A power fluctuation evaluation method of PV plants based on RankBoost ranking

Protection and Control of Modern Power Systems

Bo Hu¹  Zhouyang Ren¹  Hui Li¹  Weiyi Xia¹ 

[1] The State Key Laboratory of Power Transmission Equipment & System Security and New Technology, School of Electrical Engineering, Chongqing University, 400044, Chongqing, PR China;

关键词: Fluctuation evaluation;    Photovoltaic power;    RankBoost ranking algorithm;   

DOI  :  10.1186/s41601-021-00205-y

来源: Springer

【 摘 要 】

Fluctuation evaluation is an important task in promoting the accommodation of photovoltaic (PV) power generation. This paper proposes an evaluation method to quantify the power fluctuation of PV plants. This consists of an index system and a ranking method based on the RankBoost algorithm. Eleven indices are devised and included in the index system to fully cover diverse fluctuation features. By handling missing and invalid data effectively, the ranking method fuses multiple indices automatically and provides a systematic and comprehensive comparison of power fluctuation. Simulation results based on power data from six PV plants indicate that the evaluation list obtained by the RankBoost ranking method is better represented and more comprehensive than that derived by the equal weight method.

【 授权许可】

CC BY