KR102241028B1 - An platform system for brokering partner companies based on the propensity of power generation companies and method thereof - Google Patents

Abstract

An embodiment of the present invention relates to a mediating method of a linking platform which matches a power generation company to business partners composed of an EPC company and a financial company, based on conditions for a power generation industry provided by the power generation company. The mediating method comprises the following steps: receiving selection information on conditions for power generation industry from the power generation company and providing information on at least one recommended EPC company, which includes EPC information, in order to determine the EPC company, based on the received selection information; receiving information on selection of the recommended EPC company, which is determined by the power generation company among the information on the recommended EPC company; matching the EPC company included in information on selection of the recommended EPC company to the power generation company; and matching the power generation company to a financial company, based on reliability in the EPC company matched to the power generation company and conditions for the power generation industry.

Description

A platform system for linking business participants based on the propensity of a power generation company and its intermediary method {AN PLATFORM SYSTEM FOR BROKERING PARTNER COMPANIES BASED ON THE PROPENSITY OF POWER GENERATION COMPANIES AND METHOD THEREOF}

The present invention relates to a project participant linkage platform system based on the propensity of a power generation business operator and its intermediary method. More specifically, an estimate is automatically calculated so that EPC companies can be compared and selected based on the power generation business conditions of the power generation business online. It relates to a project participant linkage platform system based on the propensity of power generation business operators that can increase the work efficiency of power generation business operators by linking mutual contracts according to selection, and a method of intermediating business participants.

General power generation projects are implemented by examining and selecting a power generation business entity (hereinafter, referred to as “power generation company”) suitable for the business structure through a business proposal. After the power generation company is selected, the power generation company selects an EPC company through a public offering.

Specifically, EPC refers to the collective supply of engineering, procurement, construction, commissioning, and delivery by a business operator who has obtained a contract for a large power generation project or infrastructure business. Design is in charge of project planning, quotation, order receipt, design, etc., and procurement includes the supply of various materials and facilities necessary for the business, and on-site installation through logistics. When procurement is completed, full-scale construction begins, and when construction is completed, it is completed after a trial run. A company that has the capability to comprehensively manage and carry out these entire processes is called an EPC company (hereinafter, also referred to as a contractor).

However, until now, a lot of time and effort is required to find a company that meets the conditions of the power generation business because power generation companies and EPC companies are selected through public offerings and bidding. In addition, there is a problem in that it is not easy to find an EPC company that fits the situation and inclination of the power generation company because there is no certainty as to whether the EPC company selected through the public offering has the ability to produce satisfactory results.

In addition, large-scale power generation projects (eg, plant business, solar power generation, etc.) are projects invested with the aim of long-term profits, so initial installation costs are enormous. To solve this problem, there are loan products that lend money by evaluating the business feasibility of the project itself, rather than putting it on the credit or physical security of the business owner.

However, there are not many types of banks that handle these loan products, and since they are fragmented in various ways, it is also a problem that a lot of effort is required for a power generation company to find a financial company that handles loan products that meet the conditions of their power generation business. There is this.

However, as described above, conventionally, there has not been a technology that automatically calculates an estimate so that a power generation company can directly compare and select an EPC company for a power generation project on-line, and mediate a mutual contract according to the selection. In addition, there was no technology to select and recommend products that meet specific power generation conditions from among various types of branch-specific financial products targeting the power generation industry.

Accordingly, since a lot of effort and time is spent due to a complicated procedure when conducting a power generation project, it is urgent to develop a linked platform system that can increase the work efficiency of power generation companies.

Accordingly, the present invention was conceived to cope with the above-described technical problem, and an object of the present invention is to substantially compensate for various problems caused by limitations and shortcomings in the prior art. Providing a platform system for linking business participants based on the propensity of power generation business operators to increase the work efficiency of power generation companies by automatically calculating and intermediating estimates so that EPC companies can be compared and selected for business projects and their EPC companies brokerage method. There is it.

In order to solve the above-described problems, the business participant mediation method based on the propensity of a power generation business according to another embodiment of the present invention is to match a power generation business with a business participant composed of an EPC company and a financial company based on the power generation business conditions of the power generation business. In the intermediary method of the linked platform, at least one recommended EPC company that includes EPC information that can determine the EPC company based on the selection information received from the power generation business operator and the selection information of the power generation business operator on the power generation business condition. Providing information; Receiving recommended EPC company selection information determined by a power generation company among recommended EPC company information; Matching the EPC company and the power generation company included in the recommended EPC company selection information; And matching the financial company with the power generation service provider based on the reliability of the EPC company matched with the power generation service provider.

In addition, the power generation business condition is determined by the power generation business operator based on the business propensity and situation of the power generation business, and may include at least one attribute of an EPC company, a module, and an inverter.

In addition, the linkage platform may further include calculating and setting a weight based on the selection information.

In addition, the EPC information may include a service type, a range, and a construction unit price provided by the EPC company according to the reliability of the EPC company related to the power generation business's financing method and the conditions of the power generation business.

In addition, reliability may include EPC's credit rating and financial status.

In addition, the reliability may include the EPC's business history.

In addition, reliability may include EPC's performance.

In addition, the providing of the recommended EPC company information may further include providing quotation information based on the selection of the power generation company for at least one EPC company included in the recommended EPC company information.

In addition, the estimate information may include at least one of average annual sales, average annual operating cost, average annual financial expenditure, estimated total business cost, and annual average expected revenue.

In addition, the step of matching the financial company with the power generation business entity further includes calculating an assessment value for the power generation business project of the power generation business entity, and the assessment value may be a sum of variables for the power generation business condition of the power generation business entity.

In addition, the variables may include the first variable related to the project development progress stage, the second variable related to the site-related business condition evaluation, and the third variable related to the evaluation of additional indicators for the expected profit.

In addition, when the calculated evaluation value is different from the actual power generation industry credit rating, the step of modeling or correcting using an artificial intelligence technique may be further included.

In addition, the step of matching the financial company with the power generation service provider may include: receiving information on a loan product from at least one financial company; And transmitting the business information of the power generation business operator and the power generation business conditions to a financial company that includes a loan product selected from the power generation service provider among the list of loan product recommendations provided based on the EPC company's reliability and power generation business conditions matched with the power generation business entity. can do.

In addition, the step of matching the financial company to the power generation service provider may include recommending a financial product according to the reliability of the EPC company; And matching financial companies including financial products.

In order to solve the above-described problems, the platform system for linking with a project participant according to an embodiment of the present invention includes: a power generation business operator for setting power generation conditions for the progress of a power generation project; And EPC companies that provide EPC evaluation information based on the conditions of the power generation industry and sign an EPC contract with the power generation company through a linked platform according to the power generation business’s selection for the EPC evaluation information, and the EPC information includes the reliability of the EPC company and Depending on the conditions of the power generation industry, the service type, scope, and construction cost provided by EPC may be included.

Details of other embodiments are included in the detailed description and drawings.

The technology disclosed according to the present invention can have the following effects. However, since it does not mean that a specific embodiment should include all of the following effects or only the following effects, it should not be understood that the scope of the rights of the disclosed technology is limited thereby.

In the project participant linkage platform system according to the embodiment of the present invention, after collecting a project proposal from an EPC company in advance, when a request for an EPC company meeting the power generation conditions is received from the power generation business operator of the power generation project, a comparative estimate is automatically made It is possible to effectively shorten the period of selecting a partner company by providing the information of the optimized EPC company to the power generation company by calculating it.

The project participant linkage platform system according to an embodiment of the present invention enables rapid project progress by matching the power generation company and the EPC company based on the power generation business conditions of the power generation business and the reliability of the EPC company.

The platform system for linking business participants according to an embodiment of the present invention recommends a financial company that handles loan products based on the conditions of the power generation business based on the reliability of the EPC company selected by the power generation business operator, thereby increasing the efficiency of the business of the power generation business operator. It works.

The effects according to the present invention are not limited by the contents exemplified above, and more various effects are included in the present specification.

1 is a block diagram showing a platform system for linking business participants according to an embodiment of the present invention.
2 is a flow chart showing an EPC company brokerage method according to an embodiment of the present invention.
3 is an exemplary view showing a screen for inputting business information according to an embodiment of the present invention.
4 is an exemplary view showing a screen for selecting an EPC company according to an embodiment of the present invention.
5 is an exemplary view of a screen providing EPC company evaluation information and estimate information according to a single selection of an EPC company according to an embodiment of the present invention.
6 is an exemplary view of a screen providing EPC company evaluation information and estimate information according to multiple selections of EPC companies in an embodiment of the present invention.
7 is a flow chart showing a method for brokering a financial institution according to an embodiment of the present invention.
8 is an exemplary view showing a process of calculating a value for the progress of business development for calculating an evaluation value according to an embodiment of the present invention.
9 is an exemplary view showing a process of calculating a value for a business condition for calculating an evaluation value according to an embodiment of the present invention.
10 is an exemplary view showing a process of calculating a value for an expected profit for calculating an evaluation value according to an embodiment of the present invention.
11 is an exemplary view showing an evaluation table for evaluating the solar power generation industry using a project evaluation method according to an embodiment of the present invention.

The following content merely exemplifies the principles of the invention. Therefore, those skilled in the art can implement the principles of the invention and invent various devices included in the concept and scope of the invention, although not clearly described or illustrated herein. In addition, it should be understood that all conditional terms and examples listed in this specification are, in principle, expressly intended only for the purpose of making the concept of the invention understood, and are not limited to the embodiments and states specifically listed as such. do.

In addition, in the following description, ordinal expressions such as first and second are intended to describe objects that are equivalent and independent of each other, and the order of main/sub or master/slave It should be understood as meaningless.

The above-described objects, features, and advantages will become more apparent through the following detailed description in connection with the accompanying drawings, and accordingly, a person of ordinary skill in the technical field to which the invention pertains will be able to easily implement the technical idea of the invention. .

Each of the features of the various embodiments of the present invention may be partially or entirely combined or combined with each other, and as a person skilled in the art can fully understand, technically various interlocking and driving are possible, and each of the embodiments may be independently implemented with respect to each other. It may be possible to do it together in a related relationship.

For clarity of interpretation of the present specification, terms used in the present specification will be defined below.

The term “EPC (Engineering Procurement & Construction)” used in this specification refers to engineering, procurement, construction, commissioning, and delivery by a business operator who has obtained a contract for a large power generation project or infrastructure business. It means to supply in bulk. Specifically, design is in charge of project planning, quotation, order receipt, design, etc., and procurement includes the supply of various materials and facilities necessary for the business, and on-site installation through logistics. When procurement is completed, full-scale construction begins, and when construction is completed, it is completed after a trial run.

The term “EPC company” used in this specification refers to a contractor who has the capability to comprehensively manage and perform the entire process from design to construction described above. In other words, EPC companies must have technical skills, construction management experience, and project management know-how in order to be in charge and perform the entire process of the power generation project.

The term “business information” used in this specification refers to the personal information of the power generation business operator, the type of business, the project title, whether or not the business license has been completed (hereinafter, referred to as the “business development progress”), site condition information, and the estimated amount of equity capital investment. , Expected profit and break-even point, etc. may be included. Business information is received from the power generation company in the early stages of the brokerage process, and can be a standard for evaluation of the power generation industry. In addition, the business information may be a reference point for recommending EPC companies and financial companies to power generation companies by a linked platform (hereinafter, also referred to as a “linked platform server”). Meanwhile, in the present specification, the business information may also be referred to as “power generation information” of a power generation company.

The term “power generation business conditions” used in this specification refers to a condition that a power generation business operator directly selects based on his or her business tendencies and circumstances in order to receive recommendations for EPC companies and financial companies that are suitable for the power generation business project. In other words, depending on the power generation company, there may be a desired expected profit, an urgent need for financing, a tendency to generate profits within the shortest time, total profit may be an important tendency, or trust between partners. Since it may be a tendency to value formation, different EPC evaluation information may be provided or a different EPC may be recommended depending on the business tendency and situation of the power generation service provider. For example, the power generation conditions may include EPC companies, module and inverter manufacturers, and the like. A power generation operator may decide some or all of these selection conditions as the conditions for the power generation industry, and there are also places to decide the preferences. The power generation conditions determined by the power generation business operator are transmitted to the connected platform, and the connected platform provides EPC evaluation information and recommended EPC companies to the power generation business based on the power generation business conditions. On the other hand, in some cases, the power generation business conditions of the power generation business may not exist. In this case, a recommended EPC company may be provided based on the business information initially input by the power generation business. A detailed description of this will be described later.

The term “EPC evaluation information” as used herein refers to information on the conditions under which EPC companies can be evaluated, which are collected from each EPC company through a linked platform so that the EPC company suitable for the power generation project can be selected. EPC evaluation information includes EPC's reliability and EPC's construction unit cost information. In other words, it is desirable to understand that the EPC evaluation information is a specification capable of evaluating the competency of a contractor.

The term “reliability” as used herein refers to a criterion by which a power generation company can select an EPC company when conducting a power generation project. Reliability is related to the financing method of the power generation business. In other words, since the EPC company's credibility determines which EPC company to select and receive financing, the financing method may be different depending on the EPC company's choice. Reliability (hereinafter, also referred to as EPC company reliability) is characterized by being calculated through any one of business history, performance, financial status, credit rating, or a combination thereof. In the present invention, the reliability is based on including the credit rating and financial status of the EPC company, and may further include performance, depending on the embodiment. According to another embodiment, it may further include karma. In addition, EPC may prove its credibility by submitting additional data. Here, other data may include EPC's credit rating. A more detailed description of reliability will be described later.

The term “construction unit price information” as used herein refers to information on estimates including unit prices determined according to the construction of the EPC company. Construction unit cost information includes fixed prices per power plant capacity, such as module procurement unit, inverter procurement unit, and construction unit cost, excluding unpredictable variable prices such as actual cost.

Hereinafter, a project participant linking platform system based on the propensity of a power generation business operator will be described with reference to FIG. 1.

1 is a block diagram showing a platform system for linking business participants according to an embodiment of the present invention.

Referring to FIG. 1, a project participant linkage platform system 1000 includes a linkage platform 100, a power generation service provider 200, an EPC company 300, and a financial company 400. In the present specification, each of the components of the project participant linkage platform system 1000 is preferably understood to operate as a server.

The project participant linkage platform system 1000 automatically calculates an estimate so that the power generation company 200 can compare and select the EPC companies 300 that meet their (or unique) power generation conditions for the power generation project, It is a system that provides an online connection platform service that mediates mutual contracts. In other words, the project participant connection platform system 1000 calculates the expected profit based on the reliability of the power generation project, and plays a role of matching the power generation business to business participants including EPC companies and financial companies based on this. Referring to FIG. 1, a project participant linkage platform system 1000 includes a linkage platform 100, a power generation service provider 200, an EPC company 300, and a financial company 400.

The linkage platform 100 is a server operated by an EPC company linkage platform operator. The linkage platform 100 is characterized by mediating the best EPC company to the power generation service provider 200 and then mediating the best financial company. Specifically, after automatically calculating an estimate based on the power generation business conditions of the power generation business operator 200 so that the power generation business operator 200 can select the EPC company and financial company that are optimal for their power generation business conditions, It is characterized by brokering the contract until the selection is made. The linked platform 100 receives brokerage fees and usage fees proportional to the business size (hereinafter, referred to as'power generation project size') from the mutually contracted power generation business operator 200, EPC company 300, and financial company 400. It is characterized by that. A more detailed description of the connection platform 100 will be described later.

The power generation business operator 200 is a business entity that makes an EPC contract with the EPC company 300 that meets the conditions of the power generation business and receives financial procurement from the financial company 400 to proceed with the power generation business project. Specifically, the power generation service provider 200 is characterized in that after setting the power generation conditions according to their situation and tendency, the EPC companies 300 are recommended from the connection platform 100. In addition, after signing a contract with the EPC company 300, the power generation business entity may receive a recommendation for the financial company 400 based on the project of the power generation business entity 200. More details on the process of intermediating the power generation business operator 200 in connection with the EPC company and/or the financial company 400 will be described later.

EPC (300) is a contractor who comprehensively manages and performs the entire process of engineering, procurement, and construction, and procures modules and inverters based on the power generation conditions of the power generation company (200). It is characterized by signing an EPC contract. In the present invention, it is characterized in that a plurality of EPC companies 300 participate in the power generation project. Accordingly, the EPC company 300 provides data that can prove its reliability to the power generation service provider 200 so that the power generation service provider 200 selects the company and proceeds with the power generation project, the procurement unit price that can be supplied, and the construction unit price. All of the details of are provided to the linked platform 100. As will be described later, some of the details of the EPC company's reliability proof data, procurement unit price, and construction unit price provided on the linkage platform 100 are disclosed for comparison of estimates of the power generation company 100. Since the EPC evaluation information (i.e., the reliability of the EPC company and the construction unit price information of the EPC company) is not disclosed to the power generation service provider 100, security may be maintained, and the problem of obtaining only the necessary information by the power generation service provider 100 is prevented. There is a compositional effect that can be done.

The financial company 400 is based on the reliability of the EPC company 300 according to the selection of the EPC company by the power generation business operator 200. It is characterized by recommending conditions and financing. Here, the conditions of the financial product include the reliability of the EPC company 300 and the business conditions of the power generation industry. Accordingly, a recommendation list of various financial products available according to the reliability of the EPC company 300 may be provided. For example, the higher the reliability of the EPC company 300 that guarantees the completion of responsibility, the more advantageous the conditions of the financial product provided to the power generation service provider 200 may be. In other words, as the reliability of the EPC company 300 is higher, a financial product having a high matching rate with the power generation conditions set by the power generation service provider 200 is recommended to the power generation service provider 200.

In addition, the financial company 400 and the power generation service provider 200 are characterized in that they do not pay platform fees.

Hereinafter, a process of brokering an EPC company according to an embodiment of the present invention will be described with reference to FIGS. 2 to 6 of the present invention.

2 is a flow chart showing an EPC company brokerage method according to an embodiment of the present invention. 3 is an exemplary view showing a screen for inputting business information according to an embodiment of the present invention. 4 is an exemplary view showing a screen for selecting an EPC company according to an embodiment of the present invention. 5 is an exemplary view of a screen providing EPC company evaluation information and estimate information according to a single selection of an EPC company according to an embodiment of the present invention. 6 is an exemplary view of a screen providing EPC company evaluation information and estimate information according to multiple selections of EPC companies in an embodiment of the present invention. Each numerical value shown in FIGS. 4 to 6 is only shown to aid in understanding of the description, and it is preferable to be understood as being irrelevant to the actuality of the invention.

Referring to FIG. 2, the linkage platform 100 receives business information from the power generation service provider 200 (S210).

As shown in FIG. 3, the power generation business operator 200 inputs business owner information in the information input area 301, and selects whether or not the license is completed. At this time, in the information input area 301,'unauthorized','development permission permission', and'power generation project permission' buttons to input permission or not are displayed. When the'Power Generation Business Permit' button, which can be selected when the business is licensed, is selected, a text input window for inputting the project title is displayed, and the power generation business operator enters the name displayed on the power generation business license into the text input window. It is based on. However, if the approval of the permit has not yet been reached, or if the permit has been approved but before the permit is received, you can select the'Not Approved' or the'Permit Development Act' button. In addition, the information input area 301 includes a numeric input window for inputting an estimated amount of equity capital investment for calculating an estimate.

After receiving the business information, the linkage platform 100 is among the'Calculate Recommendation Quote' button (B1) and the'Calculate by selecting a direct brand' button (B2) arranged in the lower center from the power generation company 200. It is characterized by receiving an input signal for any one and calculating a comparison estimate for the EPC companies (300). Here, when an input signal for the'calculate a recommended estimate' button B1 is received by the power generation service provider 200, the linked platform 100 is a recommended EPC company (hereinafter referred to as'EPC) based on the business information input by the user. It is characterized in that an estimate is calculated by automatically selecting a recommended company' or'recommended contractor'). In addition, when an input signal to the'directly select and calculate a brand' button B2 is received by the power generation service provider 200, the linkage platform 100 is the power generation service provider 200 directly from the EPC company ( Hereinafter, it is also referred to as'constructor' or'EPC company'), a condition selection button for selecting modules and inverters procured by the EPC company 300 is provided.

On the other hand, when the'calculate recommended estimate' button B1 is input by the power generation service provider 200, recommended EPC company information is automatically provided based on the received business information (S221).

Subsequently, as shown in FIG. 4, when the'direct brand selection and calculation' button (B2) is input by the power generation company 200, the connected platform 100 is the power generation business condition of the power generation company 200 It characterized in that receiving (S220). Here, the power generation business condition refers to a condition that the power generation business operator directly selects based on his or her business tendencies and circumstances in order to receive recommendations for EPC companies and financial companies suitable for the power generation business project.

Subsequently, the linkage platform 100 receives selection information of the power generation business operator 200 on the power generation condition and provides at least one EPC evaluation information EI based on the received selection information (S230). In this case, the linkage platform 100 may calculate and set a weight for the selection information of the power generation service provider 200 based on additional information such as basic information and business propensity of the power generation service provider 200.

The EPC information (EI) is characterized by including the service type, range, and construction unit price provided by the EPC company according to the EPC company's reliability and power generation conditions related to the financing method of the power generation service provider 200. Here, the service type provided by EPC refers to a brand or model of a device (or equipment) used in the power generation industry, such as a module or an inverter. In addition, the service range provided by EPC refers to the range of additional options such as ESS installation, and may be, for example, a work range for construction itself.

As shown in FIG. 4, the power generation service provider 200 may select at least one of a module and an inverter as a power generation condition in the power generation condition selection area 302. That is, the power generation service provider 200 selects only the module, only the inverter, or both the module and the inverter, so that various EPC evaluation information (EI) in the EPC evaluation information area 303 located below the power generation selection area 302 ) And recommended EPC company information (RI) may be received. In this way, when the selection information is changed, the quotation information automatically calculated according to the selection information (hereinafter, also referred to as “estimated quotation”) may be changed immediately. That is, it is understood that EPC evaluation information (EI) is information that can determine one EPC, and recommended EPC company information (RI) is at least one type of EPC company that is provided according to the power generation conditions of the power generation company 200. It is desirable to be.

Specifically, in the EPC evaluation information area 303, recommended EPC company information (RI) in which a plurality of different EPC companies are listed is displayed. In this case, the recommended EPC company information (RI) is characterized in that the EPC companies (constructors) with the highest relevance or the highest expected profits are exposed in order from the top left to the right, based on the user's selection. That is, it can be seen that in the EPC evaluation information area 303, a plurality of recommended EPC company information RI and EPC evaluation information EI included for each recommended EPC company information RI are displayed. For example, EPC evaluation information (EI) may include at least one of a contractor logo, cumulative performance, recent performance, credit evaluation information, business history, annual operating profit, operating margin, and expected profit (-1,000 won). I can.

Subsequently, the connection platform 100 may receive the recommended EPC company selection information determined by the power generation service provider 200 based on the EPC evaluation information (S240), and match the power generation service provider and the EPC company (S250). At this time, the power generation company 200 refers to the EPC company 300 selected according to their business tendency or situation by referring to the EPC evaluation information (EI) included in the recommended EPC company information (RI) as'recommended EPC company selection information'. Refers to. Referring to FIG. 5, when one construction company (hereinafter, referred to as'EPC recommended company') is selected through the selection item field SW included in the company selection area 304, The estimate area 305 is characterized in that the final estimate information (QI) is displayed together with the evaluation information (EI) for the selected contractor. The final estimate information (QI) is characterized by including at least one of annual average sales, annual average operating cost, annual average financial expenditure, expected total business cost, and annual average expected profit. Here, the expected profit is an estimate of general sales and expenses. It refers to the profit calculated based on the basis and is characterized by being different according to the detailed business conditions. In addition, the final quotation information (QI) may be changed according to detailed business conditions and options.

Meanwhile, as shown in FIG. 6, the power generation company 200 may select two contractors at the same time and compare the specs of the EPC company 300 in real time. That is, when two contractors are selected in the selection field (SW) included in the company selection area 304, evaluation information (EI) and estimate information (QI) for the two contractors are displayed in the estimate area 305 at the same time. It is characterized by that.

Accordingly, the connection platform 100 can compare the information of the EPC company at a glance based on the selection of the power generation service provider 200, and can increase the work efficiency of the power generation company by receiving an estimate that can know the expected profit. It works. In addition, it is possible to effectively shorten the work processor by matching the power generation service provider 200 and the EPC company 300 and linking to the contract.

Hereinafter, a process of brokering a financial institution according to an embodiment of the present invention will be described with reference to FIG. 7 of the present invention.

7 is a flow chart showing a method for brokering a financial institution according to an embodiment of the present invention.

Referring to FIG. 7, information on loan products for power generation business is received from a plurality of financial companies 400 (S710). The loan product information may include information on the reliability of the EPC company, basic information on the loan product on the business conditions of the power generation service provider, and loanable targets and interest rates, and the like.

Subsequently, the linkage platform 100 provides a list of recommended loan products according to the reliability of the EPC company 300 matched with the power generation service provider 200 (S720). At this time, the loan product recommendation list includes only the conditions of the loan product, and information on the financial company 400 is not included. Accordingly, there is an effect of preventing a case in which the power generation service provider 200 does not make a contract through the linkage platform 100 after acquiring only information on the financial company 400.

Subsequently, the linked platform 100 transmits the business information and power generation conditions of the power generation business operator 200 to the financial company 400 handling the loan product selected by the power generation business operator 4000 (S730), and The power generation industry is evaluated by synthesizing the power generation industry evaluation for the power generation industry and the reliability of the EPC company 300 selected by the power generation service provider 200 (S740). Finally, based on the evaluation value of the power generation industry, the power generation service provider and the financial company are matched (S750). However, step S740 is performed on the linked platform 100 by default, but may be performed by the financial company 400 according to an embodiment. Specifically, the power generation industry evaluation value (hereinafter, also referred to as “predicted evaluation value”) is characterized by the sum of variables for the power generation industry conditions of the power generation service provider 200. For example, the variables include a first variable related to the project development progress stage, a second variable related to the site-related business condition evaluation, and a third variable related to the evaluation of additional indicators for the expected profit.

Each variable is characterized by being calculated based on Equation 1 below.

(Equation 1)

Here, Q is the evaluation value for the power generation industry, D, C are variables for evaluating the project development progress stage (first variable), O, L, E are variables for evaluating site-related business conditions (second variable), S , M denotes a variable (the third variable) for evaluating an additional indicator for the expected profit.

In other words, the evaluation value for the power generation business of the power generation business is characterized by the sum of variables for the power generation business conditions (or business information) of the power generation business, and is calculated by adding each of the variables. Accordingly, a more detailed description of the variables D, C, O, L, E, S, and M, which are variables for the power generation condition, will be described later with reference to FIGS. 8 to 10.

However, since the evaluation value for the power generation industry may have an error with the actual power generation industry creditworthiness, deep learning such as RNN (Recurrent Neural Network), machine learning, and artificial neural network (ANN) ), the error can be reduced by modeling or calibrating using at least one artificial intelligence technique.

The evaluation value determined by the above-described power generation evaluation method is characterized in that it is calculated and reflected as soon as the power generation service provider 200 inputs the power generation condition. In addition, the evaluation value for the reliability of the EPC company for evaluating the power generation project is also characterized in that it is immediately reflected with the reliability calculated in advance as the power generation company 200 selects the EPC company 300.

To explain in detail with respect to the reliability of the EPC company, it is calculated using a regression model that derives the reliability based on the input values of the EPC company 300 received from the power generation company 200, such as business history, performance, and financial status. The size of the result value according to the condition is characterized by correction using an artificial intelligence technique such as deep learning. Accordingly, an error between the reliability prediction value and the credit rating can be reduced.

Hereinafter, the project evaluation will be described in more detail with reference to FIGS. 8 to 11.

8 is an exemplary view showing a process of calculating a value for the progress of business development for calculating an evaluation value according to an embodiment of the present invention. 9 is an exemplary view showing a process of calculating a value for a business condition for calculating an evaluation value according to an embodiment of the present invention. 10 is an exemplary view showing a process of calculating a value for an expected profit for calculating an evaluation value according to an embodiment of the present invention. 11 is an exemplary view showing an evaluation table for evaluating the solar power generation industry using a project evaluation method according to an embodiment of the present invention.

Referring to FIG. 8, the progress of business development is characterized by evaluating using business conditions D and C. Specifically, condition D is a variable allocated to evaluate the progress of business development, and a plurality of parameters generated through tree classification based on whether the power generation project license is completed and/or the development activity permission is completed ( d ₁ ~ It is characterized in that it is determined within _{d 3 ).}

Like Condition D, Condition C, which is a variable allocated to evaluate the progress of business development, is a plurality of parameters generated based on whether PPA capacity is secured, whether or not the KEPCO line invoice is received, and whether or not the KEPCO line in-line charge has been paid ( c ₁ ~ It is characterized in that it is determined in _{c 4 ).}

Referring to FIG. 9, site-related business conditions are characterized by being evaluated using variables O, L, and E. Specifically, condition O is a variable assigned to evaluate the business conditions related to the site, and a tree-type classification is made based on whether the site is leased, whether it is a state-owned site, whether it is a subordinately owned site, whether the site has been purchased, and whether the site registration transfer is completed. Multiple parameters generated through ( o ₁ ~ It is characterized by being determined within _{6 ).}

In addition, condition L is a plurality of parameters generated based on whether there is an existing site-secured loan and whether there is a jointly secured loan upon completion of the site purchase ( l ₁ ~ It is characterized in that it is determined in _{l 3 ).}

In addition, condition E is characterized in that it is determined among parameters e ₁ or e ₂ generated according to whether the ESS proceeds.

Referring to FIG. 10, the expected profit is characterized by being evaluated using variables S and E. Specifically, condition S is a variable allocated to evaluate expected profit, and is characterized in that it is determined from f1 or f2 representing the unit price of the REC fixed contract as a function upon completion of the REC fixed contract according to whether or not there is a rental site. Here, it is preferable that the functions f1 and f2 be understood as functions having s1 and s2 as variables. In other words, condition S, which is a variable of expected profit, is characterized by being fi(s) or 0.

In addition, condition M, which is a variable of expected profit, is characterized by generating the unit price m of the existing loan per kW when there is an existing loan secured by the site upon completion of the site purchase. That is, condition M, which is a variable of expected profit, is characterized by gi(m) or 0. Here, gi is preferably understood to be a function with m as a variable.

Accordingly, the linkage platform 100 is characterized in that after allocating one of the parameters of each element described above as a variable, the evaluation value is calculated according to the power generation evaluation method using the above-described equation. That is, referring to FIGS. 8 to 10 together, Equation 1 may be reexpressed as Equation 2 below. Meanwhile, the parameters included in Equation 2 are characterized in that they are in the form of constants or model parameters.

(Equation 2)

Therefore, the linked platform 100 delivers the project evaluation information determined by synthesizing the power generation industry evaluation and the EPC company reliability to the financial company 400, so that the financial company 400 serves as the basis data before financing to the power generation service provider 200. There is an effect that can be utilized. Here, it can be seen that the project evaluation information is in the form of an evaluation table, as shown in FIG. 11. In FIG. 11, the solar power generation industry was evaluated by item using the above-described project evaluation method, but the present invention is not limited thereto, and generation of next-generation renewable energy such as hydrogen fuel cell power generation and biodiesel may be evaluated. As described above with reference to FIGS. 8 to 10, the evaluation table shown in FIG. 11 calculates parameters for each detailed item (evaluation Score). In the remarks column of the evaluation table, as shown in FIG. 11, other conditions for each detailed item may be indicated.

Conventionally, since power generation companies and EPC companies are selected through public offering, bidding, etc., there is a problem that a lot of time and effort are required to find a company that meets the conditions of the power generation business. In addition, there is a limit to finding an EPC company that fits the situation and propensity of the power generation company because there is no certainty as to whether the EPC company selected through the public offering has the capability to derive satisfactory results.

In addition, large-scale power generation projects such as plant business and solar power generation are projects invested with the goal of long-term profits, so initial installation costs are enormous. As a way to solve this problem, there are loan products that lend money by evaluating the business feasibility of the project itself rather than putting it on the credit or physical security of the business owner, but there are not many types of banks that handle power generation related loan products. Since it is fragmented in various ways, there is a problem that a lot of effort is required for a power generation company to find a financial company that handles loan products that meet the conditions of their power generation business.

On the other hand, the project participant-linked platform system 1000 according to the embodiment of the present invention collects a business proposal from the EPC company 300 in advance, and then receives the EPC that meets the conditions of the power generation business from the power generation service provider 200 of the power generation project. When a request for the company 300 is received, a comparison estimate is automatically calculated and information of the optimized EPC company 300 is provided to the power generation service provider 200, thereby effectively shortening the period for selecting a partner company.

The project participant linking platform system 1000 according to an embodiment of the present invention matches the power generation business 200 and the EPC company 300 based on the power generation business conditions of the power generation business 200 and the reliability of the EPC company 300. Rapid project progress is possible.

The project participant connection platform system 1000 according to an embodiment of the present invention recommends a financial company 400 that handles loan products according to the conditions of the power generation business based on the reliability of the EPC company 300 selected by the power generation business operator 200. By doing so, there is an effect that can increase the efficiency of the power generation service provider 200 work.

Although the embodiments of the present invention have been described in more detail with reference to the accompanying drawings, the present invention is not necessarily limited to these embodiments, and various modifications may be made without departing from the spirit of the present invention. . Accordingly, the embodiments disclosed in the present invention are not intended to limit the technical idea of the present invention, but to explain the technical idea, and the scope of the technical idea of the present invention is not limited by these embodiments. Therefore, it should be understood that the embodiments described above are illustrative and non-limiting in all respects. The scope of protection of the present invention should be interpreted by the following claims, and all technical ideas within the scope equivalent thereto should be construed as being included in the scope of the present invention.

Claims (19)

In the intermediary method of a linked platform server matching the power generation business with a business participant composed of an EPC company and a financial company based on the power generation business conditions of a power generation business
Receiving selection information of the power generation business operator on a power generation business condition from the power generation business entity;
Receiving EPC evaluation information capable of determining the capability of the EPC company so that the EPC company can be matched based on the received selection information;
Providing at least one recommended EPC company information based on the power generation condition and the EPC evaluation information, and calculating and providing a predicted estimated price corresponding to the recommended EPC company information in real time;
Receiving recommended EPC company selection information for the EPC company selected from the power generation service provider based on the recommended EPC company information and the estimated estimate price;
Matching the EPC company and the power generation company corresponding to the recommended EPC company selection information;
After the matching step, providing a loan product recommendation list based on the reliability of the matched EPC company to the power generation service provider; And
Computing an evaluation value for the power generation project based on variables for the power generation business condition in order to match the power generation service provider and the financial company; Including, in the loan product recommendation list, the higher the reliability of the EPC company, the higher the Loan products with a high coincidence rate with the conditions of the power generation industry are displayed, but only the terms of the loan products are included, excluding information on financial companies that handle the loan products.
The evaluation value is calculated by Equation 1 below, and is modeled and corrected by deep learning and machine learning to minimize an error in the credit rating of the actual power generation industry.
[Equation 1]

(Where, variable Q is an evaluation value for the power generation industry, variable D is determined within a parameter generated through a tree-type classification based on whether the power generation business license is completed and whether the development activity permission is completed, and variable C is whether or not PPA capacity is secured? , Whether or not the KEPCO line invoice is received? It is determined within the parameters created through a tree-type classification based on whether the purchase has been completed and whether the site registration transfer has been completed, and the variable L is a tree-type classification based on whether there is an existing site-secured loan and whether there is a jointly secured loan upon completion of the site purchase. The variable E is determined within the parameters created through the ESS, and the variable E is determined within a plurality of parameters created according to whether or not the ESS is in progress, and the variable S is within the parameter for the unit price of the REC fixed contract upon completion of the REC fixed contract depending on whether or not the leased site. And variable M is determined as a parameter for the unit price of the existing loan per kW when there is an existing loan collateralized with the site upon completion of the site purchase) The method of claim 1,
The power generation business condition is that at least one of the EPC companies, modules, inverters, and the estimated amount of equity capital investment from the power generation service provider in consideration of the business propensity and situation of the power generation service provider in order for the power generation service provider to be recommended by an EPC company and a financial company. The chosen method of intermediary for project participants based on the propensity of the power generation operator. The method of claim 2,
The linked platform server further comprises the step of calculating and setting a weight based on the selection information. The method of claim 1,
The EPC evaluation information includes the service type, range, and construction unit price provided by the EPC company according to the reliability of the EPC company and the power generation business conditions related to the power generation business’s financial procurement method, and the service type is used for the power generation business. It refers to the brand and model name of the module and inverter, which are equipment, and the range provided by the EPC company refers to the range of additional options. The method of claim 1,
The reliability is calculated based on any one or a combination of the EPC's business power, performance, credit rating, and financial status. The method of claim 1,
When there is a plurality of the recommended EPC company selection information selected from the power generation company, the power generation business propensity-based business simultaneously displays evaluation information and estimate information for the plurality of EPC companies so that the specifications and expected profits of the EPC company can be compared. Participant mediation method. The method of claim 2,
The above propensity means that the propensity for total profit is an important propensity and the propensity to place importance on the formation of trust between partners, a propensity-based business participant brokerage method based on the propensity of a power generating company. The method of claim 2,
The above situation means that the situation where financing is urgent and the profit generated in the shortest time is important. delete delete delete delete delete delete delete delete Power generation business owners who set the conditions for power generation business for the progress of power generation projects; And
Based on the conditions of the power generation business, the power generation business operator provides EPC evaluation information that enables the power generation business to evaluate the capabilities of the EPC company, and enters into an EPC contract with the power generation business through a linked platform server according to the power generation business’s selection for the EPC evaluation information. Including;
The EPC evaluation information includes the service type, range, and construction unit price provided by the EPC company according to the reliability of the EPC company and the power generation business conditions,
The power generation service provider is provided with a list of loan product recommendations based on the reliability of the EPC company with which the EPC contract has been concluded, and the loan product recommendation list displays a loan product with a higher matching rate with the power generation business condition as the EPC company's reliability increases. Only terms of loan products excluding information on financial companies that handle the loan products are included,
The financial company is matched with the power generation service provider based on the evaluation value for the power generation project calculated by the variables for the power generation industry condition, and the evaluation value is calculated by the following equation (1), A project participant linkage platform system based on the propensity of power generation operators that is modeled and corrected by deep learning and machine learning to minimize errors.
[Equation 1]

(Where, variable Q is an evaluation value for the power generation industry, variable D is determined within a parameter generated through a tree-type classification based on whether the power generation business license is completed and whether the development activity permission is completed, and variable C is whether or not PPA capacity is secured? , Whether or not the KEPCO line invoice is received? It is determined within the parameters created through a tree-type classification based on whether the purchase has been completed and whether the site registration transfer has been completed, and the variable L is a tree-type classification based on whether there is an existing site-secured loan and whether there is a jointly secured loan upon completion of the site purchase. The variable E is determined within the parameters created through the ESS, and the variable E is determined within a plurality of parameters created according to whether or not the ESS is in progress, and the variable S is within the parameter for the unit price of the REC fixed contract upon completion of the REC fixed contract depending on whether or not the leased site. And variable M is determined as a parameter for the unit price of the existing loan per kW when there is an existing loan collateralized with the site upon completion of the site purchase) The method of claim 17,
The power generation business condition is that at least one of the EPC companies, modules, inverters, and the estimated amount of equity capital investment from the power generation service provider in consideration of the business propensity and situation of the power generation service provider in order for the power generation service provider to be recommended by an EPC company and a financial company. Selected, a platform system for connecting business participants based on the propensity of power generation operators. The method of claim 17,
The reliability is calculated based on any one of the EPC's business power, performance, credit rating, and financial status, or a combination of these, a project participant linkage platform system based on power generation operator propensity.

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