Citation Impact
Citing Papers
Real-time anomaly detection for very short-term load forecasting
2018
Electricity Forecasting Using Multi-Stage Estimators of Nonlinear Additive Models
2015
Co-creation and open innovation: Systematic literature review
2017 Standout
On-Line Building Energy Optimization Using Deep Reinforcement Learning
2018 Standout
Deep Learning for Household Load Forecasting—A Novel Pooling Deep RNN
2017
Probabilistic electric load forecasting: A tutorial review
2016
A hybrid model of kernel density estimation and quantile regression for GEFCom2014 probabilistic load forecasting
2016
An Efficient Privacy-Preserving Authentication Scheme for Energy Internet-Based Vehicle-to-Grid Communication
2019 Standout
A Sparse Coding Approach to Household Electricity Demand Forecasting in Smart Grids
2016
Review on deep learning applications in frequency analysis and control of modern power system
2021 Standout
Machine Learning and Deep Learning in smart manufacturing: The Smart Grid paradigm
2021 Standout
The Real-Time Optimisation of DNO Owned Storage Devices on the LV Network for Peak Reduction
2014
Clustering of Electricity Consumption Behavior Dynamics Toward Big Data Applications
2016
Weather station selection for electric load forecasting
2015
An overview of city analytics
2017
Forecasting electricity smart meter data using conditional kernel density estimation
2014
Internet of energy-based demand response management scheme for smart homes and PHEVs using SVM
2018
Long-Term Retail Energy Forecasting With Consideration of Residential Customer Attrition
2015
Predicting residential energy consumption using CNN-LSTM neural networks
2019 Standout
Incorporating Practice Theory in Sub-Profile Models for Short Term Aggregated Residential Load Forecasting
2015
Review of Smart Meter Data Analytics: Applications, Methodologies, and Challenges
2018 Standout
Smart Metering Load Data Compression Based on Load Feature Identification
2016
Short-Term Residential Load Forecasting Based on LSTM Recurrent Neural Network
2017 Standout
Short-Term Load Forecasting With Seasonal Decomposition Using Evolution for Parameter Tuning
2015
Artificial intelligence and machine learning approaches to energy demand-side response: A systematic review
2020
C-Vine Copula Mixture Model for Clustering of Residential Electrical Load Pattern Data
2016
Works of Colin Singleton being referenced
Analysis and Clustering of Residential Customers Energy Behavioral Demand Using Smart Meter Data
2015
A refined parametric model for short term load forecasting
2013
A Peak Reduction Scheduling Algorithm for Storage Devices on the Low Voltage Network
2014
A new error measure for forecasts of household-level, high resolution electrical energy consumption
2013
Mathematical solutions for electricity networks in a low carbon future
2013
In the mood: the dynamics of collective sentiments on Twitter
2016