USE OF MOTOR FLUX LINKAGE MAPS FOR MONITORING THE HEALTH OF AN ACTUATOR
20200091841 ยท 2020-03-19
Inventors
Cpc classification
H02P23/14
ELECTRICITY
H02P6/12
ELECTRICITY
B66F3/20
PERFORMING OPERATIONS; TRANSPORTING
International classification
Abstract
A method for monitoring the health of an actuator that includes a permanent magnet motor, a rotor and a stator. The method includes: providing a flux linkage reference map comprising a) nominal flux linkage map, having a plurality of nominal flux linkage curves of said motor, each of said nominal flux linkage curves being defined as defining a healthy condition of said actuator, and b) upper and lower tolerance limits of each of said nominal flux linkage curves, the range between said upper and lower limits being defined as a healthy condition of said actuator, and said method of monitoring the health of the actuator further comprising generating a first flux linkage curve of said motor that is to be monitored and determining whether or not said generated first flux linkage curve to be monitored is between the defined upper and lower limits of said flux linkage reference map.
Claims
1. A method for monitoring the health of an actuator, said actuator comprising a permanent magnet motor, a rotor and a stator; said method for monitoring comprising: providing a flux linkage reference map comprising: a nominal flux linkage map, having a plurality of nominal flux linkage curves of said motor, each of said nominal flux linkage curves defining a healthy condition of said actuator, and upper and lower tolerance limits of each of said nominal flux linkage curves, the range between said upper and lower limits being defined as a healthy condition of said actuator, and said method of monitoring the health of the actuator further comprising determining whether or not said actuator is healthy, by: generating a first flux linkage curve of said motor that is to be monitored, and determining whether or not said generated first flux linkage curve is between the defined upper and lower limits of said flux linkage reference map.
2. The method of claim 1, wherein said flux linkage reference map is generated when the actuator is known to be healthy by calculating a plurality of said nominal flux linkage curves of said motor, each of said nominal flux linkage curves corresponding to a different rotor position, and creating said nominal flux linkage map of said nominal flux linkage curves; the method further comprising: calculating tolerances on each of said nominal flux linkage curves and, based on said tolerances, calculating said upper and lower limits of each nominal flux linkage curve between which said healthy condition of the actuator is defined, and adding said upper and lower limits into said nominal flux linkage map to create said flux linkage reference map.
3. The method of claim 1, wherein said generated flux linkage curve is calculated for the motor under load.
4. The method of claim 1, wherein said generated flux linkage curve is calculated for the motor under thermal conditions.
5. The method of claim 1, wherein, if said generated flux linkage curve is determined as not being between the defined upper and lower limits of said reference flux linkage map for a given working condition, a warning is generated.
6. The method of claim 1, wherein said tolerances are calculated based on at least one condition.
7. The method of claim 6, wherein said at least one condition comprises a manufacturing tolerance or tolerances of said actuator.
8. The method of claim 6, wherein said at least one condition comprises a material tolerance or tolerances of the actuator.
9. The method of claim 6, wherein said at least one condition comprises an environmental condition or conditions of the actuator.
10. The method of claim 1, wherein said plurality of nominal flux linkage curves are calculated for different current levels at said different rotor positions.
11. The method of claim 1, wherein said reference flux linkage map is loaded into motor drive electronics.
12. The method of claim 1, wherein, when said generated flux linkage curve is within the defined upper and lower limits of said flux linkage reference map for a given working condition based on load, position and environmental condition, no warning is generated and said method step of generating a flux linkage curve and determining whether or not said generated flux linkage curve is between the defined upper and lower limits of said flux linkage reference map is repeated at a later time.
13. A system configured to monitor the health of an actuator, said system comprising: said actuator having a permanent magnet motor, a rotor and a stator, said system further comprising a controller configured to perform the method of claim 1.
14. The system of claim 13, wherein said controller is used for motor control and wherein said method is integrated into the same control chip or a different platform.
Description
BRIEF DESCRIPTION OF THE DRAWINGS
[0022] The subject matter of the present disclosure is particularly pointed out and distinctly claimed in the concluding portion of the specification. A more complete understanding of the present disclosure, however, may best be obtained by referring to the detailed description and claims when considered in connection with the figures, wherein like numerals denote like elements.
[0023]
[0024]
[0025]
DETAILED DESCRIPTION
[0026] The examples described herein relate to a method for monitoring the health of an electric actuator and a system that is configured to perform the method of monitoring the health of an electric actuator. In some examples, the method can be performed on an electrical actuator. This may be an electromechanical actuator or an electro-hydrostatic actuator. In the case wherein an electromechanical actuator is used, the system that is being monitored may consist of a motor driving a gear box and a screw (in the case of a geared actuator), or a motor driving directly a screw (in the case of a direct drive actuator). For an electro-hydrostatic actuator, a motor drives a hydraulic pump.
[0027] The methods described herein can be performed on a used component, or they can also be performed on a brand new component. The reference map must be created based on a component that is known to be healthy. Performing the method on a brand new component may be useful in the situation wherein there is a premature failure with a component, as this method would be able to detect that failure.
[0028] In the examples described herein, the actuator comprises an electric permanent magnet motor, comprising a permanent magnet, a rotor and a stator. The actuator also comprises other components, as is known in the art, such as a gear box, screw etc.
[0029] For reference, an example of an electromechanical actuator (ema) 500 is depicted in
[0030] In the method described herein, flux linkage maps are generated from the motor and used to monitor the health of the actuator. A flux linkage map is specific and unique to each electrical motor. Due to this, they can be used to check and monitor the health of the actuator, since its flux linkage curves will be displaced when the actuator becomes unhealthy.
[0031] For example the graph or flux linkage map shown in
[0032] Over time, it is expected that each of the curves shown in the graph of
[0033] In some examples, the method and system may be configured to use a resolver and a sensor or sensors to perform the method described herein. The method 100 is a method of prognostic health monitoring of an actuator of an electric motor achieved via the following steps which are outlined in
[0034] In summary, the steps of the method comprise the following: 1) define the curve which constitutes the map for the nominal condition and for different currents, 2) define the potential movement of the curve, i.e. Define the possible tolerances that can be accepted for the curves based on mechanical manufacturing tolerances, material tolerances and the different environmental conditions, so that each point of the each curve will have a positive and a negative limit which should not be exceeded, 3) once these limits are defined, new points are generated on the curve, to which measurements will be compared using a look-up or reference table, 4) if a point is found to be within these limits then it means that the actuator is healthy and so nothing further needs to be done. If this is not the case, and the points are outside the healthy range then an alarm for maintenance may be raised. The method will now be described in greater detail.
[0035] When the actuator is known to be healthy 102, the method and system may be configured to measure the voltage at a given position or positions of the rotor and for given currents. The system is further configured to use this data to calculate a plurality of the nominal flux linkage curves for these different rotor positions, which are shown in a nominal flux linkage map in
[0036] The system may be further configured to use this nominal flux linkage map as a basis upon which a reference flux linkage map may be created, this reference flux linkage map being the map which is later used as a reference to determine if the actuator is healthy or not.
[0037] The system and method therefore involves calculating tolerances on each curve of the nominal flux linkage map. These tolerances may be based on conditions such as defined manufacturing and material tolerances and environmental conditions 104. The tolerances may also be based on other conditions. These tolerances may then be used to calculate/generate upper and lower limits for each nominal flux linkage curve in the nominal flux linkage map. These upper and lower limits define a range within which the actuator is indicated as being in a healthy condition. These upper and lower limits are loaded into and combined with the nominal flux linkage reference map that has already been calculated under the nominal condition (as described above) to create the reference flux linkage map.
[0038] These new upper and lower limits of the reference map may be described as defining the lower and upper limits between which a healthy condition of the actuator can be defined and represented. Therefore, in order to monitor the health of the actuator, once the reference map has been created, a flux linkage curve that is generated from the motor can be compared against this reference map to determine if the actuator is still within the healthy condition range.
[0039] In some systems and methods, a warning can be given if the health is not within the determined healthy range. This is because, once these tolerances on the curves have been defined in the reference map, the boundaries beyond which a potential maintenance flag may be raised are well defined. As shown in
[0040] In some examples, the motor drive may contain power/motor drive electronics and the system may be further configured to load the flux linkage map or maps into the power/motor drive electronics at step 108. That is, the power/motor drive electronics can be used as a means for implementing the methods for monitoring described herein.
[0041] At step 110, the health of the actuator is monitored by calculating the flux linkages for the motor under load and thermal conditions and comparing these to the reference map (and specifically the range between the upper and lower limits) to determine whether or not the actuator is healthy.
[0042] This comparison is made using a processor and logic, which calculate the actual flux linkage value. This should be compared to values that are calculated for exactly the same condition of current (load) and temperature that have been uploaded into the memory as a look-up table.
[0043] Since the load is directly linked to the current magnitude, under different loads and currents, different flux linkage values will be calculated. Therefore, in order to check whether the flux linkage value is within the expected value range, knowledge of the current is required. In addition to this, under different thermal conditions, the flux linkage value will also change slightly, again resulting in a different flux linkage value. In summary, in order to check the health of the actuator and to ensure that the flux linkage value is correct as expected or not, the current and temperature must be known.
[0044] The system and method therefore determines whether or not the generated curve is within the defined range for a given working condition 112.
[0045] If the system determines that, yes, the generated curve is within the defined range (or calculated curve) for a given working condition, the system does not do anything further 114 and the method may be repeated.
[0046] On the other hand, if the system determines that, no, the generated curve is not within the defined range (or calculated curve) for a given working condition, the system is configured to generate a flag warning into a maintenance computer 116. In some examples, this may instigate the continued monitoring of the motor health and the method 100 may then repeat itself.
[0047] In some examples, an existing current sensor and temperature sensor (that may already be used to control the motor) may be used to feed data into an algorithm that is used by the system to calculate flux linkage maps. The current sensor will give the information regarding current level and the temperature sensor will allow the definition of the environmental conditions. Both of these inputs will define the location of the reference point for comparison.