The paper describes the application of Model Predictive Control (MPC) methodologies to a laboratory based electric vehicle traction system incorporating a super-capacitor peak power buffer, valveregulated sealed lead-acid traction battery, high efficiency permanent magnet traction machine, and power conversion electronics. Particular emphasis is given to the co-ordinated management of energy flow from the multiple on-board power/energy sources to address issues of extended vehicle range and battery life-time for electric vehicle drive-trains, whilst accommodating operational constraints and, ultimately, generic non-standard driving cycles. The paper considers the case of an all -electric drive-train however, the techniques are also applicable to hybrid or more-electric drive-train topologies.
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