Chemical Engineering Commons^™

An Elastic-Net Logistic Regression Approach To Generate Classifiers And Gene Signatures For Types Of Immune Cells And T Helper Cell Subsets, Arezo Torang, Paraag Gupta, David J. Klinke Ii

Faculty & Staff Scholarship

Background: Host immune response is coordinated by a variety of different specialized cell types that vary in time and location. While host immune response can be studied using conventional low-dimensional approaches, advances in transcriptomics analysis may provide a less biased view. Yet, leveraging transcriptomics data to identify immune cell subtypes presents challenges for extracting informative gene signatures hidden within a high dimensional transcriptomics space characterized by low sample numbers with noisy and missing values. To address these challenges, we explore using machine learning methods to select gene subsets and estimate gene coefficients simultaneously. Results: Elastic-net logistic regression, a type of …

การประเมินค่าพารามิเตอร์ทางจลนศาสตร์ของปฏิกิริยาการออกซิไดซ์โทลูอีนบนตัวเร่งปฏิกิริยา V2o5/Tio2 มาใช้ออกแบบสำหรับปฏิกิริยา Scr, วราภรณ์ คิดการ

Chulalongkorn University Theses and Dissertations (Chula ETD)

งานวิจัยนี้ทำการประมาณค่าพารามิเตอร์ทางจลศาสตร์ของปฏิกิริยาการออกซิไดซ์โทลูอีน ด้วยตัวเร่งปฏิกิริยา V2O5/TiO2 ที่ปรับสภาพด้วยสารละลายกรดกำมะถันในการกำจัด โทลูอีน โดยตัวรองรับไทเทเนียได้รับการปรับสภาพด้วยสารละลายกรดกำมะถันที่มีความเข้มข้น 0, 0.2 และ 0.5 M ตัวเร่งปฏิกิริยาเตรียมด้วยวิธีเคลือบฝังแบบเปียก ทำการวิเคราะห์คุณลักษณะของตัวเร่งปฏิกิริยา V2O5/TiO2 ด้วยเทคนิคต่าง ๆ ได้แก่ SEM-EDX, Nitrogen Physisorption, XRD และ NH3-TPD ทำการทดสอบความสามารถในการออกซิไดซ์โทลูอีนที่ความเข้มข้นของโทลูอีน 300 - 400 ppm และความเข้มข้นของ O2 3, 12 และ 21 %vol ในช่วงอุณหภูมิ 150-350 °C จากการศึกษาพบว่าที่ตัวเร่งปฏิกิริยาเดียวกัน เมื่อความเข้มข้นของ O2 เพิ่มขึ้น ส่งผลให้ค่า Conversion ของการออกซิไดซ์โทลูอีนดีขึ้นเล็กน้อย และตรวจพบ CO2 ในปริมาณที่ต่ำแสดงว่าโทลูอีนอาจเกิดการเปลี่ยนแปลงไปเป็นสารอินทรีย์ที่มีจุดเดือดสูง จากการประมาณค่าพารามิเตอร์ทางจลศาสตร์ของตัวเร่งปฏิกิริยา V2O5/TiO2 พบว่าในปฏิกิริยาการออกซิไดซ์โทลูอีน เมื่อความเข้มข้นของ O2 เพิ่มขึ้นค่าพลังงานกระตุ้นมีค่าลดลง โดยค่าพลังงานกระตุ้นที่ความเข้มข้น O2 3 %vol อยู่ในช่วง 44-49 kJ/mol ที่ความเข้มข้น O2 12 %vol อยู่ในช่วง 45-49 kJ/mol และที่ความเข้มข้น O2 21 %vol อยู่ในช่วง 39-45 kJ/mol เมื่อเปรียบเทียบปฏิกิริยาการออกซิไดซ์โทลูอีนในสภาวะที่มี NO ร่วมด้วยนั้น พบว่ามีปฏิกิริยาอื่นเกิดขึ้นร่วมด้วย โดยจะเห็นปฏิกิริยาเกิดขึ้นสองช่วงอย่างเด่นชัด คือ ช่วงอุณหภูมิ 150-200 °C มีพลังงานกระตุ้นที่ต่ำและช่วงอุณหภูมิ 250 °C ขึ้นไป ที่มีพลังงานกระตุ้น 45-50 kJ/mol และตรวจพบ CO2 อย่างเห็นได้ชัด แสดงให้เห็นว่า NO มีบทบาทในการเปลี่ยนสารมัธยันต์ที่เกิดจากการสลายตัวของโทลูอีนให้เปลี่ยนไปเป็น CO2

The Mixed Integer Non-Linear Programming For Combined Heat And Mass Exchanger Network Synthesis With The Effect Of Emcd And Emat On Economic Analysis, Eleonora Amelia

Chulalongkorn University Theses and Dissertations (Chula ETD)

The Combined Heat and Mass Exchanger Network Synthesis (CHAMENS) which comprised a win-win strategy simultaneously diminishing the emission alongside maximizing the profits of the whole systems has been accomplished in this work. The novelty comes from the development of the original stage-wise superstructure (SWS) to be able to overcome the problems including detailed cost considerations by using more accurate formularies to determine the exchanger configurations, initializations, favorable boundaries to solve the complexities, eradicate the number of the heat and mass exchangers, and decrease the TAC. The purpose of this work is generate the new applicable method which is noticeable and …

Design Of Geothermal District Heating And Cooling System For The West Virginia University, Oluwasogo Bolaji Alonge

Graduate Theses, Dissertations, and Problem Reports (ETD)

Recent Appalachian Basin Geothermal Play Fairway Analysis estimated elevated heat flows in north-central West Virginia. This region provides an optimal and unique combination of elevated temperatures and flow necessary for geothermal development along with year-round surface demand for heating and cooling on the campus. Therefore, West Virginia University’s (WVU’s) Morgantown campus has been identified as a prime location in the eastern United States for the development of a geothermal direct-use heating and cooling application. The objective of this study was to perform a feasibility analysis for the development of a geothermal district heating and cooling (GDHC) system for WVU campus …

Mechanism Study Of Shale Gas Conversion Via Chemical Looping And Heterocatalytic Processes, Lei Bai

Graduate Theses, Dissertations, and Problem Reports (ETD)

The shale gas revolution has significantly changed the energy landscape in US. The technical-feasible, energy-effective schemes for shale gas combustion and utilization, especially from remote resources, have attracted increasing interest due to expensive transportation/distribution cost. In this research, for the first time, chemical looping combustion (CLC) of methane with inherent CO₂ capture, oxidative coupling of methane (OCM) and dehydro-aromatization (DHA) of ethane are systematically studied as promising alternatives at O₂-rich, O₂-lean and non-oxidative conditions, respectively.

Chemical looping combustion is bridging clean fuel combustion in energy production with inherent CO₂ capture. CLC utilized an oxygen …

Improving The Delivered Specific Impulse Of Composite Rocket Propellant Through Alteration Of Chemical Composition: Methodology And Parameters For Characterization Of Propellant And Validation Of Simulation Software Common To The Amateur Rocketry Community, Isaac O'Brien, Austin Ryan

Williams Honors College, Honors Research Projects

In this study, two solid composite rocket propellants were designed utilizing ProPEP, a rocket propellant formulation software common in the amateur and hobby rocketry communities. The two propellants were designed to optimize specific impulse relative to a literature propellant designed by 1020 Research Labs. The literature propellant was also tested in order to validate the design of experiment as well as the mixing and testing procedures. All three propellants, which includes the literature propellant RCS-P, and the two novel propellants AKR-P1 and AKR-P2 were characterized with static tests. The results of the static tests provide data on propellant performance and …

Effects Of Micro-Features On Cell Detachment From Poly(N-Isopropylacrylamide) Coated Polydimethylsiloxane Membranes, Luke Webel

Williams Honors College, Honors Research Projects

The tested hypothesis was that features on polydimethylsiloxane (PDMS) surfaces coated with a poly(N-isopropylacrylamide)/aminopropyltriethoxysilane or pNIPAAM/APTES thin film would accelerate cell detachment than the film coated on a unfeatured surface. This project tested samples with features generated by molds, wrinkling, and sandpaper roughened substrates. Surface feature generation methods were limited to mechanical means, and characterized by microscopy and strain rates. 50/50 mixtures of 1.5 wt.% pNIPAAM/ APTES were used to coat thin films (30-40 nm) on PDMS membranes by spin-coating, and the coated membranes were thermally annealed to chemically graft pNIPAAm/APTES on the membrane and their thermo-responsive property was assessed …

Increasing Mechanical Properties Of A Double Network Hydrogel From Polyacrylamide And Agar With Methylenebisacrylamide As A Photocrosslinker, Madelyn Jeske

Williams Honors College, Honors Research Projects

Double Network hydrogels are three dimensional networks of a soft, mechanically tough material that have been used for drug delivery, agriculture, adhesives, and other widely applicable uses. Using the one-pot method, a single hydrogel can be produced in 3 hours as opposed to the once demonstrated three days. It has been found that with a first, physically cross linked network and a second, chemically cross linked, hybrid double network hydrogels exhibit high mechanical properties and are freeshapeable. Agar is a thermoreversible organic molecule with a triple helix structure that provides an excellent first network that organizes into aggregate bundles once …

Fluidized Bed Classroom Demonstration Unit, Theresa Chapa

Williams Honors College, Honors Research Projects

Fluid and Thermal Operations is a 4th year chemical engineering course at the University of Akron designed to introduce undergraduate students to the engineering and mathematical concepts behind the operation of a fluidized bed. The purpose of this honors project is to design and manufacture an inexpensive and portable unit that can be used in the classroom to visually demonstrate three functions of a fluidized bed to students. The fluidized bed is manufactured from items that can be purchased from a department or hardware store, is capable of being transported by a single person to and from a classroom and …

Fabrication And Characterization Of Nanofiber Nylon-6-Mwcnt As An Electrochemical Sensor For Sodium Ions Concentration Detection In Sweat, Kelsey Mills

Williams Honors College, Honors Research Projects

Fabrication and characterization nylon-6-MWCNT nanofiber as an electrochemical sensor to detect sodium ion concentrations specifically in sweat. Using contact angle to determine surface morphology and chronoamperometry testing to identify ideal sensor conditions, tests optimized parameters like weight percent of nylon or other polymers, carbon nanotube (CNT) isomer, and solution concentration to determine reproducibility of functional sensors. Utilizing the electric qualities of carbon nanotubes partnered with the sodium ion selectivity of calixarene treatment and polymers unique properties like flexibility and scalability create open an arena for optimizing sodium ion sensors for further development for functional prototypes. Morphology tests showed that the …

Development Of Cardanol-Based Epoxy Coating, Nicholas Pottschmidt

Williams Honors College, Honors Research Projects

The purpose of this project was to determine the suitability of cardanol glycidyl ether (CGE) as a substitute for trimethylolpropane triglycidyl ether (TMPGE) as the reactive diluent in epoxy coatings. CGE may be a naturally-derived alternative to TMPGE, which is a commonly-used petroleum-derived reactive diluent. Epoxy coatings were formulated with CGE replacing increasing amounts of TMPGE in the formulation. Corrosion protection provided by the coatings was evaluated with electrochemical impedance spectroscopy (EIS). Mechanical properties of the coatings (hardness, flexibility, adhesion, and impact resistance) were evaluated with applicable ASTM standards.

EIS results revealed the coating formulated with only CGE had superior …

Synthesis Of Polyurethane From Sustainable Sources, Jovan Jevric

Williams Honors College, Honors Research Projects

The most common method of polyurethanes involves a reaction between various petroleum-based isocyanates and a polyol along with a catalyst; all of which have a negative impact on environmental and human health. The objective of this research project is to eliminate or mitigate the risks and hazards associated with the production and degradation of polyurethane. Hexamethylene diisocyanate isocyanurates (3HDI) are one of the most common isocyanates used in the polyurethane processing industry. 3HDI contains numerous toxins, and it has a negative impact on the environment and human health¹. It has been found that there are other compounds that …

Chronoamperometry Analysis Of Sweat Sensor Technology, Evan Fritz

Williams Honors College, Honors Research Projects

Due to the demand for in-situ electrolyte sodium sensors, prototype sensors have been produced to create a product for athletes and marathoners to monitor hydration levels. These senors address a desire in the marketplace for athletic monitoring for overall athlete wellness and performance. Sweat sensor samples were created using Multi-walled Carbon Nanotubes functionalized on a Nylon-6 fiber mat using cyclo-oligomeric Calixarene. This production process produces sensors capable of detecting sodium ion concentration present in human sweat in presence of an electric current. Chronoamperometry analysis is used in this manner to determine the functionality of the sensors. Much of the research …

Magnetic Amphiphiles And Their Potential Applications For Low Energy Separations Processes, Alexander Fortenberry

Electronic Theses and Dissertations

Predicting the behavior of magnetic surfactants in magnetic fields is critical for designing magnetically driven processes such as chemical separations or the tuning of surface tensions. Our work supports the hypothesis that the ability of magnetic fields to alter the interfacial properties of magnetic surfactant solutions depends on the strength of association between the magnetic and surfactant moieties of the surfactant molecules. Our research shows that the stability of a magnetic surfactant in an aqueous environment is dependent upon the type of complex that contains the paramagnetic element and these findings provide valuable insight for the design of magnetic surfactants …

Comparative Kinetic Modeling Of Growth And Molecular Hydrogen Overproduction By Engineered Strains Of Thermotoga Maritima, Raghuveer Singh, Rahul Tevatia, Derrick White, Yaşar Demirel, Paul H. Blum

Department of Chemical and Biomolecular Engineering: Faculty Publications

Thermotoga maritima is an anaerobic hyperthermophilic bacterium known for its high amounts of hydrogen (H₂) production. In the current study, the kinetic modeling was applied on the engineered strains of T. maritima that surpassed the natural H₂ production limit. The study generated a kinetic model explaining H₂ overproduction and predicted a continuous fermentation system. A Leudking-Piret equation-based model predicted that H₂ production by Tma200 (0.217 mol-H₂ g^–1-biomass) and Tma100 (0.147 mol-H₂ g^–1-biomass) were higher than wild type (0.096 mol-H₂ g^–1 -biomass) with reduced rates of maltose utilization. …

A Critical Review Of Using High Viscosity Friction Reducers As Fracturing Fluids For Hydraulic Fracturing Applications, Mohammed Ba Geri, Abdulmohsin Imqam, Ralph E. Flori

Geosciences and Geological and Petroleum Engineering Faculty Research & Creative Works

The primary purpose of using traditional friction reducers in stimulation treatments is to overcome the tubular drag while pumping at high flow rates. Hydraulic fracturing is the main technology used to produce hydrocarbon from extremely low permeability rock. Even though slickwater (water fracturing with few chemical additives) used to be one of the most common fracturing fluids, several concerns are still associated with its use, including usage of freshwater, high-cost operation, and environmental issues. Therefore, current practice in hydraulic fracturing is to use alternative fluid systems that are cost effective and have less environmental impact, such as fluids which utilize …

Polyvinylpyrrolidone - Reduced Graphene Oxide - Pd Nanoparticles As An Efficient Nanocomposite For Catalysis Applications In Cross-Coupling Reactions, Hany A. Elazab, Tamer T. El-Idreesy

Chemical and Biochemical Engineering Faculty Research & Creative Works

This paper reported a scientific approach adopting microwave-assisted synthesis as a synthetic route for preparing highly active palladium nanoparticles stabilized by polyvinylpyrrolidone (Pd/PVP) and supported on reduced Graphene oxide (rGO) as a highly active catalyst used for Suzuki, Heck, and Sonogashira cross coupling reactions with remarkable turnover number (6500) and turnover frequency of 78000 h-1. Pd/PVP nanoparticles supported on reduced Graphene oxide nanosheets (Pd-PVP/rGO) showed an outstanding performance through high catalytic activity towards cross coupling reactions. A simple, reproducible, and reliable method was used to prepare this efficient catalyst using microwave irradiation synthetic conditions. The synthesis approach requires simultaneous reduction …

Hydrothermal Synthesis Of Graphene Supported Pd/Fe 3 O 4 Nanoparticles As Efficient Magnetic Catalysts For Suzuki Cross – Coupling, Hany A. Elazab, Mamdouh A. Gadalla, Mohamed A. Sadek, Tamer T. El-Idreesy

Chemical and Biochemical Engineering Faculty Research & Creative Works

This research reports a reproducible, reliable, and efficient method for preparing palladium nanoparticles dispersed on a composite of Fe₃O₄ and graphene as an active catalyst with high efficiency for being used in Suzuki cross – coupling reactions. Graphene supported Pd/Fe₃O₄ nanoparticles (Pd/Fe₃O₄ /G) exhibit a remarkable catalytic performance towards Suzuki coupling reactions. Moreover, the prepared catalyst recyclability was up to nine times without losing its high catalytic activity. The catalyst was prepared using hydrothermal synthesis; the prepared catalyst is magnetic in order to facilitate catalyst separation out of the reaction medium …

Slightly Fluorination Of Al2o3 Ald Coating On Li1.2mn0.54co0.13ni0.13o2 Electrodes: Interface Reaction To Create Stable Solid Permeable Interphase Layer, Han Yu, Yan Gao, Xinhua Liang

Chemical and Biochemical Engineering Faculty Research & Creative Works

Improving the performance of cathodes by using surface coatings has proven to be an effective method for improving the stability of Li-ion batteries (LIBs), while a high-quality film satisfying all requirements of electrochemical inertia, chemical stability, and lithium-ion conductivity has not been found. In this study, a composite film composed of Al₂O₃ and AlF₃ layers was coated on the surface of Li_1.2Mn_0.54Co_0.13Ni_0.13O₂ (Li-rich NMC) based electrodes by atomic layer deposition (ALD). By varying the ratio of Al₂O₃ and AlF₃, an optimal coating …

Well-Ordered Mesoporous Silica And Bioactive Glasses: Promise For Improved Hemostasis, Sara Pourshahrestani, Nahrizul Adib Kadri, Ehsan Zeimaran, Mark R. Towler

Chemical and Biochemical Engineering Faculty Research & Creative Works

Immediate control of uncontrolled bleeding and infection are essential for saving lives in both combat and civilian arenas. Inorganic well-ordered mesoporous silica and bioactive glasses have recently shown great promise for accelerating hemostasis and infection control. However, to date, there has been no comprehensive report assessing their specific mechanism of action in accelerating the hemostasis process and exerting an antibacterial effect. After providing a brief overview of the hemostasis process, this review presents a critical overview of the recently developed inorganic mesoporous silica and bioactive glass-based materials proposed for hemostatic clinical applications and specifically investigates their unique characteristics that render …