Skip to Main Content
 

Global Search Box

 
 
 
 

Files

File List


KMERICAL_MS_Thesis.pdf (8.43 MB)

ETD Abstract Container

Abstract Header

Model-Based Control Development for an Advanced Thermal Management System for Automotive Powertrains

Merical, Kyle I
http://rave.ohiolink.edu/etdc/view?acc_num=osu1366074069

Abstract Details

2013, Master of Science, Ohio State University, Mechanical Engineering.
Rising fuel prices and tightening vehicle emission regulations have led to a large demand for fuel efficient passenger vehicles. Among several design improvements and technical solutions, advanced Thermal Management Systems (TMS) have been recently developed to more efficiently manage the thermal loads produced by internal combustion engines and thereby reduce fuel consumption. Advanced TMS include complex networks of coolant, oil and transmission fluid lines, heat exchangers, recuperators, variable speed pumps and fans, as well as active fluid flow control devices that allows for a greatly improved freedom to manage the heat rejection and thermal management of the engine and transmission components. This control authority can be exploited, for instance, to rapidly warm the powertrain fluids during vehicle cold-starts, and then maintain them at elevated temperatures. Increasing the temperatures of the engine oil and transmission fluid decreases their viscosity, ultimately leading to a reduction of the engine and transmission frictional losses, and improved fuel economy. On the other hand, robust and accurate TMS controllers must be developed in order to take full advantage of the additional degrees of freedom provided by the available actuators and system hardware configuration. To this extent, this work focuses on developing model-based TMS controls for a prototype light-duty automotive powertrain during fully warmed-up vehicle operation. The design of the models and control algorithms is conducted in parallel with the development of a prototype TMS, hence realizing a co-design of the TMS hardware and control system. In order to achieve this goal, first-principle models are created to characterize the thermal dynamics of the TMS components, and calibrated on specific components' data. The submodels are then integrated into a complete TMS model predicting the temperature dynamics of the powertrain fluids in response to commands to the available system actuators as well as operating and boundary conditions. The developed model is then used as a tool for model-based system analysis, optimization and control design. Specifically, a proof-of-concept control design is conducted to verify the feasibility of the TMS in maintaining the temperatures of the powertrain fluids within the recommended range. In particular, a model-based optimization is conducted to define the open-loop actuator positions for various engine operating conditions that maintain the coolant temperature at the desired set-points. The open-loop strategy is then combined with a feedback control loop that combines rule-based and PI controllers to regulate the actuator position based on coolant temperature tracking error, compensating for disturbances and modeling errors. The prototype TMS controller developed in this work is shown to be effective in reducing the fluctuations in the coolant temperatures during the FTP driving cycle, compared to a baseline rule-based controller. Based on the preliminary results obtained, indications on the design of a state-space multi-variable feedback controller are made. This will further reduce the coolant temperature tracking error and allow all TMS actuators to work together in unison.
Marcello Canova (Advisor)
Giorgio Rizzoni (Committee Member)
Shawn Midlam-Mohler (Committee Member)
185 p.
Automotive Engineering
thermal management systems; thermal system control; automotive thermal management; thermal system modeling

Recommended Citations

Citations

  • Merical, K. I. (2013). Model-Based Control Development for an Advanced Thermal Management System for Automotive Powertrains [Master's thesis, Ohio State University]. OhioLINK Electronic Theses and Dissertations Center. http://rave.ohiolink.edu/etdc/view?acc_num=osu1366074069

    APA Style (7th edition)

  • Merical, Kyle. Model-Based Control Development for an Advanced Thermal Management System for Automotive Powertrains. 2013. Ohio State University, Master's thesis. OhioLINK Electronic Theses and Dissertations Center, http://rave.ohiolink.edu/etdc/view?acc_num=osu1366074069.

    MLA Style (8th edition)

  • Merical, Kyle. "Model-Based Control Development for an Advanced Thermal Management System for Automotive Powertrains." Master's thesis, Ohio State University, 2013. http://rave.ohiolink.edu/etdc/view?acc_num=osu1366074069

    Chicago Manual of Style (17th edition)

osu1366074069
1,621
© 2013, all rights reserved.
This open access ETD is published by The Ohio State University and OhioLINK.