Modeling Price Elasticity of Electricity Demand using AIDS

被引:0
|
作者
Yang, Wenxian [1 ]
Bao, Xiaoming [1 ]
Yu, Rongshan [1 ]
机构
[1] ASTAR, Inst Infocomm Res, Singapore, Singapore
关键词
AIDS; demand response; real-time pricing; price elasticity; multi-agent system; TIME-OF-USE; SYSTEMS;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we utilise demand theory to analyse electricity consumption behaviour of household customers in the scenario of smart grid, where loads of smart home appliances are scheduled with home management systems to maximise individual user's utility under Real-Time Price (RTP). An analytic model for the price responsive behaviours of electricity consumption is established using Almost Ideal Demand System (AIDS), from which both self-and cross-elasticities of electricity consumption can be estimated. The proposed model is evaluated using data populated from a Multi-Agent System (MAS) that simulates electricity consumption behaviours, and the results show the effectiveness of AIDS in modelling price responsive electricity consumption. The proposed model, together with MAS simulation, provides a useful framework for utility companies or policy makers to evaluate the effectiveness and benefits of RTP and demand response (DR) programs in particular during planning stage where real-life consumption data is unavailable.
引用
收藏
页数:5
相关论文
共 50 条
  • [21] AN ENGINEERING ECONOMIC-APPROACH TO ESTIMATING THE PRICE ELASTICITY OF RESIDENTIAL ELECTRICITY DEMAND
    KAHN, E
    SATHAYE, J
    ROBBINS, D
    ENERGY ECONOMICS, 1986, 8 (02) : 118 - 126
  • [22] The Price Elasticity of Electricity Demand in the United States: A Three-Dimensional Analysis
    Burke, Paul J.
    Abayasekara, Ashani
    ENERGY JOURNAL, 2018, 39 (02): : 123 - 145
  • [23] The evolution of price elasticity of electricity demand in South Africa: A Kalman filter application
    Inglesi-Lotz, R.
    ENERGY POLICY, 2011, 39 (06) : 3690 - 3696
  • [24] Estimating the Short-term Price Elasticity of Residential Electricity Demand in Iran
    Rouhani, Anise
    Mashhadi, Habib Rajabi
    Feizi, Mehdi
    INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, 2022, 2022
  • [25] Electricity Demand Elasticity in Italy
    Bigerna, Simona
    ATLANTIC ECONOMIC JOURNAL, 2012, 40 (04) : 439 - 440
  • [26] The Elasticity of the Residential Demand for Electricity
    Cutler, Howard A.
    JOURNAL OF LAND AND PUBLIC UTILITY ECONOMICS, 1941, 17 (02): : 242 - 245
  • [27] Using FRED data to teach price elasticity of demand
    Mendez-Carbajo, Diego
    Asarta, Carlos J.
    JOURNAL OF ECONOMIC EDUCATION, 2017, 48 (03): : 176 - 185
  • [28] Graphical Modeling for Analysis of Hourly Electricity Demand and Market Price
    Kaneko, Nanae
    Fujimoto, Yu
    Hayashi, Yasuhiro
    2020 17TH INTERNATIONAL CONFERENCE ON THE EUROPEAN ENERGY MARKET, EEM, 2020,
  • [29] On the Price Elasticity of Demand for Patents
    de Rassenfosse, Gaetan
    de la Potterie, Bruno van Pottelsberghe
    OXFORD BULLETIN OF ECONOMICS AND STATISTICS, 2012, 74 (01) : 58 - 77
  • [30] MEASUREMENT OF PRICE ELASTICITY OF DEMAND
    LOGAN, SH
    RAUSSER, GC
    OLIVEIRA, RA
    AMERICAN JOURNAL OF AGRICULTURAL ECONOMICS, 1971, 53 (01) : 112 - &