文章基本信息

标题：Forecasting Natural Gas: A Literature Survey
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作者：Jean Gaston Tamba ; Salomé Ndjakomo Essiane ; Emmanuel Flavian Sapnken 等
期刊名称：International Journal of Energy Economics and Policy
电子版ISSN：2146-4553
出版年度：2018
卷号：8
期号：3
页码：216-249
语种：English
出版社：EconJournals
摘要：This work presents a state-of-the-art survey of published papers that forecast natural gas production, consumption or demand, prices and income elasticity, market volatility and hike in prices. New models and techniques that have recently been applied in the field of natural gas forecasting have discussed with highlights on various methodologies, their specifics, data type, data size, data source, results and conclusions. Moreover, we undertook the difficult task of classifying existing models that have been applied in this field by giving their performance for instance. Our objective is to provide a synthesis of published papers in the field of natural gas forecasting, insights on modeling issues to achieve usable results, and the future research directions. This work will help future researchers in the area of forecasting no matter the methodological approach and nature of energy source used.
关键词：Forecasting natural gas; Existing forecasting models; Models categorization.