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Optimizing HVAC&R System Efficiency and Comfort Levels Using Machine Learning-Based Control Methods
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162
Grey Wolf Optimization Algorithm-Based Hybrid Energy Storage System Controller Design for Electric Vehicles
Published 2024-09-01“…These systems can improve energy efficiency, reduce charging times, and extend the driving range of EVs, making them more practical and appealing to consumers. In this study, a new controller design is realized using the grey wolf optimization (GWO) algorithm, and the energy consumption demands of EV HESS are optimized with the designed system. …”
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Optimal Transient Control Scheme for Grid-Forming Permanent Magnet Synchronous Generator-Based Wind Farms
Published 2025-05-01“…In this paper, an optimal transient control (OTC) scheme is proposed to improve the transient stability of the grid-forming (GFM) wind farm (WF) based on the transient stability of the WTs. …”
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165
Vibration Robust Optimal Semi-Active Control of Multi-Dimensional Vibration Isolator Based on Parallel Mechanism
Published 2025-05-01“…The isolation performance is affected by mass uncertain factor most obviously. The robust optimal semi-active control algorithm is more effective than the LQR algorithm with uncertain factors.…”
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166
Multi-objective optimization to manage reservoir water quality and quantity via selective withdrawal and watershed control
Published 2022-05-01“…Two strategies were used to control reservoir outflow quality: (1) reservoir inflow control with Best Management Practices (BMPs) in the watershed and (2) outflow management by reservoir operational strategy. …”
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167
Enhancing Load frequency control in power systems using Puma Optimizer – Proportional Integral Derivative Method
Published 2025-03-01“…The control parameters of LFC must be optimally adjusted for stable system operation. …”
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168
Controlling Engine Load Distribution in LNG Ship Propulsion Systems to Optimize Gas Emissions and Fuel Consumption
Published 2025-01-01“…This paper demonstrates the robustness of the model in balancing environmental and operational objectives and presents an effective approach for more sustainable and efficient ship operations. The results are in line with global sustainability efforts and provide valuable insights for future innovations in energy optimization and ship emission control.…”
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Metaheuristic-Tuned Droop Control for PV-Based DC Microgrid Optimization Under Dynamic Load Conditions
Published 2025-01-01“…Metaheuristic optimization improves PV-based DC microgrid control. …”
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Optimal Control Scheme of Electric Vehicle Charging Using Combined Model of XGBoost and Cumulative Prospect Theory
Published 2024-12-01“…Since the charging control optimizer with XPaC incorporates real-world operational data and uses actual records for analysis, it is expected to provide a robust solution for managing the demand arising from the rapid growth of electric vehicles, while operating within the constraints of limited energy resources.…”
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Optimizing transient gas network control for challenging real-world instances using MIP-based heuristics
Published 2024-05-01“…Optimizing the transient control of gas networks is a highly challenging task. …”
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Grid-Integrated Dual Wind Turbine System Using SEPIC Converter with Whale Optimized PI Controller
Published 2025-02-01“…These attained outcomes are found to be more efficient when compared to other existing converters and optimized controllers thereby satisfying the objectives of meeting desired voltage demands of grid and achieving highly stabilized output power. …”
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Research into performance optimization control strategy of a hydrostatic drive bulldozer based on the constant speed cruise
Published 2025-07-01“…This strategy achieves optimal overall machine efficiency under cruise control by adjusting the engine throttle and the displacement of the hydraulic pump and motor. …”
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Performance analysis and feed location optimization for enhanced isolation and polarization control in dual differentially fed antennas
Published 2025-09-01“…This relation favors optimal pair-to-pair isolation over ideal impedance-matching conditions. …”
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