التفاصيل البيبلوغرافية
العنوان: |
Optimal Capacity Configuration of Pumped-Storage Units Used to Retrofit Cascaded Hydropower Stations |
المؤلفون: |
Yang Li, Feilong Hong, Xiaohui Ge, Xuesong Zhang, Bo Zhao, Feng Wu |
المصدر: |
Energies, Vol 16, Iss 24, p 8049 (2023) |
بيانات النشر: |
MDPI AG, 2023. |
سنة النشر: |
2023 |
المجموعة: |
LCC:Technology |
مصطلحات موضوعية: |
cascaded hydropower stations, renewable energy, optimal capacity configuration, pumped storage, variable-speed units, mixed-integer linear programming, Technology |
الوصف: |
As flexible resources, cascaded hydropower stations can regulate the fluctuations caused by wind and photovoltaic power. Constructing pumped-storage units between two upstream and downstream reservoirs is an effective method to further expand the capacity of flexible resources. This method transforms cascaded hydropower stations into a cascaded pumped-hydro-energy storage system. In this paper, a flexibility reformation planning model of cascaded hydropower stations retrofitted with pumped-storage units under a hybrid system composed of thermal, wind, and photovoltaic power is established with the aim of investigating the optimal capacity of pumped-storage units. First, a generative adversarial network and a density peak clustering algorithm are utilized to generate typical scenarios to deal with the seasonal fluctuation of renewable energy generation, natural water inflow, and loads. Then, a full-scenario optimization method is proposed to optimize the operation costs of multiple scenarios considering the variable-speed operation characteristics of pumped storage and to obtain a scheme with better comprehensive economy. Meanwhile, the proposed model is retransformed into a mixed-integer linear programming problem to simplify the solution. Case studies in Sichuan province are used to demonstrate the effectiveness of the proposed model. |
نوع الوثيقة: |
article |
وصف الملف: |
electronic resource |
اللغة: |
English |
تدمد: |
1996-1073 |
Relation: |
https://www.mdpi.com/1996-1073/16/24/8049; https://doaj.org/toc/1996-1073 |
DOI: |
10.3390/en16248049 |
URL الوصول: |
https://doaj.org/article/0f7949ffd123429088b6a1ee7df6b589 |
رقم الانضمام: |
edsdoj.0f7949ffd123429088b6a1ee7df6b589 |
قاعدة البيانات: |
Directory of Open Access Journals |