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2023 | OriginalPaper | Chapter

Stochastic Approach for Economic-Technical-Environmental Operation of Microgrids with Battery Storage Considering Parameters Uncertainty

Authors : Mostafa H. Mostafa, Muhyaddin Rawa, Ahmed I. Omar, Shady H. E. Abdel Aleem, Almoataz Y. Abdelaziz, Ziad M. Ali, Ahmed F. Zobaa

Published in: Modernization of Electric Power Systems

Publisher: Springer International Publishing

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Abstract

One of the significant aspects in microgrids (MG) optimization frameworks is to cope with stochastic parameters of renewable energy sources (RESs), market pricing, and electrical demand. Thus, the study of market price volatility, the intermittency of the RESs, and electrical demand alteration has received a great concentration in the recent period. This chapter introduces a stochastic optimization method for scheduling the energy of MG considering random demand, the intermittent nature of RES, and the volatile market price. The optimal daily energy scheduling is employed to attain the OFs, such as the minimum operating cost of the MG over a 24-h horizon or minimizing the pollutant emissions over a 24-h horizon. In addition, this chapter introduces multi-OFs to reduce the overall operating cost and the pollutant emission of MGs over a 24-h while taking into account different operational restrictions. In the proposed stochastic structure, uncertainty modeling of the RESs, electrical loads, and market pricing is modeled by fuzzy C-means. The general algebraic modeling system (GAMS) can be employed for modeling the optimization issue expressed in the chapter.

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Title: Stochastic Approach for Economic-Technical-Environmental Operation of Microgrids with Battery Storage Considering Parameters Uncertainty
Authors: Mostafa H. Mostafa
Muhyaddin Rawa
Ahmed I. Omar
Shady H. E. Abdel Aleem
Almoataz Y. Abdelaziz
Ziad M. Ali
Ahmed F. Zobaa
Publisher: Springer International Publishing
Book: Modernization of Electric Power Systems
Print ISBN: 978-3-031-18995-1

Electronic ISBN: 978-3-031-18996-8

Copyright Year: 2023
DOI: https://doi.org/10.1007/978-3-031-18996-8_14