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an investigation of dual stator winding induction machines

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determined by calculating the determin<strong>an</strong>t <strong>of</strong> the Jacobi<strong>an</strong> matrix. In the case <strong>of</strong> the two<br />

parameters (α <strong>an</strong>d β ) problem, the Jacobi<strong>an</strong> matrix is defined as<br />

∂R<br />

∂R<br />

∂α<br />

J =<br />

∂I<br />

∂β<br />

∂I<br />

(10.115)<br />

∂α<br />

∂β<br />

where R <strong>an</strong>d I are the real <strong>an</strong>d imaginary parts <strong>of</strong> the characteristic equation when<br />

s = jω<br />

is substituted into ( s)<br />

F . If determin<strong>an</strong>t <strong>of</strong> J ( det ( ) > 0<br />

390<br />

J ) is greater th<strong>an</strong> 0, the<br />

stable area in the parameter pl<strong>an</strong>e will be on the left h<strong>an</strong>d side <strong>of</strong> the D-decomposition<br />

curve when ω is increasing; if det ( J ) < 0 , then the stable area in the parameter pl<strong>an</strong>e<br />

will be on the right h<strong>an</strong>d side <strong>of</strong> the D-decomposition curve when ω is increasing. When<br />

the D-decomposition curve is complicated, it is better to double check the stable <strong>an</strong>d<br />

unstable regions by calculating the real parts <strong>of</strong> the roots <strong>of</strong> the characteristic equations in<br />

each indivi<strong>dual</strong> region.<br />

10.9 Speed Estimator Design<br />

The full-order observer system based on Model Reference Adaptive Scheme (MRAS)<br />

is used to estimate the flux linkages, the <strong>stator</strong> currents <strong>an</strong>d rotor speed using the<br />

measured <strong>stator</strong> voltage <strong>an</strong>d <strong>stator</strong> current signals <strong>of</strong> the motor. The error between the<br />

actual <strong>stator</strong> currents <strong>an</strong>d the estimated <strong>stator</strong> currents is used in a specialized error<br />

function to calculate <strong>an</strong> estimation error between the observer <strong>an</strong>d the actual physical<br />

system. Then the output <strong>of</strong> the error function is fed to the speed estimator to estimate the<br />

rotor speed. The adaptive mech<strong>an</strong>ism is established when the rotor speed estimated from

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