Engineering: Recent submissions
Now showing items 21-40 of 520
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Measuring fuel consumption as a proxy for heat loads in rural AlaskaResearchers with the Alaska Center for Energy and Power have developed a prototype of a non-invasive tool, the Pump Monitoring Apparatus (PuMA), to monitor the heating fuel consumption of a fuel oil vented heater. The goal of this project is to test the PuMA and develop it into a marketable tool for residential heat load research. As a majority of Alaskans rely on fuel oil to heat their homes, monitoring fuel usage is useful for two reasons. First, if the fuel oil vented heater is the only source of heat in the home, fuel oil consumption can be used as a proxy for residential heat load and thermal characteristics of the home can be deduced. Secondly, knowing heating fuel usage daily and seasonally can help inform researchers and consumers how human behavior and different home efficiency measures affect heat demand. There is currently a lack of a historical record of heating fuel consumption, limited understanding of home heating patterns on a daily, monthly and annual basis, and incomplete documentation of community heat loads. PuMA accuracy in calculating total heating fuel consumption was evaluated to range 3-10% from the actual value during testing. Several deployments of the PuMA have demonstrated its capability to remotely capture and report heating fuel consumption data, but have also highlighted technical challenges that will need to be addressed in future iterations of this tool.
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Development of sulfidogenic bioremediation technology for the treatment of acid mine drainage in AlaskaWhen it comes to the treatment of acid mine drainage (AMD), sulfate-reducing bioreactors are more sustainable and inexpensive compared to traditional alkaline treatment methods. As a passive system, sulfate-reducing bioreactors require not only less energy, but also less labor for operation. Sulfate reducing microbial community present in the bioreactor utilizes 𝑆𝑂42− as electron acceptor and supplemented organic matter, such as glycerol, as terminal electron donor, and generates alkalinity and sulfides. This process not only neutralizes the acidity, but also removes soluble sulfate. The sulfides can further react with dissolved metal ions in the wastewater and produce precipitates. In this research, pilot scale column bioreactors were operated for 508 days at low pH and temperature conditions while being fed with AMD feed solution containing dissolved metals. The operating temperature varied between 5°C to 15°C to simulate the water temperature from early spring to later fall in Alaska. Our results showed that sulfidogenesis conditions in the bioreactors were able to help achieve complete removal of soluble zinc in all operating conditions, along with high removal of soluble iron and manganese.
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High voltage power supply for a small plasma spectrometerThis thesis describes the design, manufacturing, and testing of a high voltage power supply for an electron spectrometer to be used on a small spacecraft. The challenge was reducing complexity, size, and power consumption enough to be useful for a CubeSat or a sounding rocket sub-payload. The power supply has two purposes: i) it produces DC at roughly 2000 V for a microchannel plate detector and ii) it produces exponential voltage sweeps from about +4000 V to below 5 V for an electrostatic analyzer. This power supply uses solid state relays for a charge pump and for producing voltage sweeps with capacitive discharge. The detector power supply is software and hardware regulated to provide tunable output up to 2400 V, with voltage drift and ripple of around ±1%. The power supply is managed by an MSP430 microcontroller. It includes several automatic, hardware-based, closed-loop controls to stabilize performance across a range of temperatures, input voltages, and component parameters. All digital switching, signal changes, measurements, and monitoring are done in a single control loop. The design includes thermal protection, current limiting, a hardware watchdog, transient voltage suppression, and hardware-based overvoltage protection. The circuits survived thermal vacuum testing, operating within specifications for several weeks during many cycles of -40 °C to +70°C. The supply operated a real spectrometer inside an electron beam chamber. The consistent voltage sweeps allowed the spectrometer to accurately distinguish electron beam energies. This power supply is a successful proof of concept for powering a microchannel plate detector and an electrostatic analyzer at over 4000 V using a single 64 mm diameter circuit board, consuming 0.5 W or less from a small spacecraft.
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Geophysical investigation of permafrost conditions in a thermokarst-prone area in Fairbanks, AlaskaPermafrost degradation is a significant environmental concern for cold regions, posing risks to communities and infrastructure. The warming of near-surface permafrost leads to diverse topographic variations in the Arctic and sub-Arctic communities. The varying rates of thawing permafrost, influenced by ground ice content, give rise to geologic hazards like thermokarst, which causes ground subsidence. This gradual or sudden subsidence endangers existing infrastructure and economic activities in cold regions. A subsurface 2D Electrical Resistivity Tomography survey was conducted in the West Ridge area of the University of Alaska Fairbanks upper campus to advance our understanding of frozen ground conditions. The objective was to monitor the ground thermal regime and permafrost conditions over a year and characterize permafrost conditions at a thermokarst-prone site. Various data filtering and processing techniques were employed for analysis, including the Depth of Investigation index, optimal smoothing parameters, and the utilization of two array types. Additionally, borehole data and the Very Low-Frequency Electromagnetic method were integrated to provide further insights into subsurface features and resistivity contrasts. This approach aimed to mitigate potential misinterpretation or overinterpretation of inversion results. By employing the 2D Electrical Resistivity Tomography method, we gained valuable information on the spatial variability of transient processes, such as the movement of freezing and thawing fronts. Analysis of the time-lapse data revealed a pronounced increase in resistivity within the active layer during the winter, followed by a decrease during summer. Resistivity profiles across the site prone to thermokarst depression exhibited distinct variations in permafrost conditions, with both low and high resistive anomalies observed along the transects. These anomalies, representing taliks and ice wedges, were characterized by resistivity values below 50 Ωm and above 700 Ωm, respectively. The Very Low-Frequency Electromagnetic method results demonstrated similar resistivity trends, although the anomaly patterns differed from those observed in the ERT data. The outcomes of this study contribute to an improved understanding of permafrost, which is vital for engineering applications and infrastructure stability.
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Improving the efficiency of a flooded-bed dust scrubber using a modified demisterDust generation is a significant issue in the U.S. mining industry, particularly the underground coal mining industry. It causes health and safety issues for the miners working underground. Prolonged exposure to high concentrations of respirable dust (dust of aerodynamic diameter < 10 μm) causes various diseases, including pneumoconiosis, also known as Black Lung, and silicosis. These diseases lead to an airflow blockage in the lungs, causing lung failure or death. Several techniques have been used to capture respirable dust particles, and a flooded-bed scrubber integrated into a continuous miner is one of them. This research focuses on increasing the efficiency of a flooded-bed scrubber by modifying the geometry of one of its components, known as a demister. A demister consists of a series of sinusoidal plates that separate water droplets from air and contribute to the capture efficiency and pressure drop across the scrubber. The geometry of the demister was modified by adding aerodynamic devices, called Vortex Generators (VG), on its plates. Several computational fluid dynamics (CFD) models of a modified demister were created, and CFD simulations were performed. An analysis of results indicated an improved water droplet capture efficiency for the modified demister. The study also discovered a potential to reduce the size of the demister which will reduce the pressure drop and eventually the energy consumption of the scrubber.
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Experimental examination of corrosion preventative coating: titanium dioxide nanoparticle reinforced polystyrene nanocompositeThe material revolution that so many engineers have longed for has at last reached public forethought. Nanomaterials, characterized by having at least one dimension in the size of one to hundreds of nanometers, have properties that differ from their bulk material properties. The number of materials that engineers have available for synthesis of designs has greatly increased in the last ten years, and they can now tailor the material with choices from the macro to the nanoscale, and everything in between. Conventional coatings, consisting of a binder and particles, can have improved properties by the inclusion of particles in the nanoscale regime. Ultraviolet resistance, corrosion inhibition, and toughness are just a few of the ways that nanomaterials can improve conventional materials. Disparate fields of mechanical engineering have already seen improvement due to nanomaterials, including heat transfer, lubricity, and mechanical strength; the field for applying nanomaterials is fast growing and cross discipline, nanoscale coatings are sure to have huge impacts on computing, aerospace design, pollution, and a myriad of other applications. This project was conducted to examine the effects of including anatase titanium dioxide nanoparticles into a polystyrene layer through capillary rise infiltration and the improvement of corrosion resistance compared to a conventional polymer coating.
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Mitigation of ground control issues using artificial intelligence techniquesGround hazards are a major safety concern in underground mines, causing deaths, injuries, and lost work time to miners. Although ground hazards such as roof fall accidents have steadily and significantly declined over the last decade, the safety hazards associated with ground hazards still account for a significant portion of the total number of accidents in the underground mining industry. One of the main reasons behind ground hazards in underground mines is abrupt changes in geological conditions that may decrease the competence of the rocks surrounding an excavation, resulting in ground failure. The changes in geological can be detected in a mined-out area, and a possible roof fall accident can be avoided if prompt countermeasures are taken, but changes cannot be easily foreseen in unexcavated areas. An obvious solution to this issue would be to predict strata geological conditions in advance of mining, followed by risk assessment and design of a safe and cost-effective ground support system. The prediction of geological conditions plays a vital role in mine planning and design. It is significantly important for the mine workers' safety and could be economically attractive in terms of increased productivity and reduced production loss. However, predicting changes in geological conditions in unexcavated areas is a complex task, and it requires proper mine strata characterization and mine design. This research aims to address ground control issues in the mining industry by utilizing Artificial intelligence (AI) techniques to predict lithology and RQD based on the location input data ( x, y, and z coordinates). The accurate prediction of lithology and RQD is crucial for effective ground control management in mining operations. The methodology developed in this research involves the creation of a predictive model using various machine learning algorithms. The input dataset is comprised of drill hole x, y, and z coordinates, and the outputs are lithology and the RQD. The model was trained, optimized, and validated using a large set of drill hole data from an underground metal mine. The results show that the random forest (RF) model performed better than other models, with a prediction accuracy of 98%. The trained model was used to build an interactive-user interface. By inputing just any location x,y, and z coordinates within the mine, into the interface, authorized users can get output of lithology and RQD for that location. This research may help improve the accuracy and the efficiency of ground control management practices in the mining industry, as well as economically benefit the industry.
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A Low-cost alternative to mitigate heavy metal and phosphorous contamination in waterHeavy metals and phosphorous are contaminants that may enter surface waters through mining and agricultural activities. As these activities occur in Alaska, it is important to analyze locally available biosorption materials that may be available in Alaska and may reduce costs to current treatment methods. The adsorption of lead (Pb), cadmium (Cd), and phosphorous (P), by sodium hydroxide-treated, Alaskasourced spruce sawdust at 6.5°C, 15°C and 22.5°C was analyzed. Three kinetic models (zero-order, pseudo first-order, and pseudo second-order) were used to analyze the adsorption kinetics and mechanism. The pseudo second-order kinetic model best described the adsorption of Pb, Cd, and P at all three temperatures, and the adsorption mechanism was determined to be driven by chemisorption. Optimal contact time for adsorption was determined for all three temperatures. At 22.5OC, adsorption equilibrium was reached at 3 hr, 1 hr, and 1.5 hr for Pb, Cd, and P, respectively. Adsorption equilibrium at 15OC was reached at 9 hr, 7 hr, and 9 hr for Pb, Cd, and P, respectively. At the lowest temperature, 6.5 OC, adsorption equilibrium was reached at 11 hr, 14 hr, and 12 hr for Pb, Cd, and P, respectively. Adsorption behavior was further evaluated by fitting the Langmuir and Freundlich isotherm models to the adsorption isotherm data. The adsorption behavior of Pb, Cd, and P were found to vary greatly from each other at each analyzed temperature. Pb adsorption favored the Langmuir isotherm, while Cd and P favored the Freundlich isotherm. Further, adsorption of Cd was found to be unfavorable to the spruce sawdust adsorbent. Apart from elucidating the adsorption properties ofspruce sawdust for locally relevant contaminants, the adsorption data trends in this work suggested that the temperature effects on the adsorption of Pb, Cd, and P vary. The effects of decreasing temperature are not equal for the adsorption of these different sorbates, indicating adsorption limitations at decreased temperatures, that may vary with respect to sorbates analyzed in adsorption studies.
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Development of a sulfolane plume in an aquifer located in discontinuous permafrostThe release of sulfolane from a petroleum refinery to a river flood plain aquifer in a discontinuous permafrost region in North Pole, Alaska has been thoroughly monitored, with the initial site characterizations beginning in 2009. It has been observed that the sulfolane plume advancement is different from typical contaminant plume development in aquifers in the temperate region. This difference relates to the existence of permafrost. Permafrost itself is impermeable but open or lateral taliks provide a connection point of subpermafrost and suprapermafrost groundwater. The redirection of groundwater by these thawed areas in permafrost can produce unpredictable contaminant concentrations at various depths of the aquifers. Groundwater also has the ability to converge and diverge as a result of varying permafrost-table distribution. The contaminant can be channeled and redirected in an area with a deep permafrost-table and be absent or minimal along a shallow permafrost-table. The objective of this study is to examine the relationship between the progression of the sulfolane groundwater plume and the spatial distribution of the discontinuous permafrost and topography in the area between the Tanana and Chena Rivers using the results obtained from 156 monitoring wells, including well logs and sulfolane concentrations. An additional goal of this research is to classify the permafrost features and mechanisms controlling the transport of sulfolane. Spatial maps of the temporal contaminant distribution are produced to aid with the plume delineation, as well as contaminant trend analyses for each monitoring well (shallow/mid/deep) sulfolane concentration over the measured period. A permafrost-table elevation (top of permafrost) map was developed and utilized as a base map under the sulfolane concentration contours to correlate permafrost location and the spatial distribution of sulfolane over a period of six years. This study finds that the variable distribution of permafrost has a great effect on the flow of groundwater, and thus contamination, in the aquifer. The presence of open taliks is the most substantial modifier to the predicted path of the sulfolane groundwater contamination plume. In addition, degradation of permafrost distribution in the future due to thawing would further enhance the preferential movement of the groundwater and sulfolane and continue to move contamination in directions that would not have been predicted by looking at regional groundwater gradients alone. An area thought to be absent of sulfolane contamination may become susceptible, and the well network should be expanded to accommodate extended monitoring of this particular sulfolane plume.
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Investigating factors affecting energy consumption in rural Alaskan water treatment and distribution systems, and exploring energy-saving strategies for wastewater treatment in cold climatesUnderlying permafrost in rural and remote Alaskan communities creates difficulties in connecting these communities to the electrical grid, resulting in the import of fuel from nearby cities by air or barge for electricity generation. During the winter months, a large amount of fuel and electricity is required for water treatment and distribution in these communities to keep the water temperature above freezing. Furthermore, domestic wastewater in rural Alaska is treated within wastewater lagoons, which lose their treatment efficiency during the freezing winter months. In contrast, the biological aerated filter (BAF), which has become an efficient alternative for domestic wastewater treatment in off-grid houses, consumes higher energy in the form of continuous aeration. As a result, residents living in rural Alaska pay significantly higher utility costs compared to the national average. This study is designed with two goals, to determine the factors contributing to higher energy consumption for water treatment and distribution and to evaluate energy consumption and BAF performance for wastewater treatment at different aeration regimes. The overall study is based on the following two hypotheses: (i) factors including seasonal changes, geographical regions, population size, and water distribution system (WDS) types influence energy consumption for water treatment and distribution, and (ii) intermittent aeration saves energy without impacting BAF performance for wastewater treatment. After analyzing energy audit data from the Alaska Native Tribal Health Consortium (ANTHC) for 78 rural Alaskan communities, we found that average per capita energy consumption was highest in interior Alaska (1826 kWh), followed by Northern (917 kWh), Southwestern (660 kWh), Gulf Coast (492 kWh), and Southeastern (136 kWh) regions. Among the water distribution system (WDS) types, piped circulating systems showed the highest energy consumption (1100 kWh), followed by washeteria (1000 kWh), closed hauling (800 kWh), individual wells (550 kWh), and piped pressure (300 kWh) systems. In the BAF experiment, we operated a bench-scale BAF at continuous and intermittent aeration regimes (1 hour on/1 hour off, and 2 hours on/2 hours off) using synthetic wastewater and evaluated the treatment efficiency in terms of chemical oxygen demand (COD) removal. The results showed similar COD removal rates for continuous aeration (67.6%), 1 hour on/1 hour off (66.5%), and 2 hours on/2 hours off (63.4%) aeration regimes. Additionally, we found that intermittent aeration regimes consumed significantly less energy than continuous aeration. This research helps to understand energy consumption for water treatment and distribution in rural Alaskan communities and provides a potential energy-saving approach for treating wastewater in Arctic communities.
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Comparison of Arctic Alaska historical snow data with satellite-derived benchmarks and model results using ILAMB softwareUnderstanding and modeling the permafrost system, hydrologic cycle, energy balance, and biologic systems in the Arctic are dependent, in part, on snow depth and snow distribution. Point-source snow measurements provide ground-truth observations of snow depth and snow water equivalent, although these measurements may be limited in their spatial and temporal distributions. Satellite-derived remote sensing products and gridded model output provide spatial coverage of snow properties, but their applicability is affected by their balance of resolution, computational speed, and accuracy confidence. The goal of this research is to assess the performance of three snow data products derived from remote sensing techniques as well as model output across the North Slope of Alaska with the International Land Model Benchmarking (ILAMB) Project software. Historic ground-based snow data, collected by agencies, academia, and industry, and dating from 1902 to 2021, was curated to create an ILAMB-compatible benchmark dataset for end-of-winter (EOW) snow depth and snow water equivalent (SWE) for the evaluation of the three snow data products: Canadian Sea Ice and Snow Evolution (CanSISE) network SWE; Arctic Boreal Vulnerability Experiment (ABoVE) snow depth; and Energy Exascale Earth System Model (E3SM) Earth Land Model (ELM) snow depth. The ILAMB evaluation results showed that the ABoVE data product is effective in providing the average EOW snow depth for regions of the North Slope but lacks representation of interannual and spatial variability of snow depth. Comparatively, the CanSISE data product and ELM results are inaccurate in magnitude for applicability across the North Slope of Alaska in addition to lacking representation of snow condition spatial variability. In interpreting ILAMB results, factors to consider were representation bias from inconsistent benchmark site distribution throughout the evaluated time period, the range of dates considered to represent the spring snow data, and uncertainty within the individual benchmark values. Future analysis of the same datasets with ILAMB could include diagnostic tests to understand the sources of error better. Thorough spring snow data collection should continue on the North Slope of Alaska to inform and improve Earth System Models.
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Development of an active vacuum insulation panel for use in building applicationsVacuum insulation panels, or VIPs, are among the highest performing forms of building insulation available on the commercial market, with some per inch R-values advertised as 60°F·ft²·hr/(BTU·inch). Though there is strong market demand for high-performing forms of insulation, the adoption of VIPs is hindered by their relatively high costs, uncertain service lifespans, sensitivity to internal pressure changes, susceptibility to thermal bridging along their edges, and other issues. Particularly in building applications, typical VIPs are often passed over in favor of insulation types that can be easily customized on-site, are produced to larger dimensions, and are not as vulnerable to damage or rough handling. Many of these challenges can be addressed by VIPs equipped with the means to be evacuated as often as is necessary to reestablish a desired internal pressure, termed "active VIPs." The primary aim of this research was to develop and assess the thermal performance of an active VIP prototype. A system assembly for testing active VIP prototypes was first developed, and its testing capabilities assessed. Following confirmation of its testing efficacy, an active VIP prototype was constructed using a metallized barrier laminate and fiberglass core insulation, and its performance profiled in terms of its thermal conductivity as a function of the internal pressure. The active VIP prototype was found to have an R-value per inch of about 38°F·ft²·hr/(BTU·inch) at internal pressures on the scale of 10⁰ mTorr. This R-value per inch is about an order of magnitude higher than conventional types of insulation used in building applications. From results obtained, the active VIP prototype may be considered a viable candidate for further research and development.
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A design and implementation of a low-power embedded system for data collection in an airborne sea ice thickness observing systemThe Long-Range Airborne Snow and Sea Ice Thickness Observing System (LASSITOS) is an airborne electromagnetic (AEM) system, currently under development, which uses a customdesigned instrument mounted on an Unmanned Aerial System (UAS) to measure Arctic sea ice and snow thickness. This project requires specialized instruments that are both low-power and lightweight. This thesis describes a design and implementation of a prototype data logging system based on an ultra-low power microcontroller, for the LASSITOS instrument. Three 32-bit Analog-toDigital Converter (ADC) integrated circuits (IC) are used to sample and convert the receiving EM signal at a rate of 19200 SPS. The system is capable of writing the sampled data and diagnostic data to the SD card at a combined rate of up to 307200 B/s. A 30 KB circular buffer is used to avoid data loss during SD card busy periods. Three DMA channels are used to optimize the communication between the ADCs and the SD card over SPI to achieve these data rates.
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Investigating impact of pulp density on flotation performanceThe Red Dog Mine, located in northwest Alaska, is one of the world's largest zinc/lead mines. The processing mill feed consists of a blend of ores from two different pits, namely, the Aqqaluk pit and the Qanaiyaq pit respectively. The mill circuit consists of grinding and multiple flotation circuits which separate zinc and lead minerals from their gangue contents depending on the interfacial tension between hydrophilic/hydrophobic mineral surfaces and their environment. The flotation circuit feed is characterized by high percent solids (~ 50%). Percent solids can potentially have a significant effect on the grade/recovery curve. Thus, it is very common that low-density slurries give better flotation response (high grades), particularly in flotation systems containing a significant amount of liberated hydrophilic unwanted mineral particles. Moreover, the blended feed is metallurgically complex and weathered, thus adversely affecting the performance of the mill. This project investigated the effects of pulp density on Red Dog flotation circuit performance and develop strategies to maximize recovery at 50% solids. Higher solids content increases the rheology of the slurry thereby causing turbulence and froth instability. To study the impacts of slurry density on flotation kinetics, a series of experiments were conducted by varying various operating and process parameters and assessing circuit optimization strategies. Initial batch tests performed on cyclone overflow samples showed that residence time, rotor revolution per minutes (RPM), and slurry density are important factors affecting flotation performance. Lower slurry densities usually lead to better kinetics. However, in the case of the initial tests, results indicated that slurry density has a minimal effect if residence time is increased. It was shown that yields as high as 73% with Lead (Pb) recovery values of 86.20% is possible even at 60% solids concentration by increasing the residence time. If the slurry is sufficiently diluted then higher rotor speeds combined with higher residence time would provide higher yields and recoveries. Initial results indicate that at lower RPM ranges, adequate residence time and higher slurry densities lead to better bubble loading and froth stability. Lead (Pb) and Zinc (Zn) recovery values of 89.42% and 80.33% were achieved at 20% solids and 1800 RPM rotor speed. Future test work includes investigation of froth stability and pulp phase kinetics, statistically, and designed programs to optimize flotation performance in high-density slurries. Several parameters including dosage, and type of collector, pH, the dosage of frother, dosage of depressant, the dosage of activator, type of grinding media, particle size, and bubble size were controlled in the optimization tests. The optimized condition was obtained for both galena, and sphalerite at different solid%. The locked cycle tests were designed based on the Red Dog flotation circuit. At the optimized condition, the grade, and recovery for solid 30% improved by around 0.5%. The optimized condition had a further impact on the flotation performance at a higher solid%. By increasing the solid%, the grade was improved by 1.84%, and 2.24% at galena concentrate for 40%, and 50%, respectively, compared to the normal condition. Recovery was improved for both solid% by less than 1%. The optimized condition increased Zn grade at the flotation circuit by 1%, and recovery by 4% for 40% of solid. In addition, the optimized condition increased grade at the flotation circuit by 5%, and recovery by 4% for 50% of solid.
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Developing a combined intake and exhaust vent for heat recovery ventilation in cold climatesHeat recovery ventilation systems have become increasingly popular in modern residential buildings, particularly in cold climates. This has led to the research and development of supporting technologies, such as combined intake/exhaust vents. Conventionally, the intake and exhaust airflows of a heat recovery ventilation system use separate vents and penetrations in a building's envelope; combined intake/exhaust vents package these airflows together and use only one penetration. This simplifies heat recovery ventilation system installation and can lead to higher operating efficiencies; the implications are reduced up-front and operating costs as well as broadened access to heat recovery ventilation. Unfortunately, in cold climates, existing combined intake/exhaust vent designs are susceptible to frost accumulation, a mode of failure. The aim of this work was to develop a combined intake/exhaust vent more suitable for cold climate use: the Arctic Dual Hood. The design was developed in iterations informed by experimentation. These experiments included climate chamber evaluations and field performance comparisons. This design process produced a functional prototype with favorable frost mitigation characteristics compared to an existing combined intake/exhaust vent design, as determined through the field performance comparisons. Additionally, this prototype observed the constraints and met the performance requirements imposed by the American Society of Heating, Refrigeration, and Air-Conditioning Engineer's Standard 62.2: Ventilation and Acceptable Indoor Air Quality in Residential Buildings.
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Optimization and forecasting algorithms for converter dominated distribution networks using blockchain and AIIntegration of power electronic converter-based distributed energy resources (DERs) in electric power distribution networks is growing exponentially with the recent interest in reducing carbon emissions from fossil fuel-based generation. As the contribution of renewable energy sources in the DER mix continues to increase, so does the incorporation of battery energy storage systems and other controllable loads to compensate for the high variability and uncertainty in the generation from renewable DERs and grid demand. Strategies for increasing the contribution of renewable energy sources and using reserves to accommodate for variations and uncertainty in generation and load include distributed optimal power flow (OPF) methods and improved forecasting. This work proposes a co-optimization of power flow and flexibility reserves, executed on a private blockchain for security, solved using a parameterized deterministic method based on semi-distributed architecture and alternating direction method of multipliers (ADMM) based distributed architecture that addresses uncertainty and enhances the flexibility of the distribution network. However, ADMM guarantees convergence only for strictly convex problems and hence a relax-and-fix heuristic algorithm is proposed in co-ordination with ADMM to solve the OPF problem, which is non-convex in nature. Also, an accurate short-term load forecasting algorithm is essential to reduce the uncertainty in the dispatch results using the OPF algorithm. In this work, a short-term residential load forecasting algorithm is proposed using a two-stage stacked long short-term memory network-based recurrent neural network and Hampel filter to address this issue. All the proposed algorithms are tested using different case studies. Results demonstrate that the proposed algorithms reduce the impact of uncertainty in the distribution network, automate scheduling flexibility reserve and minimize its cost, reduce the OPF execution time using a distributed architecture, and produce residential load forecast with a significantly lower prediction error.
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Experimental investigation of nonthermal enhanced oil recovery techniques for improving oil recovery on Alaska North SlopeExploitation of viscous and heavy oils on Alaska North Slope (ANS) requires nonthermal enhanced oil recovery (EOR) techniques. Currently, three nonthermal EOR methods, including solvent injection, low salinity water (LSW) flooding, and low salinity polymer (LSP) injection, have been proved to be useful on ANS. ANS viscous and heavy oils can be developed effectively by combining those three nonthermal EOR techniques. In this dissertation, lab experiments have been conducted to investigate the potential of the proposed hybrid nonthermal EOR techniques, including HSW (high salinity water)-LSW-softened LSW flooding, HSW-LSW-LSP flooding, CO₂-enriched LHS (light hydrocarbon solvent)-alternating-LSW flooding, LHS-alternating-LSW flooding, CO₂-enriched LHS (light hydrocarbon solvent)-alternating-LSP flooding, and LHS-alternating-LSP flooding, to improve ANS viscous oil recovery. Besides, the effect of essential clay minerals, including sodium-based montmorillonite (Na-Mt), calcium-based montmorillonite (Ca-Mt), illite, and kaolinite, on LSW flooding has been examined. In addition, the CO₂ influence on solvent-alternating-LSP flooding in enhancing ANS viscous oil recovery has been investigated. Furthermore, the blockage issue during CO₂-enriched LHS-alternating-LSP flooding has been investigated, and its solution has been proposed and analyzed. The EOR potential of the proposed hybrid EOR techniques has been evaluated by conducting coreflooding experiments. Additionally, relative permeability, swelling property, zeta potential, interfacial tension (IFT), and pressure-volume-temperature (PVT) tests have been conducted to reveal the EOR mechanisms of the proposed hybrid EOR techniques. Moreover, water ion analysis of DI-water/natural-sand and DI-water/natural-sand/CO₂ systems has been carried out to reveal the complex reaction between CO₂, sand, and LSP solution. It was found that, compared to conventional waterflooding, all the proposed hybrid EOR techniques could result in better oil recovery potential. It was noticed that the presence of CO₂ in LHS could be more beneficial to the solvent-alternating-LSW/LSP flooding processes during the 1st cycle due to the greater effectiveness of oil viscosity reduction. In particular, severe blockage issue occurred when conducting CO₂-enriched LHS-alternating-LSP flooding using sand pack due to the polymer precipitation. Additionally, the calculated water relative permeabilities are much lower than the typical values, implying more complex interactions between the reservoir rock, heavy oil, and injected water. Moreover, comparing to HSW, LSW could further swell Na-Mt significantly, which may benefit LSW flooding by improving sweep efficiency since in-situ swelling of Na-Mt has the potential to block the higher permeable water-flooded zone and divert the injected brine to lower permeable and unswept area. Comparing to Na-Mt, LSW couldn't swell Ca-Mt and illite further, whereas kaolinite was incapable of swelling in both HSW and LSW. Furthermore, about 60 mole% of solvent could be dissolved into the ANS viscous oil at target reservoir condition, resulting in oil swelling and viscosity reduction effects, which provided better microscopic displacement efficiency. Although the presence of CO₂ in LHS had a negative impact on the oil swelling effect, the influence on the oil viscosity reduction was positive. In addition, reducing the salinity of water could generate more negative zeta potential values on the surface of clay minerals and sand, making it more water wet. Besides, IFT of oil/LSW system is higher than that of oil/HSW system, indicating that IFT reduction is not an EOR mechanism of LSW flooding in our proposed hybrid EOR techniques. Additionally, after introducing CO₂ to the DIwater/natural-sand system, the concentration of multivalent cations was increased, which may be responsible for the polymer precipitation. The blockage issue could be solved by injecting LSW as a spacer between CO₂-enriched LHS injection and LSP injection.
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Study on emulsification/demulsification behavior and mechanism of produced liquid from polymer flooding on Alaska North SlopeHeavy oil reservoirs on Alaska North Slope (ANS) are unconsolidated and contain abundant clay minerals, where the first-ever field pilot is currently implemented to validate the use of polymer floods for heavy oil enhanced oil recovery (EOR). The polymer molecules and/or fine clay particles carried with the produced liquid could potentially affect the oil/water separation, which is one of the major concerns for field operators. This dissertation aims to investigate the emulsification behavior of produced liquid, understand the emulsifying mechanism, and seek an adaptive and cost-effective method to treat the produced liquid from polymer flooding. Emulsions were prepared by mechanically mixing the actual heavy oil and the produced water from the pilot site, of which the stability was investigated by bottle test method or multiple light scattering method. Drop size distribution and interfacial properties were measured via microscope and pendant drop technique to probe the stability mechanism further. Results showed that oil-continuous or water-continuous emulsion could be generated depending on the water cut, clay types, clay concentration, and polymer concentration. In the crude oil/water system, the increasing water cut triggered the phase inversion of oil-continuous emulsion to water-continuous emulsion, resulting in faster separation and lower emulsion stability. Whereas, clay particles, no matter added to the oil or water phase, resulted in an unfavorable phase inversion from the loose watercontinuous emulsion to the tight oil-continuous emulsion as clay concentration increased. For all four types of clay except Ca-montmorillonite, clay particles added to water led to an earlier phase inversion and higher emulsion stability than that added to the oil. The dual function of polymer on emulsion stability was observed. On the one hand, both sheared and unsheared polymer tended to convert the oil-continuous emulsion formed in either crude oil/water system or complex crude oil/water/clay particle system to the water-continuous emulsion, acting as a weak demulsifier to accelerate the oil/water separation. On the other hand, the addition of polymer to the watercontinuous emulsion could result in enhanced emulsion stability, which is primarily attributed to the increased viscosity of the continuous phase and the decreased drop size of the dispersed oil phase. Particularly, the sheared polymer had a weaker ability to stabilize the o/w emulsion than the unsheared polymer due to the lower viscosity of the sheared polymer solution resulting from the breakdown of the polymer macromolecules. As for the chemical demulsification tests, the performance of demulsifiers showed a complex dependency upon the water cut, the shearing intensity, demulsifier type and dosage, and the polymer concentration. A compound emulsion breaker, E12+E18, exhibited the most satisfactory demulsification performance despite the varied test conditions. For severe water-continuous emulsions that might require a multi-fold dosage of demulsifier, a less expensive electrolyte, KCl, was proposed to be used in combination with demulsifier E12+E18 to improve the demulsification performance. In the proposed demulsifier formula, the effectiveness of the commercial demulsifier relied on its destructive effect on the interfacial film, while the efficacy of KCl was mainly dependent on its viscosity reduction effect on the continuous phase. This dissertation illustrates that intermediate layer elimination and water clarification are the major challenges for produced liquid treatment from polymer flooding. It also provides practical and theoretical guidance in advance for the demulsification strategy of the produced liquid from the ongoing first-ever polymer flooding pilot on ANS.
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Understanding permafrost dynamics and geohazards with a terrain-cryofacies approachThe Arctic and its permafrost terrain are inherently dynamic, complex, and sensitive environments. Understanding the past and current changes occurring in these systems is key in predicting future variations, including the response of permafrost to climate change, and to terrain modifications resulting from natural processes or anthropogenic activities. This study contributes to advance our understanding of permafrost dynamics in varying permafrost environments of northern Alaska and northwestern Canada using a terrain-cryofacies approach. This unique approach helps to increase our understanding of permafrost dynamics from the site-specific scale to over extended areas by recognizing linkages between terrain and subsurface properties, and by identifying similar terrain units in remote sensing analysis. In the Colville River Delta (Alaska), our terrain-cryofacies study integrated data from 79 boreholes with a remote sensing analysis to evaluate the temporal changes in the Nigliq channel positions from 1948 to 2013 and the related permafrost dynamics. Most land cover changes occurred as land exposition (64%), whereas about 36% of the total changes were classified as eroded. The erosion of the older terrain units from the floodplain toposequence, such as the inactive-floodplain cover deposits, implied ground loss volumes of about one-fifth of soil solids and four-fifths of ground ice. Along this channel, we also identified the typical configuration and properties of taliks and cryopegs, as well as subsequent epigenetic permafrost growth. We found that the active channel was underlain by closed taliks, rather than through taliks and thus did not penetrate the entire layer of permafrost connecting supra- and sub-permafrost groundwater. A cryopeg connected to the active channel talik was identified from borehole data in the adjacent terrain units that developed following channel migration. We estimated the likelihood of encountering such taliks and cryopegs over extended areas. The terrain-cryofacies approach was also applied to understand permafrost dynamics of hillslope thermokarst located in multiple ecoregions of northern Alaska and northwestern Canada, including areas affected by interactions with infrastructure. Six features were studied through the combination of field-based and remote sensing methods, whereas 150 others were assessed solely by remote sensing. Studies along a pipeline indicated that embankment construction led to an increase in the active layer thickness, reaching the underlying ice-rich intermediate layer, and causing thaw settlement. This formed a thermokarst-ditch that facilitated channelization of cross-drainage water, and thermal erosion of the ice-rich permafrost that became affected by thermal denudation and caused a retrogressive thaw slump (RTS). The RTS later selfstabilized mainly due to the lateral discontinuity of massive ice (i.e., ice wedge) and the low-relief terrain. We suggested approaches to develop adaptation strategies for infrastructure at risk of RTS based on: these findings and conditions that favor or limit RTS growth by local feedbacks; considering the interaction patterns that we identified between RTS and infrastructure; and the main destabilization processes that we highlighted by terrain units. Further research is necessary, however, and must include testing potential mitigation techniques at multiple sites with monitoring programs to assess the variability in performance with respect to site-specific conditions.
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Landslides in the Fairbanks North Star Borough, Alaska: inventory map and Tanana 440 landslide assessmentLandslides are geologic hazards that threaten human life, property, and infrastructure. Effective threat mitigation requires knowledge of where past landslides occurred. Until now, no published landslide inventory maps existed for any part of Alaska. Here we present an overview of our landslide mapping within parts of the Fairbanks North Star Borough (FNSB), Alaska and a thorough investigation and assessment of the Tanana 440 (T440) landslide. We mapped 1,679 landslides, and field-verified 51 landslides within the FNSB. These landslides vary in age, movement type, and material. Most are prehistoric, but we did observe some historic and active landslides. Observed slope failures include flows in soil, translational and rotational slides in bedrock, and complex features that combine multiple types of movement. Potential landslide triggers may include thawing permafrost, increased pore water pressure conditions, seismic events, and river erosion. The landslide inventory map, the first of its kind for Alaska, directly benefits the Borough, the State, and the general public, as it can be used by public agencies to make informed land management decisions and to incorporate landslides within multiple-disaster scenarios. Additionally, the map serves as the foundation for future landslide analysis within the FNSB. We also present results of in-depth mapping, subsurface exploration, soil engineering properties, and slope stability analysis of the T440 landslide. Based on analysis of stratigraphy, soil testing, and geomorphology, we determined the T440 landslide is a flow slide in loess that occurred during the late Pleistocene to mid-Holocene. Our modeling results suggest that thawing permafrost and/or seismic loading were possible triggers for the T440 landslide. We also present the first comprehensive direct shear testing of non-plastic silt with variation in moisture content, as well as the first comparison of direct shear and field vane shear measurements of silt. These results can be used for engineering design purposes for Interior Alaska silt for any gravimetric water content over 5%.