A Novel Accurate and Fast Converging Deep Learning-Based Model for Electrical Energy Consumption Forecasting in a Smart Grid

Electric load forecasting based on deep learning and optimized by heuristic algorithm in smart grid

(2020) Ghulam Hafeez et al.   APPLIED ENERGY

Short-Term Load Forecasting in Smart Grids: An Intelligent Modular Approach

(2019) Ashfaq Ahmad et al.   Energies

A Modular Framework for Optimal Load Scheduling under Price-Based Demand Response Scheme in Smart Grid

(2019) Ghulam Hafeez et al.   Processes

Smart grid load forecasting using online support vector regression

(2018) Petra Vrablecová et al.   COMPUTERS & ELECTRICAL ENGINEERING

Optimal Residential Load Scheduling Under Utility and Rooftop Photovoltaic Units

(2018) Ghulam Hafeez et al.   Energies

Two stage forecast engine with feature selection technique and improved meta-heuristic algorithm for electricity load forecasting

(2018) Noradin Ghadimi et al.   ENERGY

A Distributed Short-Term Load Forecasting Method Based on Local Weather Information

(2018) Dunnan Liu et al.   IEEE Systems Journal

Forecasting Functional Time Series with a New Hilbertian ARMAX Model: Application to Electricity Price Forecasting

(2018) Jose Portela Gonzalez et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Short-Term Residential Load Forecasting Based on Resident Behaviour Learning

(2018) Weicong Kong et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Energy Efficient Integration of Renewable Energy Sources in the Smart Grid for Demand Side Management

(2018)   IEEE Access

An Accurate and Fast Converging Short-Term Load Forecasting Model for Industrial Applications in a Smart Grid

(2017) Ashfaq Ahmad et al.   IEEE Transactions on Industrial Informatics

A New Feature Selection Technique for Load and Price Forecast of Electrical Power Systems

(2017) Oveis Abedinia et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

A switching delayed PSO optimized extreme learning machine for short-term load forecasting

(2017) Nianyin Zeng et al.   NEUROCOMPUTING

Short-term power load forecasting with ordinary differential equation substitutions of polynomial networks

(2016) Ladislav Zjavka et al.   ELECTRIC POWER SYSTEMS RESEARCH

Seasonal climate forecasts for medium-term electricity demand forecasting

(2015) Matteo De Felice et al.   APPLIED ENERGY

A hybrid application algorithm based on the support vector machine and artificial intelligence: An example of electric load forecasting

(2015) Yanhua Chen et al.   APPLIED MATHEMATICAL MODELLING

Short term load forecasting using wavelet transform combined with Holt–Winters and weighted nearest neighbor models

(2015) G. Sudheer et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

A Hybrid Global Optimization Algorithm Based on Wind Driven Optimization and Differential Evolution

(2015) Zongfan Bao et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Joint Investment and Operation of Microgrid

(2015) Hao Wang et al.   IEEE Transactions on Smart Grid

A hybrid forecasting model with parameter optimization for short-term load forecasting of micro-grids

(2014) Nian Liu et al.   APPLIED ENERGY

Hourly cooling load forecasting using time-indexed ARX models with two-stage weighted least squares regression

(2014) Yin Guo et al.   ENERGY CONVERSION AND MANAGEMENT

Application of SOM neural networks to short-term load forecasting: The Spanish electricity market case study

(2012) M. López et al.   ELECTRIC POWER SYSTEMS RESEARCH

A novel economy reflecting short-term load forecasting approach

(2012) Cheng-Ting Lin et al.   ENERGY CONVERSION AND MANAGEMENT

Assessing the relevance of load profiling information in electrical load forecasting based on neural network models

(2012) J.C. Sousa et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

A hybrid annual power load forecasting model based on generalized regression neural network with fruit fly optimization algorithm

(2012) Hong-ze Li et al.   KNOWLEDGE-BASED SYSTEMS

A new prediction strategy for price spike forecasting of day-ahead electricity markets

(2011) Nima Amjady et al.   APPLIED SOFT COMPUTING

Short-Term Load Forecasting with Neural Network Ensembles: A Comparative Study [Application Notes]

(2011) Matteo De Felice et al.   IEEE Computational Intelligence Magazine

A novel modeling approach for hourly forecasting of long-term electric energy demand

(2010) Ümmühan Başaran Filik et al.   ENERGY CONVERSION AND MANAGEMENT

Short, medium and long term load forecasting model and virtual load forecaster based on radial basis function neural networks

(2010) Changhao Xia et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Short-Term Load Forecast of Microgrids by a New Bilevel Prediction Strategy

(2010) Nima Amjady et al.   IEEE Transactions on Smart Grid

Day-ahead price forecasting of electricity markets by a new feature selection algorithm and cascaded neural network technique

(2009) Nima Amjady et al.   ENERGY CONVERSION AND MANAGEMENT

Mid-term hourly electricity forecasting based on a multi-rate approach

(2009) Diego J. Pedregal et al.   ENERGY CONVERSION AND MANAGEMENT

Electric load forecasting methods: Tools for decision making

(2009) Heiko Hahn et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Normalized Mutual Information Feature Selection

(2009) P.A. Estevez et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS