Kristoffer Christensen, Bo Nørregaard Jørgensen, Zheng Grace Ma
{"title":"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","authors":"Kristoffer Christensen, Bo Nørregaard Jørgensen, Zheng Grace Ma","doi":"arxiv-2408.10783","DOIUrl":null,"url":null,"abstract":"Power-to-Hydrogen is crucial for the renewable energy transition, yet\nexisting literature lacks business models for the significant excess heat it\ngenerates. This study addresses this by evaluating three models for selling\nelectrolyzer-generated heat to district heating grids: constant, flexible, and\nrenewable-source hydrogen production, with and without heat sales. Using\nagent-based modeling and multi-criteria decision-making methods (VIKOR, TOPSIS,\nPROMETHEE), it finds that selling excess heat can cut hydrogen production costs\nby 5.6%. The optimal model operates flexibly with electricity spot prices,\nincludes heat sales, and maintains a hydrogen price of 3.3 EUR/kg.\nEnvironmentally, hydrogen production from grid electricity could emit up to\n13,783.8 tons of CO2 over four years from 2023. The best economic and\nenvironmental model uses renewable sources and sells heat at 3.5 EUR/kg","PeriodicalId":501315,"journal":{"name":"arXiv - CS - Multiagent Systems","volume":"37 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Multi-agent based modeling for investigating excess heat utilization from electrolyzer production to district heating network\",\"authors\":\"Kristoffer Christensen, Bo Nørregaard Jørgensen, Zheng Grace Ma\",\"doi\":\"arxiv-2408.10783\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Power-to-Hydrogen is crucial for the renewable energy transition, yet\\nexisting literature lacks business models for the significant excess heat it\\ngenerates. This study addresses this by evaluating three models for selling\\nelectrolyzer-generated heat to district heating grids: constant, flexible, and\\nrenewable-source hydrogen production, with and without heat sales. Using\\nagent-based modeling and multi-criteria decision-making methods (VIKOR, TOPSIS,\\nPROMETHEE), it finds that selling excess heat can cut hydrogen production costs\\nby 5.6%. The optimal model operates flexibly with electricity spot prices,\\nincludes heat sales, and maintains a hydrogen price of 3.3 EUR/kg.\\nEnvironmentally, hydrogen production from grid electricity could emit up to\\n13,783.8 tons of CO2 over four years from 2023. The best economic and\\nenvironmental model uses renewable sources and sells heat at 3.5 EUR/kg\",\"PeriodicalId\":501315,\"journal\":{\"name\":\"arXiv - CS - Multiagent Systems\",\"volume\":\"37 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-08-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"arXiv - CS - Multiagent Systems\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/arxiv-2408.10783\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - CS - Multiagent Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2408.10783","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Multi-agent based modeling for investigating excess heat utilization from electrolyzer production to district heating network
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