Multiobjective Sizing of an Autonomous Hybrid Microgrid Using a Multimodal Delayed PSO Algorithm: A Case Study of a Fishing Village
المؤلفون المشاركون
Gharnati, Fatima
Mouachi, Raja
Jallal, Mohammed Ali
Raoufi, Mustapha
المصدر
Computational Intelligence and Neuroscience
العدد
المجلد 2020، العدد 2020 (31 ديسمبر/كانون الأول 2020)، ص ص. 1-18، 18ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2020-08-07
دولة النشر
مصر
عدد الصفحات
18
التخصصات الرئيسية
الملخص EN
Renewable energy (RE) systems play a key role in producing electricity worldwide.
The integration of RE systems is carried out in a distributed aspect via an autonomous hybrid microgrid (A-HMG) system.
The A-HMG concept provides a series of technological solutions that must be managed optimally.
As a solution, this paper focuses on the application of a recent nature-inspired metaheuristic optimization algorithm named a multimodal delayed particle swarm optimization (MDPSO).
The proposed algorithm is applied to an A-HMG to find the minimum levelized cost of energy (LCOE), the lowest loss of power supply probability (LPSP), and the maximum renewable factor (REF).
Firstly, a smart energy management scheme (SEMS) is proposed to coordinate the power flow among the various system components that formed the A-HMG.
Then, the MDPSO is integrated with the SEMS to perform the optimal sizing for the A-HMG of a fishing village that is located in the coastal city of Essaouira, Morocco.
The proposed A-HMG comprises photovoltaic panels (PV), wind turbines (WTs), battery storage systems, and diesel generators (DGs).
The results of the optimization in this location show that A-HMG system can be applied for this location with a high renewable factor that is equal to 90%.
Moreover, the solution is very promising in terms of the LCOE and the LPSP indexes that are equal to 0.17$/kWh and 0.12%, respectively.
Therefore, using renewable energy can be considered as a good alternative to enhance energy access in remote areas as the fishing village in the city of Essaouira, Morocco.
Furthermore, a sensitivity analysis is applied to highlight the impact of varying each energy source in terms of the LCOE index.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Mouachi, Raja& Jallal, Mohammed Ali& Gharnati, Fatima& Raoufi, Mustapha. 2020. Multiobjective Sizing of an Autonomous Hybrid Microgrid Using a Multimodal Delayed PSO Algorithm: A Case Study of a Fishing Village. Computational Intelligence and Neuroscience،Vol. 2020, no. 2020, pp.1-18.
https://search.emarefa.net/detail/BIM-1138961
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Mouachi, Raja…[et al.]. Multiobjective Sizing of an Autonomous Hybrid Microgrid Using a Multimodal Delayed PSO Algorithm: A Case Study of a Fishing Village. Computational Intelligence and Neuroscience No. 2020 (2020), pp.1-18.
https://search.emarefa.net/detail/BIM-1138961
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Mouachi, Raja& Jallal, Mohammed Ali& Gharnati, Fatima& Raoufi, Mustapha. Multiobjective Sizing of an Autonomous Hybrid Microgrid Using a Multimodal Delayed PSO Algorithm: A Case Study of a Fishing Village. Computational Intelligence and Neuroscience. 2020. Vol. 2020, no. 2020, pp.1-18.
https://search.emarefa.net/detail/BIM-1138961
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1138961
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر