New energy power generation equipment online operation analysis method and platform based on data fusion

By building a data cleaning model and a real-time cost model, the lag problem in the economic activity analysis of new energy power stations is solved, real-time wind turbine operation economic evaluation and operational efficiency management are achieved, and data support for optimizing resource allocation is provided.

CN120655152APending Publication Date: 2025-09-16CHINA NUCLEAR POWER OPERATION TECH CORP +1
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Patent Information

Application Number
CN202510736435.0
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2025-06-04
Publication Date
2025-09-16

AI Technical Summary

Technical Problem

Existing economic activity analysis of new energy power stations cannot guide the operation and maintenance of independent power generation units, cannot reflect the impact of uncertainty in operating costs, cannot conduct sensitivity analysis, and lacks data to support the improvement of the quality and efficiency of wind turbines/photovoltaic equipment.

Method used

By building a unified data cleaning model, a real-time revenue and operating cost model for a single wind turbine, and establishing an operational performance evaluation index system, we use fixed costs + variable costs to reflect real-time business activities, integrate business and financial data, realize real-time calculation of production and operation data, and provide an online business analysis platform.

Benefits of technology

It realizes real-time economic evaluation of wind turbine operation, improves the management level of new energy operation income, provides a basis for decision-making on optimizing resource allocation, and improves operational efficiency.

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Abstract

The invention belongs to the technical field of online operation analysis, and discloses a new energy power generation equipment online operation analysis method and platform based on data fusion, and the method cleans and corrects data, reflects real-time business activities through employing fixed cost and variable cost, collects wind field projects, and obtains a new energy power generation equipment online operation analysis result. The design parameters are compared with the parameters after actual construction and operation, and the actual operation efficiency of the wind field project is evaluated; the platform comprises a data management module, a real-time profit viewing module and a historical profit viewing module. According to the method, the hysteresis of financial statement data is made up, production and operation management is converted into whole-process management and control of beforehand planning, in-process monitoring and after-event analysis from after-event summarization, marginal contribution is improved, and the purpose of'controlling month with day 'is achieved.
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