Real-world robustness for hybrid vehicle optimal energy management strategies incorporating drivability metrics

Journal of Dynamic Systems, Measurement and Control, Transactions of the ASME

Volumn 136, Issue 6, 2014, Pages

  Opila, Daniel F ^a   Wang, Xiaoyong ^b   McGee, Ryan ^b   Gillespie, R Brent ^c   Cook, Jeffrey A ^c   Grizzle, J W ^c  

^a CARNEGIE MELLON UNIVERSITY   (United States)

^b FORD MOTOR COMPANY   (United States)

^c UNIVERSITY OF MICHIGAN   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DIGITAL STORAGE; ENERGY MANAGEMENT; FUEL ECONOMY; HYBRID VEHICLES; VIRTUAL REALITY;

ENERGY SOURCES AND SINKS; INDUSTRIAL CONTROLLERS; MANAGEMENT CONTROLLER; REAL-WORLD DRIVE CYCLES; REAL-WORLD DRIVINGS; STOCHASTIC DYNAMIC PROGRAMMING; STOCHASTIC OPTIMAL CONTROL; VEHICLE FUEL ECONOMY;

CONTROLLERS;

EID: 84905909658     PISSN: 00220434     EISSN: 15289028     Source Type: Journal    
DOI: 10.1115/1.4027680     Document Type: Article

References (34)

1. Sciarretta, A., Back, M., and Guzzella, L., 2004, "Optimal Control of Parallel Hybrid Electric Vehicles," IEEE Trans. Control Syst. Technol., 12(3), pp. 352-363.
2. Wei, X., Pierluigi, P., Rizzoni, G., and Yurkovich, S., 2003, "Dynamic Modeling of a Hybrid Electric Drivetrain for Fuel Economy, Performance, and Driveability Evaluations," ASME Intl Mechanical Engineering Congress and Exposition, Washington, DC, Nov. 15-21, Paper No. IMECE2003-42548, pp. 443-450.
3. Pisu, P., Koprubasi, K., and Rizzoni, G., 2005, "Energy Management and Drivability Control Problems for Hybrid Electric Vehicles," 44th IEEE Conference on Decision and Control, pp. 1824-1830. (Pubitemid 46297234)
4. Kleimaier, A., and Schroder, D., 2002, "An Approach for the Online Optimized Control of a Hybrid Powertrain," 7th International Advanced Motion Control Workshop, pp. 215-220. (Pubitemid 40761164)
5. Debert, M., Padovani, T., Colin, G., Chamaillard, Y., and Guzzella, L., 2012, "Implementation of Comfort Constraints in Dynamic Programming for Hybrid Vehicle Energy Management," Int. J. Veh. Des., 58(2), pp. 367-386.
6. Opila, D., Wang, X., McGee, R., Gillespie, R., Cook, J., and Grizzle, J., 2012, "An Energy Management Controller to Optimally Tradeoff Fuel Economy and Drivability for Hybrid Vehicles," IEEE Trans. Control Syst. Technol., 20(6), pp. 1490-1505.
7. Tate, E., Grizzle, J., and Peng, H., 2008, "Shortest Path Stochastic Control for Hybrid Electric Vehicles," Int. J. Robust Nonlinear Control, 18, pp. 1409-1429.
8. Tate, E. D., Grizzle, J. W., and Peng, H., 2010, "SP-SDP for Fuel Consumption and Tailpipe Emissions Minimization in an EVT Hybrid," IEEE Trans. Control Syst. Technol., 18(3), pp. 673-687.
9. Bertsekas, D. P., and Tsitsiklis, J. N., 1996, Neuro-Dynamic Programming, Athena Scientific, Belmont, MA.
10. Bertsekas, D., 2005, Dynamic Programming and Optimal Control, Vol. 1, Athena Scientific, Belmont, MA.
11. Bertsekas, D., 2005, Dynamic Programming and Optimal Control, Vol. 2, Athena Scientific, Belmont, MA.
12. Holmen, B., and Niemeier, D., 1998, "Characterizing the Effects of Driver Variability on Real-World Vehicle Emissions," Transp. Res. Part D, 3(2), pp. 117-128. (Pubitemid 128412644)
13. Nesamani, K. S., and Subramanian, K. P., 2006, "Impact of Real-World Driving Characteristics on Vehicular Emissions," JSME Int. J., Ser. B, 49(1), pp. 19-26. (Pubitemid 44269982)
14. Esteves-Booth, A., Muneer, T., Kubie, J., and Kirby, H., 2002, "A Review of Vehicular Emission Models and Driving Cycles," Proc. Inst. Mech. Eng., Part C, 216(8), pp. 777-797. (Pubitemid 35022368)
15. Ross, M., 1994, "Automobile Fuel Consumption and Emissions. Effects of Vehicle and Driving Characteristics," Annu. Rev. Energy Environ., 19, pp. 75-112.
16. Sjodin, A., and Lenner, M., 1995, "On-Road Measurements of Single Vehicle Pollutant Emissions, Speed and Acceleration for Large Fleets of Vehicles in Different Traffic Environments," Sci. Total Environ., 169, pp. 157-165.
17. LeBlanc, D., Sayer, J., Winkler, C., Ervin, R., Bogard, S., Devonshire, J., Mefford, M., Hagan, M., Bareket, Z., Goodsell, R., and Gordon, T., 2006, "Road Departure Crash Warning System Field Operational Test: Methodology and Results," University of Michigan Transportation Research Institute, Technical Report No. UMTRI-2006-9-1, http://www-nrd.nhtsa.dot.gov/pdf/nrd-12/ RDCW-Final-Report-Vol.1-JUNE.pdf
18. Larsson, H., and Ericsson, E., 2009, "The Effects of an Acceleration Advisory Tool in Vehicles for Reduced Fuel Consumption and Emissions," Transp. Res., Part D, 14(2), pp. 141-146.
19. Kamble, S., Mathew, T., and Sharma, G., 2009, "Development of Real-World Driving Cycle: Case Study of Pune, India," Transp. Res., Part D, 14(2), pp. 132-140.
20. Ding, Y., and Rakha, H., 2002, "Trip-Based Explanatory Variables for Estimating Vehicle Fuel Consumption and Emission Rates," Water, Air, and Soil Pollut.: Focus, 2(5-6), pp. 61-77.
21. Ericsson, E., 2001, "Independent Driving Pattern Factors and Their Influence on Fuel-Use and Exhaust Emission Factors," Transp. Res. Part D, 6(5), pp. 325-345. (Pubitemid 32693065)
22. Hansen, J.,Winther, M., and Sorenson, S., 1995, "The Influence of Driving Patterns on Petrol Passenger Car Emissions," Sci. Total Environ., 169(1), pp. 129-139.
23. Opila, D., Wang, X., McGee, R., Cook, J., and Grizzle, J., 2009, "Performance Comparison of Hybrid Vehicle Energy Management Controllers on Real-World Drive Cycle Data," American Control Conference, pp. 4618-4625.
24. Opila, D., Wang, X., McGee, R., Cook, J., and Grizzle, J., 2009, "Fundamental Structural Limitations of an Industrial Energy Management Controller Architecture for Hybrid Vehicles," ASME Dynamic Systems and Control Conference, pp. 213-221.
25. Opila, D., Wang, X., McGee, R., and Grizzle, J. W., 2012, "Real-Time Implementation and Hardware Testing of a Hybrid Vehicle Energy Management Controller Based on Stochastic Dynamic Programming," ASME J. Dyn. Sys., Meas., Control, 135(2), p. 021002.
26. Belton, C., Bennett, P., Burchill, P., Copp, D., Darnton, N., Butts, K., Che, J., Hieb, B., Jennings, M., and Mortimer, T., 2003, "A Vehicle Model Architecture for Vehicle System Control Design," SAE World Congress and Exhibition," Paper No. 2003-01-0092.
27. Opila, D., 2010, "Incorporating Drivability Metrics into Optimal Energy Management Strategies for Hybrid Vehicles," Ph.D. thesis, University of Michigan, Ann Arbor, MI.
28. Lin, C.-C., Peng, H., and Grizzle, J., 2004, "A Stochastic Control Strategy for Hybrid Electric Vehicles," American Control Conference, pp. 4710-4715.
29. Lin, C.-C., Peng, H., Grizzle, J., and Kang, J.-M., 2003, "Power Management Strategy for a Parallel Hybrid Electric Truck," IEEE Trans. Control Syst. Technol., 11(6), pp. 839-849.
30. Paganelli, G., Tateno, M., Brahma, A., Rizzoni, G., and Guezennec, Y., 2001, "Control Development for a Hybrid-Electric Sport-Utility Vehicle: Strategy, Implementation and Field Test Results," American Control Conference, pp. 5064-5069. (Pubitemid 32837132)
31. Musardo, C., Rizzoni, G., and Staccia, B., 2005, "A-ECMS: An Adaptive Algorithm for Hybrid Electric Vehicle Energy Management," IEEE Conference on Decision and Control, pp. 1816-1823. (Pubitemid 46297233)
32. Pisu, P., and Rizzoni, G., 2007, "A Comparative Study of Supervisory Control Strategies for Hybrid Electric Vehicles," IEEE Trans. Control Syst. Technol., 15(3), pp. 506-518. (Pubitemid 46746269)
33. Environmental Protection Agency, 2006, "Fuel Economy Labeling of Motor Vehicles: Revisions to Improve Calculation of Fuel Economy Estimates," Fed. Reg., 71(278), pp. 77872-77969.
34. Environmental Protection Agency, 2006, "EPA Regulatory Announcement," December, EPA420-f-06-069.