Optimal PV system capacity ratio and power limit value selection based on a novel fast calculation method of IGBT junction temperature and IGBT annual damage analysis

Optimal PV system capacity ratio and power limit value selection based on a novel fast calculation method of IGBT junction temperature and IGBT annual damage analysis

In order to solve the problem of long calculation time of insulated gate bipolar transistor (IGBT) junction temperature, the XGBoost machine learning algorithm is used to calculate IGBT junction temperature in the annual damage assessment process. The XGBoost machine learning algorithm can greatly r...

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Bibliographic Details
Main Authors: Bo Zhang, Yuan Gao, Tiecheng Li, Xuekai Hu, Enze Yang
Format: Article
Language:English
Published: Elsevier 2022-11-01
Series:Energy Reports
Subjects:
XGBoost machine learning algorithm
Capacity ratio
Power limit value
Differential evolution algorithm
Annual damage
Online Access:http://www.sciencedirect.com/science/article/pii/S2352484722015840

Internet

http://www.sciencedirect.com/science/article/pii/S2352484722015840

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