Energy Management Scheme for Optimizing Multiple Smart Homes Equipped with Electric Vehicles

被引:5
|
作者
Prum, Puthisovathat [1 ,2 ]
Charoen, Prasertsak [1 ]
Khan, Mohammed Ali [2 ]
Bayati, Navid [2 ]
Charoenlarpnopparut, Chalie [1 ]
机构
[1] Thammasat Univ, Sirindhorn Int Inst Technol, Sch Informat Comp & Commun Technol ICT, Khlong Luang 12120, Thailand
[2] Univ Southern Denmark, Ctr Ind Elect, DK-6400 Sonderborg, Denmark
关键词
smart home; battery energy storage system; photovoltaic; electric vehicle; optimization; home energy management; RENEWABLE ENERGY; DEMAND RESPONSE; STORAGE; SYSTEM; OPTIMIZATION; INTEGRATION;
D O I
10.3390/en17010254
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
The rapid advancement in technology and rise in energy consumption have motivated research addressing Demand-Side Management (DSM). In this research, a novel design for Home Energy Management (HEM) is proposed that seamlessly integrates Battery Energy Storage Systems (BESSs), Photovoltaic (PV) installations, and Electric Vehicles (EVs). Leveraging a Mixed-Integer Linear Programming (MILP) approach, the proposed system aims to minimize electricity costs. The optimization model takes into account Real-Time Pricing (RTP) tariffs, facilitating the efficient scheduling of household appliances and optimizing patterns for BESS charging and discharging, as well as EV charging and discharging. Both individual and multiple Smart Home (SH) case studies showcase noteworthy reductions in electricity costs. In the case of multiple SHs, a remarkable cost reduction of 46.38% was achieved compared to a traditional SH scenario lacking integration of a PV, BESS, and EV.
引用
收藏
页数:19
相关论文
共 50 条
  • [21] Smart Energy Management in Distribution Networks with Increasing Number of Electric Vehicles
    Kriukov, Alexandru
    Gavrilas, Mihai
    2014 INTERNATIONAL CONFERENCE AND EXPOSITION ON ELECTRICAL AND POWER ENGINEERING (EPE), 2014, : 1039 - 1044
  • [22] An Optimal Regime of Energy Management for Smart Building Clusters With Electric Vehicles
    Shi, Mengge
    Wang, Han
    Lyu, Cheng
    Dong, Qianyu
    Li, Xun
    Jia, Youwei
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2024, 20 (05) : 7619 - 7629
  • [23] Smart home energy management with electric vehicles considering battery degradation
    Zhang, Qi
    Zhang, Shaohua
    ENERGY DEVELOPMENT, PTS 1-4, 2014, 860-863 : 1085 - 1091
  • [24] Energy Management For Electric Vehicles in Smart Cities: A Deep Learning Approach
    Laroui, Mohammed
    Dridi, Aicha
    Afifi, Hossam
    Moungla, Hassine
    Marot, Michel
    Cherif, Moussa Ali
    2019 15TH INTERNATIONAL WIRELESS COMMUNICATIONS & MOBILE COMPUTING CONFERENCE (IWCMC), 2019, : 2080 - 2085
  • [25] Smart Energy Interfaces for Electric Vehicles
    Monigatti, Paul
    Apperley, Mark
    Rogers, Bill
    PROCEEDINGS OF THE 2014 INTERNATIONAL WORKING CONFERENCE ON ADVANCED VISUAL INTERFACES, AVI 2014, 2014, : 413 - 416
  • [26] Management Scheme for Parallel Connected Hybrid Energy Storage in Electric Vehicles
    Lashway, Christopher R.
    Elsayed, Ahmed
    Mohammed, Osama
    2016 IEEE POWER AND ENERGY SOCIETY GENERAL MEETING (PESGM), 2016,
  • [27] Federated Reinforcement Learning for Energy Management of Multiple Smart Homes With Distributed Energy Resources
    Lee, Sangyoon
    Choi, Dae-Hyun
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2022, 18 (01) : 488 - 497
  • [28] Distributed Optimization Framework for Energy Management of Multiple Smart Homes With Distributed Energy Resources
    Joo, Il-Young
    Choi, Dae-Hyun
    IEEE ACCESS, 2017, 5 : 15551 - 15560
  • [29] Secure Communication Scheme for Electric Vehicles in the Smart Grid
    Bourass, Achraf
    Cherkaoui, Soumaya
    Khoukhi, Lyes
    GLOBECOM 2017 - 2017 IEEE GLOBAL COMMUNICATIONS CONFERENCE, 2017,
  • [30] Optimizing Energy Supply for Full Electric Vehicles in Smart Cities: A Comprehensive Mobility Network Model
    Fernandez, Victor
    Perez, Virgilio
    Roig, Rosa
    WORLD ELECTRIC VEHICLE JOURNAL, 2025, 16 (01):