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1
A new modern scheme for solving fractal–fractional differential equations based on deep feedforward neural network with multiple hidden layer
Published 2024“…The recent development of knowledge in fractional calculus introduced an advanced superior operator known as fractal–fractional derivative (FFD). …”
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2
Feedforward neural network for solving particular fractional differential equations
Published 2024“…This study also focuses on solving fractal-fractional differential equations in the Caputo sense with a power-law kernel (FFDEsCP) using FNN in two hidden layers with a vectorized algorithm alongside Adam (FNN2HLVA-Adam). …”
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Thesis -
3
Solar Photovoltaic Maximum Power Point Tracking via Predictive Technique
Published 2022“…The first stage of this study is to develop the MPPT algorithm that are commonly divided into six types; Perturb and Observe (P&O), Incremental Conductance (INC), Fractional Open Circuit Voltage (FOVC), Fractional Short Circuit Current (FSCC), Artificial Neural (ANN) and Fuzzy Logic Control (FLC). …”
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Final Year Project Report / IMRAD -
4
Numerical Analysis of Defects Caused by Thermolysis in an Infinite Cylindrical Ceramic Moulding
Published 1999“…The concentration profile at a given time is computed by replacing the matrix exponential terms in this recurrence relation by a high-order Pade approximate. A parallel algorithm using two processors is developed by taking the partial fraction decomposition of the Pade approximate and a (matrix) rational expression in the recurrence relation.…”
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5
Power ultrasonic assisted mixing and proofing during bread making process
Published 2014“…Power levels of 1.00, 1.50, 2.05 and 2.50 kW and durations of 10, 20, 30, and 40 minutes (for mixing); 15, 30, 45, 60 minutes (for proofing) were used. A simplified algorithm using Vision Assistant 2009 (National Instruments) imaging software was developed to assist in crumb structure analysis of bread. …”
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6
Static analysis of Android apps for lifecycle conformance
Published 2017“…However, novice and amateur developers, who are a growing fraction in the mobile development community, often find such a task to be non-trivial and complex and limited in support for by existing tools. …”
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Proceeding Paper -
7
Mixed convection boundary layer flow embedded in porous medium with nanofluids
Published 2013“…The effect of internal heat generation is important in several applications including reactor safety analysis, metal waste form development for spent nuclear fuel, fire and combustion studies, and storage of radioactive materials.The similarity equations are solved numerically for three types of metallic or nonmetallic nanoparticles such as copper (Cu), alumina (A1₂O₃) and titania (TiO₂), in a water-based fluid to investigate the effect of the solid volume fraction or nanoparticles volume fraction parameter ⱷ of the nanofluid on the flow and heat transfer characteristics with suction or injection. …”
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8
The implementation of post-processing data thinning for multibeam echo sounding data
Published 2006“…Comparisons on the final results based on these three algorithms will be discussed in order to decide which algorithm is most favorable to be used in post-processing data thinning for cleaned MBES dataset. …”
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Conference or Workshop Item -
9
Simulation of dynamical performance of solar desiccant cooling cycle
Published 2016“…Then by TRNSYS software a model for solar hot water system is simulated, and eventually by representing a suitable algorithm, computer program for simulating solar desiccant cooling cycles by EES software is developed. …”
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10
Parametric investigation of battery thermal management system with phase change material, metal foam, and fins; utilizing CFD and ANN models
Published 2024“…Finally, an artificial neural network model is developed using the backpropagation learning technique coupled with the gradient descent optimization algorithm. …”
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11
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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12
Analysis of daytime and nighttime ground level ozone concentrations using boosted regression tree technique
Published 2017“…Using the number of trees between 2,500-3,500, learning rate of 0.01, and interaction depth of 5 were found to be the best setting for developing the ozone boosting model. The performance of the O3 boosting models were assessed, and the fraction of predictions within two factor (FAC2), coefficient of determination (R²) and the index of agreement (IOA) of the model developed for day andnighttime are 0.93, 0.69 and 0.73 for daytime and 0.79, 0.55 and 0.69 for nighttime respectively. …”
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Article -
13
Runtime pluggable CPU scheduler for linux operating system
Published 2010“…It also provides a flexible interface for kernel developers which facilitates the evaluation and testing for their newly developed scheduling algorithms. …”
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Thesis -
14
Investigate the Relation between Particle Size Distribution (PSD) Using Image Analysis Method and Chemical Oxygen Demand (COD) In POME Sample
Published 2015“…By conducting this research, image analysis algorithm can be developed in monitor the particle size, and the relation between PSD and COD can be observed.…”
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Final Year Project
