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Analysis and forecasting of nonresidential electricity consumption in Romania

机译:罗马尼亚非居民用电量的分析和预测

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摘要

Electricity consumption forecast has fundamental importance in the energy planning of a country. In this paper, we present an analysis and two forecast models for nonresidential electricity consumption in Romania. A first part of the paper is dedicated to the estimation of GDP and price elasticities of consumption. Nonresidential short run GDP and price elasticities are found to be approximately 0.136 and -0.0752, respectively, whereas long run GDP and price elasticities are equal to 0.496 and -0.274 respectively.rnThe second part of the study is dedicated to the forecasting of nonresidential electricity consumption up to year 2020. A Holt-Winters exponential smoothing method and a trigonometric grey model with rolling mechanism (TGMRM) are employed for the consumption prediction. The two models lead to similar results, with an average deviation less than 5%. This deviation is to be considered acceptable in relation to the time horizon considered in the present study.
机译:用电量预测在一个国家的能源规划中具有根本的重要性。在本文中,我们介绍了罗马尼亚的非居民用电量的分析和两种预测模型。本文的第一部分致力于估计GDP和消费价格弹性。非居民短期GDP和价格弹性分别约为0.136和-0.0752,而长期GDP和价格弹性分别等于0.496和-0.274。rn研究的第二部分致力于预测非居民用电量直至2020年。用Holt-Winters指数平滑法和带滚动机制的三角灰色模型(TGMRM)进行了能耗预测。两种模型得出的结果相似,平均偏差小于5%。相对于本研究中考虑的时间范围,该偏差被认为是可以接受的。

著录项

  • 来源
    《Applied Energy》 |2010年第11期|P.3584-3590|共7页
  • 作者单位

    Dipartimento di Ingegneria Aerospaziale e Meccanica, Seconda Universitd degli Studi di Napoli, Via Roma 29, 81031 Aversa (CE), Italy;

    rnDipartimento di Ingegneria Aerospaziale e Meccanica, Seconda Universitd degli Studi di Napoli, Via Roma 29, 81031 Aversa (CE), Italy;

    rnDipartimento di Ingegneria Aerospaziale e Meccanica, Seconda Universitd degli Studi di Napoli, Via Roma 29, 81031 Aversa (CE), Italy;

    Faculty of Materials Science and Engineering, Technical University Gh. Asachi from Iasi, Bd. D. Mangeron, No. 59, Iasi. Romania;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    electricity consumption; forecasting; elasticity; grey model; romania;

    机译:用电量;预测;弹性;灰色模型罗马尼亚;

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