## A Data-Driven Control Strategy for Trip Length-Conscious Power Management of Plug-In Hybrid Electric Vehicles

- Jafar Abbaszadeh Chekan, Saeid Bashash, Saied Taheri
- IEEE Conference on Control Technology and…
- 2018

@article{Chekan2017DynamicPA, title={Dynamic programming-based approximate real-time control policies for plug in hybrid electric vehicles}, author={Jafar Abbaszadeh Chekan and Saeid Bashash}, journal={2017 IEEE Conference on Control Technology and Applications (CCTA)}, year={2017}, pages={205-210} }

- Published in IEEE Conference on Control Technology and…2017
DOI:10.1109/CCTA.2017.8062464

This paper examines the application of dynamic programming (DP) to the development of parametric real-time power management policies for the plug-in hybrid electric vehicles (PHEVs). First, a representative power-split PHEV powertrain model is introduced, followed by a DP formulation for obtaining the cost-optimal powertrain trajectories. The obtained optimal trajectories are then used to train a set of control policies for the powertrain control inputs through a least-squares linear regression… CONTINUE READING