Adaptation of selected aspects of deterministic chaos for long-term forecasts of peak power demand for Poland

被引:1
|
作者
Poplawski, Tomasz [1 ]
Calus, Dariusz [1 ]
机构
[1] Politech Czestochowska, Wydzial Elekt, Inst Elektroenergetyki, Al Armii Krajowej 17, PL-42200 Czestochowa, Poland
来源
PRZEGLAD ELEKTROTECHNICZNY | 2018年 / 94卷 / 12期
关键词
electrical power engineering; peak power demand; long-term forecast; deterministic chaos theory;
D O I
10.15199/48.2018.12.18
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
The paper presents an innovative technique of constructing long-term forecasts of peak power demand and gross electrical energy demand for an entire country on the example of Poland. The method is based on the Canonical Distribution of the Vector of Random Variables Model (CDVRM). The study also focuses on the problem of choosing the optimum explanatory variables scenarios for forecasting models. The concept of using elements of the deterministic chaos theory based on Pregogine's logistic equation has also been described. The ideas discussed have been verified in the process of making long-term forecasts for Poland up to the year 2040.
引用
收藏
页码:79 / 85
页数:7
相关论文
共 50 条
  • [31] Socioeconomic aspects of long-term unemployment in the context of the ageing population of Europe: the case of Poland
    Grzenda, Wioletta
    ECONOMIC RESEARCH-EKONOMSKA ISTRAZIVANJA, 2019, 32 (01): : 1561 - 1582
  • [32] Long-term peak electricity demand forecasting in South Africa: A quantile regression averaging approach
    Maswanganyi, Norman
    Ranganai, Edmore
    Sigauke, Caston
    AIMS ENERGY, 2019, 7 (06) : 857 - 882
  • [33] Long-term forecasting of annual peak load considering effects of demand-side programs
    Rajakovic, Nikola Lj.
    Shiljkut, Vladimir M.
    JOURNAL OF MODERN POWER SYSTEMS AND CLEAN ENERGY, 2018, 6 (01) : 145 - 157
  • [34] Long-term forecasting of annual peak load considering effects of demand-side programs
    Nikola Lj.RAJAKOVIC
    Vladimir M.SHILJKUT
    Journal of Modern Power Systems and Clean Energy, 2018, 6 (01) : 145 - 157
  • [35] OPTIMAL OPERATION OF A HYDROELECTRIC POWER SYSTEM - LONG-TERM AND SHORT-TERM ASPECTS
    GARCIA, JM
    TURGEON, A
    RAIRO-AUTOMATIQUE-SYSTEMS ANALYSIS AND CONTROL, 1981, 15 (03): : 243 - 262
  • [36] The Impact of Selected Parameters on Visibility: First Results from a Long-Term Campaign in Warsaw, Poland
    Majewski, Grzegorz
    Rogula-Kozlowska, Wioletta
    Czechowski, Piotr O.
    Badyda, Artur
    Brandyk, Andrzej
    ATMOSPHERE, 2015, 6 (08) : 1154 - 1174
  • [37] The Impact of Long-Term Demand Response on Investment Planning of Renewable Power Systems
    van Stiphout, Arne
    Deconinck, Geert
    2016 13TH INTERNATIONAL CONFERENCE ON THE EUROPEAN ENERGY MARKET (EEM), 2016,
  • [38] Prediction of the long-term electric power demand under the influence of A/C systems
    Alsayegh, O.
    Almatar, O.
    Fairouz, F.
    Ali, A. Al-Mulla
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART A-JOURNAL OF POWER AND ENERGY, 2007, 221 (A1) : 67 - 75
  • [39] Long-term electricity demand scenarios for Malawi?s electric power system
    Chaima, Evance
    Lian, Jijian
    Ma, Chao
    Kaunda, Suzgo
    Kavwenje, Sheila
    Nkhata, Mwabuke
    Phiri, Stanley
    Kumambala, Patsani
    ENERGY FOR SUSTAINABLE DEVELOPMENT, 2023, 73 : 23 - 38
  • [40] Neurophysiological aspects of the long-term adaptation to cold in mammals: The role of central and peripheral thermoreceptors
    Kozyreva, TV
    JOURNAL OF THERMAL BIOLOGY, 2006, 31 (1-2) : 105 - 114