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Keywords: Artificial intelligence
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Journal Articles
Integrating artificial intelligence and analytics in smart grids: a systematic literature review
Available to Purchase
International Journal of Energy Sector Management (2022) 16 (2): 318–338.
Published: 16 August 2021
...Farhad Khosrojerdi; Okhaide Akhigbe; Stéphane Gagnon; Alex Ramirez; Gregory Richards Purpose The purpose of this study is to explore the latest approaches in integrating artificial intelligence and analytics (AIA) in energy smart grid projects. Empirical results are synthesized to highlight...
Journal Articles
Prediction of wind speed profile using two artificial neural network models: an ab initio investigation in the Bapouh’s city, Cameroon
Available to PurchaseFranck Armel Talla Konchou, Pascalin Tiam Kapen, Steve Brice Kenfack Magnissob, Mohamadou Youssoufa, René Tchinda
International Journal of Energy Sector Management (2021) 15 (3): 566–577.
Published: 19 January 2021
... at: fpascalin20022003@yahoo.fr 15 04 2020 07 07 2020 15 12 2020 © Emerald Publishing Limited 2020 Emerald Publishing Limited Licensed re-use rights only Artificial intelligence Neural networks Forecasting Wind Wind speed forecasting Artificial neural network Multi-layer...
Journal Articles
Forecasting electricity prices with machine learning: predictor sensitivity
Available to Purchase
International Journal of Energy Sector Management (2021) 15 (1): 157–172.
Published: 25 September 2020
... setting. Based on this, Section 5 evaluates the sensitivity of the overall forecasting accuracy to different predictors. Section 6 discusses managerial and policy implications, followed by concluding remarks. Artificial intelligence Forecasting Neural networks Electricity Participating...
Journal Articles
Large-scale economic load dispatch using squirrel search algorithm
Available to Purchase
International Journal of Energy Sector Management (2020) 14 (6): 1351–1380.
Published: 07 July 2020
.... The stage-by-stage execution of the SSA to ELD is depicted in Section 5. The simulation performances of the suggested SSA are dissected in Section 6, and the conclusion is given in Section 7. Artificial intelligence Thermal power Cost minimization Energy conversion optimization Economic load...
Journal Articles
Predicting customer satisfaction for distribution companies using machine learning
Available to PurchaseLuciano Cavalcante Siebert, José Francisco Bianchi Filho, Eunelson José da Silva Júnior, Eduardo Kazumi Yamakawa, Angela Catapan
International Journal of Energy Sector Management (2021) 15 (4): 743–764.
Published: 07 December 2019
... of an intelligent algorithm that can improve its performance with time. Understanding customer satisfaction may improve companies’ performance. Artificial intelligence Energy sector Regression Electricity Residential Distribution Correlation analysis Operation management Machine learning Performance...
Journal Articles
Forecasting the wind power generation using Box–Jenkins and hybrid artificial intelligence: A case study
Available to PurchaseSamrad Jafarian-Namin, Alireza Goli, Mojtaba Qolipour, Ali Mostafaeipour, Amir-Mohammad Golmohammadi
International Journal of Energy Sector Management (2019) 13 (4): 1038–1062.
Published: 05 June 2019
... is the extremely rapid growth over the past three years. Figure 1. Wind power global capacity and annual additions, 2005-2015 Forecasting Genetic algorithm Particle swarm optimization Artificial intelligence ARIMA Wind power The present study focuses on Iran. Table I illustrates...
Journal Articles
A new load forecasting model considering planned load shedding effect
Available to Purchase
International Journal of Energy Sector Management (2019) 13 (1): 149–165.
Published: 01 April 2019
... diagram Stage 2 for the proposed hybrid model Training function used for this ANN system is Levenberg–Marquardt optimization. To train the ANN model at this stage, data for the previous month of the forecasted day have been used, and they are: Artificial intelligence Forecasting Energy...
Journal Articles
Integrating neuro-fuzzy system and evolutionary optimization algorithms for short-term power generation forecasting
Available to Purchase
International Journal of Energy Sector Management (2019) 13 (4): 828–845.
Published: 21 March 2019
... 2019 25 01 2019 © Emerald Publishing Limited 2019 Emerald Publishing Limited Licensed re-use rights only Artificial intelligence Forecasting Fuzzy-logic model Energy sector Energy production Neural networks Thermal power Operation management Evolutionary algorithms...
Journal Articles
LMP computation at DG buses in radial distribution system
Available to Purchase
International Journal of Energy Sector Management (2018) 12 (3): 364–385.
Published: 02 May 2018
... at: ch.venkaiah@ieee.org © Emerald Publishing Limited 2018 Emerald Publishing Limited Licensed re-use rights only Artificial intelligence Simulation Pricing Forecasting Neural networks Distribution Cost comparison Restructuring ( Δ P l o s s ) b i = Change...
Journal Articles
Alternative approaches to the prediction of electricity prices
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International Journal of Energy Sector Management (2017) 11 (1): 3–27.
Published: 03 April 2017
... © Emerald Publishing Limited 2017 Emerald Publishing Limited Licensed re-use rights only Artificial intelligence Modelling Pricing Forecasting Energy sector Econometric Time series analysis Neural networks Electricity prices on the deregulated energy market play very...
