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Advanced Search Results For "PARTICLE swarm optimization"

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 "PARTICLE swarm optimization"
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A new knowledge-guided multi-objective optimisation for the multi-AGV dispatching problem in dynamic production environments.

Publication Type: Academic Journal

Source(s): International Journal of Production Research. Sep2023, Vol. 61 Issue 17, p6030-6051. 22p. 1 Diagram, 8 Charts, 6 Graphs.

Abstract: The efficiency of material supply for workstations using Automatic Guided Vehicles (AGVs) is largely determined by the performance of the AGV dispatching scheme. This paper proposes a new solution approach for the AGV dispatching problem (AGVDP) for ma...

A Particle Swarm Optimization–Adaptive Weighted Delay Velocity-Based Fast-Converging Maximum Power Point Tracking Algorithm for Solar PV Generation System.

Publication Type: Academic Journal

Source(s): Sustainability (2071-1050). Nov2023, Vol. 15 Issue 21, p15335. 35p.

Abstract: Photovoltaic (PV) arrays have a considerably lower output when exposed to partial shadowing (PS). Whilst adding bypass diodes to the output reduces PS's impact, this adjustment causes many output power peaks. Because of their tendency to converge to lo...

Overlay Optimization Algorithm for Directed Sensor Networks with Virtual Force and Particle Swarm Optimization Synergy.

Publication Type: Academic Journal

Source(s): Electronics (2079-9292). Oct2023, Vol. 12 Issue 20, p4332. 16p.

Abstract: In this study, a novel algorithm for optimizing the coverage of directed sensor networks is proposed. The deployment of sensor networks is typically random, leading to the potential issues of extensive coverage overlaps and blind areas. To address this...

Dynamical Sphere Regrouping Particle Swarm Optimization: A Proposed Algorithm for Dealing with PSO Premature Convergence in Large-Scale Global Optimization.

Publication Type: Academic Journal

Source(s): Mathematics (2227-7390). Oct2023, Vol. 11 Issue 20, p4339. 40p.

Abstract: Optimizing large-scale numerical problems is a significant challenge with numerous real-world applications. The optimization process is complex due to the multi-dimensional search spaces and possesses several locally optimal regions. In response to thi...

Optimal Sizing of Renewable Energy Communities: A Multiple Swarms Multi-Objective Particle Swarm Optimization Approach.

Publication Type: Academic Journal

Source(s): Energies (19961073). Nov2023, Vol. 16 Issue 21, p7227. 33p.

Abstract: Renewable energy communities have gained popularity as a means of reducing carbon emissions and enhancing energy independence. However, determining the optimal sizing for each production and storage unit within these communities poses challenges due to...

Hybrid Butterfly Optimization and Particle Swarm Optimization Algorithm-Based Constrained Multi-Objective Nonlinear Planetary Gearbox Optimization.

Publication Type: Academic Journal

Source(s): Applied Sciences (2076-3417). Nov2023, Vol. 13 Issue 21, p11682. 28p.

Abstract: The multi-objective optimization (MOO) of a planetary gearbox is a challenging optimization problem, which includes simultaneous minimization of a number of conflicting objectives including gearbox volume, contact ratio, power loss, etc., and at the sa...

Drilling Parameters Multi-Objective Optimization Method Based on PSO-Bi-LSTM.

Publication Type: Academic Journal

Source(s): Applied Sciences (2076-3417). Nov2023, Vol. 13 Issue 21, p11666. 14p.

Abstract: The increasing exploration and development of complex oil and gas fields pose challenges to drilling efficiency and safety due to the presence of formations with varying hardness, abrasiveness, and rigidity. Consequently, there is a growing demand for ...

Based on Sliding Mode and Adaptive Linear Active Disturbance Rejection Control for a Magnetic Levitation System.

Publication Type: Academic Journal

Source(s): Journal of Sensors. 10/31/2023, p1-20. 20p.

Abstract: The magnetic levitation system has evident advantages in reducing energy consumption, but its nonlinear characteristics increase the difficulty of control. This study proposes a control method that combines the improved particle swarm optimisation algo...

A Comparative Study of Particle Swarm Optimization and Artificial Bee Colony Algorithm for Numerical Analysis of Fisher's Equation.

Publication Type: Academic Journal

Source(s): Discrete Dynamics in Nature & Society. 10/18/2023, p1-10. 10p.

Abstract: The aim of this research work is to obtain the numerical solution of Fisher's equation using the radial basis function (RBF) with pseudospectral method (RBF-PS). The two optimization techniques, namely, particle swarm optimization (PSO) and artificial ...

An Emergency Coordinated Control Strategy to Improve the Transient Stability of a Single-Ended Distribution Network with Flexible Interconnection Channel Blocking.

Publication Type: Academic Journal

Source(s): Sensors (14248220). Oct2023, Vol. 23 Issue 20, p8467. 20p.

Abstract: Based on the scenario of high-penetration distributed photovoltaic connected to an AC/DC distribution network, this paper analyzes the dynamic characteristics of frequency and voltage in a distribution network after the blocking failure of the flexible...