An improved indirect rotor resistance estimator system and method for an AC induction motor.
Improvements in power-electronics and the advent of digital signal processors (DSPs) has allowed for the use of inexpensive and rugged induction motors in applications which were so far reserved for brushed DC motors (such as traction drives and variable speed industrial drives). By taking advantage of the new control technologies and new hardware available, AC induction motors can achieve the same dynamic performance as a DC motor, while exhibiting higher power density, lower cost and zero maintenance.
The two most prevalent advanced control methods for induction motors are “field oriented control” (FOC) and “direct torque control” (DTC)”. FOC was first proposed over thirty years ago (in 1971 by F. Blaschke), while the more “modern” DTC emerged a decade later. The advantage of DTC is its simplicity, requiring no current regulator and being very robust to parameter variations. DTC, however, also presents some drawbacks compared to FOC, such as high current ripple, difficulty to control torque and flux at low speeds, high acoustic noise at low speed and lack of direct current control. These issues are the reason why FOC is still widely used for electric traction, where low speed performance and accurate current control are very important features.
In FOC, the three-phase current wave-forms and voltage wave-forms are transformed into a two-axis dq-frame (synchronous frame) which is rotating at the frequency of the electrical waveforms. By this coordinate transformation, AC waveforms result in DC vectors (also called space vectors). The advantage of this approach is that it is much easier to control DC quantities than AC quantities. The implementation of a digital current regulator is therefore relatively straightforward and can be very robust and dynamic.
If the synchronous frame is aligned with the rotor flux (Ψr), then the current component aligned with the flux (direct current, Id) can be used to control the flux of the machine while the quadrature current (Iq) controls the magnitude of the motor torque. This decoupling of torque and flux allows for dynamic variable speed performance that rivals, if not outperforms, a DC motor.
In order to align the d-q frame with the (rotating) rotor flux, the instantaneous position of the rotor flux (θr) with respect to the motor winding phases U, V, W needs to be known, and therein lays the difficulty of the FOC method. Since it is impractical to measure the position of the rotor flux directly, it has to be estimated indirectly, hence the method is often referred to as indirect field oriented control.
The technique for estimating the position (θr) of the rotor flux is based on integrating the electrical frequency (ωs) which can be computed from the rotational frequency of the rotor (ω) and the slip frequency (ωr):
θr=∫ωsdt ωs=ω+ωr ω=Pp·Ω (1)
Pp stands for the pole-pair number of the motor, Ω is the mechanical speed.
θr=Pp∫Ωdt+∫ωr dt (2)
Since the integral of the mechanical speed can be measured (by means of a position encoder), the problem is reduced to the integration of the (estimated) slip frequency ωr. Most often ωr is determined based on the following equation:
Rr stands for the rotor resistance.
The difficulty with the above expression for slip is the fact that it depends on the rotor resistance, which changes with rotor temperature. In the typical use of an induction motor, the rotor temperature experiences a large temperature swing and the rotor resistance will vary accordingly. If the slip is not estimated correctly, the synchronous (dq) frame is no longer aligned with the rotor flux and the FOC becomes “detuned” hence degrading the motor performance.
It is therefore an object of this invention to provide an improved indirect rotor resistance estimator system and method for an AC induction motor.
It is a further object of this invention to provide such an improved indirect rotor resistance estimator system and method which does not require any specialty sensors such as torque or voltage sensors.
It is a further object of this invention to provide such an improved indirect rotor resistance estimator system and method which is compatible with regular inverter switching patterns and standard inverter hardware.
It is a further object of this invention to provide such an improved indirect rotor resistance estimator system and method which is applicable when the motor is rotating and during speed changes.
It is a further object of this invention to provide such an improved indirect rotor resistance estimator system and method which ties directly into the framework of FOC, requiring only minimal additional software.
It is a further object of this invention to provide such an improved indirect rotor resistance estimator system and method which does not depend on a complex motor model or accurate knowledge of other motor parameters.
The invention results from the realization that a truly improved, simple, yet highly effective, indirect rotor resistance estimation system and method for an AC induction motor can be effected using the conventional synchronous frame current regulator by commanding first the quadrature current, then the direct or magnetizing current to be set substantially to zero causing the stator current to become zero while the induced current instead flows in the rotor; the stator voltage in attempting to keep stator current at zero decays correspondingly to the induced rotor current decay. At any selected time along the decaying stator voltage an increment of time or voltage can be measured to define an increment of voltage or time which can be applied to a stored table of corresponding rotor resistances which correspond to the increment of voltage or time.
The subject invention, however, in other embodiments, need not achieve all these objectives and the claims hereof should not be limited to structures or methods capable of achieving these objectives.
This invention features an indirect rotor resistance estimation system for an AC induction motor including a synchronous frame current regulator, responsive to direct and quadrature current commands and sensed fixed frame motor winding currents, for providing direct and quadrature voltages and converting them to fixed frame voltages, adjusted for the rotor flux angle, to drive the motor power stage; and a control circuit for successively stepping quadrature command to zero and the direct current command to a predetermined value causing the quadrature stator voltage to decay as a representation of rotor current decay. There is a storage device for storing at least one stator voltage decay time/voltage difference and corresponding reference rotor resistance; and a measurement circuit, responsive to the decaying stator voltage reaching spaced thresholds, defines a voltage/time difference for retrieving from the storage device the associated rotor resistance.
In a preferred embodiment there may be further included a normalization circuit for normalizing the quadrature stator voltage decay with respect to motor speed. There may be further included a logic circuit for calculating slip frequency (ωr) from the retrieved rotor resistance. The logic circuit may further calculate the electrical frequency (ωs) from slip frequency (ωs). The logic circuit may further calculate the estimated rotor position (θr)) from the electrical frequency (ωs). The storage device may store time differences and corresponding reference rotor resistances. The storage device may store voltage differences and corresponding reference rotor resistances. The spaced thresholds may be times. The spaced thresholds may be voltage levels. The defined difference may be a voltage. The defined difference may be a time. The predetermined value may be substantially zero. The storage device may include a lookup table having a plurality of time/voltage differences and corresponding reference rotor resistances. There may be a set of lookup tables, one for each of a number of motor speed ranges.
This invention also features an indirect rotor resistance estimation system for an AC induction motor employing a synchronous frame current regulator, responsive to direct and quadrature current commands and sensed fixed frame motor winding currents, for providing direct and quadrature voltages and converting them to fixed frame voltages, adjusted for the rotor flux angle, to drive the motor power stage. The system includes a processor configured to successively step the quadrature command to zero and the direct current command to a predetermined value causing the quadrature stator voltage to decay as a representation of rotor current decay, store at least one stator voltage decay time/voltage difference and corresponding reference rotor resistance and defining, in response to the decaying stator voltage reaching spaced thresholds, a voltage/time difference for retrieving from storage device the associated rotor resistance.
In a preferred embodiment the processor may be further configured to normalize the quadrature stator voltage decay with respect to motor speed. The processor may be further configured to calculate slip frequency (ωr) from retrieved rotor resistance; to calculate electrical frequency (ωs) from slip frequency (ωr) and to estimate rotor position (θr) from an electrical frequency (ωs). Time differences may be stored with corresponding reference rotor resistances and the spaced thresholds may be voltages. Voltage differences may be stored with corresponding reference rotor resistances and the spaced thresholds may be times. The predetermined value may be substantially zero. The processor may be configured to store a lookup table having a plurality of time/voltage differences and corresponding reference rotor resistances. The processor may be configured to store a set of lookup tables, one for each of a number of motor speed ranges.
This invention also features an indirect rotor resistance estimation method for an AC induction motor employing a synchronous frame current regulator, responsive to direct and quadrature current commands and sensed fixed frame motor winding currents, for providing direct and quadrature voltages and converting them to fixed frame voltages, adjusted for the rotor flux angle, to drive the motor power stage including successively stepping the quadrature command to zero and the direct current command to a predetermined value causing the quadrature stator voltage to decay as a representation of rotor current decay; defining, in response to the decaying stator voltage reaching spaced thresholds, a voltage/time difference+, and retrieving from a storage device the rotor resistance associated with the voltage/time difference.
In a preferred embodiment the indirect rotor resistance estimation method may further include normalizing the quadrature stator voltage decay with respect to motor speed. The method may further include calculating slip frequency (ωr) from retrieved rotor resistance; calculating electrical frequency (ωs) from slip frequency (ωr); and estimating rotor position (θr) from electrical frequency (ωs). Time differences may be stored with corresponding reference rotor resistances and the spaced thresholds may be voltages. The voltage differences may be stored with corresponding reference rotor resistances and the spaced thresholds may be times. The predetermined value may be substantially zero.
Other objects, features and advantages will occur to those skilled in the art from the following description of a preferred embodiment and the accompanying drawings, in which:
Aside from the preferred embodiment or embodiments disclosed below, this invention is capable of other embodiments and of being practiced or being carried out in various ways. Thus, it is to be understood that the invention is not limited in its application to the details of construction and the arrangements of components set forth in the following description or illustrated in the drawings. If only one embodiment is described herein, the claims hereof are not to be limited to that embodiment. Moreover, the claims hereof are not to be read restrictively unless there is clear and convincing evidence manifesting a certain exclusion, restriction, or disclaimer.
There is shown in
This invention results from the realization that the magnetic field in the motor induces a voltage at the motor terminals, which is proportional to the derivate of the flux vector. This voltage therefore decays at the same rate as the magnetic field. The decay of the flux can therefore be observed by measuring the voltage at the motor terminals. This invention therefore uses the stator voltage at the output of the existing synchronous frame current regulator 24,
The present invention magnetizes the motor and switches the magnetizing current into the rotor in order to observe the discharge time. However, unlike prior art, the present invention proposes working “on the fly” while the motor is spinning and even during rapid speed variations. It is therefore very well suited for hybrid vehicle applications, especially in the context of motors and generators in parallel hybrids. Further advantages of the proposed solution are that no voltage sensors are required and no additional switches are needed to disconnect the phase wires during the test. As the result, the proposed solution does not require any hardware changes and does not add cost to the motor controller. And it can be implemented entirely in software if desired.
Motor control block 18,
In operation the current in two of the power lines 15 is measured, for example currents Iu, Iw in the fixed frame domain. These are converted from the fixed frame domain to the synchronous domain by converter 48 to provide measured currents Id, Iq to current regulator 44. The transformation in converter 48 is adjusted using the input of the rotor flux angle θr on line 58. With this measured input Id, Iq and the commanded input Id*, Iq*, current regulator 44 produces voltages Vd, Vq, which it delivers to converter 46. Converter 46 also uses the rotor flux angle θr in converting from the synchronous frame (dq) back to the fixed frame UVW form. These outputs are provided to pulse width modulator controller 54 which drives switches 50 in the conventional fashion to power motor 16 over lines 15. All of this is conventionally known.
In keeping with this invention an indirect rotor resistance estimation system 60 is employed which monitors a torque command on line 62 and the magnetizing voltage Vq on line 64 to produce an estimation of the rotor resistance on line 66. Indirect rotor resistance estimation system 60 also includes switching device 68 which successively sets Iq* and then Id* to zero to perform its estimation operation. Flux angle calculator block 67 uses the shaft position 69 and the rotor resistance estimate to calculate the flux angle, which is then used for the coordinate transformation. Although quadrature command Iq is stepped to zero, direct command Id maybe stepped to a predetermined value (S) where S could be zero, substantially zero, or some other value such as ½, ¼, . . . of the initial value.
In one embodiment indirect rotor resistance estimation system 60,
Measurement circuit 74 then measures the time elapsed between two spaced threshold voltages as Vqn decays and this time is then used to retrieve from storage 76 a corresponding reference rotor resistance Rr which is provided on line 66 as the estimated rotor resistance. Alternatively, measurement circuit 74 could measure the voltage change between two spaced times or time thresholds and use the delta voltage or voltage increment to retrieve the reference rotor resistance from storage 76. Logic circuit 78 may also be provided. Logic circuit 78 can first calculate:
Where, Rr is the rotor resistance, Iq is the quadrature current, and Ψr is the rotor flux, to obtain the slip frequency ωr. ωr can then be used along with the rotational frequency of the rotor Ω to obtain the electrical frequency ωs. The electrical frequency ωs is then integrated
θr=∫ωsdt (6)
to obtain rotor flux angle θr. The circuits shown in
dT=100 ms->Rr=1 Ohm. Based on the actual measurement, the rotor resistance would be estimated by means of simple scaling: dT=200 ms->Rr=1 Ohm*100 ms/200 ms. Or a lookup table could be used which contains a number of entries, for example:
This table could even be three-dimensional depending on speed.
1000 rpm:
2000 rpm:
A fuller understanding of the invention may be obtained using an AC induction motor equivalent circuit 90,
The advantage of using the current regulator for forcing the phase currents to zero is twofold: no external switches are required to fully disconnect the motor phases and an indirect phase voltage measurement can be obtained form the outputs of the current regulators, without the need for physical voltage sensors.
While the normalized Vq curve resembles a natural exponential decay, it is in reality quite nonlinear due to the saturation of the magnetizing inductance. If an accurate model of the magnetizing inductance is known, a least-squares regression or other curve fit can be used to directly identify the rotor resistance. The preferred embodiment, however, is based on a much simpler approach: instead of looking for an absolute determination of rotor resistance, the relative change from a controlled laboratory test is measured. Several relatively simple measurements can be used to determine the relative change of rotor resistance from a known reference condition. Most of them fall into one of the two following categories (illustrated below):
The preferred embodiment of this invention,
If the rotor-temperature at which the reference data was taken is known, it is possible to determine the rotor temperature from the estimated rotor resistance (using the temperature coefficient of resistance). This information can be used for protecting the rotor from overheating, by derating the rotor current above a certain rotor temperature if the measurements are beyond typical limits determined during commissioning, a motor failure can be detected and the drive shut down for safety reasons.
One method of implementing this invention is shown in
Although specific features of the invention are shown in some drawings and not in others, this is for convenience only as each feature may be combined with any or all of the other features in accordance with the invention. The words “including”, “comprising”, “having”, and “with” as used herein are to be interpreted broadly and comprehensively and are not limited to any physical interconnection. Moreover, any embodiments disclosed in the subject application are not to be taken as the only possible embodiments.
In addition, any amendment presented during the prosecution of the patent application for this patent is not a disclaimer of any claim element presented in the application as filed: those skilled in the art cannot reasonably be expected to draft a claim that would literally encompass all possible equivalents, many equivalents will be unforeseeable at the time of the amendment and are beyond a fair interpretation of what is to be surrendered (if anything), the rationale underlying the amendment may bear no more than a tangential relation to many equivalents, and/or there are many other reasons the applicant can not be expected to describe certain insubstantial substitutes for any claim element amended.
Other embodiments will occur to those skilled in the art and are within the following claims.
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