Optimal sizing of off-grid microgrid building-integrated-photovoltaic system with battery for a net zero energy residential building in different climates of Morocco

被引:21
作者
Forrousso, Sarah [1 ]
Kaitouni, Samir Idrissi [1 ,2 ]
Mana, Abdelali [3 ]
Wakil, Marouane [2 ]
Jamil, Abdelmajid [3 ]
Brigui, Jamal [1 ]
Azzouzi, Hamid [1 ]
机构
[1] Abdelmalek Essaadi Univ, Fac Sci & Tech Tangier, Res Team Mat Environm & Sustainable Dev MEDD, BP 416, Tangier, Morocco
[2] Green Energy Pk IRESEN & UM6P, Benguerir, Morocco
[3] Sidi Mohamed Ben Abdellah Univ, Higher Sch Technol Fez, BP 242, Fes, Morocco
关键词
Net zero energy building; PSO; Off-grid microgrid; Building-integrated photovoltaic (BIPV); Autonomous buildings; OPTIMIZATION; DEMAND;
D O I
10.1016/j.rineng.2024.102288
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
An optimal sizing of an off-grid microgrid system composed of photovoltaic (PV)/building integrated photovoltaic (BIPV)/battery energy storage installation is undergone for Net Zero Energy Residential Building blocks across six different climates of Morocco. The Particle Swarm Optimization algorithm is used to find the optimal sizing of the system, by considering the hourly spatiotemporal variations in both solar energy availability and energy demand, with the lowest Total Annualized Cost as the objective function and capacities of BIPV and battery as decision variables. The methodology adopted focuses on main load fulfillment through direct PV and BIPV power supply, backed by battery energy storage technology, to continually guarantee self-sufficiency. A key metric, the load cover factor, is introduced to quantify the ratio by which the load demand is satisfied by the solar PV and BIPV systems. The findings show that the optimal sizing of the BIPV system can help to improve the load cover factor by 0.68-2.58 %. Moreover, integrating BIPV system with PV system and Battery leads to a reduction in the Levelized Cost of Energy with approximately 8.7-20.72 %, as opposed to utilizing only the PV system and battery. Depending on the local climate, the levelized cost of energy ranges from $0.366/kWh in Ouarzazate city up to $0.664/kWh in Ifrane city. Lastly, this holistic approach aims to transform the building from its traditional role as an energy consumer to a carbon-free energy prosumer.
引用
收藏
页数:15
相关论文
共 90 条
[1]   Photovoltaic DC yield maps for all Morocco validated with ground measurements [J].
Aarich, N. ;
Erraissi, N. ;
Akhsassi, M. ;
Bennouna, A. ;
Asselman, A. ;
Barhdadi, A. ;
Boukhattem, L. ;
Cherkaoui, A. ;
Darmane, Y. ;
Doudou, A. ;
el Fanaoui, A. ;
el Omari, H. ;
Fahoume, M. ;
Hadrami, M. ;
Moussaid, D. ;
Hartiti, B. ;
Ihlal, A. ;
Khaidar, M. ;
Lfakir, A. ;
Loudiyi, K. ;
Mabrouki, M. ;
Raoufi, M. ;
Ridah, A. ;
Saadani, R. ;
Zorkani, I. ;
Aboufirass, M. .
ENERGY FOR SUSTAINABLE DEVELOPMENT, 2018, 47 :158-169
[2]   Simulation-based multi-objective genetic optimization for promoting energy efficiency and thermal comfort in existing buildings of hot climate [J].
Abdeen, Ahmed ;
Mushtaha, Emad ;
Hussien, Aseel ;
Ghenai, Chaouki ;
Maksoud, Aref ;
Belpoliti, Vittorino .
RESULTS IN ENGINEERING, 2024, 21
[3]   The recent advancements in the building integrated photovoltaic/thermal (BIPV/T) systems: An updated review [J].
Abdelrazik, A. S. ;
Shboul, Bashar ;
Elwardany, Mohamed ;
Zohny, R. N. ;
Osama, Ahmed .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2022, 170
[4]  
Agence nationale pour le Developpement des Energies Renouvelables et de L'Efficacite Energetique, REGLEMENT THERMIQUE DE CONSTRUCTION AU MAROC (RTCM)
[5]   A review on microgrid optimization with meta-heuristic techniques: Scopes, trends and recommendation [J].
Akter, Afifa ;
Zafir, Ehsanul Islam ;
Dana, Nazia Hasan ;
Oysoyal, Rahul J. ;
Sarker, Subrata K. ;
Li, Li ;
Muyeen, S. M. ;
Das, Sajal K. ;
Kamwa, Innocent .
ENERGY STRATEGY REVIEWS, 2024, 51
[6]   Energy performance and economics assessments of a photovoltaic-heat pump system [J].
Al-Falahat, Ala'a M. ;
Abu Qadourah, Jenan ;
Alrwashdeh, Saad S. ;
Khater, Rahaf ;
Qatlama, Zaina ;
Alddibs, Emad ;
Noor, Mohammad .
RESULTS IN ENGINEERING, 2022, 13
[7]   Effect of straw fibers addition on hygrothermal and mechanical properties of carbon-free adobe bricks: From material to building scale in a semi-arid climate [J].
Alioui, Abdelmounaim ;
Kaitouni, Samir Idrissi ;
Azalam, Youness ;
Al Armouzi, Naoual ;
Bendada, El Maati ;
Mabrouki, Mustapha .
BUILDING AND ENVIRONMENT, 2024, 255
[8]   Energy profit evaluation of a photovoltaic system from a selected building in Jordan [J].
Alrwashdeh, Saad S. .
RESULTS IN ENGINEERING, 2023, 18
[9]  
Alshammari N, 2018, PROC INT MID EAST P, P1040, DOI 10.1109/MEPCON.2018.8635287
[10]   Managing engineering challenges in the design and implementation of eco-friendly residential structures [J].
Altarawneh, Nadeen A. ;
Murtadha, Talib K. .
RESULTS IN ENGINEERING, 2023, 19