دورية أكاديمية

Optimal configuration of energy storage system capacity in traction power supply system considering photovoltaic consumption

التفاصيل البيبلوغرافية
العنوان: Optimal configuration of energy storage system capacity in traction power supply system considering photovoltaic consumption
المؤلفون: Wei Zhang, Xiaoqiang Chen, Ying Wang
المصدر: Archives of Electrical Engineering, Vol vol. 73, Iss No 1, Pp 219-233 (2024)
بيانات النشر: Polish Academy of Sciences, 2024.
سنة النشر: 2024
المجموعة: LCC:Electrical engineering. Electronics. Nuclear engineering
مصطلحات موضوعية: bilevel optimization, capacity optimization configuration, energy storage system, photovoltaic, railway power conditioner, traction power supply system, Electrical engineering. Electronics. Nuclear engineering, TK1-9971
الوصف: In order to achieve energy savings and promote on-site integration of photovoltaic energy in electrified railways, a topology structure is proposed for the integration of photovoltaic (PV) and the energy storage system (ESS) into the traction power supply system (TPSS) based on a railway power conditioner (RPC). This paper analyzes the composition and operation principles of this structure. To assess the economic benefits brought by the integration of photovoltaic and energy storage systems, a bilevel optimization model is established, with the objectives of optimizing energy storage capacity configuration and photovoltaic energy integration. The KKT (Karush–Kuhn–Tucker) method is employed to transform the model into a single-layer mixed-integer linear programming model, which is then solved using the CPLEX solver in MATLAB. The research findings indicate that, with the configuration of the ESS, the optimal PV consumption rate achieved is 96.8749%. Compared to a 100% PV consumption rate, the ESS capacity configuration is reduced by 13.14%, and the overall operational cost of the TPSS is at its lowest. The study suggests that the proposed bilevel optimization algorithm can more effectively consider PV consumption, leading to enhanced economic performance of the TPSS operation.
نوع الوثيقة: article
وصف الملف: electronic resource
اللغة: English
تدمد: 2300-2506
Relation: https://journals.pan.pl/Content/130563/14_int.pdf; https://doaj.org/toc/2300-2506
DOI: 10.24425/aee.2024.148866
URL الوصول: https://doaj.org/article/840c54a29a244c95acd9c29d49a29473
رقم الأكسشن: edsdoj.840c54a29a244c95acd9c29d49a29473
قاعدة البيانات: Directory of Open Access Journals
الوصف
تدمد:23002506
DOI:10.24425/aee.2024.148866