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Investigation Of Refrigerant Dissolution Into Thin Oil Film During Compression Process, Wannarat Rakpakdee, Kei Watanabe, Yunong Lei, Mitsuhiro Fukuta, Masaaki Motozawa, Shohei Atobe Jan 2024

Investigation Of Refrigerant Dissolution Into Thin Oil Film During Compression Process, Wannarat Rakpakdee, Kei Watanabe, Yunong Lei, Mitsuhiro Fukuta, Masaaki Motozawa, Shohei Atobe

International Compressor Engineering Conference

No abstract provided.


An Empirical Model For A Co2 Thermal Compressor Based On Experimental Data, Ali Salame, Vincent Lemort, Pascal Dufour, Madiha Nadri, Rabah Ibsaine Jan 2024

An Empirical Model For A Co2 Thermal Compressor Based On Experimental Data, Ali Salame, Vincent Lemort, Pascal Dufour, Madiha Nadri, Rabah Ibsaine

International Compressor Engineering Conference

No abstract provided.


An Integrated Workflow For Addressing Performance, Dynamics, Tribological And Nvh Issues In Scroll Compressors, Sibi Kandasamy, Rodrigo Aihara, Rifat Keribar, Ali Afshari, Zhiqiang Wang, Chao Ma, Dejun Song Jan 2024

An Integrated Workflow For Addressing Performance, Dynamics, Tribological And Nvh Issues In Scroll Compressors, Sibi Kandasamy, Rodrigo Aihara, Rifat Keribar, Ali Afshari, Zhiqiang Wang, Chao Ma, Dejun Song

International Compressor Engineering Conference

No abstract provided.


Development Of A Mechanistic Chamber Model For Twin-Screw Compressors With Detailed Sub-Models For Estimating The Bearing Loads, Abhignan Saravana, Haotian Liu, Eckhard A. Groll, Davide Ziviani Jan 2024

Development Of A Mechanistic Chamber Model For Twin-Screw Compressors With Detailed Sub-Models For Estimating The Bearing Loads, Abhignan Saravana, Haotian Liu, Eckhard A. Groll, Davide Ziviani

International Compressor Engineering Conference

No abstract provided.


Influence Of Suction Conditions And Refrigerant Fluid On Scroll Compressor Mass Flow Rate And Extrapolation Strategies, Javier Marchante-Avellaneda, Rubén Ossorio, Emilio Navarro-Peris, Som S. Shrestha Jan 2024

Influence Of Suction Conditions And Refrigerant Fluid On Scroll Compressor Mass Flow Rate And Extrapolation Strategies, Javier Marchante-Avellaneda, Rubén Ossorio, Emilio Navarro-Peris, Som S. Shrestha

International Compressor Engineering Conference

No abstract provided.


Robust Inverse Parameter Fitting Of Thermal Properties From The Laser-Based Angstrom Method In The Presence Of Measurement Noise Using Physics-Informed Neural Networks (Pinns), Shanmukhi Sripada, Aalok U. Gaitonde, Justin A. Weibel, Amy M. Marconnet Jan 2024

Robust Inverse Parameter Fitting Of Thermal Properties From The Laser-Based Angstrom Method In The Presence Of Measurement Noise Using Physics-Informed Neural Networks (Pinns), Shanmukhi Sripada, Aalok U. Gaitonde, Justin A. Weibel, Amy M. Marconnet

CTRC Research Publications

The two-dimensional laser-based Ångstrom method measures the in-plane thermal properties for anisotropic film-like materials. It involves periodic laser heating at the center of a suspended film sample and records its transient thermal response by infrared imaging. These spatiotemporal temperature data must be analyzed to extract the unknown thermal conductivity values in the orthotropic directions, an inverse parameter fitting problem. Previous demonstration of the metrology technique used a least-squares fitting method that relies on numerical differentiation to evaluate the second-order partial derivatives in the differential equation describing transient conduction in the physical system. This fitting approach is susceptible to measurement noise, …


Dynamic Reed Valve In Rolling Piston Compressor: A 3-Dimensional Transient Cfd Simulation, Nirav Chaudhari, Chinmoy K. Mohapatra, Hui Ding, Haiyang Gao Jan 2024

Dynamic Reed Valve In Rolling Piston Compressor: A 3-Dimensional Transient Cfd Simulation, Nirav Chaudhari, Chinmoy K. Mohapatra, Hui Ding, Haiyang Gao

International Compressor Engineering Conference

No abstract provided.


Needs Assessment – National Repository For Nsf Agep Deliverables, Christie Sahley, Megan Sapp-Nelson, Donna Ferullo, Linda Mason, Hanzi Xie Jan 2024

Needs Assessment – National Repository For Nsf Agep Deliverables, Christie Sahley, Megan Sapp-Nelson, Donna Ferullo, Linda Mason, Hanzi Xie

Libraries Faculty and Staff Scholarship and Research

This white paper proposes the establishment of a National Repository for NSF Alliance for Graduate Education and the Professoriate (AGEP) Deliverables to address the critical need for preserving and sharing a wide array of materials generated from the AGEP program. Recognizing the challenges of ephemeral storage solutions and the absence of a unified collection mechanism, the paper underscores the repository's role in promoting justice, equity, diversity, and inclusion (JEDI) research. It emphasizes the importance of accommodating diverse data types, enhancing discoverability, and ensuring long-term access to educational materials, policy documents, and research outcomes. Through a comprehensive approach, the proposed repository …


Business Archives As A Tool For Academic Business Researchers, Annette Bochenek, Ilana Stonebraker Jan 2024

Business Archives As A Tool For Academic Business Researchers, Annette Bochenek, Ilana Stonebraker

Libraries Faculty and Staff Scholarship and Research

This paper examines the structure and collections in business archives in order to create a list of suggestions to better prepare researchers seeking historical business data prior to 1970. Four business archivists were chosen for interviews from a variety of industries. The article shares seven tips gained from the interviews, including getting to know what is housed or not housed in the business archive, looking for archives with museum arms, and considering the importance of legal permission as part of the process for utilizing business archives. The authors also explore how business librarians can better support the work of business …


Tracking Information In The Field: An Assessment Of The Information Needs And Services Of A Field Station Library, Thom Gerrish, Scott Martin Jan 2024

Tracking Information In The Field: An Assessment Of The Information Needs And Services Of A Field Station Library, Thom Gerrish, Scott Martin

Libraries Faculty and Staff Scholarship and Research

This project examines field station libraries, an undescribed type of library associated with terrestrial and marine field stations. Field stations typically support ecology, geology, and related disciplines with housing, laboratories, and research facilities, which may include various levels of library support. In summer 2022, researchers, instructors, and staff at the University of Michigan Biological Station were interviewed about the library resources and services they use while working and teaching at the field station. Library resources were used throughout teaching and research activities, with one-shot instruction and in-person reference support as the primary contact points between the library and the field …


Leto: Learning Constrained Visuomotor Policy With Differentiable Trajectory Optimization, Zhengtong Xu, Yu She Jan 2024

Leto: Learning Constrained Visuomotor Policy With Differentiable Trajectory Optimization, Zhengtong Xu, Yu She

School of Industrial Engineering Faculty Publications

This paper introduces LeTO, a method for learning constrained visuomotor policy with differentiable trajectory optimization. Our approach integrates a differentiable optimization layer into the neural network. By formulating the optimization layer as a trajectory optimization problem, we enable the model to end-to-end generate actions in a safe and constraint-controlled fashion without extra modules. Our method allows for the introduction of constraint information during the training process, thereby balancing the training objectives of satisfying constraints, smoothing the trajectories, and minimizing errors with demonstrations. This “gray box” method marries optimization-based safety and interpretability with powerful representational abilities of neural networks. We quantitatively …


Evaluation Of Flow, Heat Transfer, And Phase Change Characteristics In Microchannel Condensers Using Computational Fluid Dynamic (Cfd) Simulations, Katherine J. Asztalos, Muhsin Ameen, Ameya Waikar, David Rowinski Jan 2024

Evaluation Of Flow, Heat Transfer, And Phase Change Characteristics In Microchannel Condensers Using Computational Fluid Dynamic (Cfd) Simulations, Katherine J. Asztalos, Muhsin Ameen, Ameya Waikar, David Rowinski

International Refrigeration and Air Conditioning Conference

No abstract provided.


On The Effectiveness Of Brazed-Type Capillary Tube Suction Line Heat Exchangers Running With Isobutane, Pedro Bruggemann, Gabriel Podgaietsky, Kaitlyn Palermo, Elizabeth Wohlers, Joshua Julius, Anderson Bortoletto, Christian Hermes Jan 2024

On The Effectiveness Of Brazed-Type Capillary Tube Suction Line Heat Exchangers Running With Isobutane, Pedro Bruggemann, Gabriel Podgaietsky, Kaitlyn Palermo, Elizabeth Wohlers, Joshua Julius, Anderson Bortoletto, Christian Hermes

International Refrigeration and Air Conditioning Conference

No abstract provided.


Enhancing Thermodynamic Data Quality For Refrigerant Mixtures: Domain-Informed Anomaly Detection And Removal, Christopher Laughman, Vedang Deshpande, Ankush Chakrabarty, Hongtao Qiao Jan 2024

Enhancing Thermodynamic Data Quality For Refrigerant Mixtures: Domain-Informed Anomaly Detection And Removal, Christopher Laughman, Vedang Deshpande, Ankush Chakrabarty, Hongtao Qiao

International Refrigeration and Air Conditioning Conference

No abstract provided.


Review Of Thermal Management Systems In Electric Vehicles, Mina Michel Kamel Mikhaeel, Wulfer De Bruijn Jan 2024

Review Of Thermal Management Systems In Electric Vehicles, Mina Michel Kamel Mikhaeel, Wulfer De Bruijn

International Refrigeration and Air Conditioning Conference

No abstract provided.


Optimization And Experimental Validation Of Annular Finned Pcm-Hx For A Domestic Hot Water Heater Application, Tanjebul Alam, Jangho Yang, James Tancabel, Jan Muehlbauer, Yunho Hwang, Vikrant Aute Jan 2024

Optimization And Experimental Validation Of Annular Finned Pcm-Hx For A Domestic Hot Water Heater Application, Tanjebul Alam, Jangho Yang, James Tancabel, Jan Muehlbauer, Yunho Hwang, Vikrant Aute

International Refrigeration and Air Conditioning Conference

No abstract provided.


Advances Concerning Hybrid Compression Refrigeration Research, Mihail-Dan Staicovici Jan 2024

Advances Concerning Hybrid Compression Refrigeration Research, Mihail-Dan Staicovici

International Refrigeration and Air Conditioning Conference

No abstract provided.


Evaluating The Impact Of Electrification On Emissions In Refrigerated Transport, Rohit Dhumane, Matt Stinson, Robert Srichai Jan 2024

Evaluating The Impact Of Electrification On Emissions In Refrigerated Transport, Rohit Dhumane, Matt Stinson, Robert Srichai

International Refrigeration and Air Conditioning Conference

No abstract provided.


Mitigation Of Safety And Environmental Challenges Posed By Low And Ultra-Low Gwp Refrigerants, Praveen Cheekatamarla, Vishaldeep Sharma, Brian Fricke, Samuel Yana Motta Jan 2024

Mitigation Of Safety And Environmental Challenges Posed By Low And Ultra-Low Gwp Refrigerants, Praveen Cheekatamarla, Vishaldeep Sharma, Brian Fricke, Samuel Yana Motta

International Refrigeration and Air Conditioning Conference

No abstract provided.


Integrating Steady State And Dynamic Simulations For The Design Of Heat Pump Vapor Compression Cycle Systems, Joseph Araoz, Moritz Hubel Jan 2024

Integrating Steady State And Dynamic Simulations For The Design Of Heat Pump Vapor Compression Cycle Systems, Joseph Araoz, Moritz Hubel

International Refrigeration and Air Conditioning Conference

No abstract provided.


Evaluation Of Lower Gwp Refrigerant Blend For R23 And Blends Thereof In Ultra-Low Temperature Refrigeration Applications, Michael Petersen, Gurudath Nayak Hebri, Steve Kujak, Trace Lydick Jan 2024

Evaluation Of Lower Gwp Refrigerant Blend For R23 And Blends Thereof In Ultra-Low Temperature Refrigeration Applications, Michael Petersen, Gurudath Nayak Hebri, Steve Kujak, Trace Lydick

International Refrigeration and Air Conditioning Conference

No abstract provided.


Generalizability Of A Machine-Learning Fault Classifier Utilizing A Practical Set Of Features For Rooftop Units, Md Rasel Uddin, David P. Yuill, Robert E. Williams Jan 2024

Generalizability Of A Machine-Learning Fault Classifier Utilizing A Practical Set Of Features For Rooftop Units, Md Rasel Uddin, David P. Yuill, Robert E. Williams

International Refrigeration and Air Conditioning Conference

No abstract provided.


Modeling Of Flashing Flows At Evacuated Sampling Cylinder Entrance During Oil Circulation Ratio Measurements For A Vapor Compression System, Syed Angkan Haider, Nenad Miljkovic, Stefan Elbel Jan 2024

Modeling Of Flashing Flows At Evacuated Sampling Cylinder Entrance During Oil Circulation Ratio Measurements For A Vapor Compression System, Syed Angkan Haider, Nenad Miljkovic, Stefan Elbel

International Refrigeration and Air Conditioning Conference

No abstract provided.


A Generic Modeling Framework For Duty Cycle Simulations Of Transport Refrigeration Units, Rohit Dhumane, Matt Stinson Jan 2024

A Generic Modeling Framework For Duty Cycle Simulations Of Transport Refrigeration Units, Rohit Dhumane, Matt Stinson

International Refrigeration and Air Conditioning Conference

No abstract provided.


Energy Efficiency Improvement Approaches In Ice Related Processes, Praveen Cheekatamarla, Hongbin Sun Jan 2024

Energy Efficiency Improvement Approaches In Ice Related Processes, Praveen Cheekatamarla, Hongbin Sun

International Refrigeration and Air Conditioning Conference

No abstract provided.


Comparison And Evaluation Of Injector Structures For Air Conditioning Systems In Electric Cars, Joerg Aurich, Rico Baumgart Jan 2024

Comparison And Evaluation Of Injector Structures For Air Conditioning Systems In Electric Cars, Joerg Aurich, Rico Baumgart

International Refrigeration and Air Conditioning Conference

No abstract provided.


Evaluation Of Leak Detection Technologies For Low Global Warming Potential (Gwp), Flammable Refrigerants, Viktor Reshniak, Hongbin Sun, Praveen Cheekatamarla, Vishaldeep Sharma, Samuel Yana Motta Jan 2024

Evaluation Of Leak Detection Technologies For Low Global Warming Potential (Gwp), Flammable Refrigerants, Viktor Reshniak, Hongbin Sun, Praveen Cheekatamarla, Vishaldeep Sharma, Samuel Yana Motta

International Refrigeration and Air Conditioning Conference

No abstract provided.


Low-Gwp Working Fluid Mixtures Screening For Industrial High Temperature Heat Pumps With Supply Temperature >200 °C, Jan Spale, Andreas J. Hoess, Ian H. Bell, Davide Ziviani Jan 2024

Low-Gwp Working Fluid Mixtures Screening For Industrial High Temperature Heat Pumps With Supply Temperature >200 °C, Jan Spale, Andreas J. Hoess, Ian H. Bell, Davide Ziviani

International Refrigeration and Air Conditioning Conference

No abstract provided.


Monitoring Of Two Ground-Source Heat Pumps Working With R454b And R600a In A Pilot Facility, Davide Menegazzo, Giulia Lombardo, Sergio Bobbo, Laura Fedele, Michele De Carli, Sara Bordignon, Fabio Poletto, Dimitris Mendrinos, Alessandro Bortolin, Adriana Bernardi Jan 2024

Monitoring Of Two Ground-Source Heat Pumps Working With R454b And R600a In A Pilot Facility, Davide Menegazzo, Giulia Lombardo, Sergio Bobbo, Laura Fedele, Michele De Carli, Sara Bordignon, Fabio Poletto, Dimitris Mendrinos, Alessandro Bortolin, Adriana Bernardi

International Refrigeration and Air Conditioning Conference

No abstract provided.


Improving Heat Pump System Performance Using A Novel Frost/Defrost Model, Imran Alam, Nicholas Tobin, Andy Leonard, Mihail Spasov, Mayank Khichar Jan 2024

Improving Heat Pump System Performance Using A Novel Frost/Defrost Model, Imran Alam, Nicholas Tobin, Andy Leonard, Mihail Spasov, Mayank Khichar

International Refrigeration and Air Conditioning Conference

No abstract provided.