Agent-based model for simulating building energy management in student residences
被引:47
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作者:
Ding, Zhikun
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机构:
Shenzhen Univ, Dept Construct Management & Real Estate, Shenzhen, Peoples R ChinaShenzhen Univ, Dept Construct Management & Real Estate, Shenzhen, Peoples R China
Ding, Zhikun
[1
]
Hu, Ting
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机构:
Shenzhen Univ, Dept Construct Management & Real Estate, Shenzhen, Peoples R ChinaShenzhen Univ, Dept Construct Management & Real Estate, Shenzhen, Peoples R China
Hu, Ting
[1
]
Li, Min
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机构:
Risesun Real Estate Nanjing Co Ltd, Nanjing, Jiangsu, Peoples R ChinaShenzhen Univ, Dept Construct Management & Real Estate, Shenzhen, Peoples R China
Li, Min
[2
]
Xu, Xiaoxiao
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机构:
Swinburne Univ Technol, Dept Civil & Construct Engn, Hawthorn, Vic, Australia
Swinburne Univ Technol, Ctr Sustainable Infrastruct, Hawthorn, Vic, AustraliaShenzhen Univ, Dept Construct Management & Real Estate, Shenzhen, Peoples R China
Xu, Xiaoxiao
[3
,4
]
Zou, Patrick X. W.
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机构:
Swinburne Univ Technol, Dept Civil & Construct Engn, Hawthorn, Vic, Australia
Swinburne Univ Technol, Ctr Sustainable Infrastruct, Hawthorn, Vic, AustraliaShenzhen Univ, Dept Construct Management & Real Estate, Shenzhen, Peoples R China
Zou, Patrick X. W.
[3
,4
]
机构:
[1] Shenzhen Univ, Dept Construct Management & Real Estate, Shenzhen, Peoples R China
[2] Risesun Real Estate Nanjing Co Ltd, Nanjing, Jiangsu, Peoples R China
Building energy consumption;
Occupant behaviour;
Complex adaptive system;
Agent-based modelling;
OCCUPANT BEHAVIOR;
POLICY;
PERFORMANCE;
INFORMATION;
MARKET;
IMPACT;
D O I:
10.1016/j.enbuild.2019.05.053
中图分类号:
TU [建筑科学];
学科分类号:
0813 ;
摘要:
Reducing energy consumption in buildings through behavioural changes has been regarded as a relatively low-cost and sustainable method. However, studies that focus on occupant building energy consumption in student residences are few. In the context of shared residences, the energy behaviour could be very different. This is because student-student and student-building system interactions are complex. To address this research gap, this study developed an agent-based simulation model regarding students as heterogeneous individuals. Simulation parameters include student basic information, status of staying at dormitories and applicances using behaviours. All data were obtained from a university campus in Shenzhen, China. Energy-saving scenarios under different strategies were simulated, including different energy-saving strategies and interaction behaviour energy-saving advertising. Results show that (1) occupancy is the most important factor for dormitory energy consumption; (2) reducing the time of air conditioner use has the largest impact on energy-saving; (3) reducing computer standby time has a great energy-saving potential; (4) students' attitude and awareness of energy conservation and the communication and exchange of energy information amongst students play an important role in energy saving. According to these results, the university can take measures to promote energy saving, which include strengthening education, establishing a energy saving championship system for dormitory energy consumption and implementing a reward-and-punishment mechanism.(C) 2019 Elsevier B.V. All rights reserved.
机构:
Univ Genoa, DIME CINEF, Via Opera Pia 15, I-16145 Genoa, ItalyUniv Genoa, DIME CINEF, Via Opera Pia 15, I-16145 Genoa, Italy
Ponta, Linda
Raberto, Marco
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机构:
Univ Genoa, DIME CINEF, Via Opera Pia 15, I-16145 Genoa, ItalyUniv Genoa, DIME CINEF, Via Opera Pia 15, I-16145 Genoa, Italy
Raberto, Marco
Teglio, Andrea
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机构:
Univ Jaume 1, Campus Riu Sec, Castellon de La Plana 12071, Spain
Univ Ca Foscari Venice, Dept Econ, Cannaregio 873, I-30121 Venice, ItalyUniv Genoa, DIME CINEF, Via Opera Pia 15, I-16145 Genoa, Italy
Teglio, Andrea
Cincotti, Silvano
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h-index: 0
机构:
Univ Genoa, DIME CINEF, Via Opera Pia 15, I-16145 Genoa, ItalyUniv Genoa, DIME CINEF, Via Opera Pia 15, I-16145 Genoa, Italy
机构:
Newcastle Univ, Newcastle Upon Tyne, England
Newcastle Univ, Sch Engn, Newcastle Upon Tyne NE1 7RU, EnglandNewcastle Univ, Newcastle Upon Tyne, England
Burke, Richard
Sengupta, Raja
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机构:
McGill Univ, Montreal, PQ, CanadaNewcastle Univ, Newcastle Upon Tyne, England
Sengupta, Raja
Ford, Alistair
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机构:
Newcastle Univ, Newcastle Upon Tyne, EnglandNewcastle Univ, Newcastle Upon Tyne, England
机构:
Beijing Inst Technol, Sch Management & Econ, 5 South Zhongguancun St, Beijing 100081, Peoples R China
Beijing Inst Technol, Sustainable Dev Res Inst Econ & Soc Beijing, Beijing 100081, Peoples R China
Argonne Natl Lab, Energy Syst Div, Lemont, IL 60439 USABeijing Inst Technol, Sch Management & Econ, 5 South Zhongguancun St, Beijing 100081, Peoples R China
Shi, Yingying
Han, Botang
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机构:
Beijing Inst Technol, Sch Management & Econ, 5 South Zhongguancun St, Beijing 100081, Peoples R China
Beijing Inst Technol, Sustainable Dev Res Inst Econ & Soc Beijing, Beijing 100081, Peoples R ChinaBeijing Inst Technol, Sch Management & Econ, 5 South Zhongguancun St, Beijing 100081, Peoples R China
Han, Botang
Zeng, Yongchao
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h-index: 0
机构:
Beijing Inst Technol, Sch Management & Econ, 5 South Zhongguancun St, Beijing 100081, Peoples R China
Beijing Inst Technol, Intelligent Synergist Management Lab, Beijing 100081, Peoples R China
Argonne Natl Lab, Energy Syst Div, Lemont, IL 60439 USABeijing Inst Technol, Sch Management & Econ, 5 South Zhongguancun St, Beijing 100081, Peoples R China