Multi-agent based modeling for investigating excess heat utilization from electrolyzer production to district heating network

Kristoffer Christensen, Bo Nørregaard Jørgensen, Zheng Grace Ma
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Abstract

Power-to-Hydrogen is crucial for the renewable energy transition, yet existing literature lacks business models for the significant excess heat it generates. This study addresses this by evaluating three models for selling electrolyzer-generated heat to district heating grids: constant, flexible, and renewable-source hydrogen production, with and without heat sales. Using agent-based modeling and multi-criteria decision-making methods (VIKOR, TOPSIS, PROMETHEE), it finds that selling excess heat can cut hydrogen production costs by 5.6%. The optimal model operates flexibly with electricity spot prices, includes heat sales, and maintains a hydrogen price of 3.3 EUR/kg. Environmentally, hydrogen production from grid electricity could emit up to 13,783.8 tons of CO2 over four years from 2023. The best economic and environmental model uses renewable sources and sells heat at 3.5 EUR/kg
基于多代理的建模,用于调查从电解槽生产到区域供热网络的多余热量利用情况
电制氢对于可再生能源转型至关重要,但现有文献缺乏针对其产生的大量过剩热量的商业模式。为了解决这一问题,本研究评估了向区域供热电网出售电解槽产生的热量的三种模式:恒定、灵活和可再生能源制氢,有无热量销售。通过使用基于代理的建模和多标准决策方法(VIKOR、TOPSIS、PROMETHEE),研究发现出售多余热量可将制氢成本降低 5.6%。在环境方面,从 2023 年起的四年内,利用电网电力生产氢气可排放 13783.8 吨二氧化碳。最佳经济和环境模式使用可再生能源,并以 3.5 欧元/千克的价格出售热量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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