@inproceedings{795b4134562741ddbf7065dbe6b9564d,
title = "Optimization of Power Output Ratio for Micro-Grid System with Renewable Generation and Energy Storage",
abstract = "Reasonable planning of wind farms, photovoltaic power plants, and energy storage systems can improve the economic efficiency and reliability of micro-grid systems. In order to obtain the optimal power output ratio of the micro-grid system, the maximum profit of the micro-grid system is set as the objective function, with energy utilization rate, system outage rate, and savings in electricity purchasing costs as evaluation criteria. Genetic algorithms are used to optimize the micro-grid system. Secondly, different scenarios of micro-grid system combinations are established, and evaluation criteria are used for assessment. Finally, within the constraints, the optimal power output ratio of the micro-grid system is obtained based on the impact of the micro-grid system on the objective function, verifying the scientific and effective nature of the proposed model.",
keywords = "Economic Efficiency, Evaluation Criteria, Genetic Algorithm, Micro-grid System, Power Output Ratio",
author = "Shengyu Gao and Qihui Yu and Wenxian Yang",
note = "Funding Information: The research work presented in this paper is financially supported by a Grant (52065054) from the National Natural Science Foundation of China, a Grant (2022LHMS05023) from the Natural Science Foundation of Inner Mongolia, and the Basic Scientific Research Operating Expenses Project for Colleges and Universities. (0406082203). Publisher Copyright: {\textcopyright} The Author(s), under exclusive license to Springer Nature Switzerland AG 2024.; TEPEN International Workshop on Fault Diagnostic and Prognostic, TEPEN2024-IWFDP ; Conference date: 08-05-2024 Through 11-05-2024",
year = "2024",
month = sep,
day = "3",
doi = "10.1007/978-3-031-70235-8_31",
language = "English",
isbn = "9783031702341",
volume = "1",
series = "Mechanisms and Machine Science",
publisher = "Springer, Cham",
pages = "337--347",
editor = "Bingyan Chen and Xiaoxia Liang and Lin, {Tian Ran} and Fulei Chu and Ball, {Andrew D.}",
booktitle = "Proceedings of the TEPEN International Workshop on Fault Diagnostic and Prognostic",
address = "Switzerland",
edition = "1st",
}
