Engineering Commons^™

Equivalent Circuit Model Generation For Batteries Using Non-Ideal Test Data, Logan Crain

Theses and Dissertations

Modeling is a key component in the development of battery products. While there are multiple levels of complexity which may be achieved in model development, equivalent circuit modeling is able to quickly produce reliable and accurate predictions for battery behavior. While the use of equivalent circuit models has been described in great detail for lithium ion batteries, it is also desirable to use this methodology regardless of chemistry, specifically with respect to lead-acid technology. When developing battery models for predicting battery behavior in a vehicle, the testing methods meant to mimic vehicle applications often cause non-ideal data for model generation. …

Applications Of Dynamic Mode Decomposition And Sparse Reconstruction In The Data-Driven Dynamic Analysis Of Physical Systems, Mojtaba F. Fathi

Theses and Dissertations

Recent advancements in data collection methods and equipment have resulted in a huge increase in the amount of data collected by observing various types of physical phenomena. Regardless of the amount of data collected, it is well known for many physical systems, the so-called information rank of the collected data is much lower than the rank of the data itself. This usually means the data may be represented sparsely in terms of a properly-chosen basis. This realization has led to methods for storing large amounts of data through compression by sacrificing negligible data quality. More importantly, with the advent of …

Transient Analysis Of A Coolant-To-Refrigerant Heat Exchanger To Provide Temporary High Performance In An Automotive Vehicle, Abhinav Ravi

Theses and Dissertations

The objective of this thesis is to provide a numerical and experimental design tool to understand the heat transfer analysis of a coolant reservoir being chilled at a sub-ambient temperature with a goal of eventually providing a transient burst in performance. A high performance vehicle usually has a liquid charge air cooler that cools air before entering the engine. This liquid charge air cooler cools the air by using a specific coolant coming from the low temperature radiator. This study involves a coolant reservoir independent of the low-temperature radiator to provide coolant at a sub-ambient temperature to the liquid charge …

In Silico Analysis Of Advanced Processing Methods For Light-Weight Alloys Powders, Marjan Nezafati

Theses and Dissertations

Light-weight Al and Mg-based metal-matrix nanocomposites (MMNCs) are lauded as one of the most promising structural materials for vehicle, military, and construction applications. These MMNCs are often synthesized using the powder metallurgy (PM) process under liquid nitrogen cryogenic environments to control the grain sizes. It is believed that proper incorporation of the nitrogen species into the bulk lattice during processing could strongly enhance the mechanical properties of MMNCs by forming N-rich dispersoids. In this work, using the density-functional theory (DFT), the adsorption, absorption and diffusion behavior of nitrogen molecule/atoms have been studied and related to t Al and Mg MMNC …

A Novel Numerical Method To Analyze Laminar Flow In Serrated Plate-Fin Heat Exchanger Designs, Nabila Rubaiya

Theses and Dissertations

In the present research work, a simple numerical method has been explored to calculate the performance of serrated plate-fins. The numerical data of heat transfer and pressure drop performances have been compared with the available literature [6, 21], by means of calculating Chilton-Colburn j Factor and Fanning Friction Factor f, respectively. The numerical findings show good agreement with the experimental results from literature. Hence, the numerical analysis procedure proposed in this paper can be used to predict the performance of new designs of plate fins including different types of notched serrated fins. A detailed calculation and analysis of results have …

Manufacturing Energy Consumption And Assessment For Us Small And Medium Sized Manufacturers, Yadan Zeng

Theses and Dissertations

U.S. Manufacturing sector consumes remarkable amount of energy while the energy efficiency is quite low. Energy consumption of CNC machines is significant and various empirical models have been developed to model the Specific Energy Consumption (SEC) of CNC machines. However, most of the models are developed for specific machines, hence have limited applications in manufacturing industry. In this research, a general empirical SEC model for milling machine at certain power level is developed based on actual cutting experimental data. In this model, stand-by power and spindle power are used in the SEC model for the first time. The Material Removal …

Coordination And Control For A Team Of Mobile Robots In An Unknown Dynamic Environment, Sucheta Roy

Theses and Dissertations

This research presents a dual-level control structure for controlling a mobile robot or a group of robots to navigate through a dynamic environment (such as an object is moving in the workspace of a robot). The higher-level controller operates in cooperation with robot’s state estimation and mapping algorithm, Extended Kalman Filter – Simultaneous Localization and Mapping (EKFSLAM), and the lower-level controller (PID) controls the motion of the robot when it, encounters an obstacle, i.e., it reorients the robot to a predefined rebound angle and move it straight to maneuver around the obstacle until the robot is out of the obstacle …

Ac-Impedance Investigations Of Li-Ion Batteries With Wide Temperature Performance, Huainan Qu

Theses and Dissertations

Solid electrolyte interphase (SEI) of lithium-ion batteries in three electrode pouch cells was studied by using electrochemical impedance spectroscopy (EIS). Two kinds of electrolytes were used for the comparison purpose. Electrochemical impedance of individual electrodes and the full cell was measured in various state of aging, charge and temperature conditions. The equivalent circuit was identified through distribution of relaxation times (DRT), and then used to fit the impedance data. The results show that majority of the full cell impedance at -20℃ arises from anode SEI.

Towards Better Understanding Of Failure Modes In Lithium-Ion Batteries: Design For Safety, Alex B. Francis

Theses and Dissertations

In this digital age, energy storage technologies become more sophisticated and more widely used as we shift from traditional fossil fuel energy sources to renewable solutions. Specifically, consumer electronics devices and hybrid/electric vehicles demand better energy storage. Lithium-ion batteries have become a popular choice for meeting increased energy storage and power density needs. Like any energy solution, take for example the flammability of gasoline for automobiles, there are safety concerns surrounding the implications of failure. Although lithium-ion battery technology has existed for some time, the public interest in safety has become of higher concern with media stories reporting catastrophic cellular …

Graphene-Based Lubrication For Tribological Applications: Nanolubricants And Self-Lubricating Nanocomposites, Emad Omrani

Theses and Dissertations

In this work, the effects of graphene nanoplatelets (GNPs) additives on tribological properties of aluminum are investigated. The objective of this research is to investigate and explain the enhancement mechanisms of GNPs at the contact surface during tribological testing. The graphene nanoplatelets are studied both as an oil additive (Chapter I) and as a reinforcement (Chapter II) experimentally. The coefficient of friction (COF) and wear rate were identified using a pin-on-disk test setup.

Mineral, organic, and synthetic oils are not always efficient enough to satisfy the demands of a high-performance lubricant; therefore, mixing additives with base fluids is an approach …

Effects Of Metal Sulfate Electrolyte Additives On Charge Acceptance In Agm Batteries, Alex Drake

Theses and Dissertations

In the United States the transportation sector is the second largest source of greenhouse gas emissions, making up 27% of the total greenhouse gas emitted in 2015. Within the transportation sector passenger vehicles make up the largest percentage of emissions at 41.6% [1]. To help curb passenger vehicle CO2 emissions manufacturers are adopting increasing amounts of hybrid technology. Micro-hybrid technology utilizes a typical internal combustion engine and lead-acid battery partnered with Start-Stop technology and regenerative breaking to decrease emissions by 5-12%. To keep up with the electrical demands of this type of use, advanced lead acid batteries in the form …

Novel Algorithms For Merging Computational Fluid Dynamics And 4d Flow Mri, Ali Bakhshinejad

Theses and Dissertations

Time-resolved three-dimensional spatial encoding combined with three-directional velocity-encoded phase contrast magnetic resonance imaging (termed as 4D flow MRI), can provide valuable information for diagnosis, treatment, and monitoring of vascular diseases. The accuracy of this technique, however, is limited by errors in flow estimation due to acquisition noise as well as systematic errors. Furthermore, available spatial resolution is limited to 1.5mm - 3mm and temporal resolution is limited to 30-40ms. This is often grossly inadequate to resolve flow details in small arteries, such as those in cerebral circulation. Recently, there have been efforts to address the limitations of the spatial and …

Demand Side Management For Building Energy Efficiency Through Hybrid Daylighting System And Battery Energy Storage System, Tonghui Li

Theses and Dissertations

This dissertation aims to investigate demand side management (DSM) to improve building energy efficiency and reduce on-peak electricity demand. Daylighting device and battery energy storage system (BESS) for peak shaving are proposed and studied. To reduce the cost and improve the efficiency of building lighting, an innovative parabolic trough solar lighting and thermal (PTL/T) system is designed and analyzed. In the proposed system, a parabolic trough collector (PTC) controlled by two-axis solar tracking system is used as solar collector. The collected sunlight is split by a cold mirror into visible light and infrared light. The visible light is reflected by …

Impact Load Identification Using Optimal Sensor Placement And Model Reduction, Bella Jackson Chembakassery

Theses and Dissertations

Any structure which is used in service can be subjected to different kinds of loads such as static, dynamic, moving or impact loads. It is very much necessary such structures are reliable and robust enough to be used for service. Hence accurately estimating the load acting on the structure is very important. In case of impact loading, it is very difficult to estimate the load because it acts for a short period of time. For such loading, the structural response of the system can be used as a medium to estimate the applied load. The structural response used could be …

High Sensitivity Phosphate Ion Sensor Based On Graphene Oxide Field-Effect Transistor, Bing Jin

Theses and Dissertations

Excessive phosphates in water can lead to eutrophication and algae growth. Management of phosphorus in water requires accurate and accessible detection technologies to ensure real-time monitoring of phosphorus. Current sensing technologies for phosphorus have limitations and disadvantages. This thesis study will explore a low-cost, ultrasensitive, and real-time water sensor for monitoring phosphates in agriculture runoff, wastewater, and surface water by collaborating with MWRD (Metropolitan Water Reclamation District of Greater Chicago), Grande Cheese Company and Wisconsin DNR (Department of Natural Resources). The innovative sensing technology takes advantage of nanomaterial advancements to realize real-time phosphorus detection.

Specifically, we report an ultrasensitive phosphate …

Novel Nanostructured Metal Oxide Materials For Water Treatment And Advanced Rechargeable Batteries, Jingwan Huo

Theses and Dissertations

Clean water and energy shortage problems are pressing issues human facing today, as they not only cause many problems including public health and environmental deteriorations, but also threaten sustainable development of human society. It is urgent and critical to address and solve these problems.

Among various technologies, photocatalysis and adsorption applications in water and wastewater catch a lot of attention in recent years, for their low costs and for no requirement for chemical additives or thermal inputs. Photodegradation of contaminants by nanomaterials as catalysts is an important method in water and wastewater treatment. The adsorption is mainly through complexation between …

Synthesis And Characterization Of Transition Metal Oxide And Dichalcogenide Nanomaterials For Energy And Environmental Applications, Ren Ren

Theses and Dissertations

Transition metal oxides (TMOs) and transition metal dichalcogenides (TMDs) have gained immense interest recently for energy and environmental applications due to their exceptional structural, electronic, and optical properties. For example, titanium dioxide (TiO2) as one of the TMO photocatalysts has been widely studied due to its stability, non-toxicity, wide availability, and high efficiency. However, its wide bandgap significantly limits its use under visible light or solar light. Recent studies also show that semiconducting TMDs could be used as potential supercapacitor electrode materials and platinum (Pt)-free electrocatalysts for economical utilization of renewable energy, because the high cost and scarcity of Pt …

Analysis Of Dynamic Mode Decomposition, Archana Muniraju

Theses and Dissertations

In this master thesis, a study was conducted on a method known as Dynamic mode decomposition(DMD), an equation-free technique which does not require to know the underlying governing equations of the complex data. As a result of massive datasets from various resources, like experiments, simulation, historical records, etc. has led to an increasing demand for an efficient method for data mining and analysis techniques. The main goals of data mining are the description and prediction. Description involves finding patterns in the data and prediction involves predicting the system dynamics. An important aspect when analyzing an algorithm is testing. In this …

Study Of Separator Damage Effects On Lithium Ion Battery Cell's Performance, Mason Pingel

Theses and Dissertations

In the world of energy storage technology, Lithium Ion batteries are considered to be among the most efficient in terms of energy- and power density. However, many consumers are fearful of the potential dangers involved in using this technology. One approach to improving the battery’s safety is to focus on design of the cell itself. The separator seems to be the obvious choice in a quest to improve its safety since alterations to the other components of a battery could easily compromise the efficiency of the cell. The methods herein provide experimental results and insights that could be used to …

Transient Load Recovery Using Strain Measurements And Model Reduction, Bibek Wagle

Theses and Dissertations

A transient load is defined as a loading condition where the magnitude of the load changes rapidly in a short period of time. Impact loads are a common example of transient loading. It is well known that impact loads can have disastrous effect on the structure compared loads applied over a longer period of time. An identification of impact loads is an important aspect in the design of structures.

A direct identification of applied force on a structure through use of force transducers is not possible under all situations. In such cases, the structural response could be used to recover …