Optimal Energy Management in Autonomous Power Systems With Probabilistic Security Constraints and Adaptive Frequency Control
| العنوان: | Optimal Energy Management in Autonomous Power Systems With Probabilistic Security Constraints and Adaptive Frequency Control |
|---|---|
| المؤلفون: | Spyridon Chapaloglou, Erick Alves, Vincenzo Trovato, Elisabetta Tedeschi |
| المصدر: | IEEE Transactions on Power Systems. :1-12 |
| بيانات النشر: | Institute of Electrical and Electronics Engineers (IEEE), 2023. |
| سنة النشر: | 2023 |
| مصطلحات موضوعية: | FOS: Electrical engineering, electronic engineering, information engineering, Energy Engineering and Power Technology, Systems and Control (eess.SY), Electrical and Electronic Engineering, Electrical Engineering and Systems Science - Systems and Control |
| الوصف: | The decarbonization of many heavy power-consuming industries is dependent on the integration of renewable energy sources and energy storage systems in isolated autonomous power systems. The optimal energy management in such schemes becomes harder due to the increased complexity and stability requirements, the rapidly varying operating conditions and uncertainty of renewable sources, the conflicting objectives across different timescales, the limited amount of reliable power sources and energy storage. The state of charge management when energy storage is used for multiple services, such as optimal scheduling and frequency support, is one of the most notorious problems in this context. To address this issue, an optimal energy management system is proposed in this paper. It co-optimizes the primary frequency control layer and the dispatch schedule of conventional generators and energy storage by taking advantage of an algorithm that provides adaptive active power demand uncertainty quantification, theoretical guarantees for frequency stability, and bounds for the reserves for frequency support assigned to the energy storage system. A convex reformulation is derived enabling the efficient solution of the involved optimization problem, being a test case of an isolated offshore oil and gas platform presented for validation. |
| تدمد: | 1558-0679 0885-8950 |
| DOI: | 10.1109/tpwrs.2023.3236378 |
| URL الوصول: | https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ec8266ca4204c635f65d8461d370840c https://doi.org/10.1109/tpwrs.2023.3236378 |
| Rights: | OPEN |
| رقم الانضمام: | edsair.doi.dedup.....ec8266ca4204c635f65d8461d370840c |
| قاعدة البيانات: | OpenAIRE |
| تدمد: | 15580679 08858950 |
|---|---|
| DOI: | 10.1109/tpwrs.2023.3236378 |