Decomposition-reconstruction-optimization framework for hog price forecasting: Integrating STL, PCA, and BWO-optimized BiLSTM. [PDF]
PLoS ONEThis study constructs a multi-stage hybrid forecasting model using hog price time series data and its influencing factors to improve prediction accuracy.
Xiangjuan Liu +4 more
doaj +2 more sources
Applied System InnovationDue to the prevalent challenges of inadequate accuracy, unstandardized parameters, and suboptimal efficiency with regard to icing prediction, this study introduces an innovative online method for icing prediction based on Robust STL–BTSF and IBWO–LSSVR ...
Qiang Li +5 more
doaj +2 more sources
IEEE AccessDemand side management (DSM) involves technologies and strategies that allow customers to actively participate in the optimization of their energy usage patterns, ultimately contributing to a more sustainable and efficient energy system.
Heba Youssef +4 more
doaj +2 more sources
Hybrid beluga whale optimization based MPPT for photovoltaic powered open end winding induction motor drives. [PDF]
Sci RepThis paper presents a novel Hybrid Beluga Whale Optimization (HBWO) algorithm enhanced with multi-strategy mechanisms for Maximum Power Point Tracking (MPPT) in photovoltaic (PV) systems integrated with an Open-End Winding Induction Motor (OEWIM) drive ...
Kothapalli B, Sundar Rajan GT.
europepmc +2 more sources
Blueberry bruise non-destructive detection based on hyperspectral information fusion combined with multi-strategy improved Beluga Whale Optimization algorithm [PDF]
Frontiers in Plant ScienceXiaoxiong Sun, Dayang Liu
exaly +2 more sources
An improved multi-strategy beluga whale optimization for global optimization problems
Mathematical Biosciences and Engineering, 2023 <abstract> <p>This paper presents an improved beluga whale optimization (IBWO) algorithm, which is mainly used to solve global optimization problems and engineering problems. This improvement is proposed to solve the imbalance between exploration and exploitation and to solve the problem of insufficient convergence accuracy and speed of ...
Hongmin Chen +6 more
openaire +3 more sources
Piece-Wise Linear Chaotic Mapping-based Beluga Whale Optimization Algorithm-based Indoor Activity Monitoring for Elderly and Visually Impaired Persons [PDF]
, 2023 Currently, the methods of mobile communications and Internet of Things (IoT) are designed to collect human and environmental data for various intelligent applications and services. Remote monitoring of disabled and elderly people living in smart homes is
Jaber S. Alzahrani +2 more
core +1 more source
VMD-LSTM Short-term Wind Speed Prediction Model Based on BWO and WOA [PDF]
Zhengzhou Daxue xuebao. Gongxue banIn view of the power fluctuation and randomness existing in the operation of wind turbine networks, to improve the accuracy of wind speed prediction and the stability of wind turbine operation, in this study a VMDLSTM short-term wind speed prediction ...
JIA Shihui +3 more
doaj +1 more source
ELM model for forecasting MSWI.
, 2023 The Great Lakes are critical freshwater sources, supporting millions of people, agriculture, and ecosystems. However, climate change has worsened droughts, leading to significant economic and social consequences.
Norinah Abd Rahman (17310374) +4 more
core +1 more source
Hyperparameters of the applied models.
, 2023 The Great Lakes are critical freshwater sources, supporting millions of people, agriculture, and ecosystems. However, climate change has worsened droughts, leading to significant economic and social consequences.
Norinah Abd Rahman (17310374) +4 more
core +1 more source