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🏷️ Energy Load and Power Forecasting

Statistics
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Publications in this Topic

Adaptive particle swarm optimization approach for static and dynamic economic load dispatch
2008 • 364 citations
Multiobjective Particle Swarm Algorithm With Fuzzy Clustering for Electrical Power Dispatch
2008 • 329 citations
Bacterial foraging optimisation: Nelder–Mead hybrid algorithm for economic load dispatch
2008 • 287 citations
Real-Time Economic Dispatch Considering Renewable Power Generation Variability and Uncertainty Over…
2014 • 283 citations
A Deep Hybrid Model for Weather Forecasting
2015 • 282 citations
Machine learning on sustainable energy: A review and outlook on renewable energy systems, catalysis…
2021 • 263 citations
Comparative study of different wavelets for hydrologic forecasting
2012 • 223 citations
Deep learning with long short-term memory networks and random forests for demand forecasting in mul…
2020 • 202 citations
How are reinforcement learning and deep learning algorithms used for big data based decision making…
2022 • 201 citations
Optimal thermal generating unit commitment: a review
1998 • 199 citations
Neural Network-Based Selective Compensation of Current Quality Problems in Distribution System
2007 • 189 citations
Hybrid flower pollination algorithm with time-varying fuzzy selection mechanism for wind integrated…
2015 • 173 citations
An integrated wavelet-support vector machine for groundwater level prediction in Visakhapatnam, Ind…
2014 • 169 citations
A hybrid SVM-PSO model for forecasting monthly streamflow
2013 • 168 citations
Prediction Interval Estimation of Electricity Prices Using PSO-Tuned Support Vector Machines
2015 • 160 citations
How solar radiation forecasting impacts the utilization of solar energy: A critical review
2023 • 155 citations
Dynamic economic load dispatch using hybrid swarm intelligence based harmony search algorithm
2011 • 152 citations
Optimum siting of wind turbine generators
2001 • 152 citations
Streamflow forecasting by SVM with quantum behaved particle swarm optimization
2012 • 150 citations
Ant lion optimization for short-term wind integrated hydrothermal power generation scheduling
2016 • 148 citations
Assessment of diffuse solar energy under general sky condition using artificial neural network
2008 • 144 citations
Stock Selection via Spatiotemporal Hypergraph Attention Network: A Learning to Rank Approach
2021 • 143 citations
Joint Energy and Spinning Reserve Market Clearing Incorporating Wind Power and Load Forecast Uncert…
2013 • 132 citations
Development of an artificial neural network based multi-model ensemble to estimate the northeast mo…
2013 • 128 citations
Load Forecasting Using Hybrid Models
2010 • 127 citations
Multiobjective fuzzy dominance based bacterial foraging algorithm to solve economic emission dispat…
2010 • 127 citations
Rainfall prediction for the Kerala state of India using artificial intelligence approaches
2018 • 126 citations
Artificial neural network and empirical mode decomposition based imbalance fault diagnosis of wind …
2016 • 117 citations
A hybrid wavelet-ELM based short term price forecasting for electricity markets
2013 • 111 citations
Real time economic dispatch considering renewable energy resources
2015 • 109 citations
Application of LMS-Based NN Structure for Power Quality Enhancement in a Distribution Network Under…
2017 • 104 citations
Probabilistic Wind Power Forecasting Using Optimized Deep Auto-Regressive Recurrent Neural Networks
2022 • 99 citations
Market constrained optimal planning for wind energy conversion systems over multiple installation s…
2002 • 96 citations
Adaptive Neurofuzzy Inference System Least-Mean-Square-Based Control Algorithm for DSTATCOM
2016 • 91 citations
A Biologically Inspired Modified Flower Pollination Algorithm for Solving Economic Dispatch Problem…
2015 • 90 citations
A multiobjective framework for wind speed prediction interval forecasts
2015 • 89 citations
An imputation and decomposition algorithms based integrated approach with bidirectional LSTM neural…
2023 • 88 citations
Investigation on July 2012 Indian blackout
2013 • 86 citations
Forecasting container throughput with long short-term memory networks
2019 • 83 citations
Energy and spinning reserve scheduling for a wind-thermal power system using CMA-ES with mean learn…
2013 • 82 citations
A New Binary Variant of Sine–Cosine Algorithm: Development and Application to Solve Profit-Based Un…
2017 • 79 citations
Multiobjective bacteria foraging algorithm for electrical load dispatch problem
2010 • 78 citations
Computational Intelligence in Power Engineering
2010 • 77 citations
Wavelet–Volterra coupled model for monthly stream flow forecasting
2012 • 75 citations
A cross-temporal hierarchical framework and deep learning for supply chain forecasting
2020 • 74 citations
Optimal posturing in day-ahead market clearing for uncertainties considering anticipated real-time …
2013 • 73 citations
Long-Term Precipitation Analysis and Estimation of Precipitation Concentration Index Using Three Su…
2016 • 73 citations
Power Quality Improvement in Isolated Distributed Power Generating System Using DSTATCOM
2015 • 72 citations
Modelling groundwater level fluctuations in urban areas using artificial neural network
2020 • 71 citations
Hydro-thermal-wind scheduling employing novel ant lion optimization technique with composite rankin…
2016 • 70 citations