Forecasting power load: A hybrid forecasting method with intelligent data processing and optimized artificial intelligence DOI

Yeming Dai,

Xinyu Yang, Mingming Leng

et al.

Technological Forecasting and Social Change, Journal Year: 2022, Volume and Issue: 182, P. 121858 - 121858

Published: July 13, 2022

Language: Английский

Multi-objective optimization of residential building energy consumption, daylighting, and thermal comfort based on BO-XGBoost-NSGA-II DOI
Chengjin Wu,

Haize Pan,

Zhenhua Luo

et al.

Building and Environment, Journal Year: 2024, Volume and Issue: 254, P. 111386 - 111386

Published: March 7, 2024

Language: Английский

Citations

46
Support vector regression optimized by meta-heuristic algorithms for daily streamflow prediction DOI
Anurag Malik, Yazid Tikhamarine, Doudja Souag-Gamane

et al.

Stochastic Environmental Research and Risk Assessment, Journal Year: 2020, Volume and Issue: 34(11), P. 1755 - 1773

Published: Sept. 11, 2020

Language: Английский

Citations

119
An efficient approach for damage identification based on improved machine learning using PSO-SVM DOI
Thanh Cuong‐Le, Trong Nghia-Nguyen, Samir Khatir

et al.

Engineering With Computers, Journal Year: 2021, Volume and Issue: 38(4), P. 3069 - 3084

Published: Feb. 20, 2021

Language: Английский

Citations

103
Multi-objective adaptive differential evolution for SVM/SVR hyperparameters selection DOI
Carlos Eduardo da Silva Santos, Renato Coral Sampaio, Leandro dos Santos Coelho

et al.

Pattern Recognition, Journal Year: 2020, Volume and Issue: 110, P. 107649 - 107649

Published: Sept. 11, 2020

Language: Английский

Citations

90
Operational Carbon Change in Commercial Buildings under the Carbon Neutral Goal: A LASSO–WOA Approach DOI Creative Commons

Xiwang Xiang,

Xin Ma,

Zhili Ma

et al.

Buildings, Journal Year: 2022, Volume and Issue: 12(1), P. 54 - 54

Published: Jan. 6, 2022

The rapid growth of energy consumption in commercial building operations has hindered the pace carbon emission reduction sector China. This study used historical data to model emissions operations, LASSO regression was applied estimate results, and whale optimization algorithm optimize nonlinear parameter. key findings show following: (1) major driving forces from buildings China were found be population size intensity emissions, their elastic coefficients 0.6346 0.2487, respectively. (2) peak 1264.81 MtCO2, year estimated 2030. Overall, this analyzed levels prospective peaks China’s a new perspective. research results are helpful for governments decision makers formulate effective policies can also provide references low-carbon development other countries regions.

Language: Английский

Citations

47
Online modeling and prediction of maritime autonomous surface ship maneuvering motion under ocean waves DOI
Lijia Chen,

Peiyi Yang,

Shigang Li

et al.

Ocean Engineering, Journal Year: 2023, Volume and Issue: 276, P. 114183 - 114183

Published: March 18, 2023

Language: Английский

Citations

29
Forecasting Chinese economic growth, energy consumption, and urbanization using two novel grey multivariable forecasting models DOI

Changrong Wang,

Yun Cao

Journal of Cleaner Production, Journal Year: 2021, Volume and Issue: 299, P. 126863 - 126863

Published: March 30, 2021

Language: Английский

Citations

47
Interpretable knowledge-guided framework for modeling reservoir water-sensitivity damage based on Light Gradient Boosting Machine using Bayesian optimization and hybrid feature mining DOI
Keming Sheng, Guancheng Jiang, Mingliang Du

et al.

Engineering Applications of Artificial Intelligence, Journal Year: 2024, Volume and Issue: 133, P. 108511 - 108511

Published: April 27, 2024

Language: Английский

Citations

8
Swarm-based support vector machine optimization for protein sequence-encoded prediction DOI
Prasanalakshmi Balaji, Kartik Srinivasan,

R Mahaveerakannan

et al.

International Journal of Data Science and Analytics, Journal Year: 2024, Volume and Issue: unknown

Published: April 30, 2024

Language: Английский

Citations

7
A new COVID-19 classification approach based on Bayesian optimization SVM kernel using chest X-ray datasets DOI

M. Lakshmi,

Raja Das, B. Murali Manohar

et al.

Evolving Systems, Journal Year: 2024, Volume and Issue: 15(4), P. 1521 - 1540

Published: April 2, 2024

Language: Английский

Citations

6