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EEG Signal Processing in BCI Applications
, M.Sc. Thesis Sharif University of Technology ; Haj Sadeghi, Khosrow (Supervisor)
Abstract
Brain-inspired methods are now widely used to process the data generated by the brain with the aim of improving our understanding of how the brain functions and produces the remarkable intelligence exhibited by humans, which is the source of all realizations, perception and actions. Therefore brain-computer interface (BCI) is one of the most challenging scientific problems which focuses scientists attention, in most cases these systems are based on EEG signals recorded from the surface of the scalp because this method of the brain activity monitoring is noninvasive, easy to use and quit inexpensive. Brain computer interface (BCI) systems analyse the EEG signals and translate person’s...
Obtaining the effect of sewage network on groundwater quality using MT3DMS code: Case study on Bojnourd plain
, Article Groundwater for Sustainable Development ; Volume 11 , October , 2020 ; Rahimi, H ; Kamaliardakani, M ; Salim, R ; Sharif University of Technology
Elsevier B. V
2020
Abstract
Groundwater contamination is a significant problem related strongly to both the protection of the environment and the need for water. In the present study, groundwater quality was investigated in the Bojnourd watershed. The Bojnourd watershed is located in the northeast of Iran, which covers 65.5 km2 of the North Khorasan province area. There are 11 extracting wells in the region. Annual water extraction from the alluvial aquifer in the area is used for agriculture, drinking, sanitary and industrial consumptions. In this research, groundwater quantity modeling, including calibration and verification by GMS software, had been performed. In the quality modeling stage, pollution contours for...
Enterprise-Wide Optimization of Natural Gas Refining Complex
, M.Sc. Thesis Sharif University of Technology ; Farhadi, Fathollah (Supervisor) ; Vafa, Ehsan (Supervisor)
Abstract
In the upstream part of the natural gas supply chain, the refinery is one of the most complex and energy-intensive sectors that has received little attention. Enterprise-wide optimization, that uses mathematical programming in a centralized and multi-scale point of view, and nonlinear models of the manufacturing sector, can provide optimal plans and operational variables for the production goals of the supply chain. In this research, a multi-scale formulation is presented with a production planning model in one to two-year horizon and six-month time periods and production operational scheduling models with six-month horizon to approach the enterprise-wide optimization of a general gas...
Enterprise-Wide Optimization of Natural Gas Refining Complex
, M.Sc. Thesis Sharif University of Technology ; Farhadi, Fathollah (Supervisor) ; Vafa, Ehsan (Supervisor)
Abstract
In the upstream part of the natural gas supply chain, the refinery is one of the most complex and energy-intensive sectors that has received little attention. Enterprise-wide optimization, that uses mathematical programming in a centralized and multi-scale point of view, and nonlinear models of the manufacturing sector, can provide optimal plans and operational variables for the production goals of the supply chain. In this research, a multi-scale formulation is presented with a production planning model in one to two-year horizon and six-month time periods and production operational scheduling models with six-month horizon to approach the enterprise-wide optimization of a general gas...
Microstructure and mechanical properties of friction stir welded ferrite-martensite DP700 steel
, Article Materials Science and Engineering A ; Volume 737 , 2018 , Pages 213-222 ; 09215093 (ISSN) ; Kokabi, A. H ; Kheirandish, S ; Kestens, L. A. I ; Sharif University of Technology
Elsevier Ltd
2018
Abstract
In the present work, friction stir welding technique was applied on 2 mm thick ferrite-martensite DP700 steel sheets at rotational speeds of 600, 800 and 1000 rpm. The microstructure and mechanical properties of the welds were evaluated. It was found that Zener-Hollomon parameter decreased with increasing rotational speed that leads to grain coarsening in the stir zone. It was also found that increment of rotational speed increased softening phenomenon in sub-critical heat affected zone. The results also showed that the presence of WC particles in the stir zone, which was due to the tool wear, as well as formation of a soft ferrite band degrade the tensile properties at rotational speed of...
Hot tensile properties and microstructural evolution of as cast NiTi and NiTiCu shape memory alloys
, Article Materials and Design ; Volume 32, Issue 1 , January , 2011 , Pages 406-413 ; 02641275 (ISSN) ; Aboutalebi, M ; Kheirandish, S ; Taheri, A. K ; Abbasi, S. M ; Sharif University of Technology
2011
Abstract
Hot tensile properties of as cast NiTi and NiTiCu shape memory alloys were investigated by hot tensile test at temperature range of 700-1100°C using the strain rate of 0.1s-1. The NiTi alloy exhibited a maximum hot ductility at temperature range of 750-1000°C, while the NiTiCu alloy showed it at temperature range of 800-1000°C. It was found that at temperatures less than 750°C, diffusion-assisted deformation mechanism was inactive leading to semi-brittle type of failure and limited ductility in both alloys. Also it was found that at temperature range of 800-1000°C, dynamic recrystallization is dominant leading to high ductility. Likewise, the fracture surface of the specimens presenting the...
High temperature deformation and processing map of a NiTi intermetallic alloy
, Article Intermetallics ; Volume 19, Issue 10 , October , 2011 , Pages 1399-1404 ; 09669795 (ISSN) ; Aboutalebi, M ; Kheirandish, S ; Karimi Taheri, A ; Abbasi, S. M ; Sharif University of Technology
2011
Abstract
The deformation behavior of a 49.8 Ni-50.2 Ti (at pct) alloy was investigated using the hot compression test in the temperature range of 700 °C-1100 °C, and strain rate of 0.001 s-1 to 1 s-1. The hot tensile test of the alloy was also considered to assist explaining the related deformation mechanism within the same temperature range and the strain rate of 0.1 s-1. The processing map of the alloy was developed to evaluate the efficiency of hot deformation and to identify the instability regions of the flow. The peak efficiency of 24-28% was achieved at temperature range of 900 °C-1000 °C, and strain rates higher than 0.01 s -1 in the processing map. The hot ductility and the deformation...
Accelerating Discovery of MOFs for Hydrogen Storage via Machine Learning in Energy Related Applications
, M.Sc. Thesis Sharif University of Technology ; Ghotbi, Sirus (Supervisor) ; Lotfi, Marzyeh (Supervisor) ; Larimi, Afsaneh (Co-Supervisor) ; Asgharinezhad, Ali (Co-Supervisor)
Abstract
The quest for sustainable energy solutions has positioned hydrogen as a pivotal alternative fuel due to its clean emission profile, producing only water vapor and heat. However, efficient hydrogen storage remains a formidable challenge due to its low energy density at standard conditions. Metal-Organic Frameworks (MOFs) offer a promising solution due to their high surface area, tunable pore structures, and reversible adsorption properties. This study leverages computational screening and machine learning (ML) methodologies to identify high-capacity MOFs for hydrogen storage. We utilized a large dataset of known and hypothetical MOFs from comprehensive databases and employed advanced neural...