Optimizing hybrid energy storage: A multi-objective approach for hydrogen-natural gas systems with carbon-emission management

被引:2
|
作者
Li, Genzhu [1 ]
Zhang, Zhongming [2 ]
Li, Ji [3 ]
Liu, Dunnan [1 ]
机构
[1] North China Elect Power Univ, Sch Econ & Management, Beijing 102206, Peoples R China
[2] Xinjiang Power Exchange Ctr Co Ltd, Urumqi 830002, Peoples R China
[3] Guowang Xinjiang Elect Power Res Inst Co Ltd, Urumqi 830006, Peoples R China
关键词
Energy management; Optimization; Particle swarm optimization; Combined energy; Hydrogen storage system; WIND;
D O I
10.1016/j.ijhydene.2024.07.338
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
This article addresses the challenges of load curve variability in integrated energy systems (IES) and emphasizes carbon neutralization in response to global environmental concerns. It introduces a game-theoretic approach to understand the collaborative dynamics within an integrated energy-hydrogen system (HGESS). The study develops a collaborative game model for the IES-HGESS partnership, focusing on carbon neutralization considerations. Using game theory, it investigates the determinants shaping this partnership and extends to create a hybrid model for day-ahead and real-time markets. To foster enduring cooperation, the study introduces a cooperation profit coefficient and devises an income distribution strategy for HGESS-IES interactions. A load management program is incorporated to reduce costs and enhance profitability. Addressing complexity and constraints, the article introduces an advanced multi-objective particle swarm optimization method. Tested on a sample system under various conditions, the results demonstrate that the alliance between IES and HGESS can significantly enhance net profits, achieving mutual benefit and a win-win outcome while advancing sustainability in energy management.
引用
收藏
页码:1003 / 1019
页数:17
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