Renewable energy systems, particularly in countries with limited fossil fuel resources, are promising and environmentally sustainable sources of electricity generation. Wind, solar Photovoltaic (PV), biomass gasifier-based systems have gotten much attention recently for providing to energy-deficient areas. However, due the intermittent nature renewable energy, a completely system is unreliable ...

Nowadays, many people worldwide suffer from brain disorders, and their health is in danger. So far, numerous methods have been proposed for the diagnosis of Schizophrenia (SZ) attention deficit hyperactivity disorder (ADHD), among which functional magnetic resonance imaging (fMRI) modalities are known as a popular method physicians. This paper presents an SZ ADHD intelligent detection resting-s...

Solar photovoltaic (SPV) power penetration in dispersed generation systems is constantly rising. Due to the elevated SPV causing a lot of problems system stability, sustainability, reliable electricity production, and quality, it critical forecast using climatic parameters. The suggested model built with meteorological conditions as input parameters, effects such variables on predicted have bee...

When Unmanned Aerial Vehicles (UAVs) are used in search and rescue operations, electro-optical (EO) devices usually as the detection equipment, area coverage is main method. However, sector scanning mode of EO puts forward higher requirements for task parameter planning. First, to ensure there no missing coverage, a method determine full width equipment proposed. Second, constraint interval mod...

Kuang-Hua Hu 1, Fu-Hsiang Chen 2,* and Gwo-Hshiung Tzeng 3 1 Department of Accounting, Nanfang College of Sun Yat-sen University, Wenquan Town, Conghua, Guangzhou 510970, China; [email protected] 2 Department and Graduate School of Accounting, Chinese Culture University, No. 55, Hwa Kang Rd., Yang Ming Shan, Taipei 11114, Taiwan 3 Graduate Institute of Urban Planning, National Taipei Universit...

Abstract An optimization approach is described in the research study that deals with issue of reconfiguration networks built certain conditions power loss reduction and reliability. Furthermore, reconfigured networking system seeks based on criteria affecting limitations. This optimises specific network faults subjecting resources no supply during to avoid effect possess through active losses. ...

Aiming to solve the problems of poor dynamic response characteristics and weak anti-jamming capability conventional proportional–integral–derivative (PID) controlled pump-motor servo system (PMSS) under actual working environment, this study created a brand new hybrid grey wolf optimization (GWO) particle swarm (PSO) algorithm determine best parameters PID controller for PMSS speed control make...

Optimization problems in the Cloud Intrusion Detection System (CIDS) contain numerous conflicting objectives, uni-modal and multi-modal functions difficulty level varying between linear to non-linear limits. The Grey Wolf Optimizer (GWO) is a meta-heuristic technique that implemented based on social behavior of wolves their hunting behavior. Significant improvement exploration exploitation sear...

Due to the large size of conventional electrical power transmission systems and number uncertainties involved, achieving most favourable Transmission Expansion Planning solution turns out be almost impossible. The proposed method intends develop a novel solve problems in electric incorporating renewable energy sources like wind turbines Photo Voltaic array using IEEE 24 Reliability Test System....

In smart homes, the management of energy is gaining huge significance among researchers in recent times. This paper presents a system for predicting power utilization and scheduling household appliances homes. The utilizes combination Grey Wolf optimization (GWO), Convolutional Neural Networks (CNN), Long Short-Term Memory (LSTM) to improve management. GWO algorithm used enhance performance CNN...