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Articles 3331 - 3360 of 10642
Full-Text Articles in Engineering
Experimental Investigation Of Laser Scan Strategy On The Microstructure, Mechanical Properties And Residual Stress Of Inconel 718 Parts Fabricated By Selective Laser Melting, Kiriti Mamidi
Mechanical and Aerospace Engineering Theses - Archive
Inconel 718 (IN718) is a nickel-based superalloy which exhibits excellent tensile and impact resistant properties along with good corrosion resistance at high temperatures. However, due to the high toughness and work hardening, the machinability of this superalloy is low. Therefore, the selective laser melting (SLM) process has been adopted as an efficient technique to fabricate IN718 parts as it overcomes the problems associated with conventional manufacturing of superalloys. SLM is a widely used additive manufacturing technique which offers the possibility to induce multi-functionality into a single component, and thus reduce the number of components that are needed. In the SLM …
Numerical Analysis Of Immersion Cooling On A Server Using Al2o3/Mineral Oil Nanofluid, Prajwal Srinivas Murthy
Numerical Analysis Of Immersion Cooling On A Server Using Al2o3/Mineral Oil Nanofluid, Prajwal Srinivas Murthy
Mechanical and Aerospace Engineering Theses - Archive
In the current world, technology has developed significantly, with a massive processing and storage of data, resulting in the high increase in Power Density and Heat Generation of servers, computers and its components in data centers. This calls for an engineering solution, for efficient heat dissipation of these servers to ensure their reliability and prolonged working. Air cooling is a prominent method of data center cooling. However, due to its low heat carrying capacity, it is not an efficient method for cooling high heat generating servers. There are two methods to remove this heat, increasing the area of heat transfer …
Optimum Design Of Shimmed Foil Bearing Considering Rotordynamic Stability, Venkata Sai Jyothish Atluri
Optimum Design Of Shimmed Foil Bearing Considering Rotordynamic Stability, Venkata Sai Jyothish Atluri
Mechanical and Aerospace Engineering Theses - Archive
Air foil bearing technology has made substantial development in the past years and has found its applications in high speed turbomachinery. Yet the rotordynamic instability has still been a persisting issue in the single pad air foil bearings. The single pad bearing can resolve this issue by using large clearance with the shaft but the large clearance requires large impeller tip clearance which is not ideal. Multi pad air foil bearings with non-uniform clearance distribution can be used to improve the rotodynamic stability, but the three pad bearings have inferior load capacities due to the less angular length of each …
Study Of Interdiffusion And Growth Of Intermetallic Compounds In Bimetallic Layers Of Alpha Brass And Al-Mg Alloy, Ratan Kota
Material Science and Engineering Theses - Archive
This work aims to study the formation of Inter Metallic Compounds (IMC’s) and their growth rate in Brass and Al-Mg alloy. This diffusion couple consists of four elements Aluminum, Copper, Zinc and Magnesium. Aluminum and Copper are major diffusing elements. Brass-Aluminum bimetal is an advanced structural material and used as a cladding material. This bimetal is produced by cold roll bonding and is mechanically bonded. To increase the adhesive strength of these bimetal layers, the sample is subjected to heat treatment which leads to the formation of Inter Metallic Compounds (IMC). Heat treatments are generally done above the recrystallization temperature …
Microchannel Technology In Cancer Cell Confined-Migration Study And Its Application In Drug Screening, Qionghua Shen
Microchannel Technology In Cancer Cell Confined-Migration Study And Its Application In Drug Screening, Qionghua Shen
Bioengineering Dissertations - Archive
PDMS-based microchannel device has been explored to extend the basic platform for three-dimensional (3D) culture models of cell motility study because of its relevant stiffness and designable shape. Moreover, it is easy to add multi-functions (physical cures and biochemical cures) to one single device and provide a more physiologically relevant context to cells migrating inside channels. As recent cell motility studies have proved that cells show different migration strategies in physiologically confined three-dimensional (3D) space compared to a two-dimensional (2D) culture system. Besides, far from unique, when cancer cells are underling the migrating stage, they show increased resistance to chemo- …
Machine Learning And Deep Learning Applications In Neuroimaging, Gowtham Krishnan Murugesan
Machine Learning And Deep Learning Applications In Neuroimaging, Gowtham Krishnan Murugesan
Bioengineering Dissertations - Archive
Deep Learning (DL) tools have the potential to analyze large datasets and extract meaningful insights to enhance patient outcomes. Radiological images such as MRI and CT, often contain complex patterns that can be difficult and time consuming to evaluate manually. Deep learning algorithms can improve treatment decisions and patient care beyond the realm of research. The goal of this dissertation is to apply advanced deep learning methods in three distinct domains of neuroimaging, 1.fMRI Analysis, 2. MR Image Synthesis, and 3. Clinical applications in brain tumors. First, we developed a new fMRI network inference method named as BrainNET using Machine …
In Vivo Ultrasound-Switchable Fluorescence Imaging And Its Applications, Tingfeng Yao
In Vivo Ultrasound-Switchable Fluorescence Imaging And Its Applications, Tingfeng Yao
Bioengineering Dissertations - Archive
The conventional fluorescence imaging has limited spatial resolution in centimeters-deep tissue because of the tissue’s high scattering property. Ultrasound-switchable fluorescence (USF) imaging, a new imaging technique, was recently proposed to realize high-resolution fluorescence imaging in centimeters-deep tissue. Although promising results were achieved in tissue-mimic phantoms or tissue samples, the in vivo USF imaging had not been realized so far. There were two major challenges in realizing in vivo USF imaging. First, the lack of stable near-infrared (NIR) USF contrast agents in a biological environment and the lack of data about their biodistributions. Second, the previous USF imaging systems adopted a …
The Biomechanics Of Cardiac Elastin And Its Role In Bioengineering, Sara R. Mcmahan
The Biomechanics Of Cardiac Elastin And Its Role In Bioengineering, Sara R. Mcmahan
Bioengineering Dissertations - Archive
Elastin is an essential structural protein responsible for the elasticity of many tissues, including skin, lungs, blood vessels, and other highly dynamic tissues and organs in the body. In the heart, cardiac elastin has been largely ignored as one of the key players in heart health and functionality. In this study, we will fill the knowledge gap with novel experiments and biomechanical investigations that will allow us to understand the roles of elastin in cardiac biomechanics, as well as explore the bioengineering applications of elastin-rich cardiac tissues. For Aim 1, we performed a biomechanical and ultrastructural comparison of the elastin-rich …
Impact Of Muscular Fatigue And Its Modulation Using Transcranial Photobiomodulation (Tpbm) On The Human Brain Measured By Functional Near-Infrared Spectroscopy (Fnirs), Elizabeth Lyde Urquhart
Impact Of Muscular Fatigue And Its Modulation Using Transcranial Photobiomodulation (Tpbm) On The Human Brain Measured By Functional Near-Infrared Spectroscopy (Fnirs), Elizabeth Lyde Urquhart
Bioengineering Dissertations - Archive
When performing exercise, the brain must register and simultaneously integrate input from feedforward (i.e., central command) and feedback (e.g., exercise pressor reflex) neural mechanisms to make appropriate cardiovascular adjustments to meet metabolic demands. Muscle fatigue occurs during prolonged exercise and is characterized by a reduction in force-generating capability of the muscle. Fatigue comprises of two components: central and peripheral fatigue. Peripheral fatigue is produced at or distal to the neuromuscular junction whereas, central fatigue originates in the central nervous system. However, central fatigue’s contribution to peripheral fatigue is less understood and functional neuroimaging is being investigated as a tool to …
Quantifying Shallow Depth Concrete Delaminations Using Impact Echo, Mantaka Mahjabin Momo
Quantifying Shallow Depth Concrete Delaminations Using Impact Echo, Mantaka Mahjabin Momo
Civil Engineering Theses - Archive
Delamination is a type of deterioration commonly found in concrete structures. It may form due to corrosion of embedded steel, poor construction, excessive vibration, or lack of bonding in composite construction. Impact echo (IE) is a simple and straightforward non-destructive testing (NDT) technique that is used to detect the presence and extent of delamination within concrete structures. It is capable of detecting its presence of delaminations in deep depths, but cannot accurately measure the defects that are near the surface. This phenomenon occurs due to the differences in the vibration modes of deep and shallow depth delaminations. The objective of …
Durability And Prediction Of Long-Term Performance Of Carbon Fiber Reinforced Polymer (Cfrp) Laminates Under Environmental Conditions, Eyad Alsuhaibani
Durability And Prediction Of Long-Term Performance Of Carbon Fiber Reinforced Polymer (Cfrp) Laminates Under Environmental Conditions, Eyad Alsuhaibani
Civil Engineering Dissertations - Archive
Strengthening deteriorated concrete structures with carbon fiber reinforced polymer (CFRP) has been widely validated through laboratory experiments and field tests. Questions and concerns persist related to the CFRP’s long-term performance and service life, however, thus the main objective of this research was to evaluate its durability under various environmental conditions. This research is divided into four distinct phases. In the first phase, the deterioration trends of CFRP laminate under environmental regimes were evaluated after immersion in water at 23, 45, and 60 °C for periods up to 32 weeks. In the second phase, four prediction models of the long-term performance …
Targeting The Oligomannose Biomarker Present On Distinct Subsets Of Non-Hodgkin Lymphomas, Butaek Lim
Targeting The Oligomannose Biomarker Present On Distinct Subsets Of Non-Hodgkin Lymphomas, Butaek Lim
Bioengineering Dissertations - Archive
Subtypes of B cell non-Hodgkin’s lymphomas, including follicular lymphomas, have shown a unique high oligomannose presentation on their immunoglobulins that will interact with natural receptors of the innate immunity, reportedly causing stimulation and proliferation. From next generation deep sequencing of the variable heavy and light chain sequences of follicular lymphoma involved tissue sections, we identified the consensus variable sequences possessing glycosylation sites at the complementarity determining region. Using this information, we developed a cell line, referred to here as BZ, which displays the consensus variable segments as part of a surface antibody (IgM) and confirmed its presentation of high oligomannose …
Modulation Of Physiologic Responses Of Insulin Secreting Cells Using Electrical And Photostimulation, Caleb Nathaniel Liebman
Modulation Of Physiologic Responses Of Insulin Secreting Cells Using Electrical And Photostimulation, Caleb Nathaniel Liebman
Bioengineering Dissertations - Archive
Islet transplantation is a surgical procedure aimed at providing insulin independence to those suffering with Type I diabetes. Prior to implantation, a therapeutic window exists ex vivo where the cells can be treated in order to improve the procedure’s efficacy. It is well established that physical stimuli are able to affect cellular functionality. Thus the work herein is designed to elucidate the effects and mechanisms by which the insulin secreting β-cells respond to non-invasive electric field stimulation and photobiomodulation. Insulin secreting β-cells are an electrically active cell type and utilize their calcium dynamics to control insulin secretion. The calcium dynamics …
Nanoparticle-Based Approaches In Cardiovascular Diseases, Aneetta E. Kuriakose
Nanoparticle-Based Approaches In Cardiovascular Diseases, Aneetta E. Kuriakose
Bioengineering Dissertations - Archive
Percutaneous coronary intervention (PCI) such as balloon angioplasty and stent placement are commonly employed for myocardial revascularization. These strategies, however, injure the arterial wall initiating a cascade of inflammatory responses that culminates in restenosis. Attempts are currently being made to improve the stents/balloon designs such that they suppress the inflammatory responses and support/enhance in situ reendothelialization. But the healing of the injured artery remains a major challenge. Therefore, in this work, we propose to characterize and identify a suitable fluorescent nanoparticle system that has potential to be used as vascular drug carriers. We also developed nanoparticles (NPs) that could enhance …
Novel Quantification Of Neurovascular Coupling (Nvc) To Predict Brain Injury In Neonates With Hypoxic Ischemic Encephalopathy, Yudhajit Das
Novel Quantification Of Neurovascular Coupling (Nvc) To Predict Brain Injury In Neonates With Hypoxic Ischemic Encephalopathy, Yudhajit Das
Bioengineering Dissertations - Archive
Birth asphyxia is a global burden in clinical neonatal care. It results from deprivation of oxygen to a newborn infant that lasts too long during the birth causing physical harm to the brain. The asphyxia insult impairs fetal cerebral blood flow and results in a distinctive neonatal encephalopathy (NE). Hypoxic-ischemic encephalopathy (HIE) accounts for a significant proportion of encephalopathic newborns. Currently there is no reliable quantitative metric is available to predict outcome of neurological injury in neonates with HIE at the bedside in the first day of life. My dissertation targets on this gap by developing novel quantification methods of …
Whole-Head Functional Brain Imaging Of Economic Risk Decision Making And Transcranial Photobiomodulation With Fnirs And Eeg, Hashini I. Wanniarachchi Kankanamalage
Whole-Head Functional Brain Imaging Of Economic Risk Decision Making And Transcranial Photobiomodulation With Fnirs And Eeg, Hashini I. Wanniarachchi Kankanamalage
Bioengineering Dissertations - Archive
Functional near-infrared spectroscopy (fNIRS) and electroencephalography (EEG) are two non-invasive brain imaging or mapping modalities that allow us to measure cerebral hemodynamic and electrophysiological changes in the human brain, respectively. LABNIRS is a cutting-edge, whole-head, optical brain mapping system with 40 pairs of light sources (at 780 nm830 nm) and 40 detectors, forming up to 133 detection channels. In my study, whole-head LABNIRS and 64-channel EEG were utilized to investigate respective alterations in response to risk decision- making under business context and to non-invasive photobiomodulation. As the first part of my study, I utilized fNIRS (i.e., LABNIRS) as a tool …
Sorption-Mediated Chemical Processes For The Versatile Treatment Of Per- And Polyfluoroalkyl Substances (Pfas) In Complex Media, Naomi Gevaerd De Souza
Sorption-Mediated Chemical Processes For The Versatile Treatment Of Per- And Polyfluoroalkyl Substances (Pfas) In Complex Media, Naomi Gevaerd De Souza
Civil Engineering Dissertations - Archive
In recent years, per- and polyfluoroalkyl substances (PFAS) have gained notoriety due to environmental and health concerns. These molecules are chemically stable which contributes to their persistence in biological systems and their increased detections in surface waters. Treatment of highly persistent PFAS has been a challenging but significant task. The most practical technique for removal of PFAS is through adsorption onto granular activated carbon (GAC) or other novel materials. Meanwhile, PFAS are resistant to simple oxidation, and although decomposition of specific PFAS has been reported through advanced oxidation technologies, often energy-intense technologies capable of generating electrons such as ultraviolet radiation, …
Evaluation Of Long Term Durability In Concrete With External Pre-Saturated Cfrp Laminate, Ramya Anandhan
Evaluation Of Long Term Durability In Concrete With External Pre-Saturated Cfrp Laminate, Ramya Anandhan
Civil Engineering Theses - Archive
Many studies have investigated the use of carbon fiber reinforced polymer (CFRP) wraps to strengthen structural members, but there is limited literature on the application of presaturated CFRP wraps on reinforced concrete members. The main objective of this research is to study the long-term effectiveness of presaturated CFRP wraps in preventing corrosion of reinforced concrete specimens in severe environments. This paper presents numerical and experimental studies that were conducted to determine whether CFRP presaturated wraps provide a barrier against the ingress of chloride and permeability of water into concrete and thereby decelerate the corrosion process. The results show that the …
An Experimental Study Of Coupled Thermo-Hydro Behavior In Unsaturated Soil, Nice Kaneza
An Experimental Study Of Coupled Thermo-Hydro Behavior In Unsaturated Soil, Nice Kaneza
Civil Engineering Theses - Archive
Understanding unsaturated soils in response to the impact of temperature will better predict the performance of geo-structures that extract and inject underground heat. Previous studies have shown that heat and water in unsaturated soil affect the movement of each other and that thermal gradients are responsible for the migration of water and thermal properties. Therefore, it is essential to study the coupling behavior of thermal and hydraulic (TH) processes to analyze the distribution of moisture and thermal properties of unsaturated soil. These processes are transient and difficult to examine in the field. In addition, there is a lack of laboratory …
Data Quality And Reliability Assessment Of Wearable Emg And Imu Sensor For Construction Activity Recognition, Srikanth Sagar Bangaru, Chao Wang, Fereydoun Aghazadeh
Data Quality And Reliability Assessment Of Wearable Emg And Imu Sensor For Construction Activity Recognition, Srikanth Sagar Bangaru, Chao Wang, Fereydoun Aghazadeh
Faculty Publications
The workforce shortage is one of the significant problems in the construction industry. To overcome the challenges due to workforce shortage, various researchers have proposed wearable sensor-based systems in the area of construction safety and health. Although sensors provide rich and detailed information, not all sensors can be used for construction applications. This study evaluates the data quality and reliability of forearm electromyography (EMG) and inertial measurement unit (IMU) of armband sensors for construction activity classification. To achieve the proposed objective, the forearm EMG and IMU data collected from eight participants while performing construction activities such as screwing, wrenching, lifting, …
Snitch Application: Addressing Cyber Trust In Future Living Spaces, Russell Moore
Snitch Application: Addressing Cyber Trust In Future Living Spaces, Russell Moore
Cybersecurity Undergraduate Research Showcase
The future of smart homes is filled with excitement and ample opportunity to live in an environment that features extraordinary convenience and energy efficiency. Devices such as Amazon Alexa and Roku Smart TV’s feature voice interaction options that provide the user with enhanced functionality. While voice-activated devices are accommodating, it is imperative to acknowledge how they work on the backend. The problem is that these devices collect and share a large amount of data from users who are oftentimes unaware that it’s even happening. The Snitch App is being developed in order to inform the user of what exactly is …
Attraction, Transport And Release Of Water Fleas’ Ephippia For Migration, Xiang Wang
Attraction, Transport And Release Of Water Fleas’ Ephippia For Migration, Xiang Wang
Mechanical and Aerospace Engineering Dissertations - Archive
Planktonic crustaceans of the genus Daphnia live in aquatic environments. Although they are lack of walking and flying capabilities, they have developed adaptations that facilitate the dispersal of their dormant forms, ephippia to cross terrestrial barriers and reach neighborhood waterbodies. It increases the survival rate of their species. A possible way for this spread to occur is the transport of their ephippia through waterfowls’ legs. Yet, little is known about the key role of the legs in the dispersal and the main mechanisms. The ephippia first get attached to the waterfowls’ legs. The waterfowls may then carry these ephippia to …
Investigation Of The Impact Of Material Models On Reliability Assessment Of Electronic Packages, Abel Misrak
Investigation Of The Impact Of Material Models On Reliability Assessment Of Electronic Packages, Abel Misrak
Mechanical and Aerospace Engineering Dissertations - Archive
Drop testing, thermal cycling, power cycling, etc. are some of the tests used to assess the reliability of new electronic products. However, performing experimental study of every new design is costly and time consuming. Computational tools are often employed to perform the required reliability analysis in a shorter time period and save valuable resources. Extensive set of material characterization work needs to be done before an accurate material model can be developed and used in computational analysis. Structural components such as printed circuit boards (PCBs) are critical in the thermomechanical reliability assessment of electronic packages. The bulk material properties of …
Sub-Modelling Approach For Computationally Efficient Thermal Simulations Of Large Li-Ion Battery Packs, Vishnu V. Ganesan
Sub-Modelling Approach For Computationally Efficient Thermal Simulations Of Large Li-Ion Battery Packs, Vishnu V. Ganesan
Mechanical and Aerospace Engineering Theses - Archive
Accurate and rapid prediction of temperature distribution in a large Li-ion battery pack comprising thousands of cells is critical for ensuring safety and performance of battery packs for electric vehicles (EVs). Due to the multiscale geometry and the large number of individual cells in an EV battery pack, full-scale thermal simulations typically take a long time to complete. Approaches for rapidly computing the temperature field in a large battery pack without significant loss of accuracy is, therefore, a key technological need. This paper presents thermal simulations of a large, air-cooled Li-ion battery pack containing thousands of individual cells using the …
Correlation And Effect Of Process Parameters On The Properties Of Inconel 718 Parts Fabricated By Selective Laser Melting Using Response Surface Method, Bharath Bhushan Ravichander
Correlation And Effect Of Process Parameters On The Properties Of Inconel 718 Parts Fabricated By Selective Laser Melting Using Response Surface Method, Bharath Bhushan Ravichander
Mechanical and Aerospace Engineering Theses - Archive
Inconel 718 (i.e., IN718) is a nickel-based superalloy that exhibits outstanding tensile and impact-resistant properties, along with good high-temperature corrosion resistance. However, the machinability is poor due to the high stiffness of IN718. Therefore, additive manufacturing provides an effective solution to overcome the work hardening. Selective laser melting (SLM) is the most common powder-bed additive manufacturing technique designed to use a high power-density laser to melt and fuse the metallic powder to fabricate functional parts with high accuracy. However, the accuracy and the functional properties of the fabricated parts are greatly dependent on the process parameters. Thus, depending on the …
An Investigation On The Corrosion Inhibition Of Brazing Cu-Ag Alloy, Hooman Rahmani
An Investigation On The Corrosion Inhibition Of Brazing Cu-Ag Alloy, Hooman Rahmani
Material Science and Engineering Dissertations - Archive
Adsorption and inhibition behavior of 1,2,3-benzotriazole (BTA) and 2,5-dimercapto-1,3,4-thiadiazole (DMTD) on brazing Cu-Ag alloy was studied in deionized water using corrosion potential measurement, potentiodynamic polarization, adsorption isotherm investigation, X-ray photoelectron spectroscopy (XPS), and electrochemical impedance spectroscopy (EIS). Pure Ag and pure Cu specimens were included to investigate the mere effect each component has on the alloy’s behavior along with a high copper alloy for comparison purposes. The electrochemical responses show that BTA shifts the corrosion potential of Cu to the noble direction but has the opposite effect for Ag and a mixed behavior for the Cu-Ag alloys. However, DMTD in …
Ractive Md Simulation On The Formation Of Amorphous Alumina Layer Using Atomic Layer Deposition (Ald), Yuxuan Lu
Graduate Theses/Dissertations
In this study, a systematic study has been performed by using the large-scale classical reactive molecular dynamics (MD) simulations to model the Atomic Layer Deposition (ALD) processes that generated tan ultra-thin and sub-nano meter amorphous alumina. The ALD process employed both water pulse and (Trimethyl-Aluminum) TMA precursors deposited onto the surface of an aluminum wetting layer. The study varied the sizes of the substrate and the concentrations of water/hydroxide precursors with a range of operating temperature to design the most favorable configurations for the subsequent TMA precursors to add onto. The role of crystallographic orientation of the Al wetting layer …
Development Of A Cvd Assisted Pld System For Growing Novel Materials, Sinjan Majumder
Development Of A Cvd Assisted Pld System For Growing Novel Materials, Sinjan Majumder
Graduate Theses/Dissertations
The fundamental step for development of novel materials like semiconductors involves stacking of layers of thin films of materials with desired properties on a particular substrate. In order to study the properties of these materials for research purposes in the laboratory, development of a clean fabrication technique is essential. PLD is a technique employed for growing thin films using laser ablation of a target material. CVD is an alternate method used to deposit solid materials from a gaseous phase. However, combining these two techniques can enhance plume, gas and laser interaction to facilitate the growth of novel materials with new …
Performance Of Pld Grown Zno Thin Film As A Thin Film Transistor, Shahidul Asif
Performance Of Pld Grown Zno Thin Film As A Thin Film Transistor, Shahidul Asif
Graduate Theses/Dissertations
The performance of ZnO thin film (grown in different parameters) as a thin film transistor (TFT) is the focus of this study. ZnO is renowned for being n-type semiconductor naturally which was utilized in fabricating a thin film transistor here. This thesis is compared the performance of ZnO thin film transistor by growing the thin film using pulsed laser deposition (PLD) on two slightly different substrates at different temperatures in an optimal 0.1 milli bar oxygen pressure which was later analyzed using other material characterization methods. The substrates were both Si (100) but had different resistivity due to different amount …
A Comparative Assessment Of Co2 Emission Between Gasoline, Electric, And Hybrid Vehicles: A Well-To-Wheel Perspective Using Agent-Based Modeling, Mdmamunur Rahman
A Comparative Assessment Of Co2 Emission Between Gasoline, Electric, And Hybrid Vehicles: A Well-To-Wheel Perspective Using Agent-Based Modeling, Mdmamunur Rahman
Industrial, Manufacturing, and Systems Engineering Dissertations - Archive
Road transports in the U.S. are almost entirely dependent on the consumption of fossil fuel. This high dependency on fossil fuel is significantly contributing to carbon dioxide (CO2) emission, one of the leading Green House Gases (GHGs) responsible for global warming. Electrification of passenger vehicles could be an effective strategy to curb GHG emissions. Though Electric Vehicles (EVs) have zero tailpipe emissions, the power required to charge EV batteries may not necessarily come from carbon-free power plants. In this study, for a comprehensive comparison between EV and Gasoline Vehicle (GV), we developed an agent-based simulation model for the entire energy …