Computational modeling;
Resistance heating;
Pipelines;
Water heating;
Optimization;
Mathematical model;
Multi-energy system;
district heating network;
dynamic optimal energy flow;
optimal difference scheme;
MODEL RELAXATIONS;
THERMAL INERTIA;
DISTRICT;
POWER;
FLEXIBILITY;
NETWORK;
D O I:
10.1109/TSTE.2020.2988682
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
To retain intact state information of the district heating network (DHN) as possible in the optimization of heat and electricity integrated energy system (HE-IES), this article combines the transient heat flow and steady-state electric power flow to formulate the dynamic optimal energy flow (OEF) model of HE-IES. For efficient and standardized solution, the finite difference method is applied to convert the partial differential equation constraint (introduced by the temperature dynamics in DHN) into a set of linear equality constraints. The structure of applicable difference schemes for system optimization is analyzed, based on which, a scheme with balanced performances in stability, convergence, simulation accuracy, and computation burden is developed. Moreover, with the proposed multi-objective optimization based method to select proper spatial and temporal calculation step sizes, a compromise between model precision and solution complexity can be reached. Case studies validate the feasibility and benefits of our proposed dynamic OEF computing method, which can further provide support for making optimal planning and operating strategies.
机构:
College of Economics Management, Shanghai University of Electric Power, Shanghai,200090, ChinaCollege of Economics Management, Shanghai University of Electric Power, Shanghai,200090, China
Shi, Quansheng
Ding, Jianyong
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机构:
College of Economics Management, Shanghai University of Electric Power, Shanghai,200090, ChinaCollege of Economics Management, Shanghai University of Electric Power, Shanghai,200090, China
Ding, Jianyong
Liu, Kun
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机构:
College of Economics Management, Shanghai University of Electric Power, Shanghai,200090, ChinaCollege of Economics Management, Shanghai University of Electric Power, Shanghai,200090, China
Liu, Kun
Yan, Wei
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机构:
College of Economics Management, Shanghai University of Electric Power, Shanghai,200090, ChinaCollege of Economics Management, Shanghai University of Electric Power, Shanghai,200090, China
机构:
Aalborg Univ, Dept Energy Technol, DK-9220 Aalborg, DenmarkAalborg Univ, Dept Energy Technol, DK-9220 Aalborg, Denmark
Chen, Zhe
Zeng, Qing
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机构:
Tsinghua Univ, Sichuan Energy Internet Res Inst, Chengdu 610000, Sichuan, Peoples R ChinaAalborg Univ, Dept Energy Technol, DK-9220 Aalborg, Denmark
Zeng, Qing
Lund, Henrik
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机构:
Aalborg Univ, Dept Dev & Planning, DK-9000 Aalborg, DenmarkAalborg Univ, Dept Energy Technol, DK-9220 Aalborg, Denmark
机构:
Dalian Univ Technol, Sch Energy & Power Engn, Key Lab Ocean Energy Utilizat & Energy Conservat, Minist Educ, Dalian 116024, Peoples R ChinaDalian Univ Technol, Sch Energy & Power Engn, Key Lab Ocean Energy Utilizat & Energy Conservat, Minist Educ, Dalian 116024, Peoples R China
Liu, Hong
Liu, Xiaoshuo
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机构:
Dalian Univ Technol, Sch Energy & Power Engn, Key Lab Ocean Energy Utilizat & Energy Conservat, Minist Educ, Dalian 116024, Peoples R ChinaDalian Univ Technol, Sch Energy & Power Engn, Key Lab Ocean Energy Utilizat & Energy Conservat, Minist Educ, Dalian 116024, Peoples R China
Liu, Xiaoshuo
Cai, Chang
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Dalian Univ Technol, Sch Energy & Power Engn, Key Lab Ocean Energy Utilizat & Energy Conservat, Minist Educ, Dalian 116024, Peoples R ChinaDalian Univ Technol, Sch Energy & Power Engn, Key Lab Ocean Energy Utilizat & Energy Conservat, Minist Educ, Dalian 116024, Peoples R China
Cai, Chang
Jin, Qi
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Dalian Univ Technol, Sch Energy & Power Engn, Key Lab Ocean Energy Utilizat & Energy Conservat, Minist Educ, Dalian 116024, Peoples R ChinaDalian Univ Technol, Sch Energy & Power Engn, Key Lab Ocean Energy Utilizat & Energy Conservat, Minist Educ, Dalian 116024, Peoples R China
机构:
North China Elect Power Univ, Sch Energy Power & Mech Engn, Minist Educ, Key Lab Condit Monitoring & Control Power Plant E, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, Sch Energy Power & Mech Engn, Minist Educ, Key Lab Condit Monitoring & Control Power Plant E, Beijing 102206, Peoples R China
Zhang, Youjun
Hao, Junhong
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机构:
North China Elect Power Univ, Sch Energy Power & Mech Engn, Minist Educ, Key Lab Condit Monitoring & Control Power Plant E, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, Sch Energy Power & Mech Engn, Minist Educ, Key Lab Condit Monitoring & Control Power Plant E, Beijing 102206, Peoples R China
Hao, Junhong
Ge, Zhihua
论文数: 0引用数: 0
h-index: 0
机构:
North China Elect Power Univ, Sch Energy Power & Mech Engn, Minist Educ, Key Lab Condit Monitoring & Control Power Plant E, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, Sch Energy Power & Mech Engn, Minist Educ, Key Lab Condit Monitoring & Control Power Plant E, Beijing 102206, Peoples R China
Ge, Zhihua
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机构:
Zhang, Fuxiang
Du, Xiaoze
论文数: 0引用数: 0
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机构:
North China Elect Power Univ, Sch Energy Power & Mech Engn, Minist Educ, Key Lab Condit Monitoring & Control Power Plant E, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, Sch Energy Power & Mech Engn, Minist Educ, Key Lab Condit Monitoring & Control Power Plant E, Beijing 102206, Peoples R China
机构:
Elect Power Res Inst State Grid Jiangsu Elect Powe, 1 Pavel Rd, Nanjing 211103, Peoples R ChinaElect Power Res Inst State Grid Jiangsu Elect Powe, 1 Pavel Rd, Nanjing 211103, Peoples R China
Pan, Yi
Wang, Mingshen
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h-index: 0
机构:
Elect Power Res Inst State Grid Jiangsu Elect Powe, 1 Pavel Rd, Nanjing 211103, Peoples R ChinaElect Power Res Inst State Grid Jiangsu Elect Powe, 1 Pavel Rd, Nanjing 211103, Peoples R China
Wang, Mingshen
Yuan, Xiaodong
论文数: 0引用数: 0
h-index: 0
机构:
Elect Power Res Inst State Grid Jiangsu Elect Powe, 1 Pavel Rd, Nanjing 211103, Peoples R ChinaElect Power Res Inst State Grid Jiangsu Elect Powe, 1 Pavel Rd, Nanjing 211103, Peoples R China
Yuan, Xiaodong
Miao, Huiyu
论文数: 0引用数: 0
h-index: 0
机构:
Elect Power Res Inst State Grid Jiangsu Elect Powe, 1 Pavel Rd, Nanjing 211103, Peoples R ChinaElect Power Res Inst State Grid Jiangsu Elect Powe, 1 Pavel Rd, Nanjing 211103, Peoples R China
Miao, Huiyu
Han, Huachun
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h-index: 0
机构:
Elect Power Res Inst State Grid Jiangsu Elect Powe, 1 Pavel Rd, Nanjing 211103, Peoples R ChinaElect Power Res Inst State Grid Jiangsu Elect Powe, 1 Pavel Rd, Nanjing 211103, Peoples R China
Han, Huachun
Zeng, Fei
论文数: 0引用数: 0
h-index: 0
机构:
Elect Power Res Inst State Grid Jiangsu Elect Powe, 1 Pavel Rd, Nanjing 211103, Peoples R ChinaElect Power Res Inst State Grid Jiangsu Elect Powe, 1 Pavel Rd, Nanjing 211103, Peoples R China