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Multihorizon Model Predictive Control: An Application to Integrated Power and Thermal Management of Connected Hybrid Electric Vehicles

Journal Article · · IEEE Transactions on Control Systems Technology
 [1];  [1];  [2];  [1];  [3];  [3]
  1. Department of Naval Architecture and Marine Engineering, University of Michigan, Ann Arbor, MI, USA
  2. Department of Aerospace Engineering, University of Michigan, Ann Arbor, MI, USA
  3. Ford Motor Company, Dearborn, MI, USA

Not provided.

Research Organization:
Univ. of Michigan, Ann Arbor, MI (United States)
Sponsoring Organization:
USDOE Advanced Research Projects Agency - Energy (ARPA-E)
DOE Contract Number:
AR0000797
OSTI ID:
1980474
Journal Information:
IEEE Transactions on Control Systems Technology, Vol. 30, Issue 3; ISSN 1063-6536
Publisher:
IEEE
Country of Publication:
United States
Language:
English

References (34)

Eco-Trajectory Planning with Consideration of Queue along Congested Corridor for Hybrid Electric Vehicles journal January 2019
Control of connected and automated vehicles: State of the art and future challenges journal January 2018
Energy saving potentials of connected and automated vehicles journal October 2018
Integrated optimization of Power Split, Engine Thermal Management, and Cabin Heating for Hybrid Electric Vehicles conference August 2019
Short Term Prediction of a Vehicle's Velocity Trajectory Using ITS
  • Moser, Dominik; Waschl, Harald; Schmied, Roman
  • SAE International Journal of Passenger Cars - Electronic and Electrical Systems, Vol. 8, Issue 2 https://doi.org/10.4271/2015-01-0295
journal April 2015
Model predictive control: past, present and future journal May 1999
CasADi: a software framework for nonlinear optimization and optimal control journal July 2018
Model predictive control of nonlinear singularly perturbed systems: Application to a large-scale process network journal October 2011
Composite fast-slow MPC design for nonlinear singularly perturbed systems journal April 2012
Economic model predictive control of nonlinear singularly perturbed systems journal June 2013
Nonlinear Model Predictive Control of Integrated Process Systems journal September 2010
Hierarchical predictive control of integrated wastewater treatment systems journal June 2008
Time-scale decomposition of an optimal control problem in greenhouse climate management journal January 2009
A hierarchical multi-rate MPC scheme for interconnected systems journal April 2018
Hierarchical Hybrid MPC for Management of Distributed Phase Change Thermal Energy Storage conference July 2020
Two-Layer Model Predictive Battery Thermal and Energy Management Optimization for Connected and Automated Electric Vehicles conference December 2018
Method of Test and Measurements of Fuel Consumption Due to Air Conditioning Operation on the New Prius II Hybrid Vehicle conference May 2005
Hierarchical economic MPC for systems with storage states journal August 2018
Effects of Coolant Temperature on the Performance and Emissions of a Diesel Engine
  • Abdelghaffar, Waleed A.; Osman, Mohsen M.; Saeed, Mohamed N.
  • Design, Operation, and Application of Modern Internal Combustion Engines and Associated Systems https://doi.org/10.1115/ICES2002-464
conference January 2002
Plantwide control: the search for the self-optimizing control structure journal October 2000
Thermal Model Development and Validation for 2010 Toyota Prius conference April 2014
Sequential optimization of speed, thermal load, and power split in connected HEVs conference July 2019
A mathematical model for batch and continuous thickening of flocculated suspensions in vessels with varying cross-section journal February 2004
Hierarchical MPC for Robust Eco-Cooling of Connected and Automated Vehicles and Its Application to Electric Vehicle Battery Thermal Management journal January 2021
Cabin and Battery Thermal Management of Connected and Automated HEVs for Improved Energy Efficiency Using Hierarchical Model Predictive Control journal September 2020
Multi-scale analysis of exotic dynamics in surface catalyzed reactions—I journal January 1984
Hierarchical Control of Aircraft Electro-Thermal Systems journal July 2020
MPC-Based Energy Management of a Power-Split Hybrid Electric Vehicle journal May 2012
Integrated Power and Thermal Management of Connected HEVs via Multi-Horizon MPC conference July 2020
Predictive energy management for hybrid electric vehicles - Prediction horizon and battery capacity sensitivity journal July 2010
Energy management strategies of connected HEVs and PHEVs: Recent progress and outlook journal July 2019
Model predictive control-based energy management strategy for a series hybrid electric tracked vehicle journal November 2016
Thermal impact on the control and the efficiency of the 2010 Toyota Prius hybrid electric vehicle journal April 2015
Long-Term Vehicle Speed Prediction via Historical Traffic Data Analysis for Improved Energy Efficiency of Connected Electric Vehicles journal August 2020