Energy storage system planning and software GUI development

Nowadays, With the increasingly severe global energy crisis, new energy power generation technologies have flourished. However, the instability of photovoltaics and the problems that will affect the power quality when connected to the grid are the primary goals that need to be solved urgently. The u...

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Main Author: Zhang, Xizhuo
Other Authors: Xu Yan
Format: Thesis-Master by Coursework
Language:English
Published: Nanyang Technological University 2024
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Online Access:https://hdl.handle.net/10356/173629
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1736292024-02-23T15:43:50Z Energy storage system planning and software GUI development Zhang, Xizhuo Xu Yan School of Electrical and Electronic Engineering xuyan@ntu.edu.sg Engineering Photovoltaics Energy storage systems Energy storage planning Nowadays, With the increasingly severe global energy crisis, new energy power generation technologies have flourished. However, the instability of photovoltaics and the problems that will affect the power quality when connected to the grid are the primary goals that need to be solved urgently. The use of energy storage systems can solve the problems caused by photovoltaic power generation very well, but Introducing energy storage systems will lead to increased investment costs, so it is very important to consider the actual needs and plan the capacity and location of the energy storage system key factor. This paper first introduces the classification of energy storage systems and the characteristics of different energy storage systems. It determines that the battery energy storage system will be used in this report. Then, based on practical considerations, a mathematical model is established for the whole system. First of all, corresponding constraints are established for the photovoltaic system, battery energy storage system (BESS), and distribution network system, and the objective function is established considering the actual situation of photovoltaic enterprise profits, which is essentially a mixed-integer linear programming question. Finally, the model was applied to a practical 8-node power distribution network, using the toolbox Yalmip in MATLAB and the commercial solver Gurobi to solve it and display the calculation results on the designed GUI interface, demonstrating the efficacy of optimal planning strategies for energy storage to maximize advantages. Master's degree 2024-02-20T01:46:53Z 2024-02-20T01:46:53Z 2024 Thesis-Master by Coursework Zhang, X. (2024). Energy storage system planning and software GUI development. Master's thesis, Nanyang Technological University, Singapore. https://hdl.handle.net/10356/173629 https://hdl.handle.net/10356/173629 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
Photovoltaics
Energy storage systems
Energy storage planning
spellingShingle Engineering
Photovoltaics
Energy storage systems
Energy storage planning
Zhang, Xizhuo
Energy storage system planning and software GUI development
description Nowadays, With the increasingly severe global energy crisis, new energy power generation technologies have flourished. However, the instability of photovoltaics and the problems that will affect the power quality when connected to the grid are the primary goals that need to be solved urgently. The use of energy storage systems can solve the problems caused by photovoltaic power generation very well, but Introducing energy storage systems will lead to increased investment costs, so it is very important to consider the actual needs and plan the capacity and location of the energy storage system key factor. This paper first introduces the classification of energy storage systems and the characteristics of different energy storage systems. It determines that the battery energy storage system will be used in this report. Then, based on practical considerations, a mathematical model is established for the whole system. First of all, corresponding constraints are established for the photovoltaic system, battery energy storage system (BESS), and distribution network system, and the objective function is established considering the actual situation of photovoltaic enterprise profits, which is essentially a mixed-integer linear programming question. Finally, the model was applied to a practical 8-node power distribution network, using the toolbox Yalmip in MATLAB and the commercial solver Gurobi to solve it and display the calculation results on the designed GUI interface, demonstrating the efficacy of optimal planning strategies for energy storage to maximize advantages.
author2 Xu Yan
author_facet Xu Yan
Zhang, Xizhuo
format Thesis-Master by Coursework
author Zhang, Xizhuo
author_sort Zhang, Xizhuo
title Energy storage system planning and software GUI development
title_short Energy storage system planning and software GUI development
title_full Energy storage system planning and software GUI development
title_fullStr Energy storage system planning and software GUI development
title_full_unstemmed Energy storage system planning and software GUI development
title_sort energy storage system planning and software gui development
publisher Nanyang Technological University
publishDate 2024
url https://hdl.handle.net/10356/173629
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