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Development of classification model between clean water and polluted water based on capacitance properties using Levenberg Marquardt (LM) algorithm of artificial neural network / M...
Published 2020“…This project is about using the Levenberg Marquardt algorithm in Artificial Neural Network (ANN) to classified between clean and polluted water. …”
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Student Project -
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An interactive analytics approach for sustainable and resilient case studies: a machine learning perspective
Published 2023“…To show the methods applicability, this paper uses the proposed algorithm in three sustainable and resilient case studies. …”
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Article -
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MODELLING AND SIMULATION OF AIR POLLUTION EMISSION USING LINE SOURCE DISPERSION MODEL
Published 2009“…In this case, source model of air pollution is identified from line source emission specifically roadway emission. …”
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Final Year Project -
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Extreme air pollutant data analysis using classical and Bayesian approaches
Published 2015“…In many cases, the pollutants are responsible for huge impacts on economic performances. …”
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Thesis -
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Incorporating energy generation process in environmental assessment of a biopharmaceutical process
Published 2015“…A hypothetical large-scale of monoclonal antibody (MAb) production is used as a case study to demonstrate the environmental impact assessment using WAR Algorithm inclusive of PET from WFI and pure steam demand during manufacturing process. …”
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Thesis -
7
Using Particle Swarm Optimization Algorithm in the Distribution System Planning
Published 2013“…In addition, a case study on IEEE 34 bus system has been carried out to demonstrate the effectiveness of the PSO algorithm with regards to Genetic Algorithm (GA). …”
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Article -
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Using particle swarm optimization algorithm in the distribution system planning
Published 2013“…In addition, a case study on IEEE 34 bus system has been carried out to demonstrate the effectiveness of the PSO algorithm with regards to Genetic Algorithm (GA). …”
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Article -
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Incorporating Potential Environmental Impact from Water for Injection in Environmental Assessment of Monoclonal Antibody Production
Published 2016“…Utility steam is generated in a steam boiler, where several gas pollutants are produced as by-product. The PEI of these pollutants was estimated based on a modified Waste Reduction (WAR) Algorithm. …”
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Article -
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Air quality forecasting and mapping in Malaysian urban areas: A hybrid deep learning approach
Published 2025text::Thesis -
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Erosion Susceptibility mapping using Machine Learning and GIS: A case study of Kelantan
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Final Year Project -
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Investigation of pollutant reduction by simulation of turbulent non-premixed pulverized coal combustion
Published 2014“…In this work, a computational model was developed and used to study NOx reduction during pulverized coal combustion. …”
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Development of a multi-objective optimization model for transport and environment in a closed-loop automotive supply chain
Published 2014“…The Multiobjective GSA (MOGSA) algorithm is adopted and then programmed using MATLAB software particularly to the MOACLSC. …”
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Thesis -
15
Optimal economic and emission dispatch of photovoltaic integrated power system using firefly algorithm
Published 2020“…The FA algorithm is used to determine the optimal cost and emission levels of power generation. …”
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Thesis -
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Long-term optimal planning for renewable based distributed generators and plug-in electric vehicles parking lots toward higher penetration of green energy technology
Published 2025“…The effectiveness of the planning model is validated using the 69-bus benchmark test system, with four configurations tested: case 1 (the base case), case 2 (the base case with RESs (wind and PV)), case 3 (the base case with RESs and PEV-PLs), and case 4 (the base case with RESs, PEV-PLs, and a higher number of EVs). …”
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Optimal Power Flow of power systems using Harris Hawks Optimization and Salp Swarm Algorithm
Published 2021“…The obtained results showed the decent improvement comparing to other swarm-based techniques like Whale Optimization Algorithm (WOA), Math Flame (MF), and Glowworm Optimization Algorithm (GOA) in terms of convergence performance and quality. …”
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Thesis -
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The assessment of ambient carbon monoxide concentration levels / Hasmawati Mat Hassan
Published 2020“…Thus, it is necessary to assess the influence on the CO pollutant concentrations. This study aims to assess the influence on the ambient carbon monoxide pollutant at three different land-use sites in Peninsular Malaysia as a case study by using five years database (from 2008 to 2012) within three selected Continuous Air Quality Monitoring stations. …”
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Thesis -
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Image authentication using Zernike moment watermarking
Published 2013“…The adding or replacing a portion of the image is regarded as malicious attacks and rejected by this algorithm. Using two different watermarks lead to a good classification of incidental and malicious modifications and locating the tampered areas. …”
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Thesis -
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