Stochastic demand side management in smart grid system

被引：0
|
作者：
Kumar M. [1 ]
Samuel C. [1 ]
机构：
[1] Department of Mechanical Engineering, Indian Institute of Technology (BHU), Varanasi
来源：
International Journal of Networking and Virtual Organisations | 2019年 / 20卷 / 04期
关键词：
Demand side management; Goodness-of-fit test; Load demand; Probability distribution; Smart grid; Stochastic demand;
D O I：
10.1504/IJNVO.2019.100596
中图分类号：
学科分类号：
摘要：
Two-way communication of smart grid allows customer to see their energy consumption in demand side, and makes the energy supplier informed to manage economic dispatch based on load demand variability. Statistical analysis of demand-side management gives us the fitness of hourly load demand with proposed probability density functions. We proposed Lognormal, Gamma and Weibull probability density function for estimating the load demand variability at Banaras Hindu University (BHU) campus. We have collected the hourly load demand data of BHU campus for a year from the Electricity & Water Supply Service Center, BHU. The fitness of data with theoretical probability density function has been analysed with three goodness-of-fit tests named Kolmogorov-Smirnov, Anderson-Darling, and Cramer-von Mises tests. Modern R programming language software has been used for the computational work and graphical analysis. With this, we can manage optimal power flow between demand and supply to increase the system reliability. Copyright © 2019 Inderscience Enterprises Ltd.
引用
收藏
页码：319 / 339
页数：20
相关论文
共 50 条
  • [21] A comprehensive review of demand-side management in smart grid operation with electric vehicles
    Ghorpade, Satish Jagannath
    Sharma, Rajesh B.
    ELECTRICAL ENGINEERING, 2024, 106 (05) : 6495 - 6514
  • [22] The Evaluation of Demand Side Management Implementation in Smart Grid
    Zhou, Yimin
    2015 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND BIOMIMETICS (ROBIO), 2015, : 2551 - 2556
  • [23] Residential Demand Side Management in Smart Grid Paradigm
    Akram, Umer
    Khalid, Muhammad
    2018 IEEE PES ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), 2018,
  • [24] A novel pricing mechanism for demand side load management in smart grid
    Rasheed, Muhammad Babar
    Javaid, Nadeem
    Awais, Muhammad
    Akbar, Mariam
    Khan, Zahoor Ali
    2017 31ST IEEE INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS WORKSHOPS (IEEE WAINA 2017), 2017, : 283 - 290
  • [25] Demand side management programs in smart grid through cloud computing
    Nasab, Mostafa Azimi
    Hatami, Mohsen
    Zand, Mohammad
    Nasab, Morteza Azimi
    Padmanaban, Sanjeevikumar
    RENEWABLE ENERGY FOCUS, 2024, 51
  • [26] Optimizing Electricity Load and Cost for Demand Side Management in Smart Grid
    Afzaal, Ayesha
    Nazir, Mohsin
    MEHRAN UNIVERSITY RESEARCH JOURNAL OF ENGINEERING AND TECHNOLOGY, 2018, 37 (04) : 633 - 644
  • [27] A Two Stage Interactive Framework for Demand Side Management in Smart Grid
    Rawat, Tanuj
    Niazi, K. R.
    Gupta, Nikhil
    Sharma, Sachin
    2019 IEEE 16TH INDIA COUNCIL INTERNATIONAL CONFERENCE (IEEE INDICON 2019), 2019,
  • [28] Incentive Mechanism for Demand Side Management in Smart Grid Using Auction
    Ma, Jinghuan
    Deng, Jun
    Song, Lingyang
    Han, Zhu
    IEEE TRANSACTIONS ON SMART GRID, 2014, 5 (03) : 1379 - 1388
  • [29] Demand Side Management in Smart Grid Using Load Shifting Technique
    Balakumar, P.
    Sathiya, S.
    2017 IEEE INTERNATIONAL CONFERENCE ON ELECTRICAL, INSTRUMENTATION AND COMMUNICATION ENGINEERING (ICEICE), 2017,
  • [30] Demand-Side Management in Smart Grid Using Game Theory
    Salfati, Eran
    Rabinovici, Raul
    2014 IEEE 28TH CONVENTION OF ELECTRICAL & ELECTRONICS ENGINEERS IN ISRAEL (IEEEI), 2014,
12345