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Apply and optimize machine learning algorithms for estimating battery health
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Final Year Project / Dissertation / Thesis -
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Adaptive Similarity Component Analysis in Nonparametric Dynamic Environment
Published 2011“…Consequently, the proposed adaptive feature extraction technique and neighborhood-based classifier family are tightly integrated in an adaptive K-nearest neighbor classifier.…”
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Thesis -
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A memory-guided Jaya algorithm to solve multi-objective optimal power flow integrating renewable energy sources
Published 2025“…A smart memory-based strategy is incorporated into the algorithm to enhance solution optimality, convergence properties, and exploitation capabilities. …”
Review -
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Advancing Predictive Maintenance: Median-Based Particle Filtering in MOSFET Prognostics
Published 2025“…The model used a genetic algorithm to control when and how many particles were adaptively resampled applying different weighted strategies (mean or median) in response of the stochastic system deterioration. …”
Article -
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Performance Modeling And Size Optimization Of A Standalone Photovoltaic System
Published 2013“…The adapted global radiation model is different from available models as it incorporates the site specific and environmnetal parameters, which considered as influential input variables. …”
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Thesis -
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Techno-economic evaluation of off-grid hybrid renewable energy system for rural resort electrification in Malaysia / Monowar Hossain
Published 2017“…The estimated peak and average load per day for the resort are 1,185 kW and 13,048 kW respectively. …”
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Thesis -
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Adaptive sine-cosine algorithms for global optimization
Published 2018“…This paper introduces improved versions of a Sine-Cosine algorithm called Adaptive Sine-Cosine algorithms. …”
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Conference or Workshop Item -
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Heterogenous adaptive ant colony optimization with 3-opt local search for the travelling salesman problem
Published 2020“…Therefore, this study introduces an adaptive approach to a heterogeneous ant colony population that evolves the alpha and beta controlling parameters for ant colony optimization (ACO) to locate near-optimal solutions. …”
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Article -
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Adaptive mechanism for enhanced performance of shark smell optimization / Nur Atharah Kamarzaman, Shahril Irwan Sulaiman and Intan Rahayu Ibrahim
Published 2021“…Thus, a new adaptive shark smell optimization (ASSO) is proposed to improve the convergence efficiency of standard SSO algorithm. …”
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Article -
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Adaptable algorithms for performance optimization of dynamic batch manufacturing processes
Published 2018“…This thesis investigates different approaches of integrating hybrid adaptable intelligent algorithms to accommodate the concept of precision optimization via simulated models of industry-scale and pilot-scale. …”
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Thesis -
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An Optimal Design of Moving Objects Tracking Algorithm on FPGA
Published 2012“…The system implements a large amount of operations in order to apply a tracking algorithm called Adaptive Hybrid Difference. …”
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Conference or Workshop Item -
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An optimal design of moving objects tracking algorithm on FPGA
Published 2010“…The system implements a large amount of operations in order to apply a tracking algorithm called Adaptive Hybrid Difference. …”
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Conference or Workshop Item -
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Modified ACS centroid memory for data clustering
Published 2019“…Ant Colony Optimization (ACO) is a generic algorithm, which has been widely used in different application domains due to its simplicity and adaptiveness to different optimization problems. …”
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Article -
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Novel parameter extraction for single, double, and three diodes photovoltaic models based on robust adaptive arithmetic optimization algorithm and adaptive damping method of Berndt...
Published 2022“…In this work, we present a robust adaptive Arithmetic Optimization Algorithm based on the adaptive damping Berndt-hall-hall-Hausman (RaAOAAdBHHH) approach to efficacity determine the parameters of the single, double, and three diode PV model. …”
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An optimal design of moving objects tracking algorithm on FPGA
Published 2012“…The system implements a large amount of operations in order to apply a tracking algorithm called Adaptive Hybrid Difference. …”
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Conference or Workshop Item -
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Recent Evolutionary Algorithm Variants for Combinatorial Optimization Problem
Published 2023“…The evolutionary algorithm has been extensively used to solve a range of combinatorial optimization problems. …”
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Article -
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Adaptive Network Fuzzy Inference System (ANFIS) Handoff Algorithm
Published 2009“…This paper proposes a newer approach using Adaptive Network Fuzzy Inference System (ANFIS) where the training element is incorporated into the existing fuzzy handoff algorithm.…”
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