Embodiments of the present disclosure generally relate to force measurements produced by a force transducer, and more particularly to damping compensation of such force measurements.
The discussion below is merely provided for general background information and is not intended to be used as an aid in determining the scope of the claimed subject matter.
Force measurements are commonly performed using force or pressure transducers (hereinafter “force transducer”). Such force transducers are used, for example, in various testing systems, such as automotive testing systems, material testing systems, elastomer testing systems, and other testing systems to measure forces that are applied to a test specimen in response to an actuator driven force or motion applied to the test specimen.
The force measurement produced by a force transducer may include an inertial error relating to the acceleration of a secondary mass that is distinct from the test specimen in response to an applied force or motion to the test specimen. This secondary mass may comprise, for example, the mass of movable components of the force transducer and components used to support the test specimen.
To improve the accuracy of force measurements, compensations may be applied to correct for the inertial error through the application of an acceleration compensation, which is based on an estimation of the acceleration of the secondary mass.
Other mechanical errors that may be present in force measurements include mechanical damping errors. One such mechanical damping error is viscous material damping that is produced during movement of the secondary mass. Conventional techniques for generating a force measurement using a force transducer do not account for such mechanical damping errors.
This Summary is provided to introduce a selection of concepts in a simplified form that are further described below in the Detailed Description. This Summary is not intended to identify key features or essential features of the claimed subject matter, nor is it intended to be used as an aid in determining the scope of the claimed subject matter. The claimed subject matter is not limited to implementations that solve any or all disadvantages noted in the Background.
Embodiments of the present disclosure are directed to methods and systems for correcting mechanical damping errors in force measurements generated by force transducers in a testing system or by other forms of damping which shunt a portion of the force in parallel to the transducer sensing mechanism.
One embodiment of the system includes a force transducer, a support, a sensor and a controller. The force transducer is configured to generate a force output that is indicative of a force applied to the transducer. The support is connected to the force transducer and is configured to support a test specimen. The force transducer includes an active side and a fixed side. The sensor is configured to generate a sensor output that is indicative of a velocity of the active side of the force transducer relative to the fixed side. The controller is configured to receive the force output and the sensor output, calculate a damping compensation based on the sensor output, a damping constant estimate associated with damping properties of the transducer and the support, and a secondary mass comprising a mass of the transducer and the support, and generate a corrected force measurement based on the force output and the damping compensation.
Additional embodiments relate to methods of using embodiments of the system to compensate force transducer measurements for mechanical damping error. In one embodiment of a method of correcting a force measurement in a testing system, a test specimen is supported in a support that is connected to a force transducer. A force output is generated using the force transducer that is indicative of a force applied to the force transducer. A sensor output is generated that is indicative of a velocity of an active side of the force transducer relative to a fixed side of the force transducer. The force output and the sensor output are received by a controller, which calculates a damping compensation based on the sensor output, a damping constant estimate associated with damping properties of the force transducer and the support, and a secondary mass comprising a mass of the force transducer and the support. A corrected force measurement is generated using the controller based on the force output and the damping compensation.
This Summary is provided to introduce a selection of concepts in a simplified form that are further described below in the Detailed Description. This Summary is not intended to identify key features or essential features of the claimed subject matter, nor is it intended to be used as an aid in determining the scope of the claimed subject matter. The claimed subject matter is not limited to implementations that solve any or all disadvantages noted in the Background.
Embodiments of the present disclosure are described more fully hereinafter with reference to the accompanying drawings. Elements that are identified using the same or similar reference characters refer to the same or similar elements. The various embodiments of the present disclosure may, however, be embodied in many different forms and should not be construed as limited to the embodiments set forth herein. Rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the scope of the present disclosure to those skilled in the art.
As mentioned above, embodiments of the present disclosure generally relate to damping compensation for force measurements in testing systems with test specimens experiencing loads (force and/or torque) and/or displacements.
The actuator 106 may comprise a hydraulic, pneumatic or electric actuator, or another suitable actuator that may be used to apply a mechanical load 112 (e.g., torque, force, weight, tension, compression or pressure) to the test specimen 110. The force transducer 102 includes one or more sensing elements (e.g., strain gauges coupled to a flexure element) that are configured to convert the applied mechanical force 112 into an electrical output signal 114 that is indicative of the applied mechanical force 112. The transducer 102 includes one or more sensing elements that generally produce the electrical output signal 114 based on movement or displacement of an “active” or compliant portion 116 of a sensing element 117 relative to a fixed side 118 of the transducer 102 in response to the applied mechanical force 112.
A controller 120 of the system 100 may be used to process the output signal 114 from the force transducer 102, sensor signals 122 produced by one or more sensors 124, and other information to determine a force measurement, which may be indicted by a force measurement signal 126 in addition to controlling operation of the actuator 106.
As indicated in
The memory 132 represents local and/or remote memory or computer readable media. Such memory 132 comprises any suitable patent subject matter eligible computer readable media and does not include transitory waves or signals. Examples of the memory 132 include conventional data storage devices, such as hard disks, CD-ROMs, optical storage devices, magnetic storage devices and/or other suitable data storage devices.
The controller 120 may include circuitry 134 for use by the one or more processors 130 to receive inputs 136 (e.g., sensor signals 114, 122, etc.), issue control signals 138, and/or communicate data 140 (e.g., force measurement signal 126), such as in response to the execution of the instructions stored in the memory 132 by the one or more processors 130.
A load cell 104 containing the force transducer 102 is positioned to receive as a mechanical input the force applied to the test specimen 110 by the actuator 106. In the example of
It is understood that inertial errors in force measurements (e.g., signal 114 in
Movement of the secondary mass, particularly at higher frequencies (e.g., greater than 100 Hz), causes the secondary mass to experience a vibrational acceleration. This causes an inertial error in the force transducer output signal 114 that is proportional to the secondary mass.
Such inertial errors may be compensated for in the transducer force measurements by the controller 120 using a technique called acceleration compensation, in which an acceleration of the secondary mass is estimated and used to compensate the force measurement 114. The acceleration of the secondary mass may be estimated using one of the sensors 122, such as an acceleration sensor that produces a sensor signal that is indicative of the acceleration of the secondary mass, or another suitable technique. Examples of acceleration compensation techniques are described in U.S. Pat. Nos. 7,331,209, 9,658,122 and 10,551,286, which are incorporated herein by reference in their entirety.
Embodiments of the present disclosure operate to address additional sources of mechanical errors in force measurements produced by force transducers 102 in testing systems 100. One such source of mechanical error is mechanical damping error due to mechanical damping of movement of the secondary mass of the system 100, such as viscous damping, Coulomb or dry friction damping, solid or structural damping, material or hysteretic damping, and/or slip or interfacial damping, for example. The conventional wisdom has been that the effect of this mechanical damping error in transducer force measurements in testing systems 100 is negligible. As a result, conventional techniques for processing force transducer measurements in testing systems 100 have ignored this mechanical damping error and focused instead on providing acceleration compensation of the force measurements.
Embodiments of the present disclosure stem from the discovery that the above-described mechanical damping error in testing systems 100 due to movement of the secondary mass may, in reality, substantially adversely affect the accuracy of the force measurements 114. Accordingly, one embodiment of the present disclosure operates to compensate force measurements 114 of the force transducer 102 for such mechanical damping to improve the accuracy of the force measurement 114.
The illustrated masses may form the secondary mass m (e.g., m=msensor+msupport) discussed above corresponding to components of the system 100 that move (e.g., vibrate) during a testing operation in response to the application of an applied force 112 to the test specimen 110 by the actuator 106.
The active or deflecting portion 116 (e.g., a beam) of the sensing element 117 of the force transducer 102 is represented in the model by a spring 166 having a stiffness k, and the damping properties of the transducer 102, and other components of the system 100 (e.g., the support 108) that may affect the force measurement of the transducer 102, are represented by the damping b.
The sum of the forces about the secondary mass m are indicated in Equation 1.
where:
Thus, the sum of the forces around the secondary mass m are equal to the secondary mass m times its acceleration (secondary mass induced inertial error), which is equal to the velocity (−x direction) of the mass m times the damping of the transducer (mechanical damping induced error) plus the displacement of the mass m (−x direction) times the stiffness of the transducer (measured dynamic force (Fmeas=kx)), plus any applied forces (Fa) from the actuator.
Accordingly, Equation 1 may be rearranged to form Equation 2.
The inertial error (−m{umlaut over (x)}) may be compensated for through an acceleration compensation that estimates the inertial error by establishing an estimate of the acceleration of the secondary mass (˜{umlaut over (x)}), such as from an acceleration sensor 124 (
Combining Equations 2 and 3 leads to Equation 4.
The inertial error (−m{umlaut over (x)}) is cancelled by the estimated inertial error ((˜m)(˜{umlaut over (x)})) resulting in Equation 5.
Thus, the remaining error in Equation 5 is the mechanical damping error of the system (b{dot over (x)}). Embodiments of the present disclosure operate to apply a mechanical damping compensation to Equation 5 to cancel the mechanical damping error. In one embodiment, this is achieved by calculating an estimate of the mechanical damping error by multiplying an estimate of the damping (˜b) by an estimate of the velocity (˜{dot over (x)}). The application of the mechanical damping compensation to Equation 5 results in Equation 6.
Accordingly, the measured force indicated by the signal 114 may be compensated by the controller 120 to produce a corrected force measurement that more accurately matches the applied force 112.
As mentioned above, conventional techniques for processing force measurements in testing systems assumed that the mechanical damping error was insignificant. However, it has been discovered that this is not true. For example, when the actuator 106 of the testing machine 100, vibrates the test specimen at a high frequency (e.g., greater than 100 Hz) or at a resonant frequency of the active portion 116 of the sensing element 117, the mechanical damping error can play a significant role in the accuracy of the force measurements produced by the transducer and cause the force measurement to be off by as much as 25%. In fact, at times, the mechanical damping error may exceed the inertial error of the system 100.
Accordingly, embodiments of the present disclosure provide the above-described mechanical damping compensation to load measurements 114 of a testing system 100 to improve the accuracy of the force and/or torque measurements. Embodiments of the present disclosure are also directed to particular techniques for implementing this mechanical damping compensation in a testing system 100.
The mechanical damping compensation may be performed in substantially real time using the controller 120, in which the processing of the force transducer output 114 includes the application of the mechanical damping compensation, with or without conventional acceleration compensation, to produce a corrected force measurement represented by signal 126 in
Embodiments of the mechanical damping compensation include estimating the damping constant (˜b) and estimating the velocity of the secondary mass (˜{dot over (x)}). In some embodiments, the damping constant is estimated based on the material properties of the active portion 116 of the sensing element 117.
When the mechanical damping to be addressed is viscous damping or dry friction damping, the damping constant may be directly measured through an experiment on the system. In one example, the damping error and inertial error may be measured by applying a known specimen force (possibly zero specimen force) and obtaining the resulting forces measured by the transducer 102. The force measurement errors due to inertial (acceleration) effects and those due to damping (velocity) effects can be decomposed since the inertial effects will be proportion to the acceleration (e.g., measured by an acceleration sensor 124) and the damping effects will be proportional to the velocity (measured or estimated). If the applied specimen force is sinusoidal, these two contributions can be extracted from the measurement error since the acceleration and velocity are 90 degrees out of phase for a sinusoid.
It is not necessary for this estimate of the damping constant to be restricted to a single scalar value. Instead, the damping effects could be included as a frequency domain transfer function or its equivalent digital filter and its effects could be combined with the acceleration effects and be incorporated as a more generalized, transducer impedance transfer function.
The estimation for the velocity (˜{dot over (x)}) may be performed based on a measurement by one or more of the sensors 124 of the system 100. For example, when the sensors 124 (
In one embodiment, the estimation of the velocity (˜{dot over (x)}) is performed through a combination the derivative of the displacement sensor output 122 and the integral of the acceleration sensor output 122 through a pair of complementary filters, similar to the crossover filters used in audio speakers, or with a Kalman filter, for example. This combination measurement for estimating the velocity may be preferred in most applications.
The sensors 124 of the system 100 may also include a velocity sensor (e.g., rate gyro or LVT, or an encoder velocity signal) that is configured to measure the velocity of the secondary mass along the x-direction. Here, the output 122 from the velocity sensor may be used as the velocity estimate.
A phase shift and/or a magnitude attenuation or amplification can exist between the force transducer output signal 114 and the damping compensation, due to, for example, the communication of the force transducer output 114 and signals 122 from one or more of the sensors 124 used to estimate the damping error (e.g., velocity estimation), and due to processing performed by the controller 120. For instance, some phase shift and/or a magnitude attenuation or amplification may occur due to different conditioners, filters, samplers, etc. that may introduce delays, or differing delays, which may vary as a function of frequency.
In one aspect of the present disclosure, this phase shift and/or magnitude attenuation or amplification between the force measurement output 114 by the transducer 102 and the mechanical damping compensation is addressed by the controller 120 before generating the final force measurement output 126 that includes the mechanical damping compensation. Similarly, the phase shift and/or magnitude attenuation or amplification between the force transducer output 114 and an acceleration compensation may also be addressed by the controller 120 before generating the final force measurement output 126. Alternatively, this phase shift and/or magnitude compensation may be performed post test by the controller 120 or another processing system.
In some testing systems, the support 108 shown in
Condition simulators are one type of testing system 100 that may present the arrangements of
Additionally, certain aspects of condition simulators may present the arrangement of
The restraint system 180 includes multiple load cells including, for example, a load cell 104A (e.g., a bi-directional load cell) that is connected to the plate 182 or test specimen support 108, and load cells 104B (one shown) that are each connected in line with a linear actuator 106. Each of the load cells 104 include one or more force transducers. The load cell 104A is also connected to a vertical support 188 through a joint 174 formed by a linear bearing 190 that is configured to slide along rails 192 oriented with the z-axis to accommodate vehicle movement along the z-axis. The load cell 104B is also connected to the arms 186 through a joint 174 formed by hinges 184 and ultimately to a common location or ground shared by the vertical support 188.
The load cells 104B are each connected between the actuator 106 and one of the arms 186. The actuators 106 articulate the arms 186 in the x-z plane through a parallel linkage to raise and lower the assembly that includes the plate 182 and the load cell 104A along the z-axis. This movement is guided by the linear bearing 190 riding on the rails 192.
Movement of the linear bearing 190 along the rails 192 produces damping forces that are shunted away from the load cells 104B through parallel supports and joints 174 (e.g., vertical support 188, arms 186), as generally illustrated in
Also included in
The mechanical damping compensation and acceleration compensation may be applied to Equation 7 as discussed above to compensate for inertial and damping errors, using the controller 120. After the application of these compensations, only the parallel damping error remains in Equation 7.
In one embodiment, the parallel mechanical damping error is addressed by applying parallel mechanical damping compensation based on estimates of the damping (˜b′) and the velocity (˜{dot over (x)}′) associated with the parallel support 170 to calculate an estimate of the parallel mechanical damping error (˜b′)(˜{dot over (x)}′). The estimates of the damping (˜b′) and the velocity (˜{dot over (x)}′) may be obtained using any of the techniques described above. For example, acceleration, displacement and/or velocity sensors 124 may be used to obtain the estimated velocity ˜{dot over (x)}′, as discussed above with regard to the velocity of the secondary mass.
The application of the parallel mechanical damping compensations to Equation 7 results in a corrected dynamic force (Fcorr) or corrected force measurement that is approximately equal to the applied force, as indicated in Equation 8.
Thus, the application of the parallel mechanical damping compensation by the controller 120 to transducer force measurements in the testing system 100 of
Accordingly, some embodiments of present disclosure include a testing system 100 comprising components of
Although the embodiments of the present disclosure have been described with reference to preferred embodiments, workers skilled in the art will recognize that changes may be made in form and detail without departing from the spirit and scope of the present disclosure.
The present application is based on and claims the benefit of U.S. provisional patent application Ser. No. 63/464,939, filed May 8, 2023, the content of which is hereby incorporated by reference in its entirety.
Number | Date | Country | |
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63464939 | May 2023 | US |