Enhancing energy hub performance: A comprehensive model for efficient integration of hydrogen energy and renewable sources with advanced uncertainty management strategies
机构:
Persian Gulf Univ, Fac Intelligent Syst Engn & Data Sci, Clin Lab Ctr Power Syst & Protect, Bushehr 7516913817, IranAmirkabir Univ Technol, Elect Engn Dept, Tehran, Iran
Dashti, Rahman
[3
]
Marzband, Mousa
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机构:
King Abdulaziz Univ, Ctr Res Excellence Renewable Energy & Power Syst, Jeddah 21589, Saudi ArabiaAmirkabir Univ Technol, Elect Engn Dept, Tehran, Iran
Hydrogen storage system;
Information Gap Decision Theory;
Demand Response Programs;
Energy hub;
Renewable energy systems;
WIND FARMS;
STORAGE;
DEMAND;
POWER;
OPERATION;
SYSTEMS;
PARTICIPATION;
OPTIMIZATION;
RETAILER;
GAS;
D O I:
10.1016/j.est.2024.114948
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:
0807 ;
0820 ;
摘要:
In the pursuit of sustainable energy solutions, Energy Hubs (EH) emerge as pivotal systems integrating diverse energy carriers. This paper introduces a novel short-term model for EH, incorporating Hydrogen Energy (HE) and Renewable Energy Sources (RES). Employing an advanced approach, the Information Gap Decision Theory (IGDT), we address uncertainties in electricity demand, real-time market prices, and wind farm energy production. The model optimizes EH operations, leveraging flexible Demand Response Programs (DRP) to shift demand to cost-effective off-peak hours. In contrast to conventional IGDT models, our method considers the magnitude intensity of uncertainty for each parameter, resulting in precise and tailored uncertainty management. The dynamic interplay of EH components - Combined Heat and Power (CHP) units, Diesel Generators (DG), and Hydrogen Storage Systems (HSS) - is orchestrated to maximize efficiency and costeffectiveness. The system adapts to uncertainties, with DRP enhancing HSS performance during off-peak hours. Our main achievement lies in the robustness of uncertainty management, ensuring optimal EH performance under varying conditions. Applying the DRP in the system reduces costs by approximately 5.4%, showcasing the economic benefits of our approach. This result, coupled with enhanced reliability and adaptability, positions our model as a pioneering strategic and forward-thinking solution for industrial stakeholders navigating the complexities of energy systems.
机构:
Tsinghua Univ, Dept Ind Engn, Beijing 100084, Peoples R China
China Waterborne Transport Res Inst, Econ Policy & Dev Strategy Res Ctr, Beijing 100088, Peoples R ChinaTsinghua Univ, Dept Ind Engn, Beijing 100084, Peoples R China
Xu, Jiaqi
Li, Qiaofeng
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机构:
Beijing Jiaotong Univ, Sch Syst Sci, Beijing 100044, Peoples R ChinaTsinghua Univ, Dept Ind Engn, Beijing 100084, Peoples R China
Li, Qiaofeng
Zheng, Li
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机构:
Tsinghua Univ, Dept Ind Engn, Beijing 100084, Peoples R ChinaTsinghua Univ, Dept Ind Engn, Beijing 100084, Peoples R China
机构:
Siksha O Anusandhan, Dept Elect Engn, Bhubaneswar, IndiaSiksha O Anusandhan, Dept Elect Engn, Bhubaneswar, India
Panda, Subhasis
Mohanty, Sarthak
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机构:
Siksha O Anusandhan, Dept Elect Engn, Bhubaneswar, IndiaSiksha O Anusandhan, Dept Elect Engn, Bhubaneswar, India
Mohanty, Sarthak
Rout, Pravat Kumar
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Siksha O Anusandhan, Dept Elect & Elect Engn, Bhubaneswar, IndiaSiksha O Anusandhan, Dept Elect Engn, Bhubaneswar, India
Rout, Pravat Kumar
Sahu, Binod Kumar
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机构:
Siksha O Anusandhan, Dept Elect Engn, Bhubaneswar, IndiaSiksha O Anusandhan, Dept Elect Engn, Bhubaneswar, India
Sahu, Binod Kumar
Parida, Shubhranshu Mohan
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机构:
Siksha O Anusandhan, Dept Elect Engn, Bhubaneswar, IndiaSiksha O Anusandhan, Dept Elect Engn, Bhubaneswar, India
Parida, Shubhranshu Mohan
Samanta, Indu Sekhar
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机构:
Siksha O Anusandhan, Dept Comp Sci Engn, Bhubaneswar, Orissa, IndiaSiksha O Anusandhan, Dept Elect Engn, Bhubaneswar, India
Samanta, Indu Sekhar
Bajaj, Mohit
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机构:
Graph Era, Dept Elect Engn, Dehra Dun 248002, Uttaranchal, India
Graph Era Hill Univ, Dehra Dun 248002, India
Appl Sci Private Univ, Appl Sci Res Ctr, Amman 11937, Jordan
VSB Tech Univ Ostrava, ENET Ctr, Ostrava 708 00, Czech RepublicSiksha O Anusandhan, Dept Elect Engn, Bhubaneswar, India
Bajaj, Mohit
Piecha, Marian
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机构:
Minist Ind & Trade, Prague, Czech RepublicSiksha O Anusandhan, Dept Elect Engn, Bhubaneswar, India
Piecha, Marian
Blazek, Vojtech
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机构:
VSB Tech Univ Ostrava, ENET Ctr, Ostrava 708 00, Czech RepublicSiksha O Anusandhan, Dept Elect Engn, Bhubaneswar, India
Blazek, Vojtech
Prokop, Lukas
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机构:
VSB Tech Univ Ostrava, ENET Ctr, Ostrava 708 00, Czech RepublicSiksha O Anusandhan, Dept Elect Engn, Bhubaneswar, India
机构:
Nanjing Inst Technol, Sch Automobile & Rial Transit, Nanjing 211167, Peoples R ChinaNanjing Inst Technol, Sch Automobile & Rial Transit, Nanjing 211167, Peoples R China
Xu, Yijun
Zhang, Xuan
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机构:
Nanjing Normal Univ, Zhongbei Coll, Zhenjiang 212300, Jiangsu, Peoples R ChinaNanjing Inst Technol, Sch Automobile & Rial Transit, Nanjing 211167, Peoples R China
Zhang, Xuan
Li, Ji
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机构:
State Grid Xinjiang Elect Power Co Ltd, Elect Power Res Inst, Urumqi 830011, Xinjiang, Peoples R ChinaNanjing Inst Technol, Sch Automobile & Rial Transit, Nanjing 211167, Peoples R China