Academic literature on the topic 'Electricity load forecasting'
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Journal articles on the topic "Electricity load forecasting"
Nor, Maria Elena Binti, Mohd Saifullah Rusiman, Suliadi Firdaus Sufahani, Mohd Asrul Affendi Abdullah, Sathwinee A/P Bataraja, and Sabariah Saharan. "Deseasonalisation in Electricity Load Forecasting." International Journal of Engineering & Technology 7, no. 4.30 (2018): 448. http://dx.doi.org/10.14419/ijet.v7i4.30.22364.
Full textLiu, Yali, Tingting Chai, Zhaoxin Zhang, and Gang Long. "Towards Electricity Price and Electric Load Forecasting Using Multi-task Deep Learning." Journal of Physics: Conference Series 2171, no. 1 (2022): 012048. http://dx.doi.org/10.1088/1742-6596/2171/1/012048.
Full textLi, Jie, Yiming Wu, Yong He, and Hang Wei. "Construction of short-term electricity demand streaming forecasting model in demand-side dynamic response." Journal of Physics: Conference Series 2728, no. 1 (2024): 012076. http://dx.doi.org/10.1088/1742-6596/2728/1/012076.
Full textRizaldi, Amri M., Ahmad Ridwan, Yuan Anisa, et al. "Short-Term Forecasting of Electricity Consumption Using Fuzzy Logic." Journal of Renewable Energy, Electrical, and Computer Engineering 3, no. 2 (2023): 44. http://dx.doi.org/10.29103/jreece.v3i2.11281.
Full textSičaja, Ivona, Ante Previšić, Matija Zečević, and Domagoj Budiša. "Evaluation of load forecast model performance in Croatian DSO." Journal of Energy - Energija 67, no. 2 (2022): 54–62. http://dx.doi.org/10.37798/201867280.
Full textSusatyo Handoko and Karnoto Karnoto. "Daily Peak Load Forecasting At PT. PLN Uses Anfis(Adaptive Neuro-Fuzzy Inference System)." Journal of Scientific Interdisciplinary 2, no. 3 (2025): 1–8. https://doi.org/10.62504/jis1250.
Full textAnju, S. Jyothis Joseph &. Ojus Thomas Lee. "ELECTRICITY LOAD FORECASTING USING STATISTICAL METHODS - A STUDY." INTERNATIONAL JOURNAL OF ENGINEERING SCIENCES & RESEARCH TECHNOLOGY AICT 2019 (April 4, 2019): 18–28. https://doi.org/10.5281/zenodo.2629233.
Full textTang, Ruoli, Siwen Ning, Zongyang Ren, Xin Li, and Yan Zhang. "Novel Load Forecasting and Optimal Dispatching Methods Considering Demand Response for Integrated Port Energy System." Journal of Marine Science and Engineering 13, no. 3 (2025): 421. https://doi.org/10.3390/jmse13030421.
Full textKhan, Salahuddin. "Short-Term Electricity Load Forecasting Using a New Intelligence-Based Application." Sustainability 15, no. 16 (2023): 12311. http://dx.doi.org/10.3390/su151612311.
Full textMadhiarasan, Manogaran, and Mohamed Louzazni. "Different Forecasting Horizons Based Performance Analysis of Electricity Load Forecasting Using Multilayer Perceptron Neural Network." Forecasting 3, no. 4 (2021): 804–38. http://dx.doi.org/10.3390/forecast3040049.
Full textDissertations / Theses on the topic "Electricity load forecasting"
SOBRAL, ANA PAULA BARBOSA. "FORECASTING HOURLY ELECTRICITY LOAD FOR LIGHT." PONTIFÍCIA UNIVERSIDADE CATÓLICA DO RIO DE JANEIRO, 1999. http://www.maxwell.vrac.puc-rio.br/Busca_etds.php?strSecao=resultado&nrSeq=7464@1.
Full textAlam, Samiul. "Recurrent neural networks in electricity load forecasting." Thesis, KTH, Skolan för elektroteknik och datavetenskap (EECS), 2018. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-233254.
Full textKardehi, Moghaddam Mehdi. "Introducing system-based spatial electricity load forecasting." Thesis, Kardehi Moghaddam, Mehdi (2016) Introducing system-based spatial electricity load forecasting. PhD thesis, Murdoch University, 2016. https://researchrepository.murdoch.edu.au/id/eprint/33975/.
Full textShepero, Mahmoud. "Modeling and forecasting the load in the future electricity grid : Spatial electric vehicle load modeling and residential load forecasting." Licentiate thesis, Uppsala universitet, Fasta tillståndets fysik, 2018. http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-359432.
Full textZhao, Lu. "Machine Learning in Electricity Load Forecasting of Prosumer Buildings." Thesis, KTH, Skolan för elektroteknik och datavetenskap (EECS), 2021. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-298022.
Full textSILVA, HELIO FRANCISCO DA. "ON ADDRESSING IRREGULARITIES IN ELECTRICITY LOAD TIME-SERIES AND SHORT TERM LOAD FORECASTING." PONTIFÍCIA UNIVERSIDADE CATÓLICA DO RIO DE JANEIRO, 2001. http://www.maxwell.vrac.puc-rio.br/Busca_etds.php?strSecao=resultado&nrSeq=1737@1.
Full textBerk, Kevin [Verfasser]. "Probabilistic Forecasting of Electricity Load for Industrial Enterprises / Kevin Berk." München : Verlag Dr. Hut, 2017. http://d-nb.info/1135594392/34.
Full textAl-Aoudah, Ahmed A. "Long term load forecasting for the Central Region of Saudi Arabia." Thesis, Cranfield University, 2002. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.250633.
Full textFARIAS, DOUGLAS ALEXANDER ALVES DE. "DAILY ELECTRICITY FORECASTING IN LOAD LEVELS, COMBINING STATISTICAL AND COMPUTATIONAL INTELLIGENCE TOOLS." PONTIFÍCIA UNIVERSIDADE CATÓLICA DO RIO DE JANEIRO, 2008. http://www.maxwell.vrac.puc-rio.br/Busca_etds.php?strSecao=resultado&nrSeq=13211@1.
Full textOscar, Nordström. "Multivariate Short-term Electricity Load Forecasting with Deep Learning and exogenous covariates." Thesis, Umeå universitet, Institutionen för tillämpad fysik och elektronik, 2021. http://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-183982.
Full textBooks on the topic "Electricity load forecasting"
Institute, Edison Electric, ed. A Guide to electricity forecasting methodology. Edison Electric Institute, 1986.
Find full textAntoniadis, Anestis, Jairo Cugliari, Matteo Fasiolo, Yannig Goude, and Jean-Michel Poggi. Statistical Learning Tools for Electricity Load Forecasting. Springer International Publishing, 2024. http://dx.doi.org/10.1007/978-3-031-60339-6.
Full textInc, Regional Economic Research, Barakat & Chamberlin., and Electric Power Research Institute, eds. Drivers of electricity growth and the role of utility demand-side management. Electric Power Research Institute, 1993.
Find full textPillon, Jeffrey R. The Michigan Public Service Commission staff forecast for Consumers Power Company's electricity sales and peak load, 1993 to 2007. Forecasting Section, Strategic Planning Division, Public Service Commission, Michigan Dept. of Commerce, 1993.
Find full textR, Pillon Jeffrey, Michigan Public Service Commission, and Michigan. Public Service Commission. Office of Planning, Policy, and Evaluation. Forecasting Section., eds. The Michigan Public Service Commission staff forecast for Consumers Power Company's electricity sales and peak load, 1990 to 2005. The Commission, 1991.
Find full textPillon, Jeffrey R. The Michigan Public Service Commission staff forecast for the Detroit Edison Company's electricity sales and peak load, 1991 to 2006. Forecasting Section, Strategic Planning Division, Public Service Commission, Michigan Dept of Commerce, 1993.
Find full textWeron, Rafał. Modeling and Forecasting Electricity Loads and Prices. John Wiley & Sons Ltd, 2006. http://dx.doi.org/10.1002/9781118673362.
Full textJamasb, Tooraj. The future of electricity demand: Customers, citizens, and loads. Cambridge University Press, 2011.
Find full textG, Pollitt Michael, ed. The future of electricity demand: Customers, citizens, and loads. Cambridge University Press, 2011.
Find full textCugliari, Jairo, Matteo Fasiolo, and Yannig Goude. Statistical Learning Tools for Electricity Load Forecasting. Springer International Publishing AG, 2024.
Find full textBook chapters on the topic "Electricity load forecasting"
Jacob, Maria, Cláudia Neves, and Danica Vukadinović Greetham. "Short Term Load Forecasting." In Forecasting and Assessing Risk of Individual Electricity Peaks. Springer International Publishing, 2019. http://dx.doi.org/10.1007/978-3-030-28669-9_2.
Full textHyde, O., and P. F. Hodnett. "An Electricity Load Forecasting System." In Proceedings of the Fifth European Conference on Mathematics in Industry. Vieweg+Teubner Verlag, 1991. http://dx.doi.org/10.1007/978-3-663-01312-9_12.
Full textHimych, Omar, Amaury Durand, and Yannig Goude. "Adaptive Forecasting of Extreme Electricity Load." In Lecture Notes in Computer Science. Springer Nature Switzerland, 2024. http://dx.doi.org/10.1007/978-3-031-62700-2_19.
Full textHaben, Stephen, Marcus Voss, and William Holderbaum. "Primer on Distribution Electricity Networks." In Core Concepts and Methods in Load Forecasting. Springer International Publishing, 2023. http://dx.doi.org/10.1007/978-3-031-27852-5_2.
Full textBerk, Kevin. "A one factor model for medium-term load forecasting." In Modeling and Forecasting Electricity Demand. Springer Fachmedien Wiesbaden, 2015. http://dx.doi.org/10.1007/978-3-658-08669-5_4.
Full textKoprinska, Irena, Mashud Rana, and Vassilios G. Agelidis. "Electricity Load Forecasting: A Weekday-Based Approach." In Artificial Neural Networks and Machine Learning – ICANN 2012. Springer Berlin Heidelberg, 2012. http://dx.doi.org/10.1007/978-3-642-33266-1_5.
Full textHyde, O., and P. F. Hodnett. "Implementation of an Electricity Load Forecasting System." In European Consortium for Mathematics in Industry. Vieweg+Teubner Verlag, 1992. http://dx.doi.org/10.1007/978-3-663-09834-8_37.
Full textViegas, Joaquim L., Susana M. Vieira, Rui Melício, Victor M. F. Mendes, and João M. C. Sousa. "GA-ANN Short-Term Electricity Load Forecasting." In Technological Innovation for Cyber-Physical Systems. Springer International Publishing, 2016. http://dx.doi.org/10.1007/978-3-319-31165-4_45.
Full textMartín-Merino, Manuel, and Jesus Román. "Electricity Load Forecasting Using Self Organizing Maps." In Artificial Neural Networks – ICANN 2006. Springer Berlin Heidelberg, 2006. http://dx.doi.org/10.1007/11840930_74.
Full textAntoniadis, Anestis, Jairo Cugliari, Matteo Fasiolo, Yannig Goude, and Jean-Michel Poggi. "Mixed Effects Models for Electricity Load Forecasting." In Statistics for Industry, Technology, and Engineering. Springer International Publishing, 2024. http://dx.doi.org/10.1007/978-3-031-60339-6_7.
Full textConference papers on the topic "Electricity load forecasting"
Wang, Xiaochen, Fan Bai, and Yuntong Cai. "Electricity load forecasting using large language models." In International Conference on Mechatronic Engineering and Artificial Intelligence (MEAI 2024), edited by Liang Hu. SPIE, 2025. https://doi.org/10.1117/12.3064969.
Full textLong, Lingli, Yi Yu, Yongjin Zhu, Kunming Li, Zheng Kong, and Benchang Ma. "Medium-Term Load Forecasting Based on Electricity Constraint." In 2024 14th International Conference on Power and Energy Systems (ICPES). IEEE, 2024. https://doi.org/10.1109/icpes63746.2024.10856579.
Full textLi, Xiwang, and Senghe Cui. "An Enhanced iTransformer-Based Model for Electricity Load Forecasting." In 2024 10th International Conference on Computer and Communications (ICCC). IEEE, 2024. https://doi.org/10.1109/iccc62609.2024.10942128.
Full textLu, Rui, Yankun Feng, Minyi Zhuo, and Qiang Li. "Load Forecasting for Classified Agency Electricity Purchasing Customers Based on Electricity Usage Characteristics Analysis." In 2025 7th Asia Energy and Electrical Engineering Symposium (AEEES). IEEE, 2025. https://doi.org/10.1109/aeees64634.2025.11020515.
Full textXing, Jiwei, Xinying Xu, Chao Liu, and Dongmei Hu. "Electricity Load Forecasting Based on Patch Channel-Mixing Transformer Model." In 2024 6th International Conference on Electronic Engineering and Informatics (EEI). IEEE, 2024. http://dx.doi.org/10.1109/eei63073.2024.10696901.
Full textHussain, Adil, Vineet Dhanawat, Ayesha Aslam, Tanq, and Faizan Zaman. "Electricity Load Forecasting Using Attention-Based Hybrid Deep Learning Model." In 2024 IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET). IEEE, 2024. http://dx.doi.org/10.1109/iicaiet62352.2024.10729950.
Full textLe, Tuan Minh, Huy Gia Tran, Long TonThat, Tan Duc Tran, Anh Trung Do, and Son Vu Truong Dao. "Application of Machine Learning in Forecasting Short-Term Electricity Load." In 2024 International Conference on Advanced Technologies for Communications (ATC). IEEE, 2024. https://doi.org/10.1109/atc63255.2024.10908129.
Full textPliansaad, Kanya, Duangjai Jitkongchuen, and Panita Thusaranon. "Forecasting Customer Baseline Load Based on Similar Electricity Usage Patterns." In 2025 Joint International Conference on Digital Arts, Media and Technology with ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunications Engineering (ECTI DAMT & NCON). IEEE, 2025. https://doi.org/10.1109/ectidamtncon64748.2025.10962073.
Full textNing, Yongjie, Junyi Wang, Zhiying Wang, Ying Zhu, and Jing Zhang. "Electricity Load Forecasting Method Based on Improved PSO-LSTM Modeling." In 2025 International Conference on Power Electronics and Electric Drives (PEED). IEEE, 2025. https://doi.org/10.1109/peed63748.2025.00019.
Full textPisaneschi, Giulio, Davide Fioriti, Sandra Banda, Anne Wacera Wambugu, Izael Da Silva, and Davide Poli. "Electricity Forecasting in Kenyan Off-grid Microgrid: Forecasting Accuracy Versus Multi-Year Load Growth." In 2024 IEEE International Humanitarian Technologies Conference (IHTC). IEEE, 2024. https://doi.org/10.1109/ihtc61819.2024.10855058.
Full textReports on the topic "Electricity load forecasting"
Cox, Jordan, Thushara De Silva, Jennie Jorgenson, and Barbara O'Neill. Load Forecasting for the Moroccan Electricity Sector. Office of Scientific and Technical Information (OSTI), 2021. http://dx.doi.org/10.2172/1818879.
Full textZhou, Ella, Sika Gadzanku, Cabell Hodge, Mike Campton, Stephane de la Rue du Can, and Jingjing Zhang. Best Practices in Electricity Load Modeling and Forecasting for Long-Term Power System Planning. Office of Scientific and Technical Information (OSTI), 2023. http://dx.doi.org/10.2172/1972011.
Full textZhou, Ella, Sika Gadzanku, Cabell Hodge, Mike Campton, and Jingjing Zhang. Best Practices in Electricity Load Modeling and Forecasting for Long-Term Power System Planning. Office of Scientific and Technical Information (OSTI), 2023. http://dx.doi.org/10.2172/1973409.
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