Forecasting monthly residential natural gas demand in two cities of Turkey using just-in-time-learning modeling

Open Access

Peer-reviewed

Research Article

About the Authors

Burak Alakent

Roles Conceptualization, Data curation, Formal analysis, Methodology, Visualization, Writing – original draft

Affiliation Department of Chemical Engineering, Bogazici University, Istanbul, Turkey

Erkan Isikli

Roles Conceptualization, Data curation, Formal analysis, Methodology, Visualization, Writing – original draft, Writing – review & editing

Affiliation Department of Industrial Engineering, Faculty of Management, Istanbul Technical University, Istanbul, Turkey

Cigdem Kadaifci

Roles Conceptualization, Data curation, Methodology, Visualization, Writing – original draft

Affiliation Department of Industrial Engineering, Faculty of Management, Istanbul Technical University, Istanbul, Turkey

Tonguc S. Taspinar

Roles Project administration, Resources, Supervision

Affiliation SOCAR Türkiye, Vadistanbul Bulvar, Ayazağa Mahallesi, Azerbaycan Caddesi, Istanbul, Turkey

The authors have declared that no competing interests exist.

Forecasting
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Cities
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Turkey (country)
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Kernel functions
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Natural gas
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Artificial neural networks
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Machine learning
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Linear regression analysis
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