Patent Application
20200153370
The present invention relates to systems and methods for controlling the operation of electric motors, and more particularly, embodiments concern a system and computer-implemented method for reducing an angle error in an estimated position of a rotor over various loads on an electric motor or type of electric motor.
It is generally desirable for electric motors, including spoked magnet motors, to achieve the best torque-per-amp operating points. At such operating points, the motor uses the minimum current necessary to drive the output torque. This may be accomplished by synchronizing the stator and rotor, but doing so requires knowing the position of the rotor as accurately as possible. One way to directly determine the position of the rotor is to use a Hall effect sensor, encoder, or resolver in the motor.
Another way to determine the position of the rotor is to use a sensorless algorithm based on back electromotive force (EMF), inductance, and resistance to predict the position of the rotor. Sensorless algorithms are relatively accurate, but under some conditions can be sufficiently inaccurate so as to significantly lower motor efficiency. Angle errors of three degrees (3°) or less may have little or no significant effect, but angle errors of six degrees (6°) or seven (7°) degrees may lower motor efficiency by approximately one-half percent (0.5%) and increase motor phase current by approximately one percent (1%). Given that the difference between normal and high performance motors may be as little as three percent (3%), even relatively small angle errors can significantly lower motor efficiency.
This background discussion is intended to provide information related to the present invention which is not necessarily prior art.
Embodiments of the present invention solve the above-described and other problems and limitations by providing a system and computer-implemented method for reducing an angle error in an estimated position of a rotor over various loads on an electric motor or type of electric motor. With more accurate angle information, the correlation between current and torque may be more accurately determined, which allows motor manufacturers to reduce performance margins while still meeting users' performance requirements.
In an embodiment, a computer-implemented method may be provided for improving the functioning of a computer for reducing an angle error in an estimated position of a rotor over a plurality of loads in an electric motor. The computer-implemented method may include the following steps. Data may be gathered at a plurality of torque levels for at least one speed of the electric motor, including for each torque level, trying a plurality of different inductance values, and an inductance value that results in an angle error of zero may be determined. The inductance value that results in an angle error of zero for each speed may be saved in an electronic memory of a motor controller of the electric motor. The inductance value that results in an angle error of zero for each speed of the at least one speed may be used by the motor controller to control operation of the electric motor, including synchronizing the rotor and a stator.
In another embodiment, a computer-implemented method may be provided for improving the functioning of a motor controller for reducing an angle error in an estimated position of a rotor over a plurality of loads in a type of electric motor, wherein the type of electric motor has the rotor, a stator, a shaft, an encoder mounted on the shaft, and a plurality of windings. The computer-implemented method may include the following steps. One or more electrical parameters of a representative electric motor of the type of electric motor may be measured. A true rotor position of the rotor of the representative electric motor may be found. Sensorless gains based on the one or more motor parameters may be generated, including determining a sensorless angle. Data may be gathered at a plurality of torque levels for at least one speed of the representative electric motor, including for each torque level, a plurality of different inductance values may be tried, and an inductance value that results in an angle error of zero may be determined, wherein the angle error is a difference between the true rotor position and the sensorless angle. The inductance value that results in an angle error of zero for each speed may be saved in an electronic memory of the motor controller of each electric motor of a plurality of electric motors of the type of electric motor. The inductance value that results in an angle error of zero for each speed of the at least one speed may be used by the motor controller of each electric motor to control operation of each electric motor of the plurality of electric motors, including synchronizing the rotor and the stator.
Various implementations of the foregoing embodiments may include any one or more of the following additional features. The one or more parameters may include voltage, current, and power. Finding the true rotor position may include positioning the shaft of the electric motor or representative electric motor in a known location, energizing two windings to lock the rotor, performing a zeroing process, moving the shaft to a next position and repeating the zeroing process, repeating the foregoing steps for each pole of a plurality of poles in the electric motor, and averaging the encoder offsets for each pole to obtain a final encoder offset, wherein the final encoder offset is the true rotor position, and saving the true rotor position in an electronic memory. The zeroing process may include reading an encoder theta, adjusting an encoder offset so that the encoder theta is close to zero, and recording the encoder offset. Energizing the two windings may include connecting a positive lead of a direct current power supply to a C phase winding of the representative electric motor, connecting a negative lead of the direct current power supply to a B phase winding of the representative electric motor, and leaving an A phase winding of the representative electric motor open, wherein the direct current power supply generates at least one-half the rated phase current of the representative electric motor. There may be between three and six torque levels, and/or there may be between two and six speeds. The computer-implemented method may further include, given the data from the plurality of different inductance values, using interpolation to find the inductance value that results in the angle error of zero.
This summary is not intended to identify essential features of the present invention, and is not intended to be used to limit the scope of the claims. These and other aspects of the present invention are described below in greater detail.
Embodiments of the present invention are described in detail below with reference to the attached drawing figures, wherein:
The figures are not intended to limit the present invention to the specific embodiments they depict. The drawings are not necessarily to scale.
The following detailed description of embodiments of the invention references the accompanying figures. The embodiments are intended to describe aspects of the invention in sufficient detail to enable those with ordinary skill in the art to practice the invention. Other embodiments may be utilized and changes may be made without departing from the scope of the claims. The following description is, therefore, not limiting. The scope of the present invention is defined only by the appended claims, along with the full scope of equivalents to which such claims are entitled.
In this description, references to “one embodiment”, “an embodiment”, or “embodiments” mean that the feature or features referred to are included in at least one embodiment of the invention. Separate references to “one embodiment”, “an embodiment”, or “embodiments” in this description do not necessarily refer to the same embodiment and are not mutually exclusive unless so stated. Specifically, a feature, structure, act, etc. described in one embodiment may also be included in other embodiments, but is not necessarily included. Thus, particular implementations of the present invention can include a variety of combinations and/or integrations of the embodiments described herein.
Broadly characterized, embodiments provide a system and computer-implemented method for reducing an angle error in an estimated position of a rotor over various loads on an electric motor or type of electric motor. Inductance varies with current, so embodiments may determine how inductance actually varies with current in a particular motor or in a representative motor of a particular type of motor, and then rather than use a fixed inductance value in the sensorless algorithm, allow inductance to vary with current in the sensorless algorithm in order to reduce angle error in the estimated position of the rotor. Based on the estimated position of the rotor, the proper voltage and/or current to be applied to the motor may be determined to better synchronize the stator and the rotor during the next time step. Thus, with more accurate angle information, the correlation between current and torque may be more accurately determined, and this may allow motor manufacturers to reduce performance margins while still meeting users' performance requirements.
Referring to
The motor controller 22 may be otherwise conventionally configured to control the operation of the motor 12. The user interface 26 allows a user to provide instructions to the motor controller 22 for controlling operation of the motor 12. The first isolator 28 may be electrically connected between the motor 12 and the motor controller 22, and configured to electrically isolate signals communicated therebetween, and thereby protect the motor controller 22 from damage. Similarly, the second isolator 30 may be electrically connected between the computing device 34 and the motor controller 22, and configured to electrically isolate signals communicated therebetween, and thereby further protect the motor controller 22 from damage.
The serial peripheral interface bus (SPI) to universal serial bus (USB) adapter 32 may be electrically connected to and between the motor controller 22 and the computing device 34, and configured to facilitate communication therebetween by converting the SPI protocol used by the motor controller 22 to the USB protocol used by the computing device 34. In one implementation, variables stored in the SPI transmit buffer may be transferred once per update cycle. The SPI peripheral may send data from the transmit buffer until the buffer is empty, with no processor overhead or interrupts. In order to keep overhead low on the processor side, there may be no checksum, no cyclic redundancy check (CRC), and no retries for bad data, and data may only be outputted to the computing device 34, with any needed inputs from the computing device 34 being inputted through the communications box 36.
The computing device 34 may be substantially any suitable computing device, such as a general purpose or dedicated, desktop, laptop, tablet, or handheld computer, configured to perform the functionality described below, including receiving data from the processing element 24 and user interface 26 of the motor controller 22, executing data collection software configured to process the received data, transmitting information to the memory element 25 for storage thereon, and transmitting information to the user interface 26 for controlling operation of the motor 12. The communications box 36 may be electrically connected to and between the user interface 26 of the motor controller 22 and the computing device 34, and configured to facilitate communications therebetween using applicable protocols.
Referring also to
One or more electrical parameters of the electric motor 12 may be measured, as shown in 112. A true rotor position of the rotor 16 may be found, as shown in 114. Sensorless gains based on the one or more motor parameters may be generated, including determining a sensorless angle, as shown in 116. Data may be gathered at a plurality of torque levels for at least one speed of the representative electric motor, including for each torque level, trying a plurality of different inductance values, and determining an inductance value that results in an angle error of zero, wherein the angle error is a difference between the true rotor position and the sensorless angle, as shown in 118. The inductance value that results in an angle error of zero for each speed may be saved in the electronic memory 25, as shown in 122. The saved inductance value that results in an angle error of zero for each speed may be used to control the electric motor 12 or a plurality of electric motors of the same type as the electric motor 12, as shown in 124.
Various implementations of the system 10 may include any one or more of the following additional features. The system 10 may be configured to export from the motor controller 22 up to seven (7) variables simultaneously at the highest control loop execution rate (eight (8) kHz). Data may not be buffered but rather streamed to the computing device 34 in real time, so the data may be collected without a pre-determined length. The data collection system may be sufficiently lightweight to be executable on the normal processing element 24 of the motor controller 22. The data collection system may include the ability to isolate and read the encoder 20 so that the real position can be compared to any variable in the motor controller 22.
The system 10 may include more, fewer, or alternative components and/or perform more, fewer, or alternative actions, including those discussed elsewhere herein, and particularly those discussed in the following section describing the computer-implemented method.
Referring again to
One or more electrical parameters (e.g., voltage, current, power) of the motor 12 may be measured, as shown in 112. A true rotor position of the rotor 16 may be found, as shown in 114. Referring also to
Referring again to
In an example,
The gathered data may be used to find the best fit for Lconst, Lgain, RLconst, and RLgain, as shown in 120. “Lgain” is the gain or intercept parameter of the machine electrical inductance “L” from the motor winding design, and is measure din units of Henries. “RLgain” is the gain or intercept parameter machine electrical impedance “RL” from the motor winding design, and is measured in units of Ohms. Normally, the inductance values that result in an angle error of zero fit a linear curve well, though at the lower torque levels there can be some deviation from the linear curve. The linear fit parameters may be stored in the EEPROM or other memory element 25 incorporated into or otherwise accessible by the motor controller 22, as shown in 122. Each type of motor may have a different set of linear fit parameters. The motor 12 may then be run over the full speed and torque range of its expected operation. For example, a motor with a maximum speed of twelve hundred (1200) RPM, may have four (4) speeds, five hundred (500), nine hundred (900), one thousand fifty (1050), and twelve hundred (1200) RPM, with three (3) torque points at each speed, thirty three percent (33%), sixty six percent (66%), and one hundred percent (100%) of the rated torque. Angle error data and electrical parameter data (e.g., voltage, current, power) may be gathered, and the angle error may be checked at each torque point, and the electrical data may be checked against the best operating data from the testing of the motor 12.
Based on the results obtained with the representative or representative motor 12, the motor controllers of some, most, or all motors of the type of motor may be configured to use the inductance value that results in an angle error of zero for each speed to control the motors at each speed, as shown in 124.
The computer-implemented method 110 may include more, fewer, or alternative actions, including those discussed elsewhere herein.
Although the invention has been described with reference to the one or more embodiments illustrated in the figures, it is understood that equivalents may be employed and substitutions made herein without departing from the scope of the invention as recited in the claims.
Having thus described one or more embodiments of the invention, what is claimed as new and desired to be protected by Letters Patent includes the following:
The present U.S. non-provisional continuation patent application is related to and claims priority benefit of an earlier-filed U.S. non-provisional patent application with the same title, Ser. No. 16/137,864, filed Sep. 21, 2018, and an even earlier-filed U.S. provisional patent application with the same title, Ser. No. 62/562,220, filed Sep. 22, 2017. The entire contents of the earlier-filed applications are incorporated into the present application as if fully set forth herein.
| Number | Date | Country | |
|---|---|---|---|
| 62562220 | Sep 2017 | US |
| Number | Date | Country | |
|---|---|---|---|
| Parent | 16137864 | Sep 2018 | US |
| Child | 16743013 | US |
