Cover Image

Long-term load forecasting using grey wolf optimizer-least-squares support vector machine

Long term load forecasting data is important for grid expansion and power system operation. Besides, it also important to ensure the generation capacity meet electricity demand at all times. In this paper, Least-Square Support Vector Machine (LSSVM) is used to predict the long-term load demand. Four...

Full description

Saved in:

Bibliographic Details
Main Authors:	Yasin Z.M., Salim N.A., Aziz N.F.A., Ali Y.M., Mohamad H.
Other Authors:	57211410254
Format:	Article
Published:	Institute of Advanced Engineering and Science 2023
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Prediction of solar irradiance using grey Wolf optimizer least square support vector machine
by: Yasin, Z.M., et al.
Published: (2020)

Prediction of solar irradiance using grey Wolf optimizer least square support vector machine
by: Yasin Z.M., et al.
Published: (2023)

Long Term Load Forecasting using Grey Wolf Optimizer - Artificial Neural Network
by: Yasin Z.M., et al.
Published: (2023)

Medium term load forecasting using evolutionary programming-least square support vector machine
by: Yasin Z.M., et al.
Published: (2023)

Harmonic Distortion Prediction Model of a Grid -Connected Photovoltaic Using Grey Wolf Optimizer - Least Square Support Vector Machine
by: Yasin Z.M., et al.
Published: (2023)

Rice Predictive Analysis Mechanism Utilizing Grey Wolf Optimizer-Least Squares Support Vector Machines
by: Zuriani, Mustaffa, et al.
Published: (2015)

Short term forecasting based on hybrid least squares support vector machines
by: Zuriani, Mustaffa, et al.
Published: (2018)

An Application of Grey Wolf Optimizer for Commodity Price Forecasting
by: Zuriani, Mustaffa, et al.
Published: (2015)

Streamflow forecasting using least-squares support vector machines
by: Shabri, Ani, et al.
Published: (2012)

An accurate medium-term load forecasting based on hybrid technique
by: Yasin Z.M., et al.
Published: (2023)

An application of grey wolf optimizer for commodity price forecasting
by: Mustaffa, Zuriani, et al.
Published: (2015)

Short term traffic forecasting based on hybrid of firefly algorithm and least squares support vector machine
by: Yusof, Yuhanis, et al.
Published: (2015)

A hybrid method of least square support vector machine and bacterial foraging optimization algorithm for medium term electricity price forecasting
by: Razak I.A.W.A., et al.
Published: (2023)

FORECASTING MODEL OF ENERGY CONSUMPTION USING LEAST SQUARES SUPPORT VECTOR MACHINES
by: SARJIT SINGH, ARVINDER SINGH A/L
Published: (2012)

Hybrid least squares support vector machines for short term predictive analysis
by: Zuriani, Mustaffa, et al.
Published: (2017)

Short-term load forecasting using least squares support vector machine / Abdul Zamer Afiq Abd Razak
by: Abd Razak, Abdul Zamer Afiq
Published: (2014)

Time Series Forecasting of Energy Commodity using Grey Wolf Optimizer
by: Zuriani, Mustaffa, et al.
Published: (2015)

Time series forecasting of energy commodity using grey wolf optimizer
by: Yusof, Yuhanis, et al.
Published: (2015)

Long term load forecasting using least-square regression based on gross domestic product (GDP) / Mohd Alhamzi Samah
by: Samah, Mohd Alhamzi
Published: (2007)

Application of hybrid GMDH and least square support vector machine in energy consumption forecasting
by: Ahmad, Ahmad Sukri, et al.
Published: (2012)

Hybridizing GMDH and least squares SVM support vector machine for forecasting tourism demand
by: Samsudin, Ruhaidah, et al.
Published: (2010)

A review on optimization of least squares support vector machine for time series forecasting
by: Yusof, Yuhanis, et al.
Published: (2016)

A hybrid GMDH and least squares support vector machines in time series forecasting
by: Samsudin, Ruhaidah, et al.
Published: (2011)

NEXT-HOUR ELECTRICITY PRICE FORECASTING USING LEAST SQUARES SUPPORT VECTOR MACHINE AND GENETIC ALGORITHM
by: Razak I.A.W.A., et al.
Published: (2023)

An hour ahead electricity price forecasting with least square support vector machine and bacterial foraging optimization algorithm
by: Razak I.A.W.A., et al.
Published: (2023)

Application of a hybrid of least square support vector machine and artificial bee colony for building load forecasting
by: Mat Daut, M. A., et al.
Published: (2016)

A hybrid least squares support vector machines and GMDH approach for river flow forecasting
by: Samsudin, Ruhaidah, et al.
Published: (2010)

Time series forecasting using least square support vector machine for Canadian Lynx data
by: Shabri, Ani, et al.
Published: (2014)

Empirical mode decomposition-least squares support vector machine based for water demand forecasting
by: Shabri, Ani, et al.
Published: (2015)

Empirical mode decomposition with least square support vector machine model for river flow forecasting
by: Ismail, Shuhaida
Published: (2016)

Empirical Mode Decomposition Coupled with Least Square Support Vector Machine for River Flow Forecasting
by: Ismail, Shuhaida, et al.
Published: (2015)

Fishery landing forecasting using EMD-based least square support vector machine models
by: Shabri, Ani
Published: (2015)

Stream flow forecasting using principal component analysis and least square support vector machine
by: Ismail, Shuhaida, et al.
Published: (2014)

Niching grey wolf optimizer for multimodal optimization problems
by: Ahmed, R., et al.
Published: (2021)

Niching grey wolf optimizer for multimodal optimization problems
by: Ahmed, R., et al.
Published: (2021)

A hybrid model of self organizing maps and least square support vector machine for river flow forecasting
by: Ismail, S., et al.
Published: (2012)

Particle swarm optimization for least square support vector machine in medium-term electricity price prediction
by: Wan Abdul Razak, Intan Azmira, et al.
Published: (2021)

Exchange rate forecasting using modified empirical mode decomposition and least squares support vector machine
by: Abdul Rashid, Nur Izzati, et al.
Published: (2016)

Enhanced artificial bee colony for training least squares support vector machines in commodity price forecasting
by: Mustaffa, Zuriani, et al.
Published: (2014)

A hybridization of enhanced artificial bee colony-least squares support vector machines for price forecasting
by: Mustaffa, Zuriani, et al.
Published: (2012)