Single Residential Load Forecasting Using Deep Learning and Image Encoding Techniques

Selecting Ultracapacitors for Smoothing Voltage Deviations in Local Grids Fed by Transformer with Tap-Changer and Distributed PV Facilities

(2019) Oz Sorkin et al.   Electronics

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

(2019) Maheen Zahid et al.   Electronics

An Optimized Methodology for a Hybrid Photo-Voltaic and Energy Storage System Connected to a Low-Voltage Grid

(2019) Sarvar Hussain Nengroo et al.   Electronics

Computational Intelligence on Short-Term Load Forecasting: A Methodological Overview

(2019) Seyedeh Fallah et al.   Energies

Probabilistic load forecasting for buildings considering weather forecasting uncertainty and uncertain peak load

(2019) Lei Xu et al.   APPLIED ENERGY

Flexible Modern Power System: Real-Time Power Balancing through Load and Wind Power

(2019) Abdul Basit et al.   Energies

Energy consumption prediction for water-source heat pump system using pattern recognition-based algorithms

(2018) Jiangyu Wang et al.   APPLIED THERMAL ENGINEERING

Forecasting Demand Flexibility of Aggregated Residential Load Using Smart Meter Data

(2018) Jelena Ponocko et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

An Efficient Approach to Power System Uncertainty Analysis With High-Dimensional Dependencies

(2018) Yi Wang et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Photovoltaic-STATCOM with Low Voltage Ride through Strategy and Power Quality Enhancement in a Grid Integrated Wind-PV System

(2018) Lakshman Popavath et al.   Electronics

A Distributed IoT Infrastructure to Test and Deploy Real-Time Demand Response in Smart Grids

(2018) Luca Barbierato et al.   IEEE Internet of Things Journal

A Deep Learning Approach to Vascular Structure Segmentation in Dermoscopy Colour Images

(2018) Joanna Jaworek-Korjakowska   Biomed Research International

An Extreme Learning Machine Approach to Effective Energy Disaggregation

(2018) Valerio Salerno et al.   Electronics

Day-ahead building-level load forecasts using deep learning vs. traditional time-series techniques

(2018) Mengmeng Cai et al.   APPLIED ENERGY

Multi-site European framework for real-time co-simulation of power systems

(2017) Marija Stevic et al.   IET Generation Transmission & Distribution

Image based fruit category classification by 13-layer deep convolutional neural network and data augmentation

(2017) Yu-Dong Zhang et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Learning Traffic as Images: A Deep Convolutional Neural Network for Large-Scale Transportation Network Speed Prediction

(2017) Xiaolei Ma et al.   SENSORS

Polarimetric synthetic aperture radar image segmentation by convolutional neural network using graphical processing units

(2017) Shui-Hua Wang et al.   Journal of Real-Time Image Processing

Incorporating Practice Theory in Sub-Profile Models for Short Term Aggregated Residential Load Forecasting

(2017) Bruce Stephen et al.   IEEE Transactions on Smart Grid

Short-Term Residential Load Forecasting based on LSTM Recurrent Neural Network

(2017) Weicong Kong et al.   IEEE Transactions on Smart Grid

Techno-economic impacts of automatic undervoltage load shedding under emergency

(2016) Abouzar Estebsari et al.   ELECTRIC POWER SYSTEMS RESEARCH

Residential Demand Response: Dynamic Energy Management and Time-Varying Electricity Pricing

(2016) Matteo Muratori et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Load forecasting, dynamic pricing and DSM in smart grid: A review

(2016) Ahsan Raza Khan et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Deep learning

(2015) Yann LeCun et al.   NATURE

Estimation of Residential Heat Pump Consumption for Flexibility Market Applications

(2015) Konstantinos Kouzelis et al.   IEEE Transactions on Smart Grid

Demand Response for Residential Appliances via Customer Reward Scheme

(2014) Cynthujah Vivekananthan et al.   IEEE Transactions on Smart Grid

Grid Integration of Electric Vehicles and Demand Response With Customer Choice

(2012) Shengnan Shao et al.   IEEE Transactions on Smart Grid

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