Energy management of hybrid electric and thermal energy system

Energy management in hybrid electric and thermal system has gained great attention in recent years. The hybrid energy system is a carrier for integrating different types of energy resources such as electricity and natural gas, aiming at more efficient and economical use of thermal and electricity re...

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Main Author: Hao, Xi
Other Authors: Wang Peng
Format: Thesis-Master by Coursework
Language:English
Published: Nanyang Technological University 2022
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Online Access:https://hdl.handle.net/10356/161501
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1615012023-07-04T17:52:05Z Energy management of hybrid electric and thermal energy system Hao, Xi Wang Peng School of Electrical and Electronic Engineering epwang@ntu.edu.sg Engineering::Electrical and electronic engineering Energy management in hybrid electric and thermal system has gained great attention in recent years. The hybrid energy system is a carrier for integrating different types of energy resources such as electricity and natural gas, aiming at more efficient and economical use of thermal and electricity resources. Coordination of electricity and thermal is crucial to save energy, reduce energy prices and achieve global emission targets. Against this background, the formation of a reliable and efficient operation scheme considering the relaxation of heating and cooling demand and the response characteristics of users is a problem that needs to be solved in the current development of integrated energy systems. Due to the importance of this subject, this paper propose an optimal operation scheme for the hybrid electric and thermal system considering user demand response and the stochastic nature of PV and load, in order to increase the operational efficiency and user flexibility in energy use. A two-stage optimization model is built in this paper. At the first stage, the 1-hour operation of CHP, ESS and air-condition consumption are optimized to minimize the operational cost. At the second stage, the 15-minutes operation of air condition and CHP are optimized to minimize the consumer’s dissatisfaction on cooling and heat services. The proposed model is solved by invoking the solver GUROBI in the PYTHON environment, and the simulation results are compared and analyzed under different conditions to verify the reasonableness and effectiveness of the energy management in this paper. Keywords: Hybrid electric and thermal system; Optimal operation scheme; Two-stage optimization model; Demand response; GUROBI Master of Science (Power Engineering) 2022-09-06T04:31:26Z 2022-09-06T04:31:26Z 2022 Thesis-Master by Coursework Hao, X. (2022). Energy management of hybrid electric and thermal energy system. Master's thesis, Nanyang Technological University, Singapore. https://hdl.handle.net/10356/161501 https://hdl.handle.net/10356/161501 en application/pdf Nanyang Technological University
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Electrical and electronic engineering
spellingShingle Engineering::Electrical and electronic engineering
Hao, Xi
Energy management of hybrid electric and thermal energy system
description Energy management in hybrid electric and thermal system has gained great attention in recent years. The hybrid energy system is a carrier for integrating different types of energy resources such as electricity and natural gas, aiming at more efficient and economical use of thermal and electricity resources. Coordination of electricity and thermal is crucial to save energy, reduce energy prices and achieve global emission targets. Against this background, the formation of a reliable and efficient operation scheme considering the relaxation of heating and cooling demand and the response characteristics of users is a problem that needs to be solved in the current development of integrated energy systems. Due to the importance of this subject, this paper propose an optimal operation scheme for the hybrid electric and thermal system considering user demand response and the stochastic nature of PV and load, in order to increase the operational efficiency and user flexibility in energy use. A two-stage optimization model is built in this paper. At the first stage, the 1-hour operation of CHP, ESS and air-condition consumption are optimized to minimize the operational cost. At the second stage, the 15-minutes operation of air condition and CHP are optimized to minimize the consumer’s dissatisfaction on cooling and heat services. The proposed model is solved by invoking the solver GUROBI in the PYTHON environment, and the simulation results are compared and analyzed under different conditions to verify the reasonableness and effectiveness of the energy management in this paper. Keywords: Hybrid electric and thermal system; Optimal operation scheme; Two-stage optimization model; Demand response; GUROBI
author2 Wang Peng
author_facet Wang Peng
Hao, Xi
format Thesis-Master by Coursework
author Hao, Xi
author_sort Hao, Xi
title Energy management of hybrid electric and thermal energy system
title_short Energy management of hybrid electric and thermal energy system
title_full Energy management of hybrid electric and thermal energy system
title_fullStr Energy management of hybrid electric and thermal energy system
title_full_unstemmed Energy management of hybrid electric and thermal energy system
title_sort energy management of hybrid electric and thermal energy system
publisher Nanyang Technological University
publishDate 2022
url https://hdl.handle.net/10356/161501
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