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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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 |
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Engineering Photovoltaics Energy storage systems Energy storage planning Zhang, Xizhuo Energy storage system planning and software GUI development |
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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. |
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Xu Yan |
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Xu Yan Zhang, Xizhuo |
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Thesis-Master by Coursework |
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Zhang, Xizhuo |
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Zhang, Xizhuo |
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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 |
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Energy storage system planning and software GUI development |
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Energy storage system planning and software GUI development |
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energy storage system planning and software gui development |
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Nanyang Technological University |
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2024 |
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https://hdl.handle.net/10356/173629 |
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