Suitable various-goal energy management system for smart home based on photovoltaic generator and electric vehicles

被引:22
作者
Ben Arab, Marwa [1 ]
Rekik, Mouna [1 ]
Krichen, Lotfi [1 ]
机构
[1] Univ Sfax, Natl Engn Sch Sfax ENIS, Elect Syst & Renewable Energies Lab LSEER, Elect Engn Dept, Sfax 3038, Tunisia
关键词
Smart home; Energy management system; Smooth home power profiles; Electricity bill; Free charging; Plug-in electric vehicles; Photovoltaic generator; Optimization layers; MODULES;
D O I
10.1016/j.jobe.2022.104430
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
The energy consumption supervision is required for each smart home to ensure the highest power quality and to enhance the stability of the whole grid. In this paper, a various-goal energy management system is proposed to arrive at a compromise solution for smoothing the smart home power profile, reducing the electricity bill (E.B) and obtaining a free charging of Plug-in Electric Vehicles (PEVs) from home and renewable energy sources (RES). This control has been structured into two hierarchical layers. The first aims to maintain an appropriate balance of the Photovoltaic Generator (PVG) power that is scattered into three essential paths: home, vehicles and grid. The second destinates to coordinate the PEVs charging/discharging modes from and to the smart home. Both optimization layers of the proposed framework are executed using Particle Swarm Optimization (PSO) algorithm. Four scenarios are presented in different seasons with different demand profiles, different electricity prices and illuminations in north Africa, and different PEVs connections states. The simulation results have demonstrated the obtention of smooth home power profiles. As well, the inhabitant can achieve a total daily bill reduction of 26% in autumn, 15.57% in winter, 31.68% in summer and 25% in spring including almost a free charging of PEVs which prove the efficiency of the proposed strategy.
引用
收藏
页数:19
相关论文
共 35 条
[1]   Power management of grid-integrated energy storage batteries with intermittent renewables [J].
Al Essa, Mohammed Jasim M. .
JOURNAL OF ENERGY STORAGE, 2020, 31
[2]   k-means based load estimation of domestic smart meter measurements [J].
Al-Wakeel, Ali ;
Wu, Jianzhong ;
Jenkins, Nick .
APPLIED ENERGY, 2017, 194 :333-342
[3]  
Andrew H., 2020, APPL ENERG, V261
[4]   A New Framework for Plug-In Electric Vehicle Charging Models Supported by Solar Photovoltaic Energy Resources [J].
Un nouveau cadre pour les modèles de recharge du véhicule électrique rechargeable supporté par des ressources d’énergie solaire photovoltaïque .
Assolami, Yasser O. (ysolami@taibahu.edu.sa), 1600, IEEE Canada (44) :118-129
[5]   A New Three-point-based Approach for the Parameter Extraction of Photovoltaic Cells [J].
Chin, Vun Jack ;
Salam, Zainal .
APPLIED ENERGY, 2019, 237 :519-533
[6]   The moderating role of energy consumption in the carbon emissions-income nexus in middle-income countries [J].
Ehigiamusoe, Kizito Uyi ;
Lean, Hooi Hooi ;
Smyth, Russell .
APPLIED ENERGY, 2020, 261
[7]   An energy management system for optimal operation of BSS in DC distributed generation environments based on a parallel PSO algorithm [J].
Grisales-Norena, L. F. ;
Montoya, Oscar Danilo ;
Ramos-Paja, Carlos Andres .
JOURNAL OF ENERGY STORAGE, 2020, 29
[8]   Coupled electrical-thermal modelling of photovoltaic modules under dynamic conditions [J].
Gu, Wenbo ;
Ma, Tao ;
Shen, Lu ;
Li, Meng ;
Zhang, Yijie ;
Zhang, Wenjie .
ENERGY, 2019, 188
[9]   A review on the key issues of the lithium ion battery degradation among the whole life cycle [J].
Han, Xuebing ;
Lu, Languang ;
Zheng, Yuejiu ;
Feng, Xuning ;
Li, Zhe ;
Li, Jianqiu ;
Ouyang, Minggao .
ETRANSPORTATION, 2019, 1
[10]   Stochastic energy management of smart microgrid with intermittent renewable energy resources in electricity market [J].
Hasankhani, Arezoo ;
Hakimi, Seyed Mehdi .
ENERGY, 2021, 219