Short-Term Electrical Load Forecasting With Multidimensional Feature Extraction

Probabilistic Load Forecasting via Neural Basis Expansion Model Based Prediction Intervals

(2021) Honglin Wen et al.   IEEE Transactions on Smart Grid

Optimal Scheduling of an Isolated Wind-Diesel-Energy Storage System Considering Fast Frequency Response and Forecast Error

(2019) Nhung Nguyen Hong et al.   Energies

Smart energy management algorithm for load smoothing and peak shaving based on load forecasting of an island’s power system

(2019) Spyridon Chapaloglou et al.   APPLIED ENERGY

Convolutional Autoencoder Based Feature Extraction and Clustering for Customer Load Analysis

(2019) Seunghyoung Ryu et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Combining Probability Density Forecasts for Power Electrical Loads

(2019) Tianyi Li et al.   IEEE Transactions on Smart Grid

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

(2018) Jesus Lago et al.   APPLIED ENERGY

The increasing impact of weather on electricity supply and demand

(2018) Iain Staffell et al.   ENERGY

Review of Smart Meter Data Analytics: Applications, Methodologies, and Challenges

(2018) Yi Wang et al.   IEEE Transactions on Smart Grid

An Improved Quantile Regression Neural Network for Probabilistic Load Forecasting

(2018) Wenjie Zhang et al.   IEEE Transactions on Smart Grid

Different states of multi-block based forecast engine for price and load prediction

(2018) Wei Gao et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Probabilistic individual load forecasting using pinball loss guided LSTM

(2018) Yi Wang et al.   APPLIED ENERGY

k-Shape clustering algorithm for building energy usage patterns analysis and forecasting model accuracy improvement

(2017) Junjing Yang et al.   ENERGY AND BUILDINGS

Deep Learning for Household Load Forecasting – A Novel Pooling Deep RNN

(2017) Heng Shi et al.   IEEE Transactions on Smart Grid

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

Shape-Based Approach to Household Electric Load Curve Clustering and Prediction

(2017) Thanchanok Teeraratkul et al.   IEEE Transactions on Smart Grid

Optimizing LiFePO4 Battery Energy Storage Systems for Frequency Response in the UK System

(2017) Bo Lian et al.   IEEE Transactions on Sustainable Energy

Clustering of Electricity Consumption Behavior Dynamics Toward Big Data Applications

(2016) Yi Wang et al.   IEEE Transactions on Smart Grid

Optimal Power Dispatch of Multi-Microgrids at Future Smart Distribution Grids

(2015) Nima Nikmehr et al.   IEEE Transactions on Smart Grid

Using Smart Meter Data to Improve the Accuracy of Intraday Load Forecasting Considering Customer Behavior Similarities

(2015) Franklin L. Quilumba et al.   IEEE Transactions on Smart Grid

Enhanced Load Profiling for Residential Network Customers

(2013) Bruce Stephen et al.   IEEE TRANSACTIONS ON POWER DELIVERY

Clustering-Based Improvement of Nonparametric Functional Time Series Forecasting: Application to Intra-Day Household-Level Load Curves

(2013) Mohamed Chaouch   IEEE Transactions on Smart Grid

Clustering of Connection Points and Load Modeling in Distribution Systems

(2012) Matti Koivisto et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Short-term load forecasting using lifting scheme and ARIMA models

(2010) Cheng-Ming Lee et al.   EXPERT SYSTEMS WITH APPLICATIONS

Energy Time Series Forecasting Based on Pattern Sequence Similarity

(2010) Francisco Martinez Alvarez et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

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

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

Pattern classification with missing data: a review

(2009) Pedro J. García-Laencina et al.   NEURAL COMPUTING & APPLICATIONS