Urban energy systems;
Retrofit;
Optimization model;
Supply side and demand side;
Configuration and operation;
RENEWABLE ENERGY;
HEATING-SYSTEMS;
OPTIMAL-DESIGN;
POWER-SYSTEM;
STORAGE;
INTEGRATION;
BUILDINGS;
STRATEGY;
IMPACT;
MODEL;
D O I:
10.1016/j.energy.2017.07.139
中图分类号:
O414.1 [热力学];
学科分类号:
摘要:
Optimization modeling is popular for evaluating the design of energy systems in a given urban area. This is largely because the design of urban energy systems requires to make complex decisions about the choice of technologies, their location, and the fuels they use. This study presents an approach for modeling and optimizing decisions for retrofitting urban energy systems, with a focus on the optimal configuration and operation of supply side and demand side technologies required to satisfy the energy requirements. A mixed integer nonlinear programming model is formulated in GAMS and solved using Lindo optimizer. A case study in urban China is presented to verify the model and to identify opportunities for systems integration. Three scenarios are analyzed and the results show that a potential reduction in space heating and CO2 emissions of up to 57.7% and 50% are possible by retrofitting building envelopes with photovoltaics, ground source heat pump and natural gas cogeneration systems. Sensitivity analysis and multi-objective optimization further indicate that CO2 emission plays the most important role in decision-making. This approach enables to identify design trade-offs of complex urban energy systems so as to evaluate the potential of alternative technology mix. (C) 2017 Elsevier Ltd. All rights reserved.
机构:
Sultan Qaboos Univ, Coll Engn, Dept Petr & Chem Engn, POB 33, Muscat 123, OmanSultan Qaboos Univ, Coll Engn, Dept Petr & Chem Engn, POB 33, Muscat 123, Oman
Al Ani, Zainab
Gujarathi, Ashish M.
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Sultan Qaboos Univ, Coll Engn, Dept Petr & Chem Engn, POB 33, Muscat 123, OmanSultan Qaboos Univ, Coll Engn, Dept Petr & Chem Engn, POB 33, Muscat 123, Oman
Gujarathi, Ashish M.
Vakili-Nezhaad, G. Reza
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Sultan Qaboos Univ, Coll Engn, Dept Petr & Chem Engn, POB 33, Muscat 123, OmanSultan Qaboos Univ, Coll Engn, Dept Petr & Chem Engn, POB 33, Muscat 123, Oman
机构:
Univ Roma La Sapienza, DIAEE, Area Fis Tecn, I-00184 Rome, ItalyUniv Roma La Sapienza, DIAEE, Area Fis Tecn, I-00184 Rome, Italy
Salata, Ferdinando
Vollaro, Andrea de Lieto
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Univ Roma La Sapienza, DIAEE, Area Fis Tecn, I-00184 Rome, ItalyUniv Roma La Sapienza, DIAEE, Area Fis Tecn, I-00184 Rome, Italy
Vollaro, Andrea de Lieto
de LietoVollaro, Roberto
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机构:
Univ Roma Tre, DIMI, I-00146 Rome, ItalyUniv Roma La Sapienza, DIAEE, Area Fis Tecn, I-00184 Rome, Italy
de LietoVollaro, Roberto
Mancieri, Lorenzo
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Univ Roma La Sapienza, DIAEE, Area Fis Tecn, I-00184 Rome, Italy
Univ Roma Tre, DIMI, I-00146 Rome, ItalyUniv Roma La Sapienza, DIAEE, Area Fis Tecn, I-00184 Rome, Italy
机构:
Tongji Univ, Coll Architecture & Urban Planning, Sino US Eco Urban Lab, Shanghai 200092, Peoples R China
Tongji Univ, Coll Mech Engn, Shanghai 200092, Peoples R ChinaGeorgia Inst Technol, Coll Architecture, Sino US Eco Urban Lab, Atlanta, GA 30332 USA
Li, Zhengwei
Quan, Steven J.
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机构:
Georgia Inst Technol, Coll Architecture, Sino US Eco Urban Lab, Atlanta, GA 30332 USA
Tongji Univ, Coll Architecture & Urban Planning, Sino US Eco Urban Lab, Shanghai 200092, Peoples R ChinaGeorgia Inst Technol, Coll Architecture, Sino US Eco Urban Lab, Atlanta, GA 30332 USA
Quan, Steven J.
Yang, Perry Pei-Ju
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机构:
Georgia Inst Technol, Coll Architecture, Sino US Eco Urban Lab, Atlanta, GA 30332 USA
Tongji Univ, Coll Architecture & Urban Planning, Sino US Eco Urban Lab, Shanghai 200092, Peoples R ChinaGeorgia Inst Technol, Coll Architecture, Sino US Eco Urban Lab, Atlanta, GA 30332 USA