共 1 条
Balancing stakeholder benefits: A many-objective optimal dispatch framework for home energy systems inspired by Maslow's Hierarchy of needs
被引:2
|作者:
Peng, Jinqing
[1
,2
]
Luo, Zhengyi
[1
,2
]
Tan, Yutong
[1
,2
]
Jiang, Haihao
[3
]
Yin, Rongxin
[1
,2
]
Yan, Jinyue
[4
]
机构:
[1] Hunan Univ, Coll Civil Engn, Changsha, Hunan, Peoples R China
[2] Minist Educ, Key Lab Bldg Safety & Energy Efficiency, Changsha, Hunan, Peoples R China
[3] Guangdong Midea Refrigerat Equipment Co LTD, Foshan, Guangdong, Peoples R China
[4] Hong Kong Polytech Univ, Renewable Energy Res Grp, Dept Bldg Environm & Energy Engn, Hong Kong, Peoples R China
来源:
基金:
中国国家自然科学基金;
关键词:
Home energy systems;
Flexible energy resources;
Demand -side management;
Maslow 's hierarchy of needs;
Many -objective optimization;
HOUSEHOLD APPLIANCES;
DEMAND RESPONSE;
MANAGEMENT-SYSTEM;
NSGA-III;
OPTIMIZATION;
FLEXIBILITY;
BATTERY;
LOAD;
EFFICIENCY;
D O I:
10.1016/j.adapen.2023.100160
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:
The optimal scheduling of home energy systems is influenced by the benefits of different stakeholders, with the hierarchical nature of user's needs being particularly significant. However, previous studies have largely neglected these factors. To bridge the research gaps, a many-objective optimal dispatch framework for home energy systems, which was inspired by Maslow's hierarchy of needs, was proposed. In the framework, user's needs for the optimal dispatch of home energy systems were categorized into various hierarchies referring to the Maslow's theory, which were fulfilled in a specific sequence during the scheduling optimization. In addition to the user's needs, the benefits of grid operators and policymakers were considered in the developed many -objective nonlinear optimal model, which includes six objective functions that capture the interests of end -users, grid operators, and policymakers. Simulation results obtained across the home energy systems with various configurations verified the effectiveness of the proposed framework. Results indicate that user's needs can be fully satisfied and a tradeoff among the benefits of end-users, grid operators, and policymakers was achieved. For various home energy systems, the optimal scheduling demonstrated reductions of 22.33 %-81.05 % in daily operation costs, 14.39 %-25.68 % in CO2 emissions, and 15.58 %-17.49 % in peak-valley differences, associated with increment of 5.37 %-15.51 % in self-consumption rate and 8.91 %-27.29 % in self-sufficiency rate, compared with the benchmark. The proposed framework provides valuable guidance for the optimal scheduling of various home energy systems in practical applications.
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页数:21
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