A Survey on Electric Power Demand Forecasting: Future Trends in Smart Grids, Microgrids and Smart Buildings

Short-Term Load Forecasting for Microgrids Based on Artificial Neural Networks

(2013) Luis Hernandez et al.   Energies

A multi-agent system architecture for smart grid management and forecasting of energy demand in virtual power plants

(2013) L. Hernandez et al.   IEEE COMMUNICATIONS MAGAZINE

Forecasting for demand response in smart grids: An analysis on use of anthropologic and structural data and short term multiple loads forecasting

(2012) Fahad Javed et al.   APPLIED ENERGY

Optimal training subset in a support vector regression electric load forecasting model

(2012) JinXing Che et al.   APPLIED SOFT COMPUTING

Using connectionist systems for electric energy consumption forecasting in shopping centers

(2012) V. A. Kamaev et al.   AUTOMATION AND REMOTE CONTROL

Annual Electric Load Forecasting by a Least Squares Support Vector Machine with a Fruit Fly Optimization Algorithm

(2012) Hongze Li et al.   Energies

Classification and Clustering of Electricity Demand Patterns in Industrial Parks

(2012) Luis Hernández et al.   Energies

Application of SVR with chaotic GASA algorithm in cyclic electric load forecasting

(2012) Wen Yu Zhang et al.   ENERGY

Application of echo state networks in short-term electric load forecasting

(2012) Ali Deihimi et al.   ENERGY

Using pattern recognition to identify habitual behavior in residential electricity consumption

(2012) Joana M. Abreu et al.   ENERGY AND BUILDINGS

Modeling data uncertainty on electric load forecasting based on Type-2 fuzzy logic set theory

(2012) Chin Wang Lou et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

A Survey on Cyber Security for Smart Grid Communications

(2012) Ye Yan et al.   IEEE Communications Surveys and Tutorials

Building Integrated Photovoltaic System With Energy Storage and Smart Grid Communication

(2012) Manuela Sechilariu et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Multiobjective Intelligent Energy Management for a Microgrid

(2012) A. Chaouachi et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

A Statistical Analysis on Operation Scheduling for an Energy Network Project

(2012) Yoshihiro Sugaya et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

Very Short-Term Load Forecasting: Wavelet Neural Networks With Data Pre-Filtering

(2012) Che Guan et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Cyclic electric load forecasting by seasonal SVR with chaotic genetic algorithm

(2012) Wei-Chiang Hong 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 Study of the Relationship between Weather Variables and Electric Power Demand inside a Smart Grid/Smart World Framework

(2012) Luis Hernández et al.   SENSORS

Integration of High Reliability Distribution System in Microgrid Operation

(2012) Mohammad E. Khodayar et al.   IEEE Transactions on Smart Grid

A System Architecture for Autonomous Demand Side Load Management in Smart Buildings

(2012) Giuseppe Tommaso Costanzo et al.   IEEE Transactions on Smart Grid

Short-Term Load Forecasting for Electric Power Systems Using the PSO-SVR and FCM Clustering Techniques

(2011) Pan Duan et al.   Energies

SVR with Hybrid Chaotic Immune Algorithm for Seasonal Load Demand Forecasting

(2011) Wei-Chiang Hong et al.   Energies

Forecasting Monthly Electric Energy Consumption Using Feature Extraction

(2011) Ming Meng et al.   Energies

Electric load forecasting by seasonal recurrent SVR (support vector regression) with chaotic artificial bee colony algorithm

(2011) Wei-Chiang Hong   ENERGY

An adaptive fuzzy combination model based on self-organizing map and support vector regression for electric load forecasting

(2011) Jinxing Che et al.   ENERGY

Smart Grid — The New and Improved Power Grid: A Survey

(2011) Xi Fang et al.   IEEE Communications Surveys and Tutorials

Computational Intelligence for the Smart Grid-History, Challenges, and Opportunities

(2011) P. J. Werbos   IEEE Computational Intelligence Magazine

Energy Management and Operational Planning of a Microgrid With a PV-Based Active Generator for Smart Grid Applications

(2011) Hristiyan Kanchev et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Short-Term Multinodal Load Forecasting Using a Modified General Regression Neural Network

(2011) Kenji Nose-Filho et al.   IEEE TRANSACTIONS ON POWER DELIVERY

Short-Term Transmission-Loss Forecast for the Slovenian Transmission Power System Based on a Fuzzy-Logic Decision Approach

(2011) Matej Rejc et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

A New Index and Classification Approach for Load Pattern Analysis of Large Electricity Customers

(2011) Tiefeng Zhang et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Smart energy management system for optimal microgrid economic operation

(2011) C. Chen et al.   IET Renewable Power Generation

Adaptive Computation Algorithm for RBF Neural Network

(2011) Hong-Gui Han et al.   IEEE Transactions on Neural Networks and Learning Systems

Application of chaotic ant swarm optimization in electric load forecasting

(2010) Wei-Chiang Hong   ENERGY POLICY

Multiregion Short-Term Load Forecasting in Consideration of HI and Load/Weather Diversity

(2010) Wen-Chen Chu et al.   IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS

Secondary Forecasting Based on Deviation Analysis for Short-Term Load Forecasting

(2010) Yang Wang et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

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

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

Energy-Efficient Buildings Facilitated by Microgrid

(2010) Xiaohong Guan et al.   IEEE Transactions on Smart Grid

Electric power demand forecasting using interval time series: A comparison between VAR and iMLP

(2009) Carolina García-Ascanio et al.   ENERGY POLICY

The Impact of Charging Plug-In Hybrid Electric Vehicles on a Residential Distribution Grid

(2009) K. Clement-Nyns et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

A New Constructive Algorithm for Architectural and Functional Adaptation of Artificial Neural Networks

(2009) M.M. Islam et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

Decentralised optimisation of cogeneration in virtual power plants

(2009) Bernhard Wille-Haussmann et al.   SOLAR ENERGY