Experimental Investigation of Subcooled Flow Boiling Using Synchronized High Speed Video, Infrared Thermography, and Particle Image Velocimetry

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Total Pages : 206 pages
Book Rating : 4.:/5 (895 download)

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Book Synopsis Experimental Investigation of Subcooled Flow Boiling Using Synchronized High Speed Video, Infrared Thermography, and Particle Image Velocimetry by : Bren Andrew Phillips

Download or read book Experimental Investigation of Subcooled Flow Boiling Using Synchronized High Speed Video, Infrared Thermography, and Particle Image Velocimetry written by Bren Andrew Phillips and published by . This book was released on 2014 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt: Subcooled flow boiling of water was experimentally investigated using high-speed video (HSV), infrared (IR) thermography, and particle image velocimetry (PIV) to generate a unique database of synchronized data. HSV allowed measurement of the bubble departure diameter. IR thermography allowed measurement of wall superheat (local distribution and surface-averaged values), heat transfer coefficient, nucleation site density, and bubble frequency. Particle image velocimetry allowed for the measurement of velocity profiles in the liquid phase for single bubble nucleation events. The tests were performed at pressures of 1.05, 1.5, and 2.0 bar and at subcoolings of 5, 10, and 15 °C. The mass flux values explored were 150-1250 kg/m2/s. The heat flux values explored were 100-1600 kW/m2. As expected, the heat transfer coefficients increased with increasing mass flux in the single-phase convection and partial boiling regions, and converged to a fully-developed boiling curve for high heat fluxes. The bubble departure diameter decreased with increasing mass flux and decreasing heat flux; in accordance with Sugrue's model. The nucleation site density increased with increasing superheat and decreasing mass flux, as predicted by Kocamustafaogullari and Ishii's model. The nucleation site density models under-predicted the nucleation site density for a given wall superheat. Wait time and frequency models did not reproduce the data accurately, and underestimated wait time by an order of magnitude. A new mechanistic model for calculating the wait time was developed that split the wall heat flux into the component that is transferred to the fluid, and the component that is transferred as sensible heat into the heater wall. Significant localized cooling was observed underneath bubbles sliding along the wall after departure from a nucleation site, an effect which should be considered in advanced models of subcooled flow boiling. The sliding bubble thermal effects were found to be insensitive to system conditions and were limited by the thermal conduction within the substrate. Bubble growth front velocities, and regions of flow influence of departing bubbles were measured with PIV. The database generated in this project can be used to inspire or validate mechanistic models and/or CFD simulations of subcooled flow boiling heat transfer.

Experimental Study on the Subcooled Boiling Flow Via Optical Measurement Techniques

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Total Pages : pages
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Book Synopsis Experimental Study on the Subcooled Boiling Flow Via Optical Measurement Techniques by : Jun Soo Yoo

Download or read book Experimental Study on the Subcooled Boiling Flow Via Optical Measurement Techniques written by Jun Soo Yoo and published by . This book was released on 2015 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: A series of experimental work to investigate the subcooled boiling flow in a vertical square upward flow channel is described. As experimental methods, high-speed photography and infrared (IR) thermometry were employed simultaneously. The research scope explored includes (i) measurement issues of fundamental bubble parameters through visualization, (ii) experimental methodology to achieve both enhanced two-phase flow visualization and accurate wall temperature measurement, and (iii) measurement of diverse aspects of bubble dynamics as well as wall heat transfer by applying the verified experimental approach. Before producing the actual data, substantial effort was first made to identify the critical measurement issues of fundamental bubble parameters in a forced convective boiling system. Those issues have never been explicitly addressed in previous studies despite the possibly critical impacts on the experimental results. Thus, a series of systematic experimental investigations was performed to uncover those issues and to verify the errors created by not addressing them, based on which more suitable ways of observing and characterizing such parameters through experiments were discussed. Then, an experimental strategy to achieve high-fidelity optical measurements using both high-speed photography and IR thermometry was established. To attain the goal, the important issues such as test section design, IR thermal imaging issues, visualization strategy, wall temperature tracking method, and experimental validations were extensively addressed. Also, the feasibility of current experimental approach was demonstrated through the subcooled flow boiling experiment. Finally, by employing the experimental strategy established, an experimental investigation of the subcooled boiling flow was conducted. The experiment was performed in a vertical square upward flow channel using refrigerant NovecTM 7000, in which a single nucleation site was purposely activated for a fundamental study of subcooled flow boiling process. The various aspects of bubble behavior under different subcooled flow boiling conditions were examined using both micro- and macroscopic views of high-speed cameras while measuring the wall temperature/heat flux with IR thermometry. Additionally, based on the measurements of various bubble parameters as well as wall heat transfer, relevant relations among those parameters and the underlying mechanisms were intensively discussed. The electronic version of this dissertation is accessible from http://hdl.handle.net/1969.1/155042

The Art of Measuring in the Thermal Sciences

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Publisher : CRC Press
ISBN 13 : 0429510292
Total Pages : 483 pages
Book Rating : 4.4/5 (295 download)

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Book Synopsis The Art of Measuring in the Thermal Sciences by : Josua Meyer

Download or read book The Art of Measuring in the Thermal Sciences written by Josua Meyer and published by CRC Press. This book was released on 2020-11-05 with total page 483 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Art of Measuring in the Thermal Sciences provides an original state-of-the-art guide to scholars who are conducting thermal experiments in both academia and industry. Applications include energy generation, transport, manufacturing, mining, processes, HVAC&R, etc. This book presents original insights into advanced measurement techniques and systems, explores the fundamentals, and focuses on the analysis and design of thermal systems. Discusses the advanced measurement techniques now used in thermal systems Links measurement techniques to concepts in thermal science and engineering Draws upon the original work of current researchers and experts in thermal-fluid measurement Includes coverage of new technologies, such as micro-level heat transfer measurements Covers the main types of instrumentation and software used in thermal-fluid measurements This book offers engineers, researchers, and graduate students an overview of the best practices for conducting sound measurements in the thermal sciences.

Experimental Study on Subcooled Flow Boiling on Heating Surfaces with Different Thermal Conductivities

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Total Pages : pages
Book Rating : 4.:/5 (776 download)

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Book Synopsis Experimental Study on Subcooled Flow Boiling on Heating Surfaces with Different Thermal Conductivities by : Ling Zou

Download or read book Experimental Study on Subcooled Flow Boiling on Heating Surfaces with Different Thermal Conductivities written by Ling Zou and published by . This book was released on 2011 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Subcooled flow boiling is generally characterized by high heat transfer capacity and low wall superheat, which is essential for cooling applications requiring high heat transfer rate, such as nuclear reactors and fossil boilers. In this study, subcooled flow boiling on copper and stainless steel heating surfaces was experimentally investigated from both macroscopic and microscopic points of view. Flow boiling heat flux and heat transfer coefficient were experimentally measured on both surfaces under different conditions, such as pressure, flow rate and inlet subcooling. Significant boiling heat transfer coefficient differences were found between the copper and the stainless steel heating surfaces. To explain the different flow boiling behaviors on these two heating surfaces, nucleation site density and bubble dynamics were visually observed and measured at different experimental conditions utilizing a high-speed digital video camera. These two parameters are believed to be keys in determining flow boiling heat flux. Wall superheat, critical cavity size and wall heat flux were used to correlate with nucleation site density data. Among them, wall heat flux shows the best correlation for eliminating both pressure and surface property effects. The observed nucleation site distribution shows a random distribution. When compared to the spatial Poisson distribution, similarity between them was found, while the measured nucleation site distribution is more uniform. From experimental observations, for the two surface materials investigated, which have similar surface wettability but sharply different thermal properties, bubble dynamics displayed fairly similar behavior. The obtained experimental results indicate that thermal conductivity of heating surface material plays an important role in boiling heat transfer. This is due to thermal conductivity having a significant impact on the lateral heat conduction at the heating surface and consequently temperature uniformity of the heating surface. A model was then developed and solved numerically for heat conduction at the heating surface when bubbles are present. Several key parameters which impact lateral heat conduction and surface temperature profile were studied. These parameters include material thermal conductivity, bubble size, heating surface thickness, etc. Numerical results show that, temperature profile on the heating surface tends to be more uniform and have a lower average value on a heating surface with higher thermal conductivity, which agrees well with the experimental observation.

Experimental Investigation of Flow Boiling Heat Transfer in a Microchannel by Using Infrared Thermography

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ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (129 download)

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Book Synopsis Experimental Investigation of Flow Boiling Heat Transfer in a Microchannel by Using Infrared Thermography by : M. Cortina Diaz

Download or read book Experimental Investigation of Flow Boiling Heat Transfer in a Microchannel by Using Infrared Thermography written by M. Cortina Diaz and published by . This book was released on 2006 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Convective Flow Boiling

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Publisher : CRC Press
ISBN 13 : 1000716031
Total Pages : 402 pages
Book Rating : 4.0/5 (7 download)

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Book Synopsis Convective Flow Boiling by : John C. Chen

Download or read book Convective Flow Boiling written by John C. Chen and published by CRC Press. This book was released on 2019-08-16 with total page 402 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book comprises selected papers from the First International Conference on Convective Flow Boiling. The purpose of the conference is to examine state-of-science and recent developments in technology of flow boiling, i.e., boiling systems which are affected by convective flows.

An Experimental Investigation of the Flow Boiling Heat Transfer and Critical Heat Flux in a Vertically Oriented Heated Tube

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ISBN 13 :
Total Pages : 240 pages
Book Rating : 4.:/5 (419 download)

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Book Synopsis An Experimental Investigation of the Flow Boiling Heat Transfer and Critical Heat Flux in a Vertically Oriented Heated Tube by : Dominic T. Peters

Download or read book An Experimental Investigation of the Flow Boiling Heat Transfer and Critical Heat Flux in a Vertically Oriented Heated Tube written by Dominic T. Peters and published by . This book was released on 1999 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: Studies the heat transfer characteristics of flow boiling in a circular tube. Emphasis is placed on steady state subcooled flow boiling at high fluxes and CHF. Transient studies in film boiling are also carried out to simulate quenching or emergency cooling situations. This has been achieved by both a literature review and by establishing an experimental test stand to gather data. Recommendations are made for further research based on the results of the present work.

Experimental Investigation on Multiscale Interactions in Intermittent Flow Boiling and a New Hybrid VOF-Lagrangian Modeling Approach

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ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (14 download)

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Book Synopsis Experimental Investigation on Multiscale Interactions in Intermittent Flow Boiling and a New Hybrid VOF-Lagrangian Modeling Approach by : Xiang Zhang

Download or read book Experimental Investigation on Multiscale Interactions in Intermittent Flow Boiling and a New Hybrid VOF-Lagrangian Modeling Approach written by Xiang Zhang and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: In flow boiling, most phase change heat transfer occurs at the smallest scales: in 1 nm -- 10 [mu]m thick liquid microlayers under nucleating bubbles and in thin thermal boundary layers around such bubbles. Nucleating bubbles evolve from microscopic cavities on heated surfaces (reaching 104 - 106 sites per cm2). Theoretical closure models have been proposed for individual bubble nucleation, growth, and departure due to hydrodynamics. However, high-fidelity integration of such microscale models and theory with full channel flow processes has proven challenging due to the large range of length and time scales. Thus, contemporary boiling engineering still relies on empirical correlations. While such models are validated by large experimental databases, they are limited to specific fluids and geometries. More rigorous descriptions are needed to predict transport with emerging configurations and fluids. The first objective of this study is to experimentally characterize the coupling between micro-scale transport and large-scale hydrodynamics in flow boiling heat transfer through high-speed photography and thermal imaging. A new hybrid volume-of-fluid (VOF)-Lagrangian multi-scale simulation approach is then proposed to directly resolve and couple these processes. Experimental data from this investigation and other publications are employed to assess this modeling approach. First, a square air-oil bubble column facility is built to track the bubble trajectories at free surface and assess the hybrid VOF-Lagrangian simulation approach. High speed videos are captured from both the front and top view to measure flow parameters including: bubble size distribution (BSD), bubble rise velocity in vertical direction, as well as bubble lifetime and propagation velocity at the free surface. A hybrid VOF-Lagrangian solver is developed to characterize the coupling between micro-scale bubble transport and macro-scale hydrodynamics in such multi-scale two-phase flows. The Lagrangian model tracks the trajectory of individual injected discrete small bubbles, accounting for effects such as buoyancy, pressure, virtual mass, drag, and turbulent dispersion. Once bubbles exceed a threshold packing density or overlap with VOF structures, they are converted to the grid-scale vapor phase. An empirical bubble-lifetime model is implemented to account for the finite coalescence times of bubbles at free surfaces. Contributions of this effort include programmable closure for bubble lifetime at the free surface (before popping/coalescence), a pinning force method for bubbles at the free surface, and Lagrangian-to-VOF transition of bubbles based on packing density. Next, a two-phase flow boiling experimental facility is developed to collect simultaneous high-speed visualization and IR temperature distribution data. The test cell channel is 420 mm long with a 10 mm square-cross section. A transparent ITO coated sapphire window serves as a heater and IR interface for measuring the internal wall temperature. The facility is charged with a low boiling point fluid (HFE7000) to reduce uncertainties from heat loss. Vertical saturated flow boiling wake-nucleation interaction experiments are performed for varying volume flow rates (0.5 -- 1.5 L min-1, laminar-to-turbulent Re) and heat fluxes (0 -- 100 kW m-2). Discrete vapor slugs are injected to explore interactions with nucleate boiling processes. By measuring film-heater power, surface temperature distributions, and pressures, local instantaneous heat transfer coefficients (HTC) are obtained. A conjugate gradient method is implemented to solve the 2-D transient inverse heat conduction problem and estimate the non-uniform heat flux distribution. For nucleate flow boiling without slug injection, visualizations show that both bubble cycle and wait time are inversely proportional to the applied heat flux. The average wall temperature displays a linear relationship with heat flux. Moreover, bubble departure diameter tends to increase with increasing the bubble nucleation temperature, and stabilizes at higher temperature. With respect to the wake-nucleation interaction experiments, it is found that small nucleate bubbles only in the core region of Taylor bubble body with a certain bubble size (1.4 to 1.6 mm) would merge into the vapor slug. IR data indicate that the wake shear effect is divided into 5 stages during the whole process. Wake heat transfer enhancement is observed due to the vortex shedding and intense mixing between in the Taylor bubble wake. In addition, the nucleate boiling is firstly suppressed in the Taylor bubble body due to the falling liquid film, then recovered after the wake region. To efficiently simulate such processes, the hybrid VOF-Lagrangian model is extended to account for heat transfer, bulk- and Lagrangian-bubble-scale phase change, and nucleation site processes. The approach tracks discrete nucleation sites on walls and simulates a contact line pinning force. Bubble growth and departure is directly predicted using grid-scale VOF velocity and temperature data rather than idealized conditions. This method is first verified with literature data for pool boiling. It is then qualitatively assessed for the Taylor flow boiling processes studied experimentally.

Experimental Study of Heat Flux Partitioning in Pressurized Subcooled Flow Boiling

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ISBN 13 :
Total Pages : 182 pages
Book Rating : 4.:/5 (15 download)

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Book Synopsis Experimental Study of Heat Flux Partitioning in Pressurized Subcooled Flow Boiling by : Andrew Jonathan Richenderfer

Download or read book Experimental Study of Heat Flux Partitioning in Pressurized Subcooled Flow Boiling written by Andrew Jonathan Richenderfer and published by . This book was released on 2018 with total page 182 pages. Available in PDF, EPUB and Kindle. Book excerpt: Understanding of subcooled flow boiling and the critical heat flux (CHF) is of the utmost importance for both safety and profitability of pressurized water nuclear reactors since they are major factors in the determination of the reactor power rating. Motivated by the emergence of a new wall boiling model by Gilman [3] and previous experimental insights from Phillips [12], a first-of-a-kind experimental investigation of pressurized steady-state subcooled flow boiling was conducted using state-ofthe- art diagnostics to gain a unique insight of the relevant mechanisms, including the partitioning of the wall heat flux. Conditions up to 10 bar pressure, 2000 kg/m2s mass flux and 20 K subcooling were explored. High-speed infrared thermometry tools were developed and used to measure the local time-dependent 2-D temperature and heat flux distributions on the boiling surface. These distributions were analyzed to determine fundamental boiling heat transfer parameters such as the nucleation site density, growth and wait times, nucleation frequency, departure diameter as well as the partitioning of the wall heat flux. While established mechanistic models can capture the trends of growth time and wait time with relatively good accuracy, this work reveals current models do not accurately predict the activation and interaction of nucleation sites on the boiling surface. This is a major roadblock, since boiling curves and CHF values obtained in nominally identical environments can be significantly different depending upon the nucleation site density which in turn is determined by the surface properties. The role of evaporation in the partitioning of the heat flux increases monotonically as the average heat flux increases, up to a maximum value of 70%, and is the dominant mechanism at high heat fluxes. At low and intermediate heat fluxes single-phase heat transfer is the dominant mechanism. Traditional heat partitioning models fail to capture these physics, but newer models with a comprehensive and physically consistent framework show promise in predicting the wall heat transfer. The data and understanding produced by this work will be essential for the development and validation of these modeling tools.

Investigation of Inertia Controlled Bubble Departure Mechanism in Subcooled Flow Boiling Using High Speed Photography

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ISBN 13 :
Total Pages : 274 pages
Book Rating : 4.:/5 (35 download)

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Book Synopsis Investigation of Inertia Controlled Bubble Departure Mechanism in Subcooled Flow Boiling Using High Speed Photography by : Viktor R. Mizo

Download or read book Investigation of Inertia Controlled Bubble Departure Mechanism in Subcooled Flow Boiling Using High Speed Photography written by Viktor R. Mizo and published by . This book was released on 1995 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: "A summary of important theoretical models available for bubble growth and departure behavior in flow boiling is presented. Experimental bubble growth rate curves under sub-cooled flow boiling conditions are obtained in the Thermal Analysis Laboratory in the Mechanical Engineering Department at the Rochester Institute of Technology utilizing high-speed photography. The effects of flow rate, sub-cooling, heater surface temperature, and cavity size are investigated, and specific trends observed in the bubble growth rate behavior are discussed. The growth rates in flow boiling are compared with the ones for pool boiling, and a need for an improved model for predicting bubble growth rates in flow boiling is established. The new model based on a control volume approach for the front and rear halves of a bubble developed earlier in the Thermal Analysis Lab at RIT is extended to include the inertia forces acting on a growing bubble. The predictions from the model are compared to the experimental data and are found to agree within an average absolute error of 7.45 %. The mechanism of the actual bubble departure from the heater surface is discussed, and suggestions for future work in the area are outlined."--Abstract.

Experimental and Analytical Investigation of the Bubble Nucleation Characteristics in Subcooled Flow

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ISBN 13 :
Total Pages : 196 pages
Book Rating : 4.:/5 (35 download)

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Book Synopsis Experimental and Analytical Investigation of the Bubble Nucleation Characteristics in Subcooled Flow by : Michael D. Cartwright

Download or read book Experimental and Analytical Investigation of the Bubble Nucleation Characteristics in Subcooled Flow written by Michael D. Cartwright and published by . This book was released on 1995 with total page 196 pages. Available in PDF, EPUB and Kindle. Book excerpt: "An experimental and analytical study of bubble nucleation characteristics for a polished aluminum surface under sub-cooled flow boiling of water is conducted. A high magnification (up to 1350X) microscope and an atomic force magnifier were used to visualize the aluminum surface to determine a range of cavity sizes on the heater surface as well as gain insight into the shape of the cavity. A high-speed camera was incorporated to study the actual bubble nucleation from these cavities. A review of existing theoretical models available in literature to predict bubble nucleation characteristics in flow boiling is also presented. A new bubble nucleation model is proposed which uses experimentally determined bubble geometry and results from computational fluid dynamics (CFD) modeling. Experimental data was collected through the use of the high-speed flow visualization system available in RIT's Thermal Fluid Laboratory. The data is obtained to study the effects of sub-cooling, flow rate, and wall superheat on the nucleation characteristics of different size cavities. This data is also compared with existing models as well as the one proposed in this investigation."--Abstract.

Experimental Observations of Transient Boiling of Subcooled Water and Alcohol on a Horizontal Surface

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ISBN 13 :
Total Pages : 40 pages
Book Rating : 4.:/5 (31 download)

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Book Synopsis Experimental Observations of Transient Boiling of Subcooled Water and Alcohol on a Horizontal Surface by : Robert W. Graham

Download or read book Experimental Observations of Transient Boiling of Subcooled Water and Alcohol on a Horizontal Surface written by Robert W. Graham and published by . This book was released on 1965 with total page 40 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Experimental Investigation of Flow Boiling at High Heat Flux Conditions

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ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (141 download)

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Book Synopsis Experimental Investigation of Flow Boiling at High Heat Flux Conditions by : Boštjan Zajec

Download or read book Experimental Investigation of Flow Boiling at High Heat Flux Conditions written by Boštjan Zajec and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Experimental Investigation of Subcooled Boiling

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ISBN 13 :
Total Pages : 139 pages
Book Rating : 4.:/5 (254 download)

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Book Synopsis Experimental Investigation of Subcooled Boiling by : Michael D. Bartel

Download or read book Experimental Investigation of Subcooled Boiling written by Michael D. Bartel and published by . This book was released on 1999 with total page 139 pages. Available in PDF, EPUB and Kindle. Book excerpt:

An Experimental Study of Subcooled Flow Boiling at Elevated Pressure in an Annular Flow Channel

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ISBN 13 :
Total Pages : 106 pages
Book Rating : 4.:/5 (11 download)

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Book Synopsis An Experimental Study of Subcooled Flow Boiling at Elevated Pressure in an Annular Flow Channel by : Pervej Rahman

Download or read book An Experimental Study of Subcooled Flow Boiling at Elevated Pressure in an Annular Flow Channel written by Pervej Rahman and published by . This book was released on 2015 with total page 106 pages. Available in PDF, EPUB and Kindle. Book excerpt: An experimental setup was developed to study the region of subcooled flow boiling. Multiple studies were carried out to investigate the effects of liquid velocity, pressure, and temperature on the boiling heat transfer of subcooled fluid flowing through a heated annular channel. Water was used as the working fluid and principle of Ohmic heating was used to raise water temperature. The system pressure, heat flux, & mass flux ranged from 101 to 912 kPa, 19 to 155 kW/m2, and 83 to 332 kg/m2-s, respectively. This report contains boiling curves, heat transfer coefficients of various studies and a description of the experimental setup.

An Experimental Investigation of High-flux Free Convection Heat Transfer to Water Up to Near-critical Conditions

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ISBN 13 :
Total Pages : 122 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis An Experimental Investigation of High-flux Free Convection Heat Transfer to Water Up to Near-critical Conditions by : Vernon Emerson Holt

Download or read book An Experimental Investigation of High-flux Free Convection Heat Transfer to Water Up to Near-critical Conditions written by Vernon Emerson Holt and published by . This book was released on 1961 with total page 122 pages. Available in PDF, EPUB and Kindle. Book excerpt: The primary purpose of this investigation was to increase the basic knowledge of nucleate and film boiling heat transfer to fluids up to their critical pressures.

Experimental Characterization of Enhanced Boiling and Evaporation Using IR Thermography

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ISBN 13 :
Total Pages : 178 pages
Book Rating : 4.:/5 (123 download)

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Book Synopsis Experimental Characterization of Enhanced Boiling and Evaporation Using IR Thermography by : Shakerur Ridwan

Download or read book Experimental Characterization of Enhanced Boiling and Evaporation Using IR Thermography written by Shakerur Ridwan and published by . This book was released on 2020 with total page 178 pages. Available in PDF, EPUB and Kindle. Book excerpt: Boiling and evaporation, have been an important area of research for decades due to its capability of efficient heat removal. Several methods including surface engineering and fluid modification by adding particles have been used by the researchers to enhance boiling. However, boiling is a complex process and the time and length scale of boiling makes the experimental characterization for fundamental study extremely difficult. This study develops a backside IR thermography and a novel experimental procedure to solve the issues and characterize the evaporation process underneath a bubble. Using a custom-built experimental set up, the study shows the role of nanostructure on liquid film formation and heat transfer enhancement. Further, with detailed experimental visualization the study develops a semi-analytical model to predict liquid film dry out commencement. The study investigates the effects of particle addition to the fluid during boiling on engineered surface. The role of particle addition to the fluid on the evaporation process was studied and particle assisted thin film evaporation was characterized in detail with SiO2 particles. Also, the study the further investigate the structure particle interaction and its effect on heat transfer performance. The effects of high-density particles (Cu particles) and highly wetting fluid (FC-72) were also investigated by IR based measurement. Finally, the study develops machine learning models to predict critical heat flux (CHF) in advance during boiling with FC-72 on nanostructured tube surface analyzing the images captured during boiling. The study adopts linear SVM, logistic regression model and develops convolutional neural network (CNN) architecture to classify images of different boiling regimes and predict CHF.