifically, the target worker is extracted using the “process” of the worker-specific training information shown in FIG. 8 as a key. For example, when the process whose delivery is delayed is “process 3”, the worker-specific training information shown in FIG. 8 is referred to, and the worker who cannot yet take charge of “process 3” (that is, other than “process 3”) A record including “worker A” and “worker C”, which is a worker who can take charge of the process (2) is extracted.
  • the worker personnel assignment unit 1113 determines the training period from the “similar process” in the process-specific training information (S306). For example, when the process whose delivery date is delayed is “process 3”, the worker staff assignment unit 1113 uses the “process 3” as a key and the “similar process” of the process-specific training information shown in FIG. , “None” and “Process 1” are selected. The worker staff assignment unit 1113 determines the training period by combining this information and the process of training information for each worker of “worker A” and “worker C” extracted in S304. In the example shown in FIGS. 8 and 9, “worker A” has work experience in “process 2” and “worker C” has work experience in “process 1”.
  • the worker personnel assignment unit 1113 Since “person A” has no experience of “process 1” similar to “process 3” that is delayed in delivery, the worker personnel assignment unit 1113 displays “similar process” in the process-specific training information shown in FIG. Select the training period “4 months” corresponding to “None”. In addition, since “worker C” has work experience of “process 1” similar to “process 3” that is delayed in delivery, the worker personnel assignment unit 1113 trains by process shown in FIG. The growing period “3 months” corresponding to “process 1” of “similar process” in the information is selected.
  • the worker personnel assignment unit 1113 repeats the processing steps S308 to S309 by the number of all workers whose training period is selected in order to plan the target product (S307).
  • the worker personnel assignment unit 1113 creates a plan (worker assignment plan) in the case where a trained worker is assigned to the target process in which the delivery date is delayed (S308). Specifically, for example, when “Process 3” is delayed in delivery date, the worker personnel assignment unit 1113 is the worker extracted in Step S305 for “Process 3”. From the start time (for example, 4/1) at which the delivery delay of “Process 3” has occurred with respect to the worker “A”, the end time of the training period after “4 months” selected in Step S306 ( For example, 9/30) is set. In the same manner, the worker staff assignment unit 1113 also selects “3” selected in step S306 from the start time at which the delivery deadline of “process 3” occurs for “worker C”. Monthly training period is set.
  • start time for example, 4/1
  • the end time of the training period after “4 months” selected in Step S306 For example, 9/30
  • the worker staff assignment unit 1113 also selects “3” selected in step S30
  • the worker staff assignment unit 1113 sets the worker training plan information shown in FIG. 10 for the training period set in step S308 and outputs it (S309). Then, the worker personnel assignment unit 1113 repeats the processing step S307 as many times as the number of all workers whose training period has been selected (S310), and further, the processing step S305 as many times as the number of all processes in order to plan the target product. Steps S304 to S311 are repeated (S311), and the processing steps S304 to S311 are repeated for the number of all the steps in order to plan all target products (S312). When the process of step S312 is finished, all the processes shown in FIG. 14 are finished.
  • FIG. 15 is a flowchart showing a process of performing a production simulation from the present to the future with a plurality of work plans in step S40 in FIG. 12, and evaluating whether the delivery date of each product is in time.
  • the production simulation unit 1114 takes in the information stored in the storage unit 115 regarding the target product whose delivery date is delayed in step S20 (S401).
  • the production simulation unit 1114 repeats the processing steps S403 to S409 based on the number of worker training plans calculated in S30 (S402), and further, the number of all target products that are delayed in delivery in step S20.
  • the processing steps S304 to S308 are repeated (S403), and the processing steps S405 to S407 are repeated for the number of all the steps in order to make a plan for the target product (S404).
  • step S406 is the same process as the process for detecting the delivery delay shown in step S20 shown in FIG. 12, for example, the description thereof is omitted here.
  • the production simulation unit 1114 confirms that the delivery date delay has been resolved, and if the delivery date delay has been resolved, proceeds to step S409, and if the delivery date delay has not been resolved, proceeds to step S408 (S407). If the delivery delay has not been resolved, the production simulation unit 1114 repeats the processing steps S405 to S407 by the number of all the steps in order to make a plan for the target product (S408), and proceeds to step S409.
  • step S407 or S408 the production simulation unit 1114 repeats the processing steps S404 to S408 as many times as the number of all processes in order to plan all the target products (S409), and all the worker training plans Then, the processing steps S403 to S409 are repeated (S410). When the process of step S410 ends, all the processes shown in FIG. 15 end.
  • step S50 the output result in step S50 shown in FIG. 12 will be described.
  • the output unit 113 outputs the worker training plan shown in FIG. 10 or the simulation result of the work plan changed according to the worker training plan (S50).
  • FIG. 16A is a schematic diagram illustrating an example of an output screen 1000A output by the output unit 113.
  • the output screen 1000A output by the output unit 113 displays the worker training plan shown in FIG. 10 on the left side of the screen and the simulation result on the right side of the screen.
  • the start time when the training period elapses and the worker can apply to mass production of the product is set (for example, in the case of worker C, the training period is up to 6/30, so the application start is started. Time 7/1 is set).
  • the simulation result has the compliance rate of the delivery date designated by the customer as the vertical axis, and the work plan pattern (Case 1 to Case 3) after the worker training executed in each process described above as the horizontal axis.
  • the Case 1 and Case 3 patterns exceed the delivery date T specified by the customer, and therefore the Case 2 pattern work plan is adopted.
  • threshold values of production management indicators such as a delivery date compliance rate and a production amount that indicate a proportion of compliance with the delivery date of the product are stored in the storage unit 115 in advance, and the most appropriate one that satisfies these threshold values (for example, production) It is also possible to adopt the one having the largest amount or the one having the most efficient arrangement of the worker). In this case, the threshold value and the simulation result may be displayed in association with each other, and it may be possible to determine how efficient the threshold is.
  • the work of the product is considered after considering the worker's training plan. It is possible to create a plan. For example, if production indicators such as production volume and delivery date compliance deteriorate due to lack of skills of workers, it is presented together with a quantitative estimate of how much the production indicators will deteriorate, It becomes possible to support the creation of a work plan including an arrangement plan.
  • the output unit 113 displays, for example, the worker-specific training information shown in FIG. 8 and the process-specific training information shown in FIG. 9 on the screen 1000B, and the input unit 112 receives the information from the user. It is also possible to accept designation and input of these items.
  • the standard period and the actual period of the worker-specific training information shown in FIG. 8 are compared, the result obtained as the learning time is displayed, and the process-specific training information shown in FIG. Among these, the screen when each item other than the education item is displayed is shown. The values of these items can be edited by pressing the illustrated edit button or the like.
  • the present invention is not limited to the above-described embodiment as it is, and can be embodied by modifying the constituent elements without departing from the scope of the invention in the implementation stage.
  • various inventions can be formed by appropriately combining a plurality of constituent elements disclosed in the above embodiments. For example, some components may be deleted from all the components shown in the embodiment. Furthermore, constituent elements over different embodiments may be appropriately combined.
  • DESCRIPTION OF SYMBOLS 100 ... Work plan creation system 110 ... Work plan creation apparatus 120 ... Order processing apparatus 130 ... Production line management apparatus 140 ... Production information management apparatus 190 ... Network 111 ... Control part 112 ... Input part 113 ... Output part 114 ... Communication part 115 ... Storage unit 1111 ... Information acquisition unit 1112 ... Necessary production capacity calculation unit 1113 ... Worker personnel allocation unit 1114 ... Production simulation unit 1115 ... Worker training plan creation unit 1116 ... Production plan evaluation unit 1117 ... Work instruction unit 1151 ... Order information storage Unit 1152 ... in-process information storage unit 1153 ... work result information storage unit 1154 ... process route information storage unit 1155 ... equipment operation information storage unit 1156 ... process-specific training information storage unit 1157 ... worker-specific training information storage unit 1158 ... worker A training plan information storage unit.

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  • General Engineering & Computer Science (AREA)
  • Manufacturing & Machinery (AREA)
  • Quality & Reliability (AREA)
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Abstract

When production indictors such as production amount and timely delivery rate worsen because of insufficient skill of workers, this work plan creation device creates a product work plan which takes into account worker training plans. This work plan creation device is provided with: a storage unit for associating and storing multiple work processes involved up to delivery of a product, work completion times of the work processes, and training times showing the time needed for a worker to learn operations of the work processes; a production capability calculation unit which, when a product is produced following work processes, determines for each work process the work processes in which delays occur; a personnel assignment unit which assigns workers to work processes in which delays are occurring, calculates the training completion time of the workers who have been assigned on the basis of the training times, and calculates for each work process the work process work completion time when the worker training completion time is applied; a production simulation unit which, on the basis of the work completion time of each work process calculated by the personnel assignment unit, simulates whether the work processes up to product delivery will be in time for delivery; and a production plan evaluation unit which selects the optimal work process from the work processes simulated by the production simulation unit.

Description

作業計画作成装置及び作業計画作成方法Work plan creation device and work plan creation method
 本発明は、産業機械やモータ、エレベータなどの個別受注製品の生産計画立案業務に関して、現場製造に関する作業者を育成するための計画を含めた作業計画を作成する作業計画作成装置及び作業計画作成方法に関するものである。 The present invention relates to a work plan creation device and a work plan creation method for creating a work plan including a plan for training workers related to on-site manufacturing in relation to a production plan drafting operation for individually ordered products such as industrial machines, motors and elevators. It is about.
 従来、作業者による作業を必要とする製造工程において、目標生産量や顧客納期などの生産目標の達成を目的に、各作業への作業者割付を適正化する技術が開発されてきた。また、顧客ニーズの多様化に伴い、複数品種の製品を同一の製造ラインで製造する多品種生産が主流となっている。多品種生産では、品種によって異なる加工方法や利用設備などの作業内容に対応するために、作業者の多能工化が求められ、生産計画を立案する業務に対して、作業者の能力を考慮した上で作業者の割付計画の作成が必要となる。作業者の割付計画では、各作業者が習熟した作業一覧に基づき、作業者を習熟可能な作業に優先的に割付ける。この課題に対し、最近では、生産目標達成と作業者育成目標達成を両立する作業者割付技術が開発されている。 Conventionally, in manufacturing processes that require work by workers, techniques for optimizing worker assignment to each work have been developed for the purpose of achieving production targets such as target production volume and customer delivery date. In addition, with the diversification of customer needs, multi-product production, in which a plurality of products are manufactured on the same production line, has become mainstream. In multi-variety production, workers need to be multi-skilled in order to cope with work contents such as processing methods and equipment used depending on the product type. In addition, it is necessary to create a worker assignment plan. In the worker assignment plan, the worker is preferentially assigned to work that can be mastered based on the work list that each worker has mastered. Recently, worker assignment technology that achieves both the production goal achievement and the worker development goal achievement has been developed.
 例えば、特許文献1では、多品種生産の製造工程を対象として、品種毎の出荷台数計画から算出したタクトタイムと、要素作業の標準作業時間から、タクトタイムを上回らない範囲で要素作業を統合し、統合した要素作業の合計作業時間がタクトタイム以下且つ最大となる作業者にその作業を割り付けることで、目標生産量達成と未習熟作業への従事時間最大化を両立する作業者割付技術が記載されている。 For example, in Patent Document 1, for multi-product production processes, element work is integrated within a range that does not exceed the tact time from the tact time calculated from the shipment plan for each product type and the standard work time of element work. Describes worker assignment technology that achieves target production and maximizes working time for unfamiliar work by assigning work to workers whose total work time of integrated elemental work is less than or equal to the tact time. Has been.
特開2007-293690号公報JP 2007-293690 A
 加工や溶接などの個別受注生産製品の多くの作業は、長期の教育を必要とするスキルに依存するものが多い。したがって、受注が増加傾向にある場合には、大日程計画を立案する際、必要なスキルを有する作業者が不足する問題がある。例えば、プラント建設や大物機械部品のような個別受注品の場合、製品により、必要な溶接の資格や機械設備の操作などが異なり、半年から数年に及ぶ大日程計画では、作業者の不足と同時にスキルの不足を考慮する必要がある。しかし、従来技術である特許文献1では、作業者の不足は把握できるが、どの作業者にどんな作業を育成する必要があるか定量的に提示できない。 Many of the operations for individual order products such as processing and welding often depend on skills that require long-term education. Therefore, when orders are increasing, there is a problem that there is a shortage of workers having necessary skills when planning a large schedule. For example, in the case of individual orders such as plant construction and large machine parts, the required welding qualifications and operation of mechanical equipment differ depending on the product. At the same time, it is necessary to consider the lack of skills. However, in Patent Document 1, which is the prior art, it is possible to grasp the shortage of workers, but it is impossible to quantitatively present to which worker what work needs to be trained.
 そこで、本発明では、製品個別に仕様や納期が設定されている製造工程を対象として、生産量や納期遵守率などの生産指標を定量的に予測し、生産指標が未達成となった場合の要因となるスキルを特定し、必要な作業技能を有する作業者育成計画案と作業者割付計画を含めた作業計画を同時に作成することを目的とする。 Therefore, in the present invention, the production index such as the production amount and the delivery date compliance rate is quantitatively predicted for the manufacturing process in which the specification and the delivery date are individually set for each product, and the production index is not achieved. The purpose is to identify the skill as a factor, and to simultaneously create a work plan including a worker training plan with necessary work skills and a worker assignment plan.
 上述した課題を解決し、目的を達成するために、本発明にかかる作業計画作成装置は、製品が納品されるまでの複数の作業工程と、前記作業工程のそれぞれの作業完了時期と、作業者が前記作業工程それぞれの作業を習得するために必要な期間を示す育成期間とを対応付けて記憶する記憶部と、前記作業工程に従って前記製品を生産した場合に、前記作業工程ごとに納期遅れが生じている作業工程を特定する生産能力計算部と、前記納期遅れが生じている作業工程に前記作業者を割り当て、前記育成期間に基づいて割り当てた前記作業者の育成完了時期を求め、前記作業者の育成完了時期を適用した場合における前記作業工程の作業完了時期を前記作業工程ごとに求める人員割付部と、前記人員割付部が求めた前記作業工程ごとの作業完了時期に基づいて、前記製品が納品されるまでの作業工程が納期に間に合っているかシミュレーションする生産シミュレーション部と、前記生産シミュレーション部がシミュレーションした作業工程のうち最適な作業工程を選択する生産計画評価部と、を備えることを特徴とする。 In order to solve the above-described problems and achieve the object, the work plan creation apparatus according to the present invention includes a plurality of work processes until a product is delivered, work completion times of the work processes, and workers. Is a storage unit that associates and stores a training period indicating a period necessary for learning each work of the work process, and when the product is produced according to the work process, there is a delay in delivery for each work process. A production capacity calculation unit that identifies the work process that occurs, assigns the worker to the work process that is delayed in delivery, determines the training completion time of the worker assigned based on the training period, and A worker assignment unit that determines the work completion time of the work process for each work process when the training completion time of the worker is applied, and the work completion for each work process obtained by the personnel assignment part A production simulation unit for simulating whether the work process until delivery of the product is in time for delivery, and a production plan evaluation unit for selecting an optimal work process from the work processes simulated by the production simulation unit And.
 また、本発明は、上記作業計画作成装置で行われる作業計画作成方法である。 Further, the present invention is a work plan creation method performed by the work plan creation device.
 本発明によれば、作業者のスキル不足が原因で、生産量や納期遵守率などの生産指標が悪化する場合、作業者の育成計画を考慮した上で製品の作業計画を作成することが可能となる。 According to the present invention, it is possible to create a work plan for a product in consideration of a worker's training plan when production indicators such as production volume and delivery date compliance deteriorate due to lack of skills of the worker. It becomes.
本発明の一実現形態である作業者育成計画作成システムの概略図を示す図である。It is a figure which shows the schematic of the worker training plan preparation system which is 1 implementation | achievement form of this invention. 本発明の一実現形態である作業者育成計画作成装置の概略図を示す図である。It is a figure which shows the schematic of the worker training plan preparation apparatus which is 1 implementation | achievement form of this invention. 本発明の一実現形態である受注情報を示す図である。It is a figure which shows the order information which is one implementation | achievement form of this invention. 本発明の一実現形態である仕掛り情報を示す図である。It is a figure which shows the in-process information which is 1 implementation | achievement form of this invention. 本発明の一実現形態である作業実績情報を示す図である。It is a figure which shows the work performance information which is one implementation | achievement form of this invention. 本発明の一実現形態である工程経路情報を示す図である。It is a figure which shows the process path information which is 1 implementation | achievement form of this invention. 本発明の一実現形態である設備稼働情報を示す図である。It is a figure which shows the equipment operation information which is 1 implementation | achievement form of this invention. 本発明の一実現形態である作業者別育成情報を示す図である。It is a figure which shows the training information classified by worker which is 1 implementation | achievement form of this invention. 本発明の一実現形態である工程別育成情報を示す図である。It is a figure which shows the cultivation information classified by process which is 1 implementation | achievement form of this invention. 本発明の一実現形態である作業者育成計画情報を示す図である。It is a figure which shows the worker training plan information which is one implementation | achievement form of this invention. 本発明の一実現形態であるハードウェア構成を示す図である。It is a figure which shows the hardware constitutions which are 1 implementation | achievement form of this invention. 本発明の一実現形態である作業者育成計画作成装置の動作フローを示す図である。It is a figure which shows the operation | movement flow of the worker training plan preparation apparatus which is 1 implementation | achievement form of this invention. 本発明の一実現形態である作業者育成計画作成装置の動作フローを示す図である。It is a figure which shows the operation | movement flow of the worker training plan preparation apparatus which is 1 implementation | achievement form of this invention. 図13Aに示した動作フローで作成されるデータの例を示す図である。It is a figure which shows the example of the data produced with the operation | movement flow shown to FIG. 13A. 図13Aに示した動作フローで作成されるデータの例を示す図である。It is a figure which shows the example of the data produced with the operation | movement flow shown to FIG. 13A. 本発明の一実現形態である作業者育成計画作成装置の動作フローを示す図である。It is a figure which shows the operation | movement flow of the worker training plan preparation apparatus which is 1 implementation | achievement form of this invention. 本発明の一実現形態である作業者育成計画作成装置の動作フローを示す図である。It is a figure which shows the operation | movement flow of the worker training plan preparation apparatus which is 1 implementation | achievement form of this invention. 本発明の一実現形態である作業者育成計画作成装置の出力結果を示す図である。It is a figure which shows the output result of the worker training plan creation apparatus which is 1 implementation | achievement form of this invention. 本発明の一実現形態である作業者育成計画作成装置の入力例を示す図である。It is a figure which shows the example of input of the worker training plan preparation apparatus which is 1 implementation | achievement form of this invention.
 以下に添付図面を参照して、本発明にかかる作業計画作成装置及び作業計画作成方法の実施の形態を詳細に説明する。 Embodiments of a work plan creation device and a work plan creation method according to the present invention will be described below in detail with reference to the accompanying drawings.
 図1は本発明の一実施形態である本発明の作業計画作成システム100の概略図である。図示するように、作業計画作成システム100は、作業計画作成装置110と、受注処理装置120と、生産ライン管理装置130と、生産情報管理装置140と、を備え、これらはネットワーク190を介して相互に情報の送受信を行うことができる。 FIG. 1 is a schematic diagram of a work plan creation system 100 of the present invention which is an embodiment of the present invention. As shown in the figure, the work plan creation system 100 includes a work plan creation device 110, an order processing device 120, a production line management device 130, and a production information management device 140, which are mutually connected via a network 190. It is possible to send and receive information.
 受注処理装置120は、顧客からの受注を受け付けて、製品仕様や、顧客情報、納期などの受注情報を管理し、予め定められたとき又は作業計画作成装置110からの要求に応じて、受け付けた受注情報を作業計画作成装置110に送信する。生産ライン管理装置130は、1台で全ての製造ラインの作業実績情報を管理する場合もあり,また生産ラインの数だけ複数設置される場合もある。そして、生産ライン管理装置130は、予め定められたとき又は作業計画作成装置110からの要求に応じて、作業実績情報を作業計画作成装置110に送信する。そして、生産情報管理装置140は、各工程の生産能力や、製品毎の工程経路や処理できる設備などの工程経路情報などを管理し、予め定められたとき又は生作業計画作成装置110からの要求に応じて、生産能力や工程経路情報を作業計画作成装置110に送信する。 The order processing device 120 accepts orders from customers, manages order information such as product specifications, customer information, and delivery dates, and accepts them when determined in advance or in response to a request from the work plan creation device 110. The order information is transmitted to the work plan creation device 110. The production line management device 130 may manage the work performance information of all the production lines with one unit, or may be installed as many as the number of production lines. Then, the production line management device 130 transmits work result information to the work plan creation device 110 when determined in advance or in response to a request from the work plan creation device 110. The production information management device 140 manages the production capacity of each process, the process route information for each product, the process route information such as the equipment that can be processed, and the like, or a request from the raw work plan creation device 110 when determined in advance. In response, the production capacity and process route information are transmitted to the work plan creation device 110.
 図2は、作業計画作成装置110の概略図である。図示にするように、作業計画作成装置110は、制御部111と、入力部112、出力部113、通信部114、記憶部115を備える。また、制御部111は、情報取得部1111と、必要生産能力計算部1112と、作業者人員割付部1113と、生産シミュレーション部1114と、作業者育成計画作成部1115と、生産計画評価部1116と、作業指示部1117とを備える。入力部112は、後述する各処理を行うための作業者別育成情報や工程別育成情報等の各種の情報の入力を受け取る。出力部113は、後述する各処理のシミュレーション結果等の各種の情報を出力する。通信部114は、ネットワーク190を介した種々の情報の送受信を行う。記憶部115は、受注情報記憶部1151と、仕掛り情報記憶部1152と、作業実績情報記憶部1153と、工程経路情報記憶部1154と、設備稼働情報記憶部1155と、工程別育成情報記憶部1156と、作業者別育成情報記憶部1157と、作業者育成計画情報記憶部1158を備える。 FIG. 2 is a schematic diagram of the work plan creation device 110. As illustrated, the work plan creation apparatus 110 includes a control unit 111, an input unit 112, an output unit 113, a communication unit 114, and a storage unit 115. In addition, the control unit 111 includes an information acquisition unit 1111, a necessary production capacity calculation unit 1112, an operator personnel allocation unit 1113, a production simulation unit 1114, an operator training plan creation unit 1115, and a production plan evaluation unit 1116. A work instruction unit 1117. The input unit 112 receives input of various types of information such as worker-specific training information and process-specific training information for performing each process described below. The output unit 113 outputs various types of information such as simulation results of each process described later. The communication unit 114 transmits and receives various information via the network 190. The storage unit 115 includes an order information storage unit 1151, an in-process information storage unit 1152, a work performance information storage unit 1153, a process route information storage unit 1154, an equipment operation information storage unit 1155, and a process-specific training information storage unit. 1156, a worker-specific training information storage unit 1157, and a worker training plan information storage unit 1158.
 図1に記載した作業計画作成装置110は、例えば、図11(コンピュータ900の概略図)に示すような、CPU(Central Processing Unit)901と、メモリ902と、HDD(Hard Disk Drive)等の外部記憶装置903と、CD(Compact Disk)やDVD(Digital Versatile Disk)等の可搬性を有する記憶媒体904に対して情報を読み書きする読取装置905と、キーボードやマウスなどの入力装置906と、ディスプレイなどの出力装置907と、通信ネットワークに接続するためのNIC(Network Interface Card)等の通信装置908と、を備えた一般的なコンピュータ900で実現できる。 The work plan creation device 110 shown in FIG. 1 is, for example, an external device such as a CPU (Central Processing Unit) 901, a memory 902, and an HDD (Hard Disk Drive) as shown in FIG. 11 (schematic diagram of the computer 900). A storage device 903, a reading device 905 for reading / writing information from / to a portable storage medium 904 such as a CD (Compact Disk) or a DVD (Digital Versatile Disk), an input device 906 such as a keyboard or a mouse, a display, etc. This can be realized by a general computer 900 including an output device 907 and a communication device 908 such as a NIC (Network Interface Card) for connecting to a communication network.
 図3は、図2に記載の受注情報記憶部1151が記憶する受注情報のファイルフォーマットの一実施形態を表す図である。受注情報は、顧客から受け付けた依頼の内容(例えば、どのような製品が発注されたか)を示す情報である。図3に示すように、受注情報のファイルフォーマット1151は、顧客である納め先から受注を受けたときに採番される識別番号である製品番号を登録するためのフィールドと、製品を納め先に出荷する納期を登録するためのフィールドと、顧客の納め先を登録するためのフィールドと、を対応付けて備えている。 FIG. 3 is a diagram showing an embodiment of a file format of order information stored in the order information storage unit 1151 shown in FIG. The order information is information indicating the contents of a request received from a customer (for example, what product has been ordered). As shown in FIG. 3, the file format 1151 of the order information includes a field for registering a product number, which is an identification number assigned when an order is received from a customer who is a customer, and a product as a recipient. A field for registering a delivery date for shipping and a field for registering a customer's delivery destination are associated with each other.
 図3では、例えば、顧客である「会社A」から依頼を受けた、製品番号が「製品A」である製品の納期は「2月19日」であることを示している。なお、上述した受注情報は、例えば、図1に示した受注処理装置120において製品等の受注時に入力され、ネットワーク190を介して送信されたものが記憶されている。 FIG. 3 shows that, for example, the delivery date of the product having the product number “product A” received from the customer “company A” is “February 19”. Note that the order information described above is stored, for example, when the order processing apparatus 120 shown in FIG. 1 receives an order for a product or the like and transmits it via the network 190.
 図4は、図2に記載の仕掛り情報記憶部1152が記憶する仕掛り情報のファイルフォーマットの一実施形態を表す図である。仕掛かり情報は、受注を受けた製品の製造過程(経過状況)を示す情報である。図4に示すように、仕掛り情報のファイルフォーマット1152は、顧客である納め先から受注を受けたときに採番される識別番号である製品番号を登録するためのフィールドと、該当製品が現在仕掛っている工程を登録するためのフィールドと、を対応付けて備えている。 FIG. 4 is a diagram illustrating an embodiment of a file format of in-process information stored in the in-process information storage unit 1152 illustrated in FIG. In-process information is information indicating the manufacturing process (progress status) of a product that has received an order. As shown in FIG. 4, the file format 1152 for in-process information includes a field for registering a product number, which is an identification number assigned when an order is received from a customer, and the corresponding product is currently A field for registering a process in progress is associated with the field.
 図4では、例えば、製品番号が「製品A」で示される製品は、「工程4」の作業が仕掛中であることを示している。なお、上述した仕掛り情報は、例えば、図1に示した生産管理装置140において製品等を製造する工程を開始した際に入力され、ネットワーク190を介して送信されたものが記憶されている。 In FIG. 4, for example, a product whose product number is “product A” indicates that the operation of “process 4” is in progress. The in-process information described above is stored, for example, when the production management apparatus 140 illustrated in FIG. 1 starts a process of manufacturing a product or the like and is transmitted via the network 190.
 図5は、図2に記載の作業実績情報記憶部1153が記憶する作業実績情報のファイルフォーマットの一実施形態を表す図である。作業実績情報は、受注を受けた製品を製造するための工程が完了した日程や設備を示す情報である。図5に示すように、作業実績情報のファイルフォーマット1153は、顧客である納め先から受注を受けたときに採番される識別番号である製品番号を登録するためのフィールドと、該当製品が製造処理を終えた工程を登録するためのフィールドと、該当製品が製造処理を終えた工程の設備名を登録するためのフィールドと、該当製品が製造処理を終えた時間を登録するためのフィールドと、を対応付けて備えている。 FIG. 5 is a diagram illustrating an embodiment of a file format of work performance information stored in the work performance information storage unit 1153 illustrated in FIG. The work performance information is information indicating a schedule and equipment for completing a process for manufacturing a product that has received an order. As shown in FIG. 5, the file format 1153 of work performance information includes a field for registering a product number, which is an identification number assigned when an order is received from a customer who is a customer, and the corresponding product is manufactured. A field for registering a process for which processing has been completed, a field for registering a facility name of a process for which the corresponding product has completed manufacturing processing, a field for registering the time at which the corresponding product has completed manufacturing processing, Are associated with each other.
 図5では、例えば、製品番号が「製品A」で示される製品は、「工程1」の作業は「設備101」により「1月29日」に完了し、「工程2」の作業は「設備202」により「1月29日」に完了したことを示しており、以下同様に、「工程7」までの「設備」および「完了日」が対応付けて記憶されている。なお、上述した作業実績情報は、例えば、図1に示した生産ライン管理装置130において製品等を製造する工程が終了した際に入力され、ネットワーク190を介して送信されたものが記憶されている。 In FIG. 5, for example, for the product whose product number is “Product A”, the operation of “Process 1” is completed on “January 29” by “Equipment 101”, and the operation of “Process 2” is “Equipment “202” indicates that “January 29” is completed, and similarly, “equipment” and “completion date” up to “step 7” are stored in association with each other. Note that the above-described work record information is input when, for example, a process of manufacturing a product or the like is completed in the production line management apparatus 130 illustrated in FIG. 1, and information transmitted via the network 190 is stored. .
 図6は、図2に記載の工程経路情報記憶部1154が記憶する工程経路情報のファイルフォーマットの一実施形態を表す図である。工程経路情報は、受注を受けた製品が完成するまでに必要な工程や設備、作業時間を示す情報である。図6に示すように、工程経路情報のファイルフォーマット1154は、顧客である納め先から受注を受けたときに採番される識別番号である製品番号を登録するためのフィールドと、該当製品が製造処理を必要とする工程を登録するためのフィールドと、該当製品が製造処理する工程の設備名を登録するためのフィールドと、該当製品が製造処理する工程の該当設備で処理に要する時間を登録するためのフィールドと、該当製品が製造処理する工程の設備数を登録するためのフィールドと、を対応付けて備えている。 FIG. 6 is a diagram illustrating an embodiment of a file format of process route information stored in the process route information storage unit 1154 illustrated in FIG. The process route information is information indicating a process, equipment, and work time required until a product that has received an order is completed. As shown in FIG. 6, the file format 1154 of the process route information includes a field for registering a product number, which is an identification number assigned when an order is received from a customer, and the corresponding product is manufactured. Register the field for registering the process that requires processing, the field for registering the equipment name of the process that the corresponding product manufactures, and the time required for processing at the corresponding facility of the process that the corresponding product manufactures. And a field for registering the number of facilities in the process that the corresponding product manufactures are associated with each other.
 図6では、例えば、製品番号が「製品A」で示される製品が製造される工程のうち、「工程1」は、「設備101」または「設備102」で行われ、その作業時間は、「設備101」、「設備102」のいずれも2時間であることを示している。さらに、「工程1」を行う設備は「設備101」および「設備102」であるため、設備数には「2」が記憶されている。 In FIG. 6, for example, among the processes in which the product indicated by the product number “product A” is manufactured, “process 1” is performed by “equipment 101” or “equipment 102”. Both the equipment 101 "and the" equipment 102 "indicate two hours. Furthermore, since the facilities performing “Step 1” are “facility 101” and “facility 102”, “2” is stored as the number of facilities.
 これと同様に、「工程2」は、「設備201」~「設備204」のいずれかで行われ、その作業時間は、「設備201」および「設備203」が8時間、「設備202」が9時間、「設備204」が10時間であることを示している。さらに、「工程2」を行う設備は「設備201」~「設備204」であるため、設備数には「4」が記憶されている。「工程3」についてもこれらと同様に記憶されている。なお、上述した工程経路情報は、例えば、図1に示した生産管理装置140においてあらかじめ入力され、ネットワーク190を介して送信されたものが記憶されている。 Similarly, “Step 2” is performed in any one of “Equipment 201” to “Equipment 204”, and the operation time is “Equipment 201” and “Equipment 203” for 8 hours, and “Equipment 202”. 9 hours and “equipment 204” indicate 10 hours. Furthermore, since the facilities performing “Step 2” are “facility 201” to “facility 204”, “4” is stored as the number of facilities. “Step 3” is also stored in the same manner. Note that the process route information described above is stored in advance, for example, by the production management apparatus 140 shown in FIG.
 図7は、図2に記載の設備稼働情報記憶部1155が記憶する設備稼働情報のファイルフォーマットの一実施形態を表す図である。設備稼働情報は、製品を製造するための設備の稼働時間を示す情報である。図7に示すように、設備稼働情報のファイルフォーマット1155は、設備を登録するためのフィールドと、該当設備が稼働する日付を登録するためのフィールドと、該当設備が稼働を開始する時間を登録するためのフィールドと、該当設備が稼働を終了する時間を登録するためのフィールドと、を対応付けて備えている。 FIG. 7 is a diagram illustrating an embodiment of a file format of facility operation information stored in the facility operation information storage unit 1155 illustrated in FIG. The facility operation information is information indicating the operation time of the facility for manufacturing the product. As shown in FIG. 7, the file format 1155 of equipment operation information registers a field for registering equipment, a field for registering a date when the relevant equipment operates, and a time when the relevant equipment starts operation. And a field for registering the time when the corresponding equipment ends its operation are associated with each other.
 図7では、例えば、設備名が「設備101」で示される設備は、「2月1日」は「9:00」~「17:00」まで稼動し、「2月3日」は「9:00」~「19:00」まで稼動していることを示している。なお、上述した設備稼働情報は、例えば、図1に示した生産管理装置140においてあらかじめ入力され、ネットワーク190を介して送信されたものが記憶されている。 In FIG. 7, for example, a facility whose facility name is “facility 101” operates from “9:00” to “17:00” on “February 1”, and “9 on February 3”. 0:00 ”to“ 19:00 ”. Note that the facility operation information described above is stored in advance, for example, by the production management apparatus 140 shown in FIG.
 図8は、図2に記載の作業者別育成情報記憶部1156が記憶する作業者別育成情報(スキルマップ)のファイルフォーマットの一実施形態を表す図である。作業者別育成情報は、製品を製造する作業者が作業可能な工程とその際の作業時間を示す情報である。図8に示すように、作業者別育成情報のファイルフォーマット1156は、作業者を登録するためのフィールドと、工程を登録するためのフィールドと、作業者が該当工程を習熟するために必要な標準期間を登録するためのフィールドと、作業者が該当工程を習熟した時に要した習熟時間を登録するためのフィールドと、を対応付けて備えている。 FIG. 8 is a diagram illustrating an embodiment of a file format of worker-specific training information (skill map) stored in the worker-specific training information storage unit 1156 illustrated in FIG. The training information for each worker is information indicating a process that can be performed by a worker who manufactures the product and a working time at that time. As shown in FIG. 8, the file format 1156 of the worker-specific training information includes a field for registering an operator, a field for registering a process, and a standard necessary for an operator to master the corresponding process. A field for registering a period is associated with a field for registering a proficiency time required when an operator has mastered the corresponding process.
 図8では、例えば、「作業者A」で示される作業者は、標準期間が「2ヶ月」である「工程2」を、「3.5ヶ月」かかって完了したことを示し、「作業者C」で示される作業者は、標準期間が「3ヶ月」である「工程1」を、「4ヶ月」かかって完了したことを示している。なお、上述した作業者別育成情報は、図1に示した作業計画作成装置110においてあらかじめ入力されたものが記憶されている。 In FIG. 8, for example, the worker indicated by “worker A” indicates that “step 2” whose standard period is “2 months” has been completed in “3.5 months”, and “ An operator indicated by “C” indicates that “step 1” having a standard period of “3 months” has been completed in “4 months”. Note that the worker-specific training information described above is stored in advance by the work plan creation device 110 shown in FIG.
 図9は、図2に記載の工程別育成情報記憶部1157が記憶する工程別育成情報のファイルフォーマットの一実施形態を表す図である。工程別育成情報は、製品を製造するための工程を作業者に習得させるために必要となる教育期間や教育項目を示す情報である。図9に示すように、工程別育成情報のファイルフォーマット1157は、工程を登録するためのフィールドと、該当工程と類似した工程を登録するためのフィールドと、類似工程を習熟した作業者が該当工程を習熟する時に要する習熟時間を登録するためのフィールドと、を対応付けて備えている。 FIG. 9 is a diagram illustrating an embodiment of a file format of the process-specific training information stored in the process-specific training information storage unit 1157 illustrated in FIG. The process-specific training information is information indicating an education period and an education item that are necessary for an operator to learn a process for manufacturing a product. As shown in FIG. 9, the file format 1157 of the process-specific training information includes a field for registering a process, a field for registering a process similar to the corresponding process, and an operator who has mastered the similar process corresponding to the process. And a field for registering a proficiency time required for proficiency.
 図9では、例えば、「工程3」で示される工程は、初心者が他の類似する工程を経ないで行う場合には、習熟するための育成期間は「4ヶ月」であり、その教育項目は「40」項目あることを示している。また、初心者が類似する「工程1」を経て行う場合には、習熟するための育成期間は「3ヶ月」であり、その教育項目は「30」項目ある(すなわち、重複する項目が10項目あり、省略可能である)ことを示している。なお、上述した工程別育成情報は、例えば、図1に示した作業計画作成装置110においてあらかじめ入力されたものが記憶されている。 In FIG. 9, for example, when the process shown by “process 3” is performed without a similar process, the training period for learning is “4 months”, and the education item is “40” items are present. In addition, when a beginner performs a similar “process 1”, the training period for mastering is “3 months”, and there are “30” educational items (that is, there are 10 overlapping items). Can be omitted). Note that the process-specific training information described above is stored in advance, for example, in the work plan creation apparatus 110 illustrated in FIG.
 図10は、図2に記載の作業者育成計画情報記憶部1158が記憶する作業者育成計画情報のファイルフォーマットの一実施形態を表す図である。作業者育成計画情報は、ある製品の工程を習得させるための作業者に対する育成計画(期間)を示す情報である。図10に示すように、作業者育成計画情報のファイルフォーマット1158は、工程を登録するためのフィールドと、作業者を登録するためのフィールドと、作業者を育成する期間を登録するためのフィールドと、育成した作業者が量産に適用開始できる期間を登録するためのフィールドと、を対応付けて備えている。 FIG. 10 is a diagram illustrating an embodiment of a file format of worker training plan information stored in the worker training plan information storage unit 1158 illustrated in FIG. The worker training plan information is information indicating a training plan (period) for a worker for learning a process of a certain product. As shown in FIG. 10, a file format 1158 of worker training plan information includes a field for registering a process, a field for registering a worker, and a field for registering a period for training a worker. And a field for registering a period during which the trained worker can start application to mass production.
 図10では、例えば、「作業者C」で示された作業者に、「工程3」の作業を行えるように育成するための期間は「4/1~7/31」であり、「作業者C」を「工程1」の作業に適用できるのは10/1以降であることを示している。なお、上述した作業者育成計画情報は、例えば、図1に示した作業計画作成装置110においてあらかじめ入力されたものが記憶されている。 In FIG. 10, for example, the period for training the worker indicated by “worker C” so that the work of “process 3” can be performed is “4/1 to 7/31”. “C” is applicable to the work of “Step 1” after 10/1. Note that the worker training plan information described above is stored in advance, for example, in the work plan creation device 110 shown in FIG.
 次に、本実施の形態における作業計画作成装置110が実行する処理プログラムについて、図12を用いて順に説明する。図12は、本発明に関わる作業計画作成装置110が実行する生産計画を作成する処理を示すフローチャートである。 Next, the processing program executed by the work plan creation apparatus 110 in the present embodiment will be described in order with reference to FIG. FIG. 12 is a flowchart showing a process of creating a production plan executed by the work plan creating apparatus 110 according to the present invention.
 まず、情報取得部1111は、記憶部115より、受注した各製品(以下、計画対象製品、対象製品とも呼ぶ。)、設備情報、生産能力情報、工程経路情報、設備稼働時間情報を入力データとして読み込む(S10)。次に、必要生産能力計算部1112は、現在から将来への生産シミュレーションを実施し、各製品の納期が間に合うか評価する(S20)。次に、作業人員割付部1113では、作業者別育成情報と工程別育成情報から、作業人員割付案を作成する(S30)。生産シミュレーション部1114は、複数の作業計画案で、現在から将来への生産シミュレーションを実施し、各製品の納期が間に合うか評価する(S40)。次に、作業者育成計画部1115は、ステップS40のシミュレーション結果を出力する(S50)。なお、ステップS20~S40の詳細は、図13A~15を用いて説明する。また、ステップS50の出力結果は、図16を用いて詳細に説明する。 First, the information acquisition unit 1111 receives, as input data, each product received from the storage unit 115 (hereinafter also referred to as a planning target product and a target product), facility information, production capacity information, process route information, and facility operating time information. Read (S10). Next, the necessary production capacity calculation unit 1112 performs a production simulation from the present to the future, and evaluates whether the delivery date of each product is in time (S20). Next, the worker assignment unit 1113 creates a worker assignment plan from the worker-specific training information and the process-specific training information (S30). The production simulation unit 1114 performs a production simulation from the present to the future using a plurality of work plans, and evaluates whether the delivery date of each product is in time (S40). Next, the worker training planning unit 1115 outputs the simulation result of step S40 (S50). Details of steps S20 to S40 will be described with reference to FIGS. 13A to 15. The output result of step S50 will be described in detail with reference to FIG.
 そして、生産計画評価部1116は、ステップS50の出力結果に対して、あらかじめ設定していた納期遵守率や総残業時間などのしきい値により、最適な作業者育成計画を選択する(S60)。作業指示部1117は、ステップS60で選択した作業者育成計画を、ネットワーク190を通じて、生産ライン管理装置130へ送信し、すべての装置に対して、今回選択した作業者育成計画を採用させる(S70)。このステップS70の処理が終了すると、図12に示した全ての処理が終了する。このように、顧客からの納期を遵守しつつ、作業者の育成計画を加味して変更された作業計画に従って、製品の生産計画が作成されることとなる。 Then, the production plan evaluation unit 1116 selects an optimal worker training plan for the output result of step S50 based on threshold values such as a preset delivery date compliance rate and total overtime hours (S60). The work instruction unit 1117 transmits the worker training plan selected in step S60 to the production line management device 130 via the network 190, and causes all the devices to adopt the worker training plan selected this time (S70). . When the process of step S70 ends, all the processes shown in FIG. 12 end. In this way, a product production plan is created in accordance with the changed work plan in consideration of the worker's training plan while observing the delivery date from the customer.
 図13Aは、図12におけるステップS20における必要生産能力を計算する処理を示すフローチャートである。 FIG. 13A is a flowchart showing a process for calculating the necessary production capacity in step S20 in FIG.
 まず、必要生産能力計算部1112は、記憶部115に格納されている図3に示した受注情報を参照して計画対象製品(製品番号)、および図5に示した工程経路情報を参照してその製品に必要な工程の情報を取り込む(S201)。 First, the required production capacity calculation unit 1112 refers to the order target product (product number) stored in the storage unit 115 and the plan target product (product number) and the process route information illustrated in FIG. Information on processes necessary for the product is fetched (S201).
 次に、必要生産能力計算部1112は、あらかじめ定められた製品の作業計画情報(不図示)に基づき、対象製品を完成させるまでの作業の割付計画を決定する(S202)。必要生産能力計算部1112は、受注情報記憶部1151に格納されている全ての製品に対する作業の割付計画を立案するために、全製品の数だけ処理ステップS204~S209を繰り返す(S203)。さらに、必要生産能力計算部1112は、対象製品の割付計画を立案するために全工程の数だけ処理ステップS205~S207を繰り返す(S204)。 Next, the necessary production capacity calculation unit 1112 determines an assignment plan of work until the target product is completed based on work plan information (not shown) of a predetermined product (S202). The necessary production capacity calculation unit 1112 repeats the processing steps S204 to S209 for the number of all products in order to formulate work allocation plans for all products stored in the order information storage unit 1151 (S203). Further, the necessary production capacity calculation unit 1112 repeats the processing steps S205 to S207 by the number of all processes in order to make an allocation plan for the target product (S204).
 次に、必要生産能力計算部1112は、対象製品、対象工程の該当日時に使用可能な設備が存在しているか確認する(S205)。 Next, the required production capacity calculation unit 1112 confirms whether there is equipment that can be used at the relevant date and time of the target product and target process (S205).
 具体的には、図3に示した受注情報に記憶された製品番号の製品が、図5に示した作業実績情報に記憶された工程を行った後、図6に示した工程経路情報に記憶された工程を行う場合に、図7に示した設備稼働情報に記憶された設備のうち使用可能な設備があるか否かを判定する。 Specifically, after the product having the product number stored in the order information shown in FIG. 3 performs the process stored in the work performance information shown in FIG. 5, the product is stored in the process route information shown in FIG. When performing the performed process, it is determined whether there is a usable equipment among the equipment stored in the equipment operation information shown in FIG.
 例えば、図3に示した受注情報の製品番号「製品A」の製品は、図5に示した作業実績情報において、「工程2」が「1月29日」に完了し、次に「工程3」が行われて「1月30日」に完了している。このとき、必要生産能力計算部1112は、「工程3」の作業を行うにあたって、「工程3」をキーとして図6に示した工程経路情報を参照し、「工程3」を行うことができる設備は「2」台の「設備302」であり、作業時間が「7」時間であることがわかる。必要生産能力計算部1112は、これらの情報を参照して、図7に示した設備稼働情報を参照し、「工程3」を行うために必要な「設備302」が使用可能か否かを判定する。 For example, for the product with the product number “product A” in the order information shown in FIG. 3, “process 2” is completed on “January 29” in the work performance information shown in FIG. Is completed on “January 30”. At this time, the required production capacity calculator 1112 refers to the process route information shown in FIG. 6 with “process 3” as a key when performing the process of “process 3”, and the equipment capable of performing “process 3”. It is understood that “2” units “equipment 302” and the working time is “7” hours. The necessary production capacity calculation unit 1112 refers to these pieces of information and refers to the equipment operation information shown in FIG. 7 to determine whether or not the “equipment 302” necessary for performing “process 3” can be used. To do.
 そして、必要生産能力計算部1112は、使用可能な設備が存在していなければ(S205;No)、ステップS206へ進み、該当日時を単位時間分、先に進め(S206)、ステップS205に戻って、使用可能な設備があるか否かを判定する処理を繰り返し行う。一方、必要生産能力計算部1112は、使用可能な設備が存在していれば(S205;Yes)、ステップS207へ進み、使用可能な設備に該当製品を割付け、該当日時を作業時間分(例えば、「工程3」の場合には作業時間が「7」時間であるため、その時間分)だけ先に進める(S207)。 If there is no equipment that can be used (S205; No), the required production capacity calculation unit 1112 proceeds to step S206, advances the corresponding date and time by the unit time (S206), and returns to step S205. The process of determining whether there is a usable facility is repeatedly performed. On the other hand, if there is a usable facility (S205; Yes), the necessary production capacity calculation unit 1112 proceeds to step S207, assigns the corresponding product to the usable facility, and sets the corresponding date and time for the work time (for example, In the case of “Step 3”, the work time is “7” hours, so that time) is advanced (S207).
 必要生産能力計算部1112は、このようにして、対象製品の計画を立案するために全工程の数だけ処理ステップS205~S207を繰り返し(S208)、最後に、対象製品が納期に対して、遅れているか確認する(S209)。そして、必要生産能力計算部1112が、対象製品についての遅れの有無を確認すると、納期遅れ検知シミュレーション部1112は、全ての対象製品の計画を立案するために、図3の受注情報に記憶された他の全ての製品について全工程の数だけ処理ステップS204~S209を繰り返す(S210)。このステップS210の処理が終了すると、図13Aに示した全ての処理が終了する。 In this way, the necessary production capacity calculation unit 1112 repeats the processing steps S205 to S207 as many times as the total number of processes in order to plan the target product (S208). Finally, the target product is delayed from the delivery date. (S209). When the necessary production capacity calculation unit 1112 confirms whether or not there is a delay for the target product, the delivery delay detection simulation unit 1112 is stored in the order information of FIG. 3 in order to plan all target products. The processing steps S204 to S209 are repeated for all the other products by the number of all processes (S210). When the process of step S210 is finished, all the processes shown in FIG. 13A are finished.
 図13Aに示した処理が終了すると、図13Bに示すように、各製品ごとに、各工程が完了するタイミングがわかり、各製品の納期(例えば、製品Aの場合には、最終工程である「工程n」が納期となり、「2月19日」に製品Aの製造が完了する予定であること)がわかる。また、図13Cに示すように、例えば、製品Aの場合には、各工程がどの設備でいつ完了するのかを知ることができ、納期に対して遅れが生じているかを確認することができる。なお、図13Cに示した例では、製品Aについてのみ図示しているが、受注情報に記憶されている全ての製品について、これと同様の情報を得ることができる。 When the process shown in FIG. 13A ends, as shown in FIG. 13B, the timing for completing each process is known for each product, and the delivery date of each product (for example, in the case of product A, the final process is “ It can be seen that “process n” is the delivery date, and the production of product A is scheduled to be completed on “February 19”. Further, as shown in FIG. 13C, for example, in the case of the product A, it is possible to know when and in which equipment each process is completed, and it is possible to confirm whether there is a delay with respect to the delivery date. In the example shown in FIG. 13C, only product A is shown, but the same information can be obtained for all products stored in the order information.
 図14は、図12におけるステップS30における作業者人員割付部を計算する処理を示すフローチャートである。 FIG. 14 is a flowchart showing a process for calculating the worker personnel assignment unit in step S30 in FIG.
 まず、作業者人員割付部1113は、記憶部115に格納されている図8に示した作業者別育成情報1156、図9に示した工程別育成情報1157を取り込む(S301)。 First, the worker personnel assignment unit 1113 takes in the worker-specific training information 1156 shown in FIG. 8 and the process-specific training information 1157 shown in FIG. 9 stored in the storage unit 115 (S301).
 次に、作業者人員割付部1113は、ステップS20で納期遅れとなった対象製品に関して、記憶部115に格納されている情報を取り込む(S302)。作業者人員割付部1113は、ステップS20で納期遅れとなった全対象工程の数だけ処理ステップS304~S311を繰り返し(S303)、さらに、図8の作業者別育成情報に記憶された作業者の数だけ処理ステップS305~310を繰り返す(S304)。 Next, the worker personnel assignment unit 1113 takes in the information stored in the storage unit 115 regarding the target product whose delivery date is delayed in step S20 (S302). The worker personnel assignment unit 1113 repeats the processing steps S304 to S311 as many times as the number of all target processes that have been delayed in step S20 (S303), and further, the worker personnel assignment unit 1113 stores the worker information stored in the worker-specific training information in FIG. The processing steps S305 to 310 are repeated by the number (S304).
 そして、作業者人員割付部1113は、作業者別育成情報から、作業者育成の対象となる作業者を抽出する(S305)。具体的には、図8に示した作業者別育成情報の「工程」をキーとして、対象となる作業者を抽出する。例えば、納期遅れとなっている工程が「工程3」である場合、図8に示した作業者別育成情報を参照し、「工程3」をまだ担当できない作業者(すなわち、「工程3」以外の工程を担当可能な作業者)である「作業者A」「作業者C」を含むレコードを抽出する。 Then, the worker personnel assignment unit 1113 extracts workers who are targets for worker training from the worker-specific training information (S305). Specifically, the target worker is extracted using the “process” of the worker-specific training information shown in FIG. 8 as a key. For example, when the process whose delivery is delayed is “process 3”, the worker-specific training information shown in FIG. 8 is referred to, and the worker who cannot yet take charge of “process 3” (that is, other than “process 3”) A record including “worker A” and “worker C”, which is a worker who can take charge of the process (2) is extracted.
 次に、作業者人員割付部1113は、工程別育成情報の「類似工程」から、育成期間を決定する(S306)。例えば、納期遅れとなっている工程が「工程3」である場合、作業者人員割付部1113は、その「工程3」をキーとして、図9に示した工程別育成情報の「類似工程」から、「なし」「工程1」の2種類を選定する。作業者人員割付部1113は、この情報と、S304で抽出した「作業者A」「作業者C」の作業者別育成情報の工程を組み合わせて、育成期間を決定する。図8および図9に示した例では、「作業者A」は「工程2」の作業経験を有し、「作業者C」は「工程1」の作業経験を有しているが、「作業者A」は、納期遅れとなっている「工程3」に類似する「工程1」の経験がないので、作業者人員割付部1113は、図9に示した工程別育成情報の「類似工程」の「なし」に対応する育成期間「4ヶ月」を選択する。また、「作業者C」については、納期遅れとなっている「工程3」に類似する「工程1」の作業経験があるので、作業者人員割付部1113は、図9に示した工程別育成情報の「類似工程」の「工程1」に対応する育成期間「3ヶ月」を選択する。 Next, the worker personnel assignment unit 1113 determines the training period from the “similar process” in the process-specific training information (S306). For example, when the process whose delivery date is delayed is “process 3”, the worker staff assignment unit 1113 uses the “process 3” as a key and the “similar process” of the process-specific training information shown in FIG. , “None” and “Process 1” are selected. The worker staff assignment unit 1113 determines the training period by combining this information and the process of training information for each worker of “worker A” and “worker C” extracted in S304. In the example shown in FIGS. 8 and 9, “worker A” has work experience in “process 2” and “worker C” has work experience in “process 1”. Since “person A” has no experience of “process 1” similar to “process 3” that is delayed in delivery, the worker personnel assignment unit 1113 displays “similar process” in the process-specific training information shown in FIG. Select the training period “4 months” corresponding to “None”. In addition, since “worker C” has work experience of “process 1” similar to “process 3” that is delayed in delivery, the worker personnel assignment unit 1113 trains by process shown in FIG. The growing period “3 months” corresponding to “process 1” of “similar process” in the information is selected.
 次に、作業者人員割付部1113は、対象製品の計画を立案するために、育成期間が選択された全作業者の数だけ処理ステップS308~S309を繰り返す(S307)。 Next, the worker personnel assignment unit 1113 repeats the processing steps S308 to S309 by the number of all workers whose training period is selected in order to plan the target product (S307).
 次に、作業者人員割付部1113は、納期遅れが発生している対象工程に対して、育成した作業者を割り当てた場合の計画案(作業人員割付案)を作成する(S308)。具体的には、作業者人員割付部1113は、例えば、「工程3」が納期遅れとなっている場合には、その「工程3」に対して、ステップS305で抽出された作業者である「作業者A」に対して、「工程3」の納期遅れが発生している開始時期(例えば、4/1)から、ステップS306で選択された「4ヶ月間」後の育成期間の終了時期(例えば、9/30)を設定する。これと同様に、作業者人員割付部1113は、「作業者C」に対しても、「工程3」の納期遅れが発生している開始時期からに対して、ステップS306で選択された「3ヶ月間」の育成期間を設定する。 Next, the worker personnel assignment unit 1113 creates a plan (worker assignment plan) in the case where a trained worker is assigned to the target process in which the delivery date is delayed (S308). Specifically, for example, when “Process 3” is delayed in delivery date, the worker personnel assignment unit 1113 is the worker extracted in Step S305 for “Process 3”. From the start time (for example, 4/1) at which the delivery delay of “Process 3” has occurred with respect to the worker “A”, the end time of the training period after “4 months” selected in Step S306 ( For example, 9/30) is set. In the same manner, the worker staff assignment unit 1113 also selects “3” selected in step S306 from the start time at which the delivery deadline of “process 3” occurs for “worker C”. Monthly training period is set.
 その後、作業者人員割付部1113は、図10に示した作業者育成計画情報を、ステップS308で設定した育成期間に設定したうえで出力する(S309)。そして、作業者人員割付部1113は、育成期間が選択された全作業者の数だけ処理ステップS307を繰り返し(S310)、さらに、対象製品の計画を立案するために全工程の数だけ処理ステップS305~S310を繰り返し(S311)、さらに、全ての対象製品の計画を立案するために全工程の数だけ処理ステップS304~S311を繰り返す(S312)。このステップS312の処理が終了すると、図14に示した全ての処理が終了する。 Thereafter, the worker staff assignment unit 1113 sets the worker training plan information shown in FIG. 10 for the training period set in step S308 and outputs it (S309). Then, the worker personnel assignment unit 1113 repeats the processing step S307 as many times as the number of all workers whose training period has been selected (S310), and further, the processing step S305 as many times as the number of all processes in order to plan the target product. Steps S304 to S311 are repeated (S311), and the processing steps S304 to S311 are repeated for the number of all the steps in order to plan all target products (S312). When the process of step S312 is finished, all the processes shown in FIG. 14 are finished.
 図15は、図12におけるステップS40における複数の作業計画案で、現在から将来への生産シミュレーションを実施し、各製品の納期が間に合うか評価する処理を示すフローチャートである。 FIG. 15 is a flowchart showing a process of performing a production simulation from the present to the future with a plurality of work plans in step S40 in FIG. 12, and evaluating whether the delivery date of each product is in time.
 まず、生産シミュレーション部1114は、ステップS20で納期遅れとなった対象製品に関して、記憶部115に格納されている情報を取り込む(S401)。 First, the production simulation unit 1114 takes in the information stored in the storage unit 115 regarding the target product whose delivery date is delayed in step S20 (S401).
 次に、生産シミュレーション部1114は、S30で計算した作業者育成計画案の数に基づき、処理ステップS403~S409を繰り返し(S402)、さらに、ステップS20で納期遅れとなった全対象製品の数だけ処理ステップS304~S308を繰り返し(S403)、対象製品の計画を立案するために全工程の数だけ処理ステップS405~S407を繰り返す(S404)。 Next, the production simulation unit 1114 repeats the processing steps S403 to S409 based on the number of worker training plans calculated in S30 (S402), and further, the number of all target products that are delayed in delivery in step S20. The processing steps S304 to S308 are repeated (S403), and the processing steps S405 to S407 are repeated for the number of all the steps in order to make a plan for the target product (S404).
 そして、生産シミュレーション部1114は、対象製品、対象工程の稼働時間を単位時間分、増加させる(S405)。次に、生産シミュレーション部1114は、生産シミュレーションを実行する(S406)。このステップS406は、例えば、図12に示したステップS20に示す納期遅れを検知する処理と同様の処理であるため、ここではその説明を省略する。 Then, the production simulation unit 1114 increases the operation time of the target product and the target process by unit time (S405). Next, the production simulation unit 1114 executes production simulation (S406). Since this step S406 is the same process as the process for detecting the delivery delay shown in step S20 shown in FIG. 12, for example, the description thereof is omitted here.
 その後、生産シミュレーション部1114は、納期遅れの解消を確認し、納期遅れが解消されていれば、ステップS409へ進み、納期遅れが解消されていなければ、ステップS408へ進む(S407)。そして、納期遅れが解消されていない場合、生産シミュレーション部1114は、対象製品の計画を立案するために全工程の数だけ処理ステップS405~S407を繰り返し(S408)、ステップS409に進む。 After that, the production simulation unit 1114 confirms that the delivery date delay has been resolved, and if the delivery date delay has been resolved, proceeds to step S409, and if the delivery date delay has not been resolved, proceeds to step S408 (S407). If the delivery delay has not been resolved, the production simulation unit 1114 repeats the processing steps S405 to S407 by the number of all the steps in order to make a plan for the target product (S408), and proceeds to step S409.
 生産シミュレーション部1114は、ステップS407またはS408が終了すると、全ての対象製品の計画を立案するために全工程の数だけ処理ステップS404~S408を繰り返し(S409)、さらに、全ての作業者育成計画案で処理ステップS403~S409を繰り返す(S410)。このステップS410の処理が終了すると、図15に示した全ての処理が終了する。 When step S407 or S408 is completed, the production simulation unit 1114 repeats the processing steps S404 to S408 as many times as the number of all processes in order to plan all the target products (S409), and all the worker training plans Then, the processing steps S403 to S409 are repeated (S410). When the process of step S410 ends, all the processes shown in FIG. 15 end.
 最後に、図12に示したステップS50における出力結果について説明する。上述したステップS40までの各処理が行われると、出力部113は、図10に示した作業者育成計画や、作業者育成計画に従って変更した作業計画のシミュレーション結果を出力する(S50)。 Finally, the output result in step S50 shown in FIG. 12 will be described. When each process up to step S40 described above is performed, the output unit 113 outputs the worker training plan shown in FIG. 10 or the simulation result of the work plan changed according to the worker training plan (S50).
 図16Aは、出力部113が出力する出力画面1000Aの一例を示す概略図である。図16Aに示すように、出力部113が出力する出力画面1000Aは、図10に示した作業者育成計画を画面左側に表示し、シミュレーション結果を画面右側に表示している。作業者育成計画では、育成期間を経過し、作業者が製品の量産に適用可能となる開始時期が設定(例えば、作業者Cの場合には育成期間が6/30までであるため、適用開始時期7/1が設定)されている。また、シミュレーション結果は、顧客から指定された納期の遵守率を縦軸とし、上述した各処理で実行された作業者育成後の作業計画のパターン(Case1~Case3)を横軸としたものである。図16Aに示した例では、Case1およびCase3のパターンでは顧客から指定された納期Tを越えているため、Case2のパターンの作業計画が採用されることとなる。 FIG. 16A is a schematic diagram illustrating an example of an output screen 1000A output by the output unit 113. As shown in FIG. 16A, the output screen 1000A output by the output unit 113 displays the worker training plan shown in FIG. 10 on the left side of the screen and the simulation result on the right side of the screen. In the worker training plan, the start time when the training period elapses and the worker can apply to mass production of the product is set (for example, in the case of worker C, the training period is up to 6/30, so the application start is started. Time 7/1 is set). In addition, the simulation result has the compliance rate of the delivery date designated by the customer as the vertical axis, and the work plan pattern (Case 1 to Case 3) after the worker training executed in each process described above as the horizontal axis. . In the example shown in FIG. 16A, the Case 1 and Case 3 patterns exceed the delivery date T specified by the customer, and therefore the Case 2 pattern work plan is adopted.
 なお、顧客からの納期を満たすパターンが複数ある場合には、これらの中から最も納期が短い効果的なパターンを採用することとしてもよい。さらに、あらかじめ記憶部115に製品の納期を遵守した割合を示す納期遵守率や生産量などの生産管理指標の閾値を記憶しておき、これらの閾値を満たすもののうち最も適切なもの(例えば、生産量が最多となるもの、あるいは作業人員が最も効率的な配置となるもの)を採用することも可能である。この場合、その閾値とシミュレーション結果とを対応付けて表示させ、どの程度効率的かを判断することを可能としてもよい。 In addition, when there are a plurality of patterns satisfying the delivery date from the customer, an effective pattern having the shortest delivery date may be adopted from these. Further, threshold values of production management indicators such as a delivery date compliance rate and a production amount that indicate a proportion of compliance with the delivery date of the product are stored in the storage unit 115 in advance, and the most appropriate one that satisfies these threshold values (for example, production) It is also possible to adopt the one having the largest amount or the one having the most efficient arrangement of the worker). In this case, the threshold value and the simulation result may be displayed in association with each other, and it may be possible to determine how efficient the threshold is.
 このように、上述した各処理を行うことにより、作業者のスキル不足が原因で、生産量や納期遵守率などの生産指標が悪化する場合、作業者の育成計画を考慮した上で製品の作業計画を作成することが可能となる。例えば、作業者のスキル不足が原因で、生産量や納期遵守率などの生産指標が悪化する場合、どれだけ生産指標が悪化するかの定量的な予測値とともに提示し、作業者の勤務計画や配置計画を含めた作業計画の作成を支援することが可能となる。 As described above, if the production index such as the production volume and the delivery date compliance rate deteriorates due to the lack of skills of the workers due to the above-described processes, the work of the product is considered after considering the worker's training plan. It is possible to create a plan. For example, if production indicators such as production volume and delivery date compliance deteriorate due to lack of skills of workers, it is presented together with a quantitative estimate of how much the production indicators will deteriorate, It becomes possible to support the creation of a work plan including an arrangement plan.
 なお、図16Bに示すように、出力部113は、例えば、図8に示した作業者別育成情報、図9に示した工程別育成情報を画面1000Bに表示させ、入力部112が利用者からこれらの各項目の指定や入力を受け付けることとしても良い。図16Bに示した例では、図8に示した作業者別育成情報の標準期間と実績期間を比較し、その割合を習熟時間として求めた結果を表示し、図9に示した工程別育成情報のうち、教育項目以外の各項目を表示した場合の画面を示している。これらの各項目の値は、図示した編集ボタン等を押下することによって編集可能となっている。 As shown in FIG. 16B, the output unit 113 displays, for example, the worker-specific training information shown in FIG. 8 and the process-specific training information shown in FIG. 9 on the screen 1000B, and the input unit 112 receives the information from the user. It is also possible to accept designation and input of these items. In the example shown in FIG. 16B, the standard period and the actual period of the worker-specific training information shown in FIG. 8 are compared, the result obtained as the learning time is displayed, and the process-specific training information shown in FIG. Among these, the screen when each item other than the education item is displayed is shown. The values of these items can be edited by pressing the illustrated edit button or the like.
 本発明は、上記実施の形態そのままに限定されるものではなく、実施段階ではその要旨を逸脱しない範囲で構成要素を変形して具体化することができる。また、上記実施の形態に開示されている複数の構成要素の適宜な組み合わせにより、種々の発明を形成することができる。例えば、実施の形態に示される全構成要素からいくつかの構成要素を削除してもよい。さらに、異なる実施の形態にわたる構成要素を適宜組み合わせても良い。 The present invention is not limited to the above-described embodiment as it is, and can be embodied by modifying the constituent elements without departing from the scope of the invention in the implementation stage. In addition, various inventions can be formed by appropriately combining a plurality of constituent elements disclosed in the above embodiments. For example, some components may be deleted from all the components shown in the embodiment. Furthermore, constituent elements over different embodiments may be appropriately combined.
100…作業計画作成システム
110…作業計画作成装置
120…受注処理装置
130…生産ライン管理装置
140…生産情報管理装置
190…ネットワーク
111…制御部
112…入力部
113…出力部
114…通信部
115…記憶部
1111…情報取得部
1112…必要生産能力計算部
1113…作業者人員割付部
1114…生産シミュレーション部
1115…作業者育成計画作成部
1116…生産計画評価部
1117…作業指示部
1151…受注情報記憶部
1152…仕掛り情報記憶部
1153…作業実績情報記憶部
1154…工程経路情報記憶部
1155…設備稼働情報記憶部
1156…工程別育成情報記憶部
1157…作業者別育成情報記憶部
1158…作業者育成計画情報記憶部。
DESCRIPTION OF SYMBOLS 100 ... Work plan creation system 110 ... Work plan creation apparatus 120 ... Order processing apparatus 130 ... Production line management apparatus 140 ... Production information management apparatus 190 ... Network 111 ... Control part 112 ... Input part 113 ... Output part 114 ... Communication part 115 ... Storage unit 1111 ... Information acquisition unit 1112 ... Necessary production capacity calculation unit 1113 ... Worker personnel allocation unit 1114 ... Production simulation unit 1115 ... Worker training plan creation unit 1116 ... Production plan evaluation unit 1117 ... Work instruction unit 1151 ... Order information storage Unit 1152 ... in-process information storage unit 1153 ... work result information storage unit 1154 ... process route information storage unit 1155 ... equipment operation information storage unit 1156 ... process-specific training information storage unit 1157 ... worker-specific training information storage unit 1158 ... worker A training plan information storage unit.

Claims (10)

  1.  製品が納品されるまでの複数の作業工程と、前記作業工程のそれぞれの作業完了時期と、作業者が前記作業工程それぞれの作業を習得するために必要な期間を示す育成期間とを対応付けて記憶する記憶部と、
     前記作業工程に従って前記製品を生産した場合に、前記作業工程ごとに納期遅れが生じている作業工程を特定する生産能力計算部と、
     前記納期遅れが生じている作業工程に前記作業者を割り当て、前記育成期間に基づいて割り当てた前記作業者の育成完了時期を求め、前記作業者の育成完了時期を適用した場合における前記作業工程の作業完了時期を前記作業工程ごとに求める人員割付部と、
     前記人員割付部が求めた前記作業工程ごとの作業完了時期に基づいて、前記製品が納品されるまでの作業工程が納期に間に合っているかシミュレーションする生産シミュレーション部と、
     前記生産シミュレーション部がシミュレーションした作業工程のうち最適な作業工程を選択する生産計画評価部と、
     を備えることを特徴とする作業計画作成装置。
    Associating a plurality of work processes until the product is delivered, each work completion time of the work process, and a training period indicating a period necessary for an operator to master each work process A storage unit for storing;
    When the product is produced according to the work process, a production capacity calculation unit that identifies a work process in which a delivery delay occurs for each work process;
    Assigning the worker to the work process in which the delivery date is delayed, obtaining the training completion time of the worker assigned based on the training period, and applying the training completion time of the worker A personnel assignment unit for obtaining a work completion time for each work process;
    Based on the work completion time for each work process determined by the personnel assignment part, a production simulation part that simulates whether the work process until the product is delivered is in time for delivery;
    A production plan evaluation unit for selecting an optimal work process among the work processes simulated by the production simulation unit;
    A work plan creation device comprising:
  2.  前記記憶部は、さらに、前記作業工程に類似する作業工程と、前記作業者が前記類似作業工程を習得した場合における前記類似する作業工程を習得するために必要な期間を示す類似育成期間とを対応付けて記憶し、
     前記人員割付部は、前記納期遅れが生じている作業工程に前記類似する作業工程を習得した作業者を割り当て、前記類似育成期間に基づいて割り当てた前記作業者の育成完了時期を求め、前記作業者の育成完了時期を適用した場合における前記作業工程の作業完了時期を前記作業工程ごとに求める、
     ことを特徴とする請求項1に記載の作業計画作成装置。
    The storage unit further includes a work process similar to the work process, and a similar training period indicating a period necessary for learning the similar work process when the worker learns the similar work process. Memorize it,
    The personnel assignment unit assigns a worker who has mastered the similar work process to the work process in which the delivery delay has occurred, obtains the training completion time of the worker assigned based on the similar training period, and Obtaining the work completion time of the work process for each work process when applying the training completion time of the person,
    The work plan creation apparatus according to claim 1.
  3.  前記記憶部は、あらかじめ設定された前記製品の納期遵守率や前記製品の生産量などの生産管理指標についての閾値を記憶し、
     前記生産シミュレーション部は、前記閾値のうち前記作業人員が最も効率的となる作業計画を選択する、
     ことを特徴とする請求項1に記載の作業計画作成装置。
    The storage unit stores a threshold value for a production management index, such as a pre-set delivery date compliance rate and a production amount of the product,
    The production simulation unit selects a work plan in which the worker is most efficient among the threshold values.
    The work plan creation apparatus according to claim 1.
  4.  前記生産シミュレーション部は、現在から将来について前記シミュレーションを実施し、前記製品の納期が間に合うか否か評価する、
     ことを特徴とする請求項1に記載の作業計画作成装置。
    The production simulation unit performs the simulation from the present to the future, and evaluates whether the delivery date of the product is in time,
    The work plan creation apparatus according to claim 1.
  5.  前記生産シミュレーション部がシミュレーションした結果と前記閾値と対応付けて出力画面に表示する出力部、
     をさらに備えることを特徴とする請求項3に記載の作業計画作成装置。
    An output unit that displays the result of simulation performed by the production simulation unit in association with the threshold value on the output screen;
    The work plan creation device according to claim 3, further comprising:
  6.  製品が納品されるまでの複数の作業工程と、前記作業工程のそれぞれの作業完了時期と、作業者が前記作業工程それぞれの作業を習得するために必要な期間を示す育成期間とを対応付けて記憶する記憶部を備えた作業計画作成装置で行われる作業計画作成方法であって、
     前記作業工程に従って前記製品を生産した場合に、前記作業工程ごとに納期遅れが生じている作業工程を特定する生産能力計算ステップと、
     前記納期遅れが生じている作業工程に前記作業者を割り当て、前記育成期間に基づいて割り当てた前記作業者の育成完了時期を求め、前記作業者の育成完了時期を適用した場合における前記作業工程の作業完了時期を前記作業工程ごとに求める人員割付ステップと、
     前記人員割付ステップにおいて求めた前記作業工程ごとの作業完了時期に基づいて、前記製品が納品されるまでの作業工程が納期に間に合っているかシミュレーションする生産シミュレーションステップと、
     前記生産シミュレーションステップにおいてシミュレーションした作業工程のうち最適な作業工程を選択する生産計画評価ステップと、
     を含むことを特徴とする作業計画作成方法。
    Associating a plurality of work processes until the product is delivered, each work completion time of the work process, and a training period indicating a period necessary for an operator to master each work process A work plan creation method performed by a work plan creation apparatus having a storage unit for storing,
    When the product is produced according to the work process, a production capacity calculation step for identifying a work process in which a delivery time delay occurs for each work process;
    Assigning the worker to the work process in which the delivery date is delayed, obtaining the training completion time of the worker assigned based on the training period, and applying the training completion time of the worker Personnel assignment step for obtaining work completion time for each work process;
    Based on the work completion time for each work process determined in the personnel assignment step, a production simulation step for simulating whether the work process until the product is delivered is in time for delivery;
    A production plan evaluation step for selecting an optimal work process among the work processes simulated in the production simulation step;
    A work plan creation method characterized by including:
  7.  前記記憶部は、さらに、前記作業工程に類似する作業工程と、前記作業者が前記類似作業工程を習得した場合における前記類似する作業工程を習得するために必要な期間を示す類似育成期間とを対応付けて記憶し、
     前記人員割付ステップでは、前記納期遅れが生じている作業工程に前記類似する作業工程を習得した作業者を割り当て、前記類似育成期間に基づいて割り当てた前記作業者の育成完了時期を求め、前記作業者の育成完了時期を適用した場合における前記作業工程の作業完了時期を前記作業工程ごとに求める、
     ことを特徴とする請求項6に記載の作業計画作成方法。
    The storage unit further includes a work process similar to the work process, and a similar training period indicating a period necessary for learning the similar work process when the worker learns the similar work process. Memorize it,
    In the personnel assignment step, an operator who has learned the similar work process is assigned to the work process in which the delivery date is delayed, and the training completion time of the worker assigned based on the similar training period is obtained, and the work Obtaining the work completion time of the work process for each work process when applying the training completion time of the person,
    The work plan creation method according to claim 6.
  8.  前記記憶部は、あらかじめ設定された前記製品の納期遵守率や前記製品の生産量などの生産管理指標についての閾値を記憶し、
     前記生産シミュレーションステップでは、前記閾値のうち前記作業人員が最も効率的となる作業計画を選択する、
     ことを特徴とする請求項6に記載の作業計画作成方法。
    The storage unit stores a threshold value for a production management index, such as a pre-set delivery date compliance rate and a production amount of the product,
    In the production simulation step, a work plan in which the worker is most efficient among the threshold values is selected.
    The work plan creation method according to claim 6.
  9.  前記生産シミュレーションステップでは、現在から将来について前記シミュレーションを実施し、前記製品の納期が間に合うか否か評価する、
     ことを特徴とする請求項6に記載の作業計画作成方法。
    In the production simulation step, the simulation is performed from the present to the future, and it is evaluated whether or not the delivery date of the product is in time.
    The work plan creation method according to claim 6.
  10.  前記生産シミュレーションステップでシミュレーションした結果と前記閾値と対応付けて出力画面に表示する出力ステップ、
     をさらに含むことを特徴とする請求項8に記載の作業計画作成方法。
    An output step of displaying on the output screen in association with the threshold and the result of the simulation in the production simulation step;
    The work plan creation method according to claim 8, further comprising:
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