Results 61 to 70 of about 319 (155)

Design of advanced intrusion detection in cybersecurity using ensemble of deep learning models with an improved beluga whale optimization algorithm

Alexandria Engineering Journal
The rapid growth and evolution of the Internet over the last few decades caused more concern about frequently changing and increasing cyberattacks. The Intrusion Detection System (IDS) is a powerful tool applied in cybersecurity methods to identify and ...
Fatimah Alhayan, Nuha Alruwais, Mohammad Alamgeer, Abdullah M. Alashjaee, Monir Abdullah, Alaa O. Khadidos, Fouad Shoie Alallah, Abdulrhman Alshareef   +7 more
doaj   +1 more source

An improved deep learning model for soybean future price prediction with hybrid data preprocessing strategy [PDF]

Frontiers of Agricultural Science and Engineering
The futures trading market is an important part of the financial markets and soybeans are one of the most strategically important crops in the world. How to predict soybean future price is a challenging topic being studied by many researchers. This paper
Dingya CHEN, Hui LIU, Yanfei LI, Zhu DUAN   +3 more
doaj   +1 more source

Edge–Region Collaborative Segmentation of Potato Leaf Disease Images Using Beluga Whale Optimization Algorithm with Danger Sensing Mechanism

Agriculture
Precise detection of potato diseases is critical for food security, yet traditional image segmentation methods struggle with challenges including uneven illumination, background noise, and the gradual color transitions of lesions under complex field ...
Jin-Ling Bei, Ji-Quan Wang
doaj   +1 more source

Optimization of NTMDI parameters using metaheuristic algorithms and spectral analysis for seismic response mitigation

Discover Civil Engineering
This study explores the optimization of parameters for a Nonlinear Tuned Mass Damper Inerter (NTMDI) system by employing six advanced optimization algorithms: Slim Mould Algorithm (SMA), Beluga Whale Optimization (BWO), Artificial Bee Colony (ABC ...
Mohammad Alibabaei Shahraki
doaj   +1 more source

Configuration and dimension optimization of active power Filter in distribution networks using a Multi-Strategy improved algorithm

International Journal of Electrical Power & Energy Systems
With the growing integration of electric vehicles, smart grids, and power electronics in power systems, harmonic distortion is becoming a pressing concern, degrading power quality and causing equipment issues that may lead to grid failures.
Tang Bo, Liang Haidong, Yue Xiwen, Zhu Ruijin   +3 more
doaj   +1 more source

Optimal Scheduling Study of Hydro–Solar Complementary System Based on Improved Beluga Whale Algorithm

Water
The optimization scheduling model of the hydro–solar complementary system has the characteristics of high dimension, nonlinearity, strong constraints, etc., and it is difficult to solve. In view of this problem, this paper proposes an Improved Beluga Whale Optimization to solve the model.
Xiaofeng Yuan, Hui Qin, Wei Cao, Taiheng Zhang, Xinqiang Niu   +4 more
openaire   +1 more source

Optimal Charging Current Protocol with Multi-Stage Constant Current Using Dandelion Optimizer for Time-Domain Modeled Lithium-Ion Batteries

Applied Sciences
This study utilized a multi-stage constant current (MSCC) charge protocol to identify the optimal current pattern (OCP) for effectively charging lithium-ion batteries (LiBs) using a Dandelion optimizer (DO).
Seongik Han
doaj   +1 more source

Optimization of drama teaching strategies driven by deep reinforcement learning

Discover Artificial Intelligence
Traditional teaching strategies often fail to dynamically adapt leading to suboptimal student engagement. However, traditional teaching strategies often fail to dynamically adapt to diverse classroom conditions, leading to suboptimal student engagement ...
Zihua Wang
doaj   +1 more source

A bi-layer optimization method of the grid-connected microgrid based on the multi-strategy of the beluga whale algorithm

Frontiers in Energy Research
Endeavoring to enhance the penetration rate of renewable energy sources, concurrently ensuring economic and operational stability, this study proposes a novel bi-layer optimization method of the wind–solar-storage AC/DC microgrid (MG).
Xianjing Zhong, Xianbo Sun, Yuhan Wu
doaj   +1 more source

A Bi-Level Capacity Optimization Method for Hybrid Energy Storage Systems Combining the IBWO and MVMD Algorithms

Energies
With the swift evolution of renewable energy technologies, the design and optimization of microgrids have emerged as vital components for fostering energy transition and promoting sustainable development.
Qiaoqiao Xing, Shidong Li, Da Qiu, Yang Long, Qinyi Liao, Xiangjin Yin, Yunxiang Li, Kai Qian   +7 more
doaj   +1 more source