Kok, Theodorus, Morris, Adrian, Scott, Helen and Baglee, David (2015) The Use of Markov Chain Analysis for Rule-Based Power and Energy Management Optimisation in Electric Vehicles. In: European Battery, Hybrid and Fuel Cell Electric Vehicle Congress, 2-4 Dec 2015, Brussels, Belgium.
Document
-
Conference Paper
Energy Management Strategy Development.pdf - Published Version
Abstract
Abstract
In this paper the development of a Rule-Based Power and Energy Management Strategy as a result of Markov Chain analysis will be shown. Using real-world drive cycle data a Markov Chain Transition matrix is build from which a Bias matrix is developed showing the difference between acceleration and deceleration with respect to the next velocity as an extension to the Markov Chain. From this the parameters for a PEMS are developed, simulated and the results discussed and compared to other strategies.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Related URLs: | |
| Depositing User: | Adrian Morris |
| URI: | https://sure.sunderland.ac.uk/id/eprint/7119 |
Further Details
More Information
Identifiers
Users with ORCIDS
Catalogue record
Contributors
University Divisions
Subjects
Actions (login required)
Download Statistics
Downloads per month over past year