Optimal sizing for an integrated energy system considering degradation and seasonal hydrogen storage

被引:108
作者
Pu, Yuchen [1 ]
Li, Qi [1 ]
Zou, Xueli [1 ]
Li, Ruirui [1 ]
Li, Luoyi [1 ]
Chen, Weirong [1 ]
Liu, Hong [2 ]
机构
[1] Southwest Jiaotong Univ, Sch Elect Engn, Chengdu 610031, Sichuan, Peoples R China
[2] Chinese Acad Macroecon Res, Energy Res Inst, Beijing 100038, Peoples R China
基金
中国国家自然科学基金;
关键词
Integrated energy system sizing; Hydrogen; Degradation; Fuel cell; Random-trigonometric grey wolf optimizer; Seasonal storage; OPTIMIZATION; POWER; MANAGEMENT; COST;
D O I
10.1016/j.apenergy.2021.117542
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
080707 [能源环境工程]; 082001 [油气井工程];
摘要
In order to analyze the feasibility and economy of island integrated energy system combined power-hydrogen-heat-cooling cogeneration in detail, this paper proposes a two-level optimal sizing method. First, a cost scheme of the integrated energy system based on the life cycle is proposed, and the degradation, remaining life, and replacement of proton exchange membrane fuel cell, proton exchange membrane electrolyzer and battery are considered. Then, considering the randomness and correlation of various environmental data and loads during the sizing process, a clustering and scenario generation method based on eigenvalues is designed. Finally, an optimal sizing method based on the random-trigonometric grey wolf optimizer and mixed integer linear programming is proposed and tested. The performance of the two-level optimal sizing method is verified by benchmarks and a case in Ningxia, China. The scheduling results and economics based on the sizing results are elaborated and analyzed in detail. In particular, the degradation cost accounts for 13.1% of the total life cycle cost, and the seasonal hydrogen storage provides 1.4317 x 10(5) kWh of energy for the system at a lower cost compared with battery, which reveal the necessity of considering system degradation and the economic advantages of the integrated energy system with seasonal hydrogen storage.
引用
收藏
页数:17
相关论文
共 52 条
[1]
Overview on recent developments in energy storage: Mechanical, electrochemical and hydrogen technologies [J].
Amirante, Riccardo ;
Cassone, Egidio ;
Distaso, Elia ;
Tamburrano, Paolo .
ENERGY CONVERSION AND MANAGEMENT, 2017, 132 :372-387
[2]
A comprehensive review on renewable energy integration for combined heat and power production [J].
Bagherian, Mohammad Ali ;
Mehranzamir, Kamyar .
ENERGY CONVERSION AND MANAGEMENT, 2020, 224
[3]
Optimal Design and Operation of a Low Carbon Community Based Multi-Energy Systems Considering EV Integration [J].
Cao, Jun ;
Crozier, Constance ;
McCulloch, Malcolm ;
Fan, Zhong .
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2019, 10 (03) :1217-1226
[4]
A review on Integrated Renewable Energy System based power generation for stand-alone applications: Configurations, storage options, sizing methodologies and control [J].
Chauhan, Anurag ;
Saini, R. P. .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2014, 38 :99-120
[5]
Lifetime prediction and the economic lifetime of Proton Exchange Membrane fuel cells [J].
Chen, Huicui ;
Pei, Pucheng ;
Song, Mancun .
APPLIED ENERGY, 2015, 142 :154-163
[6]
Particle swarm optimization: Basic concepts, variants and applications in power systems [J].
del Valle, Yamille ;
Venayagamoorthy, Ganesh Kumar ;
Mohagheghi, Salman ;
Hernandez, Jean-Carlos ;
Harley, Ronald G. .
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2008, 12 (02) :171-195
[7]
Battery State-of-Health Perceptive Energy Management for Hybrid Electric Vehicles [J].
Ebbesen, Soren ;
Elbert, Philipp ;
Guzzella, Lino .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2012, 61 (07) :2893-2900
[8]
ElNozahy MS, 2013, IEEE POW ENER SOC GE
[9]
Optimization and integration of hybrid renewable energy hydrogen fuel cell energy systems - A critical review [J].
Eriksson, E. L. V. ;
Gray, E. MacA. .
APPLIED ENERGY, 2017, 202 :348-364
[10]
Energy systems planning: A survey on models for integrated power and natural gas networks coordination [J].
Farrokhifar, Meisam ;
Nie, Yinghui ;
Pozo, David .
APPLIED ENERGY, 2020, 262 (262)