short-term load

The short-term load forecasting (STLF) of electric system is one of the important routines for power dispatch and utility departments.

The proposed algorithms have been applied to short-term load forecasting and local pattern analysis of spatial associations.

Meteorological conditions, especially the temperature, have been the mian factors that impact the short-term load demand.

Accurate short-term load forecasting plays an essential role in planning, economical scheduling and security analysis in production.

The Support Vector Machine (SVM) method and its application to short-term load forecast are presented.

Accurate short-term load forecasting is advantageous to ensure the safe operation and the optimization of scheduling of pipeline networks.

Ultra-short term load forecasting means forecasting the load in an hour.

In view of the establishment of rolling generating schedule, extended short-term load forecasting is presented in this paper.

A novel method called load derivation is introduced for ultra-short term load forecasting of power system.

and finally, the expanding short-term load forecasting approach is adopted to modify the dirty data.

Seeking the causes of the chaos of load records is important to im prove the accuracy of short- term load forecasting.

According to the trait of power load, this paper proposes a PSO based fuzzy neural network model for short-term load forecasting.

In this paper, a suit of short term load forecasting system based on web applied to North West Power Network has been developed.

This paper presents a new algorithm for short term load forecasting based on the deterministic annealing technique.

After valid similar-days are selected, a novel ultra-Short term load forecasting method based on gray model is put forward.

This paper proposes a short term load forecasting (STLF) method by using clustering based support vector regression model.

Firstly, in order to select forecasting samples in Ultra-short term load forecasting, grey correlation analysis theory was used.

The paper elaborates the importance of ultra-short term load forecasting in spot power market.

So the study of short-term load forecasting has been paid enough attentions in the past decades.

Electric short-term load forecasting is a quite important work in the Power System.

Study of a novel model combined genetic algorithm with artificial neural network for the short-term load forecasting in power system

The Design and Realization of the Software used for Short-term Load Forecasting of Power System

Research on apparent temperature rolling forecast system and its application in short-term load forecasting in Hunan power grid

Power System Short Term Load Forecasting Based upon a Combination of Markov Chain and Fuzzy Clustering

Application of a Weather Component Based Elman Neural Network to Short-Term Load Forecasting

Application of the Functions of Two Improved Similar Days in Short-term Load Forecasting

Impact Analysis of Hourly Weather Factors in Short-Term Load Forecasting and Its Processing Strategy

Application of Weather Sensitive Neural Network used in Power Net Short-term Load Predication

Chaotic Time Series Forecasting and Its Applications in Power System's Short-term Load Forecasting

Artificial Neural Network Short- Term Load Forecasting and Its Realization

ANN Parallel Evolutionary Design and Its Application in Short-term Load Forecasting

The Samples Updated Real-time Neural Network and Its Application in Short Term Load Forecasting

Research and Development About Short-term Load Forecast System of a Regional Power Network

Application of Comprehensive Representative Element Analysis to Short-term Load Forecasting in the Power Grid

Application of Weather Sensitive Type Nervous Net Facing to MATLAB in Short - term Load Prediction in Power Network of Wuhan Regions

Nonlinear Theoretical Foundation and Improvement of Similar Days Method for Short Term Load Forecasting

Applications of BP Networks Trained by Hybrid Particle Swarm Optimization in Short Term Load Forecasting of Power System

Application of symbiotic evolutionary immune neural network in short -term load forecasting of power system

Principle and Method about Short-term Load Forecasting of Adopting Artificial Neural Network under Power Market

Short-term Load Forecasting for Abnormal Changes and Its Application

short-term load forecasting; artificial neural network; weather forecast;

The Non-linear Chaotic Improved Model of the Electric Power System Short-term Load Forecasting

Analysis for weights allocation with influence factors in power system short-term load forecasting

Identification and Manipulation of Anomalous Data of Load Sequence in Short-term Load Forecasting

An improved wavelet-Kalman filter based short term load forecasting for distribution systems

Short Term Load Forecast Through Several Artificial Intelligent Methods

The Discussion of Short-term Load Forecasting Applying Manual Neural Network Arithmetic

Short Term Load Forecasting Using Fuzzy Model of the Orthogonal Least Square Method

Application of BP Neural Network in Short-term Load Forecast Considering Temperature Factor

Research on application of general regression neural network in short-term load forecasting

An Auto-Operating Intelligent Short-Term Load Forecasting System for Shenzhen Power Network

Technical improvement of chaotic property analysis to the power short-term load time series

Application of adding-weight one-rank local-region method in electric power system short-term load forecast

Short-term Load Forecasting by Neural Network with Temperature Compensating

Short-term load forecasting using artificial neural network and adaptive fuzzy system

Rough Set Theory and Its Application in Short-term Load Forecasting

Research and Analysis on the Holiday Short-term Load Forecasting Research of Shanxi Power Network

A Preliminary Investigation on Short-term Load Predication of Extra-large Power Grid Using ANN Method

Parameter Optimization of Phase Space Reconstruction for Short-term Load Time Series

Online-Learning Support Vector Machine Approach for Short Term Load Forecasting

Identification and Management to Anomalous Data in Short-term Load Forecasting

Upper Limit Estimating of Short Term Load Forecasting Precision by Time Series Analysis

Design and Application of Short Term Load Forecasting Software System in Northwest Grid

Application of Fuzzy Neural Network in Power System Short-Term Load Forecast under Power Market

A New Unified Approach to Short-term Load Forecasting Considering Correlated Factors

A Reduced Dimensions Method Applying Neural Network in Short Term Load Forecasting

Application of fuzzy neural networks in nonlinear short-term load forecasting

Generating Fuzzy Model for Short-term Load Forecasting Using Hybrid Algorithm

Improved Cluster Analysis Based Ultra-short Term Load Forecasting Method

Application of simulated annealing algorithm to short-term load forecast

Ant colony clustering-Elman neural network based model for short-term load forecasting

Multi-Scale Short Term Load Prediction Model Using Least Square Support Vector Machine

Improving accuracy of short-term load forecasting in Hunan electric power network

Application of genetic-fuzzy algorithm to short-term load forecasting of power system

The Application of BP Artificial Neural Network in Short-Term Load Forecasting System

Research on Short-term Load Forecasting Scheme of County-level Electric Power Network

Application Research of Short-term Load Forecasting for Power Supply Company

A Super Short-term Load Forecasting Method for County Level Grid with Planned Maintenance

A Research into Short-Term Load Forecasting for Industrial Corporations

Parameter Selection and Optimization Method of SVM Model for Short-term Load Forecasting

Short Term Load Forecasting Using Chaos Phase Space Mode Linear Regression Model

A Pattern-Recognition-Based Adaptive System for Short Term Load Forecasting

Cascaded Network Based Short-term Load Forecasting of Electric Power System

A modified period extrapolation method for short-term load forecasting

Hybrid short term load forecasting method using neural networks and fuzzy curve

Short-term load forecasting for special times using fuzzy inference method

Study of Forecasting for Short Term Load of City Gas

Investigation on Short-term Load Prediction Using Fuzzy Expert System

Updating of short-term load forecasting employing fuzzy expert system

Application of Evaluation System on Short-term Load Forecasting Model

Neural networks ensemble model for short-term load forecasting of power system

Research on cascaded network model for short-term load forecasting in power system

Application of Hybrid Fuzzy Neural Network in Short-Term Load Forecasting

Comparison of neural network methods for short-term load forecasting

Medium-Short Term Load Forecasting Methods in Electric Power Systems

Implementation of Short Term Load Forecasting System in Power System

Wavelet Support Vector Machines for Short-term Load Forecasting

Applying BP Artificial Neural Network to Forecast Urban Gas Short- term Load

Application of Artificial ANN to Short-Term Load Forecasting in Power System

Application of Fuzzy Neural Network to Power System Short-Term Load Forecast

Application of Load Derivation to Ultra-Short Term Load Forecasting

Distinguish to Select Similar Days from Short-term Load Forecasting

Application of short-term load forecasting in Zhejiang power market

A Hybrid Model Neural Network Based Approach to Short-term Load Forecasting

Input Parameters Selection in Short-term Load Forecasting Model Based on Incremental Reduction Algorithm

Study on the Method of Choosing Wavelet Function to Forecast Short-Term Load of Power System

Short-term load forecasting by using hybrid neural network and wavelet transform

Theory and Mathematic Modeling of Short-term Load Forecast in Small Power Grid

The data processing technology in short-term load forecasting

Improved Case-based Reasoning for Short-term Load Forecasting

Short-Term Load Forecasting Using Immune Wavelet Network

Electric power system short-term load forecasting based on time clustering restructuring chaotic phase space

Study and Application of Novel Short Term Load Forecasting Method

Selecting method for similar day in super short-term load forecasting

Study on Integrated Short Term Load Forecasting Model in Power System

Using cluster analysis method in short-term load forecasting

Short-term load forecasting using restructuring algorithm of phase space based on characteristic index

Short-term Load Forecasting Based on Subtractive Clustering Adaptive Neuro-fuzzy Inference System

Short-term Load Combination Forecasting of Power System

Electric power system short-term load forecasting using lyapunov expo-nents technique

Short-term Load Time Series Forecasting Based on Correlative Neighboring Points and Peak-valley Correction

A robust short-term load forecasting method using neural network

A practical method for combined short-term load forecasting

Research on Short Term Load Forecasting in Steel Enterprise

Short-Term Load Forecast for Industry Enterprise's Customer

Application of Wiener Filtering in Short-term Load Forecast

Short-term load forecasting based on empirical mode decomposition and least square support vector machine

A Short-Term Load Forecasting Approach Based on Support Vector Machine with Adaptive Particle Swarm Optimization Algorithm

Short-Term Load Forecasting Model and Method for Power System Based on Complementation of Neural Network and Fuzzy Logic

Application of Heat Index in Short-Term Load Forecasting System

Study on short-term load forecasting in big load fluctuation system

A software package for short-term load forecasting of power systems

Method of Multivariate Time Series of Short-Term Load Forecasting

The Research on Short-term Load Forecasting Method Based on Improving Adding-weight One-rank Local Forecasting Model

Prediction of Short - Term Load in Electricity System under the Synoptic Influence

Short Term Load Forecasting Model and the Influencing Factors

A Practical Algorithm for Holiday Short Term Load Forecast

Application of Rough Set Theory in Short-term Load Forecasting

Short-Term Load Forecasting Based on Attribute Reduction Algorithm of Rough Sets and Support Vector Machine

An Intelligent System for Short-Term Load Forecasting

A New Short-Term Load Forecasting Model Based on Internal Characteristic of Power Load and External Stochastic Factor

Short-term Load Forecasting Using Neural Network

Short-Term Load Forecasting Based on the Neural Networks with Load Characteristics Distilling

Short-term load forecasting method based on support vector machine combined with wavelet transform

Holiday Short-Term Load Forecast Using RBF Neural Network

Method to select similar days for short-term load forecasting

Case-Based Reasoning for Short Term Load Forecasting

Fuzzy neural network for short-term load forecasting

Fuzzy Improvement of ANN Short-term Load Forecasting

New Method for Short Term Load Forecasting Based on Particle Swarm Optimization and Fuzzy Neural Network

The Select Similar Days Method for Short-term Load Forecasting Based on Load Characteristic Analysis

The Short-term Load Forcast Using C-means Clustering and BP Network

Incomplete Data Processing of Short-term Load Based on Associative Classification

Calculation of Short-term Load-current for Power Cables

Application of Short-term Load Forecasting in Wuxi Area

Application of SVM to power system short-term load forecast

Study of short-term load forecasting based on ANN and time series

Parameter Optimization Based on Singularity in Chaotic Forecasting of Short Term Load

Short-Term Load Forecasting Method Based on Fuzzy Pattern Recognition and Fuzzy Cluster Theory

Short-term Load Forecasting in Power System Based on Adaptive Network-based Fuzzy Inference System

Short-term load forecasting method based on artificial fish-swarm algorithm of neural network

Nonlinear short-term load forecasting model based on neural networks correction

Short-term load forecast using linear extrapolation based on similar historical day data

Short-Term Load Forecasting Based on Compensated Fuzzy Neural Networks and Linear Models

Short-Term Load Forecasting Based on Hard-C Mean Clustering Algorithm and Support Vector Machine

Short-Term Load Forecasting Based on Self-Organizing Feature Mapping Neural Network

Study on Short-Term Load Forecast Method for Power System

ANN and Fuzzy Logic Based Short-term Load Forecasting

A New Method of Electric Power System Short-term Load Forecasting

HMNN approach to short-term load forecasting and adaptive mechanism

The study and application of the electric power system short-term load forecasting using a new model

Application of Mining Default Rules Based on Rough Set in Power System Short-Term Load Forecasting

Research on Natural Gas Short-Term Load Forecasting Based on Support Vector Regression

A new method of short-term load forecasting for special holidays

Short-term Load Forecasting in Power System Based on Adaptive Neuro-Fuzzy Inference System

A New Method for Short-term Load Forecasting for Special Days

China Northeast Power Network Short-term Load Forecasting Based on Neural Network

Short Term Load Forecasting Using Neural Networks Based On Difference Theory

Short Term Load Forecasting Based on Fuzzy Regression Support Vector Machine

Study on Input Variables Selection of Short-term Load Forecasting Based on Neural Network

Short-term Load Forecasting Model Based on Principal Component Analysis

Study On Short-Term Load Forecasting Method

Short-term load forecast for small power net based on chaos-artificial neural network theory

Very short term load forecast based on multi-sample extrapolation and error analysis

Short-term Load Forecasting Based on Support Vector Machines Mixture Models

Short-term load forecasting based on rough set and principal component analysis

Multi-Neural Networks Based on Fuzzy Clustering for Short-Term Load Forecasting

Short-term Load Forecasting Based on Artificial Neural Network and Fuzzy Theory

An Improved Method for Short-Term Load Forecasting Based on Support Vector Machines

Short-term load forecasting method based on adaptive subsethood theory of neural network

A method for ultra-short term load forecast based on improved similar historical day data

Short Term Load Forecasting Using Wavelet Transform and SVM Based on Similar-Days

Short-Term Load Forecasting of Electric Power System Based on Chaotic Time Series

Short Term Load Forecasting Based on Multi-resolution SVM Regression

Power system short-term load forecasting based on homotopy method of neural networks

Data Analysis Method for Neural Network Based on Short-term Load Forecasting

Short-term Load Forecasting Based on Chaotic Time Series and Neural Networks

A method of power system short-term load forecasting based on fuzzy wavelet neural networks

Short Term Load Forecast and Development of Software

A Method of Short-term Load Forecasting Based on Artificial Neural Network and Fuzzy Logic

Improved Short-Term Load Forecasting Based on Case-Based Reasoning

Short-term Load Forecasting based on Neural network and Moving Average

Short-term load forecasting based on Genetic Programming

Short-term load forecast in Power system based on PSO optimizing algorithm

Short-term load forecasting using Ann based on similar historical day data

Short-term Load Forecasting Based on Dual Part-return Elman Neural Network

Short-term load forecast based on fuzzy support vector machine method

A short-term load forecasting method of wavelet neuron based on evolutionary algorithm

A Short-term Load Forecast Based on the Improved Cascade Artificial Neural Network

Short-Term Load Forecasting Based on Process Neural Network

Short-term load forecasting based on wavelet neural network

Short-term Load Forecasting Based on Support Vector Machine

Short-Term Load Forecasting Based on Improved BP Neural Network

Short-term Load Forecast Method Based on Fuzzy Logic and Neural Network

Short-term load forecasting based on fuzzy cluster and RBF network

Study on Forecasting Approach to Short-term Load of SVM Based on Data Mining

Short-Term Load Forecasting Based on Fuzzy Neural Network

Application of Short-term Load Forecasting Based on ANN: a Survey

Study on Short-term Load Forecasting Based on Wavelet Network

A New Method to Forecast Regional Short-Term Load Based on Similar Load Point

A short-term load forecasting method based on decision-tree approaches

A short-term load forecasting approach based on PSO support vector machine

Short-Term Load Forecasting Based on Neural Network

Short-term load forecast of power system based on Kalman filter

Short term load forecasting based on RBF neural network

Short-term Load Forecasting with ANN Based on Improved CART

An Expert System of Short Term Load Forecasting Based on Sample Inference

Approach to forecast short-term load of SVM based on rough sets

Short-term load forecast based on chaos theory

Short-term Load Forecasting Based on BMPMR