Optimal power management framework for smart homes using electric vehicles and energy storage

被引:31
|
作者
Rehman, Ubaid Ur [1 ]
Yaqoob, Kamran [2 ]
Khan, Muhammad Adil [3 ]
机构
[1] Univ Lahore, Dept Elect & Elect Syst, Lahore, Pakistan
[2] Virtual Univ, Dept Comp Sci, Lahore, Pakistan
[3] Air Univ, Dept Elect Engn, Islamabad, Pakistan
关键词
Smart homes; Intelligent power management; Mixed integer linear programming; Smart cities; DEMAND; MODEL; SYSTEMS;
D O I
10.1016/j.ijepes.2021.107358
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Residential Buildings are considered as the most important and eventual beneficial part of the future smart energy system. Therefore, development of an efficient home power management framework (HPMF) to intelligently manage the prosumers power procurement is necessary. This system will be used to optimally govern the use of home appliances, it will also manage the power generated by renewables (PGR), as well as this system will also optimization the charging/discharging of the energy storage units (ESU) and electric vehicles (EVs). In this paper, we have proposed a holistic method to optimize the use of different home appliances according to the pmsumers preferences and defined schedule. Moreover, a separate system for controlling the charging/discharging of ESU and EVs has been designed which considers their capital costs while integrating them with the HPMF to enable flexibility in the use of stored power which enhances the desired economic outcomes besides it also increases the ESU life. Using Mixed integral linear programming' (MILP') and the proposed power management framework it is possible to intelligently optimize the energy procurement of a smart home, which not only guarantee the minimal energy procurement cost as well as it increases consumer comfort. A comprehensive performance analysis of the proposed model has been carried out to prove its robustness and effectiveness.
引用
收藏
页数:13
相关论文
共 50 条
  • [1] Energy Management of Smart Homes with Electric Vehicles Using Deep Reinforcement Learning
    Weiss, Xavier
    Xu, Qianwen
    Nordstrom, Lars
    [J]. 2022 24TH EUROPEAN CONFERENCE ON POWER ELECTRONICS AND APPLICATIONS (EPE'22 ECCE EUROPE), 2022,
  • [2] Optimal Model for Energy Management Strategy in Smart Building with Energy Storage Systems and Electric Vehicles
    David Moya, Francisco
    Luis Torres-Moreno, Jose
    Domingo Alvarez, Jose
    [J]. ENERGIES, 2020, 13 (14)
  • [3] Optimal Energy Management and Storage Sizing for Electric Vehicles With Dual Storage
    Deshpande, Alok
    Taylor, Josh A.
    [J]. IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2023, 31 (02) : 872 - 880
  • [4] Energy Management Scheme for Optimizing Multiple Smart Homes Equipped with Electric Vehicles
    Prum, Puthisovathat
    Charoen, Prasertsak
    Khan, Mohammed Ali
    Bayati, Navid
    Charoenlarpnopparut, Chalie
    [J]. ENERGIES, 2024, 17 (01)
  • [5] Analysis of Optimal Energy Management in Smart Homes Using MPC
    Sundstrom, Christofer
    Jung, Daniel
    Blom, Anders
    [J]. 2016 EUROPEAN CONTROL CONFERENCE (ECC), 2016, : 2066 - 2071
  • [6] 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
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2024, 20 (05) : 7619 - 7629
  • [7] Power Management for Hybrid Energy Storage System in Electric Vehicles
    Usmani, Mohammad Jasim
    Haque, Ahteshamul
    Bharath, V. S. Kurukuru
    [J]. 2019 INTERNATIONAL CONFERENCE ON POWER ELECTRONICS, CONTROL AND AUTOMATION (ICPECA-2019), 2019, : 521 - 526
  • [8] Optimal Energy Management Integrating Renewable Energy, Energy Storage Systems and Electric Vehicles
    Fanti, Maria Pia
    Mangini, Agostino Marcello
    Roccotelli, Michele
    Ukovich, Walter
    [J]. PROCEEDINGS OF THE 2017 IEEE 14TH INTERNATIONAL CONFERENCE ON NETWORKING, SENSING AND CONTROL (ICNSC 2017), 2017, : 519 - 524
  • [9] An automated energy management framework for smart homes
    Kanso, Houssam
    Noureddine, Adel
    Exposito, Ernesto
    [J]. JOURNAL OF AMBIENT INTELLIGENCE AND SMART ENVIRONMENTS, 2023, 16 (01) : 23 - 42
  • [10] Optimal design and energy management of residential prosumer community with photovoltaic power generation and storage for electric vehicles
    Yang, Yuwei
    Lu, Changming
    Liu, Hao
    Wang, Nan
    Chen, Lian
    Wang, Chenchen
    Jiang, Xudong
    Ye, Cheng
    [J]. SUSTAINABLE PRODUCTION AND CONSUMPTION, 2022, 33 : 244 - 255