TY - JOUR
T1 - Capacity optimization and energy dispatch strategy of hybrid energy storage system based on proton exchange membrane electrolyzer cell
AU - Zhao, Dongqi
AU - Xia, Zhiping
AU - Guo, Meiting
AU - He, Qijiao
AU - Xu, Qidong
AU - Li, Xi
AU - Ni, Meng
N1 - Funding Information:
This work is supported by the National Natural Science Foundation of China (grant numbers: U2066202 , 61873323 ); the Science, Technology and Innovation Commission of Shenzhen Municipality (grant number: JCYJ20210324115606017 ); the National Science Centre of the Republic of Poland for SONATA project (grant number: 2018/31/D/ST8/00123 ); the Research Grant Council (Project Number: N_PolyU552/20 ), University Grants Committee, Hong Kong SAR ; and The Hong Kong Polytechnic University (Projects of Strategic Importance Scheme: P0035168 ).
Publisher Copyright:
© 2022 Elsevier Ltd
PY - 2022/11/15
Y1 - 2022/11/15
N2 - The introduction of proton exchange membrane electrolyzer cells into microgrids allows renewable energy to be stored in a more stable form of hydrogen energy, which can reduce the redundancy of battery energy storage system and the abandonment of wind and photovoltaic energy. However, most studies of energy dispatch strategies for microgrids only focus on the costs without considering the long-life operation. Therefore, in this study, the proposed capacity optimization method first ensures that the optimized distributed energy capacity can meet the user demand even in the most impoverished meteorological conditions. Moreover, the optimal efficiency and operating conditions of the electrolyzer corresponding to the reference power are determined through the artificial neural network, thereby realizing efficient hydrogen production. Subsequently, the multi-objective energy dispatch strategy is analyzed and designed, considering both low-cost and long-life operations. Compared with the economical energy dispatching strategy, the multi-objective energy dispatching strategy only increases the average daily dispatching cost by 0.055 $, however, reduces the volatility indicator of the electrolyzer by 49 %, which is beneficial to the sustainable operation of the electrolyzer. Furthermore, the required electrolyzer capacity is also reduced by 17.5 % by suppressing the power fluctuation of the electrolyzer. This study can provide useful information for understanding the energy dispatch strategy in hydrogen-electric coupling microgrids.
AB - The introduction of proton exchange membrane electrolyzer cells into microgrids allows renewable energy to be stored in a more stable form of hydrogen energy, which can reduce the redundancy of battery energy storage system and the abandonment of wind and photovoltaic energy. However, most studies of energy dispatch strategies for microgrids only focus on the costs without considering the long-life operation. Therefore, in this study, the proposed capacity optimization method first ensures that the optimized distributed energy capacity can meet the user demand even in the most impoverished meteorological conditions. Moreover, the optimal efficiency and operating conditions of the electrolyzer corresponding to the reference power are determined through the artificial neural network, thereby realizing efficient hydrogen production. Subsequently, the multi-objective energy dispatch strategy is analyzed and designed, considering both low-cost and long-life operations. Compared with the economical energy dispatching strategy, the multi-objective energy dispatching strategy only increases the average daily dispatching cost by 0.055 $, however, reduces the volatility indicator of the electrolyzer by 49 %, which is beneficial to the sustainable operation of the electrolyzer. Furthermore, the required electrolyzer capacity is also reduced by 17.5 % by suppressing the power fluctuation of the electrolyzer. This study can provide useful information for understanding the energy dispatch strategy in hydrogen-electric coupling microgrids.
KW - Capacity optimization
KW - Economic dispatch strategy
KW - High temperature proton exchange membrane electrolyzer cell
KW - Hydrogen energy
KW - Long-life operation
KW - Multi-objective dispatch strategy
UR - http://www.scopus.com/inward/record.url?scp=85140474395&partnerID=8YFLogxK
U2 - 10.1016/j.enconman.2022.116366
DO - 10.1016/j.enconman.2022.116366
M3 - Journal article
AN - SCOPUS:85140474395
SN - 0196-8904
VL - 272
JO - Energy Conversion and Management
JF - Energy Conversion and Management
M1 - 116366
ER -