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Energy Sources, Part B: Economics, Planning, and Policy Volume 10, 2015 - Issue 2
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Original Articles

The Development and Validation of Regression Models to Predict Energy-related CO2 Emissions in Turkey

G. AydinDepartment of Mining Engineering, Karadeniz Technical University, Trabzon, TurkeyCorrespondence[email protected]
Pages 176-182 | Published online: 30 Sep 2014

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Abdel-rahem Hussien, Salah Kamel, Mohamed Ebeed & Juan Yu. (2021) A Developed Approach to Solve Economic and Emission Dispatch Problems Based on Moth-Flame Algorithm. Electric Power Components and Systems 49:1-2, pages 94-107.
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Yongyou Nie, Hao Tian, Peng Zhang, Enci Wang, Tsangyao Zhang & Qinxin Guo. (2020) A Study of the Stability of China’s Carbon Dioxide Emissions. Emerging Markets Finance and Trade 56:13, pages 3193-3204.
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Gokhan Aydin, Hyongdoo Jang & Erkan Topal. (2016) Energy consumption modeling using artificial neural networks: The case of the world’s highest consumers. Energy Sources, Part B: Economics, Planning, and Policy 11:3, pages 212-219.
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Yong Hu, Yongqi Wang, Jiayao Qian, Xuanbing Wang & Wenzhi Wang. (2023) The impact of internet development on China's energy intensity and its mechanism analysis. Environment, Development and Sustainability.
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Wen Lei, Shuhua Mao & Yonghong Zhang. (2023) Estimating China’s CO2 emissions under the influence of COVID-19 epidemic using a novel fractional multivariate nonlinear grey model. Environment, Development and Sustainability.
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E. Ali. (2023) Harris Hawks Approach for Distinct Economic Dispatch Problems. Yanbu Journal of Engineering and Science 20:1.
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Ani Shabri, Ruhaidah Samsudin & Essa Abdullah Hezzam. 2021. Innovative Systems for Intelligent Health Informatics. Innovative Systems for Intelligent Health Informatics 586 598 .
Junyu You, William Ampomah & Qian Sun. (2020) Co-optimizing water-alternating-carbon dioxide injection projects using a machine learning assisted computational framework. Applied Energy 279, pages 115695.
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Qiang Zhang & Wenying Chen. (2020) Modeling China’s interprovincial electricity transmission under low carbon transition. Applied Energy 279, pages 115571.
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Xiufeng Yue, J.P. Deane, Brian O'Gallachoir & Fionn Rogan. (2020) Identifying decarbonisation opportunities using marginal abatement cost curves and energy system scenario ensembles. Applied Energy 276, pages 115456.
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O.V. Singh & M. Singh. (2020) A Comparative Analysis on Economic Load Dispatch Problem Using Soft Computing Techniques. International Journal of Software Science and Computational Intelligence 12:2, pages 50-73.
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Utkucan Şahin. (2019) Forecasting of Turkey's greenhouse gas emissions using linear and nonlinear rolling metabolic grey model based on optimization. Journal of Cleaner Production 239, pages 118079.
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Utkucan Şahin. (2019) Forecasting of Turkey's electricity generation and CO 2 emissions in estimating capacity factor . Environmental Progress & Sustainable Energy 38:1, pages 56-65.
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Chun-Cheng Lin, Rou-Xuan He & Wan-Yu Liu. (2018) Considering Multiple Factors to Forecast CO2 Emissions: A Hybrid Multivariable Grey Forecasting and Genetic Programming Approach. Energies 11:12, pages 3432.
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Yebing Fang, Limao Wang, Zhoupeng Ren, Yan Yang, Chufu Mou & Qiushi Qu. (2017) Spatial Heterogeneity of Energy-Related CO2 Emission Growth Rates around the World and Their Determinants during 1990–2014. Energies 10:3, pages 367.
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A.Y. Abdelaziz, E.S. Ali & S.M. Abd Elazim. (2016) Combined economic and emission dispatch solution using Flower Pollination Algorithm. International Journal of Electrical Power & Energy Systems 80, pages 264-274.
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Xue-Ting Jiang, Jie-Fang Dong, Xing-Min Wang & Rong-Rong Li. (2016) The Multilevel Index Decomposition of Energy-Related Carbon Emission and Its Decoupling with Economic Growth in USA. Sustainability 8:9, pages 857.
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Jie-Fang Dong, Chun Deng, Xing-Min Wang & Xiao-Lei Zhang. (2016) Multilevel Index Decomposition of Energy-Related Carbon Emissions and Their Decoupling from Economic Growth in Northwest China. Energies 9:9, pages 680.
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A.Y. Abdelaziz, E.S. Ali & S.M. Abd Elazim. (2016) Flower pollination algorithm to solve combined economic and emission dispatch problems. Engineering Science and Technology, an International Journal 19:2, pages 980-990.
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Jie-fang Dong, Qiang Wang, Chun Deng, Xing-min Wang & Xiao-lei Zhang. (2016) How to Move China toward a Green-Energy Economy: From a Sector Perspective. Sustainability 8:4, pages 337.
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A.Y. Abdelaziz, E.S. Ali & S.M. Abd Elazim. (2016) Implementation of flower pollination algorithm for solving economic load dispatch and combined economic emission dispatch problems in power systems. Energy 101, pages 506-518.
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Seyyed Shahabeddin Azimi & Mohammad Hosain Namazi. (2015) Modeling of combustion of gas oil and natural gas in a furnace: Comparison of combustion characteristics. Energy 93, pages 458-465.
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Bin Xu & Boqiang Lin. (2015) Carbon dioxide emissions reduction in China's transport sector: A dynamic VAR (vector autoregression) approach. Energy 83, pages 486-495.
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