Multidimensional Intelligent Distribution Network Load Analysis and Forecasting Management System Based on Multidata Fusion Technology
| Autor: | Tao Yu, Jie Li, Daolu Zhang, Liu Jinsheng, Weiling Guan, Renli Cheng, Weizhe Ma, Cheng Weijie |
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| Jazyk: | angličtina |
| Rok vydání: | 2021 |
| Předmět: |
Article Subject
business.industry Computer science 020209 energy General Mathematics media_common.quotation_subject Distributed computing Interoperability Big data General Engineering 02 engineering and technology Modular design Engineering (General). Civil engineering (General) Data link Management system 0202 electrical engineering electronic engineering information engineering QA1-939 020201 artificial intelligence & image processing Software system TA1-2040 Function (engineering) business Engineering design process Mathematics media_common |
| Zdroj: | Mathematical Problems in Engineering, Vol 2021 (2021) |
| ISSN: | 1563-5147 |
| Popis: | In order to improve the work efficiency of load characteristic analysis and realize lean management, scientific prediction, and reasonable planning of the distribution networks, this paper develops a multidimensional intelligent distribution network load analysis and prediction management system based on the fusion of multidimensional data for the application of multidimensional big data in the smart distribution network. First, the framework of the software system is designed, and the functional modules for multidimensional load characteristic analysis are designed. Then, the method of multidimensional user load characterization is introduced; furthermore, the application functions and the design process of some important function modules of the software system are introduced. Finally, an application example of the multidimensional user load characterization system is presented. Overall, the developed system has the features of interoperability of data links between functional modules, information support between different functions, and modular design concept, which can meet the daily application requirements of power grid enterprises and can respond quickly to the issued calculation requirements. |
| Databáze: | OpenAIRE |
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