HOME ENERGY MANAGEMENT SYSTEM (HEMS): COUPLED FLEXIBLE LOAD MANAGEMENT IN HOMES

被引:0
|
作者
Jiang, Yilin [1 ]
Song, Li [1 ]
Allen, Janet K. [2 ]
Mistree, Farrokh [2 ]
机构
[1] Univ Oklahoma, Bldg Energy Efficiency Lab OU, Norman, OK 73019 USA
[2] Univ Oklahoma, Syst Realizat Lab OU, Norman, OK 73019 USA
关键词
Multi-goal; Load Shifting; Water Heater; TIME-OF-USE; OPTIMIZATION; THERMOSTAT; FRAMEWORK;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Electricity suppliers have introduced time-of-use (TOU) metering and pricing in residential buildings in recent years. By increasing the price of electricity during on-peak hours (e.g., 2 pm to 7 pm in summer months), suppliers expect to regulate the energy usage from homeowners when the grid is near capacity. Therefore, homeowners are motivated to shift the load by moving their home electricity use from on-peak hours to off-peak hours for utility cost savings. However, peak load management is another factor that needs to be considered, since a higher peak load might cause other penalties, such as making suppliers change their current tariff policy in the next paying period since the grid needs to fulfill a higher demand. In this paper we explore the Home Energy Management System (HEMS) Strategy for homeowners who are considering saving money by reducing/avoiding the on-peak hour electricity usage while reducing peak load. A multi-goal scheduling problem is solved by constructing a coupled compromise decision support problem in which a water heater is coupled with flexible, non-thermal appliances such as a washing machine. To address these multiple goals, we use Decision Support Problem (DSP) construct. A use case simulation shows that our scheduler can make a reasonable tradeoff between two conflicting goals, helping the homeowner save money while maintaining low peak demand.
引用
收藏
页数:11
相关论文
共 50 条
  • [1] Home Energy Management System (HEMS) for Fair Power Distribution
    Abouelela, M. A.
    Abouelela, M. M.
    ADVANCED SCIENCE LETTERS, 2016, 22 (10) : 2638 - 2641
  • [2] Wireless Communication Role in Home Energy Management System (HEMS)
    Abouelela, M. A.
    Abouelela, M. M.
    2015 23RD TELECOMMUNICATIONS FORUM TELFOR (TELFOR), 2015, : 204 - 207
  • [3] Home energy management system (HEMS): concept, architecture, infrastructure, challenges and energy management schemes
    Bandana Mahapatra
    Anand Nayyar
    Energy Systems, 2022, 13 : 643 - 669
  • [4] Home energy management system (HEMS): concept, architecture, infrastructure, challenges and energy management schemes
    Mahapatra, Bandana
    Nayyar, Anand
    ENERGY SYSTEMS-OPTIMIZATION MODELING SIMULATION AND ECONOMIC ASPECTS, 2022, 13 (03): : 643 - 669
  • [5] A Home Energy Management System for Energy-Efficient Smart Homes
    Lee, Hyunjeong
    Park, Wan-Ki
    Lee, Il-Woo
    2014 INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND COMPUTATIONAL INTELLIGENCE (CSCI), VOL 2, 2014, : 142 - 145
  • [6] Privacy Design Strategies for Home Energy Management Systems (HEMS)
    Ramokapane, Kopo M.
    Bird, Caroline
    Rashid, Awais
    Chitchyan, Ruzanna
    PROCEEDINGS OF THE 2022 CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYSTEMS (CHI' 22), 2022,
  • [7] Developing a New Flexibility-Based Algorithm for Home Energy Management System (HEMS)
    Ostovar, Sara
    Moeini-Aghtaie, Moein
    Hadi, Mohammad Behzad
    2020 10TH SMART GRID CONFERENCE (SGC), 2020,
  • [8] RL-HEMS: Reinforcement Learning Based Home Energy Management System for HVAC Energy Optimization
    Kotevska, Olivera
    Kurte, Kuldeep
    Munk, Jeffrey
    Johnston, Travis
    McKee, Evan
    Perumalla, Kalyan
    Zandi, Helia
    ASHRAE TRANSACTIONS 2020, VOL 126, PT 1, 2020, 126 : 421 - 429
  • [9] Implementation of a novel home energy management system (HEMS) architecture with solar photovoltaic system as supplementary source
    Shakeri, Mohammad
    Shayestegan, Mohsen
    Reza, S. M. Salim
    Yahya, Iskandar
    Bais, Badariah
    Akhtaruzzaman, Md
    Sopian, Kamaruzzaman
    Amin, Nowshad
    RENEWABLE ENERGY, 2018, 125 : 108 - 120
  • [10] An Intelligent Load Management System With Renewable Energy Integration for Smart Homes
    Javaid, Nadeem
    Ullah, Ihsan
    Akbar, Mariam
    Iqbal, Zafar
    Khan, Farman Ali
    Alrajeh, Nabil
    Alabed, Mohamad Souheil
    IEEE ACCESS, 2017, 5 : 13587 - 13600