DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Online, quasi-real-time analysis of high-resolution, infrared, boiling heat transfer investigations using artificial neural networks

Journal Article · · Applied Thermal Engineering

Not Available

Sponsoring Organization:
USDOE
OSTI ID:
1562314
Journal Information:
Applied Thermal Engineering, Journal Name: Applied Thermal Engineering Journal Issue: C Vol. 163; ISSN 1359-4311
Publisher:
ElsevierCopyright Statement
Country of Publication:
United Kingdom
Language:
English

References (45)

Forecasting the NYSE composite index with technical analysis, pattern recognizer, neural network, and genetic algorithm: a case study in romantic decision support journal March 2002
The boiling crisis phenomenon journal August 2002
The boiling crisis phenomenon journal August 2002
Optimization of subcooled flow boiling in a vertical pipe by using artificial neural network and multi objective genetic algorithm journal January 2017
Estimation of pool boiling heat transfer coefficient of alumina water-based nanofluids by various artificial intelligence (AI) approaches journal January 2018
Data-driven modeling for boiling heat transfer: Using deep neural networks and high-fidelity simulation results journal November 2018
Mining the customer credit using classification and regression tree and multivariate adaptive regression splines journal February 2006
Submicron thermal imaging of a nucleate boiling process using fluorescence microscopy journal August 2016
The use of data mining and neural networks for forecasting stock market returns journal November 2005
Investigation of subcooled flow boiling and CHF using high-resolution diagnostics journal December 2018
Analysis of heater-wall temperature distributions during the saturated pool boiling of water journal April 2019
Physical mechanisms of heat transfer during single bubble nucleate boiling of FC-72 under saturation conditions-I. Experimental investigation journal February 2009
Study of bubble growth in water pool boiling through synchronized, infrared thermometry and high-speed video journal September 2010
Bubble growth and horizontal coalescence in saturated pool boiling on a titanium foil, investigated by high-speed IR thermography journal January 2012
An experimental method to simultaneously measure the dynamics and heat transfer associated with a single bubble during nucleate boiling on a horizontal surface journal June 2014
Transient boiling of water under exponentially escalating heat inputs. Part II: Flow boiling journal May 2016
Transient boiling of water under exponentially escalating heat inputs. Part I: Pool boiling journal May 2016
Machine learning classification of boiling regimes with low speed, direct and indirect visualization journal October 2018
Effective and uniform cooling on a porous micro-structured surface with visualization of liquid/vapor interface journal January 2019
Automatic detection of the onset of film boiling using convolutional neural networks and Bayesian statistics journal May 2019
Visualization-based nucleate boiling heat flux quantification using machine learning journal May 2019
Detection of liquid–vapor–solid triple contact line in two-phase heat transfer phenomena using high-speed infrared thermometry journal March 2011
Measurement of two-phase flow and heat transfer parameters using infrared thermometry journal April 2012
Feasibility investigation of experimental visualization techniques to study subcooled boiling flow journal July 2015
Measurement of liquid–vapor phase distribution on nano- and microstructured boiling surfaces journal May 2016
A mechanistic IR calibration technique for boiling heat transfer investigations journal July 2016
Modeling flow boiling heat transfer of pure fluids through artificial neural networks journal July 2006
An accurate wall temperature measurement using infrared thermometry with enhanced two-phase flow visualization in a convective boiling system journal April 2015
Analysis of CHF in saturated forced convective boiling on a heated surface with impinging jets using artificial neural network and genetic algorithm journal September 2011
Applications of ANNs in flow and heat transfer problems in nuclear engineering: A review work journal January 2013
Nanoforest of Hydrothermally Grown Hierarchical ZnO Nanowires for a High Efficiency Dye-Sensitized Solar Cell journal February 2011
A framework for variation discovery and genotyping using next-generation DNA sequencing data journal April 2011
Machine learning applications in genetics and genomics journal May 2015
Accelerating materials property predictions using machine learning journal September 2013
Critical heat flux maxima resulting from the controlled morphology of nanoporous hydrophilic surface layers journal June 2016
Synchronized High-Speed Video, Infrared Thermometry, and Particle Image Velocimetry Data for Validation of Interface-Tracking Simulations of Nucleate Boiling Phenomena journal March 2013
Multivariable multirate sampled-data systems: State-space description, transfer characteristics, and Nyquist criterion journal February 1986
Pool Boiling Heat Transfer on the International Space Station: Experimental Results and Model Verification journal August 2012
Observations of the Critical Heat Flux Process During Pool Boiling of FC-72 journal January 2014
Probing the Local Heat Transfer Coefficient of Water-Cooled Microchannels Using Time-Domain Thermoreflectance journal June 2017
Effect of Length Scales on the Boiling Enhancement of Structured Copper Surfaces journal June 2017
Phase-Change Heat Transfer Measurements Using Temperature-Sensitive Paints journal November 2017
Machine Learning for Science: State of the Art and Future Prospects journal September 2001
Machine Learning Prediction of Cancer Cell Sensitivity to Drugs Based on Genomic and Chemical Properties journal April 2013
Active Learning with Statistical Models journal January 1996

Similar Records

Investigation of flow boiling heat transfer and boiling crisis on a rough surface using infrared thermometry
Journal Article · 2020 · International Journal of Heat and Mass Transfer · OSTI ID:1638885

Data-driven modeling for boiling heat transfer: Using deep neural networks and high-fidelity simulation results
Journal Article · 2018 · Applied Thermal Engineering · OSTI ID:1703857

Real-time water treatment process control with artificial neural networks
Journal Article · 1999 · Journal of Environmental Engineering · OSTI ID:323796

Related Subjects