Advanced Electric Drive Vehicles Energy, Power Electronics and

Energy Management and Optimization 585

17.3 Introduce the terminal constraint (17.15) to the problem of Section 17.4.2. (i) Compute
the solution. (ii) What is the expression of the adjoint equation?

17.4 Consider the problem of Section 17.4.1. (i) How regeneration can be taken into account?

ACKNOWLEDGMENTS

The author acknowledges inancial support from CONACYT-SENER Grant No. 152484. The
author also would like to thank Irwin A. Diaz Diaz and Josefa Morales Morales for the technical
support in the artwork preparation of this chapter.

REFERENCES

1. Blunier B., Simoies M.G. and Miraoui A. Fuzzy logic controller development of a hybrid fuel cell-battery
auxiliary power unit for remote applications. In 2010 9th IEEE/IAS International Conference on Industry
Applications (INDUSCON), Sao Paulo, Brazil, pp. 1–6, 2010.

2. Ferreira A.A., Pomilio J.A., Spiazzi G. and de Araujo Silva L. Energy management fuzzy logic super-
visory for electric vehicle power supplies system. IEEE Transactions on Power Electronics, 23(1):107–
115, 2008.

3. Ravey A., Blunier B. and Miraoui A. Control strategies for fuel-cell-based hybrid electric vehicles: From
ofline to online and experimental results. IEEE Transactions on Vehicular Technology, 61(6):2452–2457,
2012.

4. Murphey Y.L., Park J., Chen Z., Kuang M.L., Masrur M.A. and Phillips A.M. Intelligent hybrid vehicle
power control—Part I: Machine learning of optimal vehicle power. IEEE Transactions on Vehicular
Technology, 61(8):3519–3530, 2012.

5. Murphey Y.L., Park, J., Kiliaris L., Kuang M.L., Masrur M.A., Phillips A.M. and Wang Q. Intelligent
hybrid vehicle power control—Part II: Online intelligent energy management. IEEE Transactions on
Vehicular Technology, 62(1):69–79, 2013.

6. Chunting C., Masrur A. and Daniszewki D. Wavelet-transform-based power management of hybrid vehi-
cles with multiple on-board energy sources including fuel cell, battery and ultracapacitor. Journal of
Power Sources, 185(2), 1533–1543, 2008.

7. Florescu A., Bacha S., Munteanu I. and Bratcu A.I. Frequency-separation-based energy management
control strategy of power lows within electric vehicles using ultracapacitors. In IECON 2012—38th
Annual Conference on IEEE Industrial Electronics Society, pp. 2957–2964. IEEE Press, Quebec, QC,
Canada, 2012.

8. Erdinc O., Vural B. and Uzunoglu M. A wavelet-fuzzy logic based energy management strategy for a fuel
cell/battery/ultra-capacitor hybrid vehicular power system. Journal of Power Sources, 194(1), 369–380,
2009.

9. Archambeault B.R. PCB Design for Real-World EMI Control. Kluwer Academic Publishers, Norwell,
Massachusetts, USA, 2002.

10. Ott H.W. Electromagnetic Compatibility Engineering. John Wiley and Sons, Inc., Hoboken, NJ, USA, 2009.
11. Montrose M.I. Printed Circuit Board Design Techniques for EMC Compliance: A Handbook for

Designers. IEEE Press Series on Electronics Technology, New York, NY, USA, 2000.
12. Paganelli G., Delprat S., Guerra T.-M., Rimaux J. and Santin J. J. Equivalent consumption minimization

strategy for parallel hybrid powertrains. In IEEE 55th Vehicular Technology Conference, 2002. VTC
Spring 2002, Vol. 4, pp. 2076–2081. IEEE Press, Birmingham Al, 2002.
13. Lin C.C., Peng H., Grizzle J.W. and Jun M.K. Power management strategy for a parallel hybrid electric
truck. IEEE Transactions on Control Systems Technology, 11:839–849, 2003.
14. Bo Geng, Mills J.K. and Sun D. Energy management control of microturbine-powered plug-in hybrid
electric vehicles using the telemetry equivalent consumption minimization strategy. IEEE Transactions
on Vehicular Technology, 60(9):4238–4248, 2011.
15. Bernard J., Delprat S., Guerra T.M. and Buchi F.N. Fuel eficient power management strategy for fuel cell
hybrid powertrains. Control Engineering Practice, 18:408–417, 2010.
16. Feroldi D., Serra M. and Riera J. Energy management strategies based on eficiency map for fuel cell
hybrid vehicles. Journal of Power Sources, 190(2):387–401, 2009.
17. Feroldi D., Serra M. and Riera J. Design and analysis of fuel-cell hybrid systems oriented to automotive
applications. IEEE Transactions on Vehicular Technology, 58(9):4720–4729, 2009.

586 Advanced Electric Drive Vehicles

18. Bashash S., Moura S.J., Forman J.C. and Fathy H.K. Plug-in hybrid electric vehicle charge pattern opti-
mization for energy cost and battery longevity. Journal of Power Sources, 196:541–549, 2011.

19. Tazelaar E., Veenhuizen B., van den Bosch P. and Grimminck M. Analytical solution of the energy
management for fuel cell hybrid propulsion systems. IEEE Transactions on Vehicular Technology,
61(5):1986–1998, 2012.

20. Bernard J., Delprat S., Bchi F.N., and Guerra M.T. Fuel-cell hybrid powertrain: Toward minimization of
hydrogen consumption. IEEE Transactions on Vehicular Technology, 58(7):3168–3176, 2009.

21. Banvait H., Anwar S. and Chen Y. A rule-based energy management strategy for plug-in hybrid electric
vehicle (phev). In American Control Conference, 2009. ACC ‘09, St. Louis, MO, pp. 3938–3943, 2009.

22. Luenberger D.G. Optimization by Vector Space Methods. John Wiley and Sons, New York, 1969.
23. Kuhn H.W. and Tucker A.W. Nonlinear programming. In Proceedings of the 2nd Berkeley Symposium on

Mathematical Statistics and Probability, University of California, Berkeley, CA, 1951.
24. Mangasarin O.L. Nonlinear Programming. SI AM. Classics in Applied Mathematics, Philadelphia, PA,

1994.
25. Hanson M.A. On suficiency of the Kuhn–Tucker conditions. Journal of Mathematical Analysis and

Applications, 80:545–550, 1981.
26. Hanson M.A. and Mond B. Necessary and suficient conditions; Kuhn–Tucker conditions; invexity, type

I and type II functions; duality; converse duality. Mathematical Programming, 37(1):51–58, 1987.
27. Sashi K.M. and Giorgi G. Non Convex Optimization and Its Applications. Invexity and Optimization.

Springer Verlag, 2008.
28. Fleming W.H. and Rishel R.W. Deterministic and Stochastic Optimal Control. Springer Verlag, New

York, NY, 1975.
29. Stein G. Respect the unstable. IEEE Control Systems, 23(4):12–25, 2003.
30. Ang K.H., Chong G., and Li Y. PID control system analysis, design, and technology. IEEE Transactions

on Control Systems Technology, 13(4):559–576, 2005.
31. Li Y., Ang K.H. and Chong G.C.Y. PID control system analysis and design. IEEE Control Systems,

26(1):32–41, 2006.
32. Chen C.-T. Linear System Theory and Design. Oxford University Press, Inc., New York, NY, USA, 1999.
33. Path V.N. and Jeyakumar V. Stability, stabilization and duality for linear time-varying systems.

Optimization: A Journal of Mathematical Programming and Operations Research, 59:447–460, 2010.
34. Horisberger H. and Belanger P.R. Regulators for linear, time invariant plants with uncertain parameters.

IEEE Transactions on Automatic Control, 21(5), 705–708, 1976.
35. Gahinet P., Nemirobskii A., Laub A.J. and Chilali M. LMI Control Toolbox. Mathworks, 1994.
36. Chesi G., Garulli A., Tesi A. and Vicino A. Homogeneous Lyapunov functions for systems with struc-

tured uncertainties. Automatica, 39:1027–1035, 2003.
37. Chesi G., Garulli A., Tesi A. and Vicino A. Robust stability of time-varying polytopic systems via param-

eter dependent homogeneous Lyapunov functions. Automatica, 43:309–316, 2007.
38. Freeman R. and Kokotovic P.V. Robust Nonlinear Control Design: State-Space and Lyapunov Techniques.

Modern Birkhuser Classics, Ann Arbor, MI, 2008.

Engineering – Electrical

Advanced Electric Drive Vehicles

Electrification is an evolving paradigm shift in the transportation industry toward
more efficient, higher performance, safer, smarter, and more reliable vehicles.
There is in fact a clear trend to move from internal combustion engines (ICEs) to
more integrated electrified powertrains.

Providing a detailed overview of this growing area, Advanced Electric Drive
Vehicles begins with an introduction to the automotive industry, an explanation of
the need for electrification, and a presentation of the fundamentals of conventional
vehicles and ICEs. It then proceeds to address the major components of electri-
fied vehicles—i.e., power electronic converters, electric machines, electric motor
controllers, and energy storage systems.

• Covers more electric vehicles (MEVs), hybrid electric vehicles (HEVs),
plug-in hybrid electric vehicles (PHEVs), range-extended electric vehicles
(REEVs), and all-electric vehicles (EVs) including battery electric vehicles
(BEVs) and fuel cell vehicles (FCVs)

• Describes the electrification technologies applied to nonpropulsion loads,
such as power steering and air-conditioning systems

• Discusses hybrid battery/ultra-capacitor energy storage systems, as well
as 48-V electrification and belt-driven starter generator systems

• Considers vehicle-to-grid (V2G) interface and electrical infrastructure issues,
energy management, and optimization in advanced electric drive vehicles

• Contains numerous illustrations, practical examples, case studies, and
challenging questions throughout to ensure a solid understanding of key
concepts and applications

Advanced Electric Drive Vehicles makes an ideal textbook for senior-level
undergraduate or graduate engineering courses and a user-friendly reference
for researchers, engineers, managers, and other professionals interested in
transportation electrification.

K20850

ISBN: 978-1-4665-9769-3

90000

9 781466 597693