Works matching DE "LOAD forecasting (Electric power systems)"

Results: 1298

ENHANCING PATTERN SEQUENCE-BASED FORECASTS: A MODIFIED STRATEGY RELATIVE TO ELECTRICAL LOAD.

Published in:

Reliability: Theory & Applications, 2025, v. 20, p. 301

By:

Annamareddi, Suseelatha;
Gopinathan, Sudheer

Publication type:

Article

A Novel Approach for Forecasting and Scheduling Building Load through Real-Time Occupant Count Data.

Published in:

Arabian Journal for Science & Engineering (Springer Science & Business Media B.V. ), 2025, v. 50, n. 10, p. 7375, doi. 10.1007/s13369-024-09296-9

By:

Rafiq, Iqra;
Mahmood, Anzar;
Ahmed, Ubaid;
Aziz, Imran;
Khan, Ahsan Raza;
Razzaq, Sohail

Publication type:

Article

Short-Term Power Load Prediction of VMD-LSTM Based on ISSA Optimization.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 9, p. 5037, doi. 10.3390/app15095037

By:

Wu, Shuai;
Cai, Huafeng

Publication type:

Article

An Intelligent Method for Day-Ahead Regional Load Demand Forecasting via Machine-Learning Analysis of Energy Consumption Patterns Across Daily, Weekly, and Annual Scales.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 9, p. 4717, doi. 10.3390/app15094717

By:

Borunda, Monica;
Vega, Arturo Ortega;
Garduno, Raul;
Conde, Luis;
Medina, Manuel Adam;
Aparicio, Jeannete Ramírez;
Cacho, Lorena Magallón;
Jaramillo, O. A.

Publication type:

Article

An Improved Short-Term Electricity Load Forecasting Method: The VMD–KPCA–xLSTM–Informer Model.

Published in:

Energies (19961073), 2025, v. 18, n. 9, p. 2240, doi. 10.3390/en18092240

By:

You, Jiawen;
Cai, Huafeng;
Shi, Dadian;
Guo, Liwei

Publication type:

Article

Short-term Load Forecasting with Transformer Based on Fusion CNN-BiGRU.

Published in:

IAENG International Journal of Computer Science, 2025, v. 52, n. 5, p. 1344

By:

Tao Xie;
Zhongchuang Xiao;
Xiaojun He;
Yinchun Fan

Publication type:

Article

Short-Term Electricity Load Forecasting Based on GWO-VMD-ISSA-LSTM Model.

Published in:

IAENG International Journal of Applied Mathematics, 2025, v. 55, n. 5, p. 1213

By:

Qian Li;
Yuan Cao

Publication type:

Article

基于模糊逻辑的FBiLSTM-Attention 短期负荷预测.

Published in:

Journal of Hebei University of Science & Technology, 2025, v. 46, n. 1, p. 41, doi. 10.7535/hbkd.2025yx01005

By:

张岩;
康泽鹏;
高晓芝;
杨楠;
王昭雷

Publication type:

Article

Fuzzy support vector regressions for short-term load forecasting.

Published in:

Fuzzy Optimization & Decision Making, 2024, v. 23, n. 3, p. 363, doi. 10.1007/s10700-024-09425-x

By:

Luo, Jian;
Zheng, Yukai;
Hong, Tao;
Luo, An;
Yang, Xueqi

Publication type:

Article

Using local learning with fuzzy transform: application to short term forecasting problems.

Published in:

Fuzzy Optimization & Decision Making, 2020, v. 19, n. 1, p. 13, doi. 10.1007/s10700-019-09311-x

By:

Loia, Vincenzo;
Tomasiello, Stefania;
Vaccaro, Alfredo;
Gao, Jinwu

Publication type:

Article

Accurate and efficient stability prediction for milling operations using the Legendre-Chebyshev-based method.

Published in:

International Journal of Advanced Manufacturing Technology, 2020, v. 107, n. 1/2, p. 247, doi. 10.1007/s00170-020-05040-3

By:

Qin, Chengjin;
Tao, Jianfeng;
Xiao, Dengyu;
Shi, Haotian;
Ling, Xiao;
Liu, Chengliang

Publication type:

Article

Surface morphology prediction model for milling operations.

Published in:

International Journal of Advanced Manufacturing Technology, 2020, v. 106, n. 7/8, p. 3189, doi. 10.1007/s00170-019-04687-x

By:

Torta, Mattia;
Albertelli, Paolo;
Monno, Michele

Publication type:

Article

Hybrid data-driven physics-based model fusion framework for tool wear prediction.

Published in:

International Journal of Advanced Manufacturing Technology, 2019, v. 101, n. 9-12, p. 2861, doi. 10.1007/s00170-018-3157-5

By:

Hanachi, Houman;
Yu, Wennian;
Kim, Il Yong;
Liu, Jie;
Mechefske, Chris K.

Publication type:

Article

A tool breakage monitoring method for end milling based on the indirect electric data of CNC system.

Published in:

International Journal of Advanced Manufacturing Technology, 2019, v. 101, n. 1-4, p. 419, doi. 10.1007/s00170-018-2735-x

By:

Xu, Guangda;
Chen, Jihong;
Zhou, Huicheng

Publication type:

Article

Short-term electrical load forecasting based on multi-granularity time augmented learning.

Published in:

Electrical Engineering, 2025, v. 107, n. 3, p. 3337, doi. 10.1007/s00202-024-02698-w

By:

Chu, Junjia;
Wei, Chuyuan;
Li, Jinzhe;
Lu, Xiaowen

Publication type:

Article

Short-term load forecasting method based on fuzzy optimization combined model of load feature recognition.

Published in:

Electrical Engineering, 2025, v. 107, n. 1, p. 513, doi. 10.1007/s00202-024-02539-w

By:

Xie, Yigong;
Zhu, Xinchun;
Wu, Yang;
Liu, Shuangquan;
Lin, Shengzhen;
Xie, Yuxing;
Xie, Min

Publication type:

Article

Short-term load forecasting based on empirical wavelet transform and random forest.

Published in:

Electrical Engineering, 2022, v. 104, n. 6, p. 4433, doi. 10.1007/s00202-022-01628-y

By:

Fan, Guo-Feng;
Peng, Li-Ling;
Hong, Wei-Chiang

Publication type:

Article

An innovative method-based CEEMDAN–IGWO–GRU hybrid algorithm for short-term load forecasting.

Published in:

Electrical Engineering, 2022, v. 104, n. 5, p. 3137, doi. 10.1007/s00202-022-01533-4

By:

Chen, Zixing;
Jin, Tao;
Zheng, Xidong;
Liu, Yulong;
Zhuang, Zhiyuan;
Mohamed, Mohamed A.

Publication type:

Article

Urban monthly power load forecasting based on economy-meteorology-gas demand coupling.

Published in:

Electrical Engineering, 2022, v. 104, n. 5, p. 3497, doi. 10.1007/s00202-022-01528-1

By:

Ding, Bin;
Wang, Fan;
Chen, Chen;
Wang, Shizhao

Publication type:

Article

Short-term load forecasting using neural attention model based on EMD.

Published in:

Electrical Engineering, 2022, v. 104, n. 3, p. 1857, doi. 10.1007/s00202-021-01420-4

By:

Meng, Zhaorui;
Xie, Yanqi;
Sun, Jinhua

Publication type:

Article

Intraday time series load forecasting using Bayesian deep learning method—a new approach.

Published in:

Electrical Engineering, 2022, v. 104, n. 3, p. 1697, doi. 10.1007/s00202-021-01411-5

By:

Kiruthiga, D.;
Manikandan, V.

Publication type:

Article

A decomposition-based approximate entropy cooperation long short-term memory ensemble model for short-term load forecasting.

Published in:

Electrical Engineering, 2022, v. 104, n. 3, p. 1515, doi. 10.1007/s00202-021-01389-0

By:

Huang, Jiehui;
Li, Chunquan;
Huang, Zhengyu;
Liu, Peter X.

Publication type:

Article

Fisher information and online SVR-based dynamic modeling methodology for meteorological sensitive load forecasting in smart grids.

Published in:

Electrical Engineering, 2022, v. 104, n. 2, p. 513, doi. 10.1007/s00202-021-01308-3

By:

Cai, Shuping;
Sun, Zhongming;
Yan, Jing;
Tang, Dahai;
Chen, Yan;
Zhou, Ziyue

Publication type:

Article

Short-term electric power load forecasting using random forest and gated recurrent unit.

Published in:

Electrical Engineering, 2022, v. 104, n. 1, p. 307, doi. 10.1007/s00202-021-01376-5

By:

Veeramsetty, Venkataramana;
Reddy, K. Rajeshwar;
Santhosh, M.;
Mohnot, Arjun;
Singal, Gaurav

Publication type:

Article

Power system state forecasting using machine learning techniques.

Published in:

Electrical Engineering, 2022, v. 104, n. 1, p. 283, doi. 10.1007/s00202-021-01328-z

By:

Mukherjee, Debottam;
Chakraborty, Samrat;
Ghosh, Sandip

Publication type:

Article

Day similarity metric model for short-term load forecasting supported by PSO and artificial neural network.

Published in:

Electrical Engineering, 2021, v. 103, n. 6, p. 2973, doi. 10.1007/s00202-021-01286-6

By:

Janković, Zoran;
Selakov, Aleksandar;
Bekut, Duško;
Đorđević, Marija

Publication type:

Article

Multi-objective energy management of smart homes considering uncertainty in wind power forecasting.

Published in:

Electrical Engineering, 2021, v. 103, n. 3, p. 1367, doi. 10.1007/s00202-020-01165-6

By:

Alilou, Masoud;
Tousi, Behrouz;
Shayeghi, Hossein

Publication type:

Article

Long short-term memory-singular spectrum analysis-based model for electric load forecasting.

Published in:

Electrical Engineering, 2021, v. 103, n. 2, p. 1067, doi. 10.1007/s00202-020-01135-y

By:

Neeraj, Neeraj;
Mathew, Jimson;
Agarwal, Mayank;
Behera, Ranjan Kumar

Publication type:

Article

A hybrid prediction model based on improved multivariable grey model for long-term electricity consumption.

Published in:

Electrical Engineering, 2021, v. 103, n. 2, p. 1031, doi. 10.1007/s00202-020-01124-1

By:

Han, Xiaohong;
Chang, Jun

Publication type:

Article

Analytics framework for optimal smart meters data processing.

Published in:

Electrical Engineering, 2020, v. 102, n. 3, p. 1241, doi. 10.1007/s00202-020-00949-0

By:

Alquthami, Thamer;
AlAmoudi, Ahmed;
Alsubaie, Abdullah M.;
Jaber, Abdulrahman Bin;
Alshlwan, Nassir;
Anwar, Murad;
Al Husaien, Shafi

Publication type:

Article

A hybrid transfer learning model for short-term electric load forecasting.

Published in:

Electrical Engineering, 2020, v. 102, n. 3, p. 1371, doi. 10.1007/s00202-020-00930-x

By:

Xu, Xianze;
Meng, Zhaorui

Publication type:

Article

A hybrid short-term load forecasting model developed by factor and feature selection algorithms using improved grasshopper optimization algorithm and principal component analysis.

Published in:

Electrical Engineering, 2020, v. 102, n. 1, p. 437, doi. 10.1007/s00202-019-00886-7

By:

Salami, Mesbaholdin;
Sobhani, Farzad Movahedi;
Ghazizadeh, Mohammad Sadegh

Publication type:

Article

A comparative study of long-term load forecasting techniques applied to Tunisian grid case.

Published in:

Electrical Engineering, 2019, v. 101, n. 4, p. 1235, doi. 10.1007/s00202-019-00859-w

By:

Essallah, Sirine;
Khedher, Adel

Publication type:

Article

Short-term electrical load forecasting using hybrid ANN-DE and wavelet transforms approach.

Published in:

Electrical Engineering, 2018, v. 100, n. 4, p. 2755, doi. 10.1007/s00202-018-0743-3

By:

Salkuti, Surender Reddy

Publication type:

Article

Nigerian 330 kV 38-bus transmission network 10-year expansion planning under probabilistic load forecasts.

Published in:

Electrical Engineering, 2018, v. 100, n. 4, p. 2717, doi. 10.1007/s00202-018-0735-3

By:

Melodi, A. O.;
Momoh, J. A.;
Adeyanju, O. M.

Publication type:

Article

Short-term electrical load forecasting using radial basis function neural networks considering weather factors.

Published in:

Electrical Engineering, 2018, v. 100, n. 3, p. 1985, doi. 10.1007/s00202-018-0678-8

By:

Salkuti, Surender Reddy

Publication type:

Article

Bat algorithm-based back propagation approach for short-term load forecasting considering weather factors.

Published in:

Electrical Engineering, 2018, v. 100, n. 3, p. 1297, doi. 10.1007/s00202-017-0587-2

By:

Reddy, S. Surender

Publication type:

Article

Mean shift densification of scarce data sets in short-term electric power load forecasting for special days.

Published in:

Electrical Engineering, 2017, v. 99, n. 3, p. 881, doi. 10.1007/s00202-016-0424-z

By:

Rego, Liviane;
Sumaili, Jean;
Miranda, Vladimiro;
Francês, Carlos;
Silva, Marcelino;
Santana, Ádamo

Publication type:

Article

LOAD FORECASTING OF CUMULATIVE ENERGY REQUIREMENTS OF COMERCIAL CLUSTERS FOR YEAR 2035 USING ARTIFICIAL NEURAL NETWORK.

Published in:

FUPRE Journal of Scientific & Industrial Research, 2023, v. 7, n. 4, p. 1

By:

ONAH, J. N.;
ODUMA, B. O.;
ONYISHI, D. U.;
UKOR, S. D.

Publication type:

Article

Distributed Collaborative Control of Electricity Load in Distribution Networks Based on Source-Load Uncertainty.

Published in:

Electric Drive, 2024, v. 54, n. 12, p. 54, doi. 10.19457/j.1001-2095.dqcd25658

By:

LI Shunxin;
ZHAO Xuan;
ZHAO Yinan;
YANG Min;
DONG Shaoqiao

Publication type:

Article

Short-term FFBS demand prediction with multi-source data in a hybrid deep learning framework.

Published in:

IET Intelligent Transport Systems (Wiley-Blackwell), 2019, v. 13, n. 9, p. 1, doi. 10.1049/iet-its.2019.0008

By:

Jie Bao;
Hao Yu;
Jiaming Wu

Publication type:

Article

Short-term passenger flow forecast of urban rail transit based on GPR and KRR.

Published in:

IET Intelligent Transport Systems (Wiley-Blackwell), 2019, v. 13, n. 9, p. 1, doi. 10.1049/iet-its.2018.5530

By:

Zhiqiang Guo;
Xin Zhao;
Yaxin Chen;
Wei Wu;
Jie Yang

Publication type:

Article

SVRGSA: a hybrid learning based model for short-term traffic flow forecasting.

Published in:

IET Intelligent Transport Systems (Wiley-Blackwell), 2019, v. 13, n. 9, p. 1, doi. 10.1049/iet-its.2018.5315

By:

Lingru Cai;
Qian Chen;
Weihong Cai;
Xuemiao Xu;
Teng Zhou;
Jing Qin

Publication type:

Article

Ultra‐short‐term photovoltaic power forecasting of multifeature based on hybrid deep learning.

Published in:

International Journal of Energy Research, 2022, v. 46, n. 2, p. 1370, doi. 10.1002/er.7254

By:

Huang, Yanguo;
Zhou, Manguo;
Yang, Xungen

Publication type:

Article

A generalized economic model for optimally selecting forecasted load profiles for measuring demand response in residential energy management system.

Published in:

International Journal of Energy Research, 2021, v. 45, n. 11, p. 16262, doi. 10.1002/er.6857

By:

Jean‐Paul, Peter;
Lie, Tek‐Tjing;
Anderson, Timothy N.;
Vallès, Brice

Publication type:

Article

A novel hybrid deep neural network model for short‐term electricity price forecasting.

Published in:

International Journal of Energy Research, 2021, v. 45, n. 2, p. 2511, doi. 10.1002/er.5945

By:

Huang, Chiou‐Jye;
Shen, Yamin;
Chen, Yung‐Hsiang;
Chen, Hsin‐Chuan

Publication type:

Article

Hybrid renewable energy‐based distribution system for seasonal load variations.

Published in:

International Journal of Energy Research, 2018, v. 42, n. 3, p. 1066, doi. 10.1002/er.3902

By:

Senthil kumar, J.;
Charles Raja, S.;
Srinivasan, Dipti;
Venkatesh, P.

Publication type:

Article

Model‐based approach for planning renewable energy transition in a resource‐constrained electricity system—A case study from India.

Published in:

International Journal of Energy Research, 2018, v. 42, n. 3, p. 1023, doi. 10.1002/er.3892

By:

Amrutha, A. A.;
Balachandra, P.;
Mathirajan, M.

Publication type:

Article

Analysis of photovoltaic mini‐grid systems for remote locations: A techno‐economic approach.

Published in:

International Journal of Energy Research, 2018, v. 42, n. 3, p. 1363, doi. 10.1002/er.3886

By:

Akinyele, Daniel

Publication type:

Article

Analysing the forecast of electricity grid losses.

Published in:

Scientific Bulletin 'Mircea cel Batran' Naval Academy, 2021, v. 24, n. 1, p. 88, doi. 10.21279/1454-864X-21-I1-010

By:

PREOȚESCU, Dan;
OPREA, Simona-Vasilica;
BÂRA, Adela;
OPREA, Niculae

Publication type:

Article