Optimization for Demand Side Management with PAR in Smart Building

被引:0
|
作者
Yin, Xiyang [1 ]
Ma, Tao [2 ]
Yin, Lei [3 ]
Tian, Feng [3 ]
Lyu, Bin [3 ]
机构
[1] State Grid Tianjin Elect Power Co, Informat & Commun Co, Tianjin 300010, Peoples R China
[2] Nari Grp Corp, Nanjing 211000, Jiangsu, Peoples R China
[3] Nanjing Univ Posts & Telecommun, Key Lab Broadband Wireless Commun & Sensor Networ, Minist Educ, Nanjing 210003, Peoples R China
基金
中国国家自然科学基金;
关键词
Smart building; Demand side management; Load scheduling; Fairness; NB-IoT;
D O I
暂无
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
Buildings can be viewed as small cities due to their size, users, and mixed complex activities. Similar to that in smart grid, Demand Side Management (DSM) in micro grid plays an important role in achieving effective and reliable energy management in buildings. In this paper, in order to reduce the Peak-to-Average Ratio of energy consumption and guarantee fairness between users, we investigate fair load scheduling for DSM based on Narrowband IoT (NB-IoT) technology in smart building. Firstly, the load scheduling model based on NB-IoT is constructed. Then, considering the constraints of energy consumption, energy storage and energy generation in buildings, a minimum-maximum fair energy load scheduling problem with PAR limit is formulated into Linear Programming (LP) and solved by commercial software CPLEX. Finally, simulation results validate our proposed optimization method to achieve fair load scheduling with DSM mechanism by comparing with the case without DSM mechanism in smart building.
引用
收藏
页码:948 / 952
页数:5
相关论文
共 50 条
  • [1] Progress on the demand side management in smart grid and optimization approaches
    Sarker, Eity
    Halder, Pobitra
    Seyedmahmoudian, Mehdi
    Jamei, Elmira
    Horan, Ben
    Mekhilef, Saad
    Stojcevski, Alex
    [J]. INTERNATIONAL JOURNAL OF ENERGY RESEARCH, 2021, 45 (01) : 36 - 64
  • [2] Demand Side Management in Smart Grid Using Heuristic Optimization
    Logenthiran, Thillainathan
    Srinivasan, Dipti
    Shun, Tan Zong
    [J]. IEEE TRANSACTIONS ON SMART GRID, 2012, 3 (03) : 1244 - 1252
  • [3] Multiobjective Optimization for Demand Side Management Program in Smart Grid
    Li, Dan
    Chiu, Wei-Yu
    Sun, Hongjian
    Poor, H. Vincent
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2018, 14 (04) : 1482 - 1490
  • [4] Particle Swarm Optimization for Demand Side Management in Smart Grid
    Logenthiran, T.
    Srinivasan, D.
    Phyu, Ei
    [J]. 2015 IEEE INNOVATIVE SMART GRID TECHNOLOGIES - ASIA (ISGT ASIA), 2015,
  • [5] Demand side management strategy for smart building using multi-objective hybrid optimization technique
    El-Afifi, Magda I.
    Sedhom, Bishoy E.
    Eladl, Abdelfattah A.
    Elgamal, Mohamed
    Siano, Pierluigi
    [J]. RESULTS IN ENGINEERING, 2024, 22
  • [6] A Decentralized Optimization Algorithm for Residential Demand Side Management in Smart Grids
    Azzam, Sarah M.
    Salah, Muhamed
    Elshabrawy, Tallal
    Ashour, Mohamed
    [J]. 2019 SIXTH INTERNATIONAL CONFERENCE ON INTERNET OF THINGS: SYSTEMS, MANAGEMENT AND SECURITY (IOTSMS), 2019, : 307 - 313
  • [7] Energy Optimization Techniques for Demand-Side Management in Smart Homes
    Aimal, Syeda
    Parveez, Komal
    Saba, Arje
    Batool, Sadia
    Arshad, Hafsa
    Javaid, Nadeem
    [J]. ADVANCES IN INTELLIGENT NETWORKING AND COLLABORATIVE SYSTEMS, INCOS-2017, 2018, 8 : 515 - 524
  • [8] Smart Metering for Demand Side Management
    Di Leo, Giuseppe
    Landi, Marco
    Paciello, Vincenzo
    Pietrosanto, Antonio
    [J]. 2012 IEEE INTERNATIONAL INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE (I2MTC), 2012, : 1798 - 1803
  • [9] Demand Side Management in Smart Grid
    Ganesh, M.
    Patnaik, R. K.
    [J]. INNOVATION IN ELECTRICAL POWER ENGINEERING, COMMUNICATION, AND COMPUTING TECHNOLOGY, IEPCCT 2019, 2020, 630 : 29 - 43
  • [10] OPtimization of Home Energy Management System in Smart Grid for Effective Demand Side Management
    Anzar, Mahmood
    Iqra, Rafiq
    Kousar, Anila
    Ejaz, Shafaq
    Alvarez-Alvarado, Manuel S.
    Zafar, A. Khan
    [J]. PROCEEDINGS OF 2017 INTERNATIONAL RENEWABLE & SUSTAINABLE ENERGY CONFERENCE (IRSEC' 17), 2017, : 712 - 717