A High-Performance Energy Management System based on Evolving Graph
| Autor: | Liu, Guangyi, Yuan, Chen, Chen, Xi, Wu, Jingjin, Dai, Renchang, Wang, Zhiwei |
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| Rok vydání: | 2019 |
| Předmět: | |
| Druh dokumentu: | Working Paper |
| Popis: | As the fast growth and large integration of distributed generation, renewable energy resource, energy storage system and load response, the modern power system operation becomes much more complicated with increasing uncertainties and frequent changes. Increased operation risks are introduced to the existing commercial Energy Management System (EMS), due to its limited computational capability. In this paper, a high-performance EMS analysis framework based on the evolving graph is developed. A power grid is first modeled as an evolving graph and then the power system dynamic analysis applications, like network topology processing (NTP), state estimation (SE), power flow (PF), and contingency analysis (CA), are efficiently implemented on the system evolving graph to build a high-performance EMS analysis framework. Its computation performance is field tested using a 2749-bus power system in Sichuan, China. The results illustrate that the proposed EMS remarkably speeds up the computation performance and reaches the goal of real-time power system analysis. Comment: 5 pages, 6 figures, 4 tables, accepted by IEEE Transactions on Circuits and Systems II: Express Briefs |
| Databáze: | arXiv |
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