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jahaninezhad--tayyebeh
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Coded Computing for Distributed Machine Learning
, Ph.D. Dissertation Sharif University of Technology ; Maddah Ali, Mohammad Ali (Supervisor)
Abstract
Nowadays, we are forced to use distributed computing due to the growth of data, the challenge of storing and processing it, as well as the emergence of new problems in machine learning and the complexity of the models. In distributed computing, the computation is per- formed by a distributed system consisting of several worker nodes such that, the main task is divided into several smaller tasks and assigned to each worker node. Then, different worker nodes will cooperate to accomplish the main task. Although distributed systems are efficient in solving problems and dealing with the mentioned challenges, they are vulnerable to the presence of stragglers, adversarial worker nodes, high...
Modeling the Kinetics of Sulfur Oxides Adsorption-desorption on a Pt/γ-Al2O3 Catalyst as Diesel Oxidation Catalyst (DOC)
, M.Sc. Thesis Sharif University of Technology ; Hamzeh Louyan, Tayyebeh (Supervisor)
Abstract
Sulfur oxides are categorized as one of the most important poisoning and activity-reducer groups acting on the catalytic converters present in the exhaust treatment systems. In the present work, interactions of the SOX species with diesel oxidation catalysts (DOCs) are investigated by implementing a kinetic modeling approach. Experimental data obtained from a catalyst of this type, i.e., Pt/γ-Al2O3, was employed and a multi-step microkinetic model was developed in Matlab 2018b® to proxy the poisoning effect of the adsorption of surface sulfur species and their desorption behavior. The microkinetic model was run to describe the individual SO2 and SO3 adsorption-desorption process using the...
Experimental Study of Formaldehyde Decomposition Using a Plasma - Catalyst Hybrid Reactor as a Potential Voc Removal Technique
,
M.Sc. Thesis
Sharif University of Technology
;
Hamzeh Louyan, Tayyebeh
(Supervisor)
;
Khani, Mohammad Reza
(Supervisor)
Abstract
Volatile organic compounds (VOCs) has harmful environmental and health effects and appropriate processes are needed to remove them from industrial and indoor environments. In this study, formaldehyde as one of the most toxic VOCs was investigated. Various methods have been developed to remove formaldehyde, however due to the to their low removal efficiencies, secondary pollution, and low energy efficiency, development of alternative methods will be beneficial. In recent years, the use of a combination of non-thermal plasma and catalyst technologies, called plasma-catalytic hybrid reactors, has provided significant results in the fields of chemical synthesis and removal of pollutants. In the...
, M.Sc. Thesis Sharif University of Technology ; Roosta Azad, Reza (Supervisor) ; Yaghmaei, Soheyla (Co-Advisor) ; Bagheri, Tayyebeh (Co-Advisor)
Abstract
Biosurfactants are surface active compounds capable of reducing surface tension and interfacial surface tension. Biosurfactants are produced by a variety of microorganisms. They are promising replacements for chemical surfactants because of biodegradability, non-toxicity and being able to produce from renewable sources. However a major problem of producing biosurfactant in industrial level is their production cost. In this research, by using corn steep liquor as low-cost nitrogen source besides other nitrogen sources, not only production cost reduced but also a higher efficiency achieved. Therefore optimization of biosurfactant production was done by RSM and Box- Behnken method. Results...