Electricity Price and Load Forecasting using Enhanced Convolutional Neural Network and Enhanced Support Vector Regression in Smart Grids

Forecasting day-ahead electricity prices in Europe: The importance of considering market integration

(2018) Jesus Lago et al.   APPLIED ENERGY

Short term load forecasting based on phase space reconstruction algorithm and bi-square kernel regression model

(2018) Guo-Feng Fan et al.   APPLIED ENERGY

Forecasting spot electricity prices: Deep learning approaches and empirical comparison of traditional algorithms

(2018) Jesus Lago et al.   APPLIED ENERGY

Intelligent assistance for data pre-processing

(2018) Besim Bilalli et al.   COMPUTER STANDARDS & INTERFACES

Optimal Deep Learning LSTM Model for Electric Load Forecasting using Feature Selection and Genetic Algorithm: Comparison with Machine Learning Approaches †

(2018) Salah Bouktif et al.   Energies

Electricity Price Forecasting Using Recurrent Neural Networks

(2018) Umut Ugurlu et al.   Energies

Big Data Analytics for Discovering Electricity Consumption Patterns in Smart Cities

(2018) Rubén Pérez-Chacón et al.   Energies

A Hybrid Seasonal Mechanism with a Chaotic Cuckoo Search Algorithm with a Support Vector Regression Model for Electric Load Forecasting

(2018) Yongquan Dong et al.   Energies

Computational Intelligence Approaches for Energy Load Forecasting in Smart Energy Management Grids: State of the Art, Future Challenges, and Research Directions

(2018) Seyedeh Fallah 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

Random Forest based hourly building energy prediction

(2018) Zeyu Wang et al.   ENERGY AND BUILDINGS

A novel big data analytics framework for smart cities

(2018) Ahmed M. Shahat Osman   Future Generation Computer Systems-The International Journal of eScience

Managing resources continuity from the edge to the cloud: Architecture and performance

(2018) Xavi Masip-Bruin et al.   Future Generation Computer Systems-The International Journal of eScience

Consumption-Aware Data Analytical Demand Response Scheme for Peak Load Reduction in Smart Grid

(2018) Anish Jindal et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Energy-Efficient Device-to-Device Communications for Green Smart Cities

(2018) Caihong Kai et al.   IEEE Transactions on Industrial Informatics

Greening the Smart Cities: Energy-Efficient Massive Content Delivery via D2D Communications

(2018) Liang Zhou et al.   IEEE Transactions on Industrial Informatics

Performance Analysis of Combined Similar Day and Day Ahead Short Term Electrical Load Forecasting using Sequential Hybrid Neural Networks

(2018) Rohit Rajan Eapen et al.   IETE JOURNAL OF RESEARCH

An Electricity Price Forecasting Model by Hybrid Structured Deep Neural Networks

(2018) Ping-Huan Kuo et al.   Sustainability

Month ahead average daily electricity price profile forecasting based on a hybrid nonlinear regression and SVM model: an ERCOT case study

(2018) Ziming MA et al.   Journal of Modern Power Systems and Clean Energy

Probabilistic Forecasting of Hourly Electricity Price by Generalization of ELM for Usage in Improved Wavelet Neural Network

(2017) Mehdi Rafiei et al.   IEEE Transactions on Industrial Informatics

Big Data Analytics for System Stability Evaluation Strategy in the Energy Internet

(2017) Kun Wang et al.   IEEE Transactions on Industrial Informatics

Short-Term Electricity Price Forecasting With Stacked Denoising Autoencoders

(2017) Long Wang et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

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

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

Electricity Price Forecasting for Operational Scheduling of Behind-the-meter Storage Systems

(2017) Hamed Chitsaz et al.   IEEE Transactions on Smart Grid

A novel hybrid algorithm for electricity price and load forecasting in smart grids with demand-side management

(2016) A. Ghasemi et al.   APPLIED ENERGY

Extended forecast methods for day-ahead electricity spot prices applying artificial neural networks

(2016) Dogan Keles et al.   APPLIED ENERGY

A novel model: Dynamic choice artificial neural network (DCANN) for an electricity price forecasting system

(2016) Jianzhou Wang et al.   APPLIED SOFT COMPUTING

Hourly Electricity Price Forecasting for the Next Month Using Multilayer Neural Network

(2016) Hossam Mosbah et al.   CANADIAN JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING-REVUE CANADIENNE DE GENIE ELECTRIQUE ET INFORMATIQUE

A survey on smart metering and smart grid communication

(2016) Yasin Kabalci   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Transfer learning for short-term wind speed prediction with deep neural networks

(2016) Qinghua Hu et al.   RENEWABLE ENERGY

Simultaneous day-ahead forecasting of electricity price and load in smart grids

(2015) H. Shayeghi et al.   ENERGY CONVERSION AND MANAGEMENT

Day-ahead load forecast using random forest and expert input selection

(2015) A. Lahouar et al.   ENERGY CONVERSION AND MANAGEMENT

Energy-Efficient Information and Communication Infrastructures in the Smart Grid: A Survey on Interactions and Open Issues

(2015) Melike Erol-Kantarci et al.   IEEE Communications Surveys and Tutorials

A Game Theory-Based Energy Management System Using Price Elasticity for Smart Grids

(2015) Kun Wang et al.   IEEE Transactions on Industrial Informatics

A review of wireless communications for smart grid

(2015) Anzar Mahmood et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A survey on feature selection methods

(2013) Girish Chandrashekar et al.   COMPUTERS & ELECTRICAL ENGINEERING

Optimal Residential Load Control With Price Prediction in Real-Time Electricity Pricing Environments

(2010) Amir-Hamed Mohsenian-Rad et al.   IEEE Transactions on Smart Grid