Abstract
In this paper a design approach for a sensorless
controlled, brushless, interior permanent magnet machine is
attained. An initial study based on established electrical machine
formulas provides the machine’s basic geometrical sizing. The
next design stage combines a particle swarm optimisation (PSO)
search routine with a magneto-static finite element (FE) solver to
provide a more in depth optimisation. The optimisation system has
been formulated to derive alternative machine design variants,
subject to the design constraints, in a computationally efficient
manner using as few FE simulations as required. Moreover a
parallel computing approach has been used for the most
computationally intensive processes. The optimisation system
objective function aims to find a solution satisfying all the
machine’s design requirements including the torque-speed
envelope and compatibility with the high-frequency injection
based sensorless operation, whilst minimising the machine weight.
A holistic approach is presented where a complete machine,
including the stator and rotor sub-assemblies are designed
accounting for all the required performance measures under the
high-frequency injection based sensorless operation. The efficacy
of the new approach has been demonstrated on a design case study
with consecutive design stages discussed in detail. Also, the paper
provides conceptual information regarding practical
implementation of the proposed optimisation system together with
an insight into the definition of the objective function and its
influence on the design solutions. Furthermore, the calculated
results from the optimisation system have been compared with
direct FE predictions for the design exemplar showing good
correlation.
Original language | English |
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Publication status | Published - 20 Sep 2015 |
Event | 2015 IEEE Energy Conversion Congress and Exposition - Montreal Convention Center, Montréal , Canada Duration: 20 Sep 2015 → 24 Sep 2015 |
Conference
Conference | 2015 IEEE Energy Conversion Congress and Exposition |
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Country/Territory | Canada |
City | Montréal |
Period | 20/09/15 → 24/09/15 |
Bibliographical note
Date of Acceptance: 30/04/2015Keywords
- Design methodology
- sensorless control
- interior permanent magnet (IPM)
- particle swarm optimisation (PSO)