Forecasting and predictive analysis of source-wise power generation along with economic aspects for developed countries

Hasan, Shameem; Hossain, Ismum Ul; Hasan, Nayeem; Sakib, Ifte Bin; Hasan, Abir; Amin, Tahsin Ul

doi:10.1016/j.ecmx.2024.100558

Title: Forecasting and predictive analysis of source-wise power generation along with economic aspects for developed countries

Journal Article · 31 March 2024 · Energy Conversion and Management. X

DOI: https://doi.org/10.1016/j.ecmx.2024.100558 · OSTI ID:2335947

; Hossain, Ismum Ul;

; Sakib, Ifte Bin; Hasan, Abir; Amin, Tahsin Ul

Not Available

View Journal Article

Cite

Export

Save

Sponsoring Organization:: USDOE Advanced Research Projects Agency - Energy (ARPA-E)

OSTI ID:: 2335947

Journal Information:: Energy Conversion and Management. X, Journal Name: Energy Conversion and Management. X Journal Issue: C Vol. 22; ISSN 2590-1745

Publisher:: ElsevierCopyright Statement

Country of Publication:: United Kingdom

Language:: English

References (54)

Small Modular and Advanced Nuclear Reactors: A Reality Check Ramana, M. V. IEEE Access, Vol. 9 https://doi.org/10.1109/ACCESS.2021.3064948	journal	January 2021
Forecasting Traffic Congestion Using ARIMA Modeling Alghamdi, Taghreed; Elgazzar, Khalid; Bayoumi, Magdi 2019 15th International Wireless Communications & Mobile Computing Conference (IWCMC) https://doi.org/10.1109/IWCMC.2019.8766698	conference	June 2019
Storage cost induced by a large substitution of nuclear by intermittent renewable energies: The French case Percebois, Jacques; Pommeret, Stanislas Energy Policy, Vol. 135 https://doi.org/10.1016/j.enpol.2019.111067	journal	December 2019
An Overview of System Strength Challenges in Australia’s National Electricity Market Grid Yu, Li; Meng, Ke; Zhang, Wang Electronics, Vol. 11, Issue 2 https://doi.org/10.3390/electronics11020224	journal	January 2022
Review of coal and gas outburst in Australian underground coal mines Black, Dennis J. International Journal of Mining Science and Technology, Vol. 29, Issue 6 https://doi.org/10.1016/j.ijmst.2019.01.007	journal	December 2019
Coal phase out and renewable electricity expansion under Paris targets Pye, Steve; Butnar, Isabela; Mittal, Shivika Research Square https://doi.org/10.21203/rs.3.rs-380763/v1	preprint	April 2021
Real-time moisture ratio study of drying date fruit chips based on on-line image attributes using kNN and random forest regression methods Keramat-Jahromi, Mahdi; Mohtasebi, Seyed Saeid; Mousazadeh, Hossein Measurement, Vol. 172 https://doi.org/10.1016/j.measurement.2020.108899	journal	February 2021
The effect of wind and solar power generation on wholesale electricity prices in Australia Csereklyei, Zsuzsanna; Qu, Songze; Ancev, Tihomir Energy Policy, Vol. 131 https://doi.org/10.1016/j.enpol.2019.04.007	journal	August 2019
Techno-economic assessment of a utility-scale wind power plant in Ghana Odoi-Yorke, Flavio; Adu, Theophilus Frimpong; Ampimah, Benjamin Chris Energy Conversion and Management: X, Vol. 18 https://doi.org/10.1016/j.ecmx.2023.100375	journal	April 2023
A zero-carbon, reliable and affordable energy future in Australia Lu, Bin; Blakers, Andrew; Stocks, Matthew Energy, Vol. 220 https://doi.org/10.1016/j.energy.2020.119678	journal	April 2021
An investigation into UK government policy and legislation to renewable energy and greenhouse gas reduction commitments Raybould, Blaid; Cheung, Wai M.; Connor, Chris Clean Technologies and Environmental Policy, Vol. 22, Issue 2 https://doi.org/10.1007/s10098-019-01786-x	journal	December 2019
Production of hydrogen for export from wind and solar energy, natural gas, and coal in Australia Boretti, Alberto International Journal of Hydrogen Energy, Vol. 45, Issue 7 https://doi.org/10.1016/j.ijhydene.2019.12.080	journal	February 2020
Harvesting Roadway Solar Energy—Performance of the Installed Infrastructure Integrated PV Bike Path Shekhar, Aditya; Kumaravel, Vinod Kumar; Klerks, Stan IEEE Journal of Photovoltaics, Vol. 8, Issue 4 https://doi.org/10.1109/JPHOTOV.2018.2820998	journal	July 2018
Learning k for kNN Classification Zhang, Shichao; Li, Xuelong; Zong, Ming ACM Transactions on Intelligent Systems and Technology, Vol. 8, Issue 3 https://doi.org/10.1145/2990508	journal	January 2017
A critical review of comparative global historical energy consumption and future demand: The story told so far Ahmad, Tanveer; Zhang, Dongdong Energy Reports, Vol. 6 https://doi.org/10.1016/j.egyr.2020.07.020	journal	November 2020
Energy Transition in France Lebrouhi, Badr Eddine; Schall, Eric; Lamrani, Bilal Sustainability, Vol. 14, Issue 10 https://doi.org/10.3390/su14105818	journal	May 2022
Review of the United States energy system in transition Saundry, Peter D. Energy, Sustainability and Society, Vol. 9, Issue 1 https://doi.org/10.1186/s13705-018-0178-8	journal	January 2019
An Empirical Study of Environmental Data Prediction in the United States Energy-Water Nexus Jin, Ying; Yang, Emily J.; Fulton, Julian IEEE Access, Vol. 9 https://doi.org/10.1109/ACCESS.2021.3058887	journal	January 2021
Short-term energy scenario of district energy system using optimised renewable energy mix with and without energy storage Shirole, Ashutosh; Wagh, Mahesh; Kulkarni, Vivek Results in Engineering, Vol. 18 https://doi.org/10.1016/j.rineng.2023.101017	journal	June 2023
The role of natural gas in setting electricity prices in Europe Zakeri, Behnam; Staffell, Iain; Dodds, Paul E. Energy Reports, Vol. 10 https://doi.org/10.1016/j.egyr.2023.09.069	journal	November 2023
Energy Consumption in the French Residential Sector: How Much do Individual Preferences Matter? Bakaloglou, Salomé; Charlier, Dorothée The Energy Journal, Vol. 40, Issue 3 https://doi.org/10.5547/01956574.40.3.sbak	journal	May 2019
The sufficient level of growth in renewable energy generation for coal demand reduction Klinlampu, Chaiwat; Chimprang, Namchok; Sirisrisakulchai, Jirakom Energy Reports, Vol. 9 https://doi.org/10.1016/j.egyr.2023.05.203	journal	October 2023
Consensus-Based Public Acceptance and Mapping of Nuclear Energy Investments Using Spherical and Pythagorean Fuzzy Group Decision Making Approaches Xie, Yizhang; Peng, Yue; Yuksel, Serhat IEEE Access, Vol. 8 https://doi.org/10.1109/ACCESS.2020.3037344	journal	January 2020
The Private and External Costs of Germany's Nuclear Phase-Out Jarvis, Stephen; Deschenes, Olivier; Jha, Akshaya https://doi.org/10.3386/w26598	report	December 2019
A review on underground gas storage systems: Natural gas, hydrogen and carbon sequestration Al-Shafi, Manal; Massarweh, Osama; Abushaikha, Ahmad S. Energy Reports, Vol. 9 https://doi.org/10.1016/j.egyr.2023.05.236	journal	December 2023
Forecasting Natural Gas Production and Consumption in United States-Evidence from SARIMA and SARIMAX Models Manigandan, Palanisamy; Alam, MD Shabbir; Alharthi, Majed Energies, Vol. 14, Issue 19 https://doi.org/10.3390/en14196021	journal	September 2021
Overview of current and future energy storage technologies for electric power applications Hadjipaschalis, Ioannis; Poullikkas, Andreas; Efthimiou, Venizelos Renewable and Sustainable Energy Reviews, Vol. 13, Issue 6-7 https://doi.org/10.1016/j.rser.2008.09.028	journal	August 2009
Electricity Market Report https://doi.org/10.1787/f0aed4e6-en	report	December 2020
Global Electricity Interconnection With 100% Renewable Energy Generation Wu, Cong; Zhang, Xiao-Ping; Sterling, Michael J. H. IEEE Access, Vol. 9 https://doi.org/10.1109/ACCESS.2021.3104167	journal	January 2021
Reactive Power Management in Renewable Rich Power Grids: A Review of Grid-Codes, Renewable Generators, Support Devices, Control Strategies and Optimization Algorithms Sarkar, Mohammad Nazmul Islam; Meegahapola, Lasantha Gunaruwan; Datta, Manoj IEEE Access, Vol. 6 https://doi.org/10.1109/ACCESS.2018.2838563	journal	January 2018
A Survey of Deep Learning Techniques: Application in Wind and Solar Energy Resources Shamshirband, Shahab; Rabczuk, Timon; Chau, Kwok-Wing IEEE Access, Vol. 7 https://doi.org/10.1109/ACCESS.2019.2951750	journal	January 2019
Land use for United States power generation: A critical review of existing metrics with suggestions for going forward Wachs, Elizabeth; Engel, Bernard Renewable and Sustainable Energy Reviews, Vol. 143 https://doi.org/10.1016/j.rser.2021.110911	journal	June 2021
A decision tree method for building energy demand modeling Yu, Zhun; Haghighat, Fariborz; Fung, Benjamin C. M. Energy and Buildings, Vol. 42, Issue 10 https://doi.org/10.1016/j.enbuild.2010.04.006	journal	October 2010
Modeling and Forecasting Daily Hotel Demand: A Comparison Based on SARIMAX, Neural Networks, and GARCH Models Ampountolas, Apostolos Forecasting, Vol. 3, Issue 3 https://doi.org/10.3390/forecast3030037	journal	August 2021
Energy and performance analysis of solar solid desiccant cooling systems for energy efficient buildings in tropical regions Dezfouli, M. M. S.; Sopian, K.; Kadir, Kushsairy Energy Conversion and Management: X, Vol. 14 https://doi.org/10.1016/j.ecmx.2022.100186	journal	May 2022
The US oil supply revolution and the global economy Mohaddes, Kamiar; Raissi, Mehdi Empirical Economics, Vol. 57, Issue 5 https://doi.org/10.1007/s00181-018-1505-9	journal	July 2018
Comprehensive evaluation of the planned development of intermittent renewable sources within the EU Janota, Lukas; Surovezhko, Alena; Igissenov, Assylbek Energy Reports, Vol. 8 https://doi.org/10.1016/j.egyr.2022.01.093	journal	June 2022
Comparative Analysis between Solar and Wind Turbine Energy Sources in IoT Based on Economical and Efficiency Considerations Mohammed, Nada Qasim; Ahmed, Mohammed Swish; Mohammed, Mostafa Abdulghafoor 2019 22nd International Conference on Control Systems and Computer Science (CSCS) https://doi.org/10.1109/CSCS.2019.00082	conference	May 2019
Probabilistic forecasts of wind power generation in regions with complex topography using deep learning methods: An Arctic case Eikeland, Odin Foldvik; Hovem, Finn Dag; Olsen, Tom Eirik Energy Conversion and Management: X, Vol. 15 https://doi.org/10.1016/j.ecmx.2022.100239	journal	August 2022
Global Energy Review 2019: The latest trends in energy and emissions in 2019 https://doi.org/10.1787/90c8c125-en	book	June 2020
Deakin microgrid digital twin and analysis of AI models for power generation prediction Natgunanathan, Iynkaran; Mak-Hau, Vicky; Rajasegarar, Sutharshan Energy Conversion and Management: X, Vol. 18 https://doi.org/10.1016/j.ecmx.2023.100370	journal	April 2023
Quantification of renewable electricity generation in the Australian water industry Strazzabosco, A.; Kenway, S. J.; Lant, P. A. Journal of Cleaner Production, Vol. 254 https://doi.org/10.1016/j.jclepro.2020.120119	journal	May 2020
Forecasting of Wind Turbine Output Power Using Machine learning Rashid, Haroon; Haider, Waqar; Batunlu, Canras 2020 10th International Conference on Advanced Computer Information Technologies (ACIT) https://doi.org/10.1109/ACIT49673.2020.9208852	conference	September 2020
Energy resources and use: The present situation and possible paths to the future☆ Lior, N. Energy, Vol. 33, Issue 6 https://doi.org/10.1016/j.energy.2007.09.009	journal	June 2008
Covid-19 Confirmed-Cases Prediction in SAARC Countries through Machine Learning Saha, Adittya Soukarjya; Haque, Mahmudul; Alam, Md. Golam Rabiul 2021 Third International Conference on Inventive Research in Computing Applications (ICIRCA) https://doi.org/10.1109/ICIRCA51532.2021.9544964	conference	September 2021
Insights on the Degradation and Performance of 3000 Photovoltaic Installations of Various Technologies Across the United Kingdom Dhimish, Mahmoud; Schofield, Nigel; Attya, Ayman IEEE Transactions on Industrial Informatics, Vol. 17, Issue 9 https://doi.org/10.1109/TII.2020.3022762	journal	September 2021
Estimation of soil moisture using decision tree regression Pekel, Engin Theoretical and Applied Climatology, Vol. 139, Issue 3-4 https://doi.org/10.1007/s00704-019-03048-8	journal	November 2019
Very short-term forecasting of wind power generation using hybrid deep learning model Hossain, Md Alamgir; Chakrabortty, Ripon K.; Elsawah, Sondoss Journal of Cleaner Production, Vol. 296 https://doi.org/10.1016/j.jclepro.2021.126564	journal	May 2021
Comparing coal phase-out pathways: The United Kingdom’s and Germany’s diverging transitions Brauers, Hanna; Oei, Pao-Yu; Walk, Paula Environmental Innovation and Societal Transitions, Vol. 37 https://doi.org/10.1016/j.eist.2020.09.001	journal	December 2020
Developing More Efficient Wind Turbines: A Survey of Control Challenges and Opportunities Shourangiz-Haghighi, Alireza; Diazd, Matias; Zhang, Yichen IEEE Industrial Electronics Magazine, Vol. 14, Issue 4 https://doi.org/10.1109/MIE.2020.2990353	journal	December 2020
A hybrid prediction approach for enhancing heat transfer efficiency of coal-fired power plant boiler Shi, Yuanhao; Han, Tianxiang; Cui, Fangshu Energy Reports, Vol. 9 https://doi.org/10.1016/j.egyr.2023.04.337	journal	September 2023
A new Budyko framework extension using time series SARIMAX model Fathi, Mohamed M.; Awadallah, Ayman G.; Abdelbaki, Ahmed M. Journal of Hydrology, Vol. 570 https://doi.org/10.1016/j.jhydrol.2019.01.037	journal	March 2019
Energy Management System for Small Scale Hybrid Wind Solar Battery Based Microgrid Kumar, P. Satish; Chandrasena, R. P. S.; Ramu, V. IEEE Access, Vol. 8 https://doi.org/10.1109/ACCESS.2020.2964052	journal	January 2020
A Comprehensive Review on Renewable Energy Development, Challenges, and Policies of Leading Indian States With an International Perspective Elavarasan, Rajvikram Madurai; Shafiullah, G. M.; Padmanaban, Sanjeevikumar IEEE Access, Vol. 8 https://doi.org/10.1109/ACCESS.2020.2988011	journal	January 2020

Similar Records

A method for the selection of energy source for electric power generation in a developing country

Thesis/Dissertation · 1993 · OSTI ID:106804

Soerjodibroto, M

Social and economic aspects of the introduction of gasification technology in rural areas of developing countries (Tanzania)

Conference · 1980 · ACS Symp. Ser.; (United States) · OSTI ID:6720261

Groeneveld, M J; Westerterp, K R

Economic analysis of the need for advanced power sources. [Use of ALPS for forecasting optimum power growth patterns]

Conference · 1975 · OSTI ID:7353384

Hardie, R. W.; Omberg, R. P.

Title: Forecasting and predictive analysis of source-wise power generation along with economic aspects for developed countries

Citation Formats

References (54)

Similar Records

Related Subjects