WO2009071898A2 - Control of a shape memory alloy actuation arrangement - Google Patents
Control of a shape memory alloy actuation arrangement Download PDFInfo
- Publication number
- WO2009071898A2 WO2009071898A2 PCT/GB2008/004015 GB2008004015W WO2009071898A2 WO 2009071898 A2 WO2009071898 A2 WO 2009071898A2 GB 2008004015 W GB2008004015 W GB 2008004015W WO 2009071898 A2 WO2009071898 A2 WO 2009071898A2
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- WIPO (PCT)
- Prior art keywords
- sma actuator
- resistance
- sma
- temperature
- actuator
- Prior art date
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- 229910001285 shape-memory alloy Inorganic materials 0.000 title description 292
- 238000010438 heat treatment Methods 0.000 claims abstract description 61
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- 101100257136 Caenorhabditis elegans sma-5 gene Proteins 0.000 claims 1
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- 229910001566 austenite Inorganic materials 0.000 description 9
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Classifications
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F03—MACHINES OR ENGINES FOR LIQUIDS; WIND, SPRING, OR WEIGHT MOTORS; PRODUCING MECHANICAL POWER OR A REACTIVE PROPULSIVE THRUST, NOT OTHERWISE PROVIDED FOR
- F03G—SPRING, WEIGHT, INERTIA OR LIKE MOTORS; MECHANICAL-POWER PRODUCING DEVICES OR MECHANISMS, NOT OTHERWISE PROVIDED FOR OR USING ENERGY SOURCES NOT OTHERWISE PROVIDED FOR
- F03G7/00—Mechanical-power-producing mechanisms, not otherwise provided for or using energy sources not otherwise provided for
- F03G7/06—Mechanical-power-producing mechanisms, not otherwise provided for or using energy sources not otherwise provided for using expansion or contraction of bodies due to heating, cooling, moistening, drying or the like
- F03G7/065—Mechanical-power-producing mechanisms, not otherwise provided for or using energy sources not otherwise provided for using expansion or contraction of bodies due to heating, cooling, moistening, drying or the like using a shape memory element
-
- G—PHYSICS
- G03—PHOTOGRAPHY; CINEMATOGRAPHY; ANALOGOUS TECHNIQUES USING WAVES OTHER THAN OPTICAL WAVES; ELECTROGRAPHY; HOLOGRAPHY
- G03B—APPARATUS OR ARRANGEMENTS FOR TAKING PHOTOGRAPHS OR FOR PROJECTING OR VIEWING THEM; APPARATUS OR ARRANGEMENTS EMPLOYING ANALOGOUS TECHNIQUES USING WAVES OTHER THAN OPTICAL WAVES; ACCESSORIES THEREFOR
- G03B3/00—Focusing arrangements of general interest for cameras, projectors or printers
- G03B3/10—Power-operated focusing
-
- G—PHYSICS
- G03—PHOTOGRAPHY; CINEMATOGRAPHY; ANALOGOUS TECHNIQUES USING WAVES OTHER THAN OPTICAL WAVES; ELECTROGRAPHY; HOLOGRAPHY
- G03B—APPARATUS OR ARRANGEMENTS FOR TAKING PHOTOGRAPHS OR FOR PROJECTING OR VIEWING THEM; APPARATUS OR ARRANGEMENTS EMPLOYING ANALOGOUS TECHNIQUES USING WAVES OTHER THAN OPTICAL WAVES; ACCESSORIES THEREFOR
- G03B5/00—Adjustment of optical system relative to image or object surface other than for focusing
Definitions
- the present invention relates generally to control of an SMA (shape memory alloy) actuation arrangement that comprises an SMA actuator arranged on contraction caused by heating to drive movement of a movable element relative to a support structure.
- SMA shape memory alloy
- the present invention has particular application to precision actuation of a relatively small movable element, for example a camera lens element, particularly a camera lens element of the type used in a miniature camera which may be employed in a portable electronic device such as a mobile telephone or a mobile digital data processing and/or transmitting device.
- actuation arrangements Whilst most of the existing cameras rely on variations of the well-known electric-coil motor, a number of other actuation arrangements have been proposed as small drive units for the lens system. Such other actuation arrangements may include transducers based on piezoelectric, electrostrictive or magnetostrictive material, commonly referred to as electro-active devices.
- Another type of actuation arrangement which has been proposed uses SMA material as an actuator.
- the SMA actuator is arranged on heating to drive movement of the camera lens element. Actuation may be achieved by control of the temperature of the SMA actuator over an active temperature range in which the SMA actuator changes between martensite and austenite phases in which the stress and strain of the SMA actuator changes.
- the SMA actuator At low temperatures the SMA actuator is in the martensite phase, whereas at high temperatures the SMA actuator transforms into the austenite phase which induces a deformation causing the SMA actuator to contract.
- the temperature of the SMA actuator may be changed by selectively passing a drive current through the SMA actuator to heat it causing the phase change.
- the phase change occurs over a range of temperature due to the statistical spread of transition temperature in the SMA crystal structure.
- the SMA actuator is arranged so that the contraction drives movement of the movable element.
- the present invention is concerned with the control of such an SMA actuation arrangement, and in particular with the need to provide for precision control of position. In general terms this is not straightforward due to the inherent physical properties of SMA material.
- Position is controlled by varying the temperature of the SMA material and the temperature may be controlled by supplying drive current through the SMA actuator.
- drive current through the SMA actuator.
- position and drive current there is not a simple relationship between position and drive current.
- the relationship between temperature and position is non-linear and also hysteretic, following different curves during heating and cooling.
- the relationship between the drive current and the temperature of the SMA actuator is complicated, this depending on the history of the heating and an the amount of cooling which is itself strongly dependent on the ambient temperature. As a result, in practice the control of the SMA actuator is complicated.
- the first aspect of the present invention is concerned with determining the ambient temperature of an SMA actuation arrangement
- a method of determining the ambient temperature of an SMA actuation arrangement comprising an SMA actuator arranged on contraction caused by heating to drive movement of a movable element relative to a support structure, the method comprising: supplying drive current through the SMA actuator; detecting a measure of the resistance of the SMA actuator, the drive current being controlled on the basis of the measure of the resistance of the SMA actuator; deriving a measure of an electrical characteristic of the SMA actuator that is representative of ambient temperature.
- a control system for an SMA actuation arrangement implementing a corresponding method.
- This aspect of the present invention is based on the appreciation that when the drive current is controlled on the basis of a measure of the resistance of the SMA actuator, various electrical characteristics of the SMA actuator are representative of ambient temperature. Thus a measure of such an electrical characteristic of the SMA actuator is derived as a measure representative of ambient temperature. The measure of said electrical characteristic of the SMA actuator may be taken into account when controlling the drive current. This may be applied to many different control techniques for controlling the drive current, including closed-loop control and open-loop control. In closed-loop control, the power of the drive current supplied by the current source is controlled on the basis of an error between the measure of the resistance of the SMA actuator detected by the detector circuit and a target value for the resistance of the SMA actuator.
- the measure of said electrical characteristic of the SMA actuator may be used as the basis for an offset in the control loop as described further below.
- the power of the drive current supplied by the current source is itself controlled to a target value.
- the measure of said electrical characteristic of the SMA actuator may be used to determine the target value needed for a given position which is highly dependent on ambient temperature.
- a first possible measure of said electrical characteristic of the SMA actuator, applied when the drive current is applied initially to the SMA actuator in an unheated state to cause the resistance of the SMA actuator to rise to a local maximum resistance, is the difference between the resistance of the SMA actuator in the unheated state when the drive current is initially applied and the maximum resistance of the SMA actuator.
- a second possible measure of said electrical characteristic of the SMA actuator is the power of the drive current required to hold the resistance of the SMA actuator at a predetermined level relative to the maximum resistance and/or minimum resistance of the SMA actuator.
- the second aspect of the present invention is concerned with closed-loop control of an
- a measure of the resistance of the SMA actuator is used as the feedback signal.
- a closed-loop control signal for controlling the power of the drive current is generated on the basis of an error between the measure of the resistance of the SMA actuator detected by the detector circuit and a target value for the resistance of the SMA actuator.
- a method of controlling an SMA actuation arrangement comprising an SMA actuator arranged on contraction caused by heating to drive movement of a movable element relative to a support structure, the method comprising: supplying drive current through the SMA actuator to heat the SMA actuator; detecting a measure of the resistance of the SMA actuator, generating a closed-loop control signal for controlling the power of the drive current supplied by the current source on the basis of an erro ⁇ between the measure of the resistance of the SMA actuator detected by the detector circuit and a target value for the resistance of the SMA actuator, adding an offset to the control signal which reduces the steady-state value of said error, the power of the drive current supplied by the current source being controlled in accordance with the control signal having the offset added thereto.
- the second aspect of the present invention reduces the problem of a steady-state error between the achieved stable resistance and the target resistance by adding an offset to the control signal supplied to the current source.
- Such an offset correspondingly offsets the power of the drive current, thereby allowing the steady-state error to be reduced, or even eliminated in the ideal case that the offset increases the power of the drive current by an amount equal to the cooling losses.
- the offset may have a value which is dependent on a measure of the ambient temperature.
- This is advantageous because the steady-state error is dependent on the ambient temperature, because the steady-state error produces a drive current which provides a power equal to the cooling losses, i.e. the power required to hold the steady-state reduces with increasing ambient temperatures.
- variation of the offset with ambient temperature allows the offset to better match the steady-state error over a range of operating ambient temperatures.
- any measure of ambient temperature could be used, but advantageously this is the power of the drive current required to hold the resistance of the SMA actuator at a predetermined level relative to the maximum resistance and/or minimum resistance of the SMA actuator.
- the SMA actuator has a property that resistance varies with length along a curve on which the resistance decreases from a local maximum resistance to a local minimum resistance during contraction.
- This measure of ambient temperature is closely related to the required offset because it is the power required to hold the steady state at the predetermined level of resistance. Accordingly, this measure of ambient temperature allows the power offset to be accurately calculated, with minimal extra calculations needed.
- the offset may also have a value which is dependent on the degree of contraction of the
- the offset may have a fixed value, for example based on typical steady-state errors for manufactured SMA apparatuses. In this case, the steady-state error may still be reduced, although perhaps less precisely.
- One possibility for providing precision control of an SMA actuator arrangement is to generate the control signal supplied to the current source supplying a drive current through the SMA actuator under closed-loop control on the basis of the measure of the resistance of the SMA actuator. Such closed-loop control allows accurate control of position because the resistance of the SMA actuator varies with the length of the SMA actuator in a predictable manner.
- use of resistance has significant advantages over use of a sensor to detect the actual physical position of the movable element, including accuracy and being straightforward and compact to implement, simply by providing additional electronic components supplementing the elements needed to provide the drive current which heats the SMA actuator.
- closed-loop control in practice limits the control to a part of the maximum range of movement available from contraction of the SMA actuator.
- SMA material has a property that as the SMA material contracts on heating, its resistance varies with length along a curve on which the resistance initially increases to a local maximum resistance, then decreases from that local maximum resistance to a local minimum resistance and then increases from that local minimum resistance.
- a region between the local maximum and minimum resistances is highly linear and as a result closed-loop using resistance feedback is typically applied in this region.
- closed-loop control becomes impractical close to local maximum and minimum resistances because the position-resistance gain approaches infinity. In practice, therefore limits are set to the closed-loop region that are offset from the local maximum and minimum resistances.
- a method of controlling an SMA actuation arrangement comprising an SMA actuator arranged on contraction caused by heating to drive movement of a movable element relative to a support structure, and a current source arranged to supply a drive current through the SMA actuator in accordance with a control signal supplied thereto, the method comprising: supplying a control signal to the current source to provide a drive current selected to move the movable element to a predetermined position, the control signal being generated under open- loop control taking into account the electrical characteristics of the SMA actuator measured during a calibration stage, the calibration stage comprising supplying a control signal to the current source to vary the temperature of the SMA actuator whilst detecting a measure of the resistance of the SMA actuator, and simultaneously measuring the electrical characteristics of the SMA actuator.
- a control system for an SMA actuation arrangement implementing a corresponding method.
- the third aspect of the present invention applies open-loop control.
- a control signal is generated under open-loop control to provide a drive current selected to move the movable element to a predetermined position.
- open-loop control is feasible by taking account of electrical characteristics of the SMA actuator measured during a calibration stage whilst detecting a measure of the resistance of the SMA actuator. This effectively allows the open-loop control to be scaled on the basis of the measured electrical characteristics.
- open-loop control As the electrical characteristics are measured whilst detecting resistance, optionally under closed-loop control, this allows the open-loop control to be adapted to variations in the ambient conditions and manufacturing tolerances, thereby allowing control with sufficient precision in open-loop conditions.
- Fig. 1 is a schematic cross-sectional view of a camera incorporating an SMA actuation arrangement
- Fig. 2 is a schematic diagram of the overall control arrangement of the camera
- Fig. 3 is a graph of the resistance-length property of SMA during contraction
- Fig. 4 is a diagram of the control circuit
- Figs. 5 and 6 are diagrams of two possible circuit implementations for the control circuit
- Fig. 7 is a schematic diagram of the closed-loop control implemented by the control unit of the control circuit
- Fig. 8 is a flow chart of the overall operation of the control unit when applying open-loop control
- Fig. 9 is a flow chart of the open-loop control implemented by the control unit.
- Fig. 10 is a graph of curves represented by parameters of an SMA model
- Fig. 11 is flow chart illustrating a modification to the flow chart of Fig. 9;
- Fig. 12 is a graph of temperature response of the SMA actuator to a step change in power
- Fig. 13 is a flow chart illustrating the operation of the control unit in a mixed mode.
- the camera 1 is to be incorporated in a portable electronic device such as a mobile telephone, media player or portable digital assistant.
- the camera 1 is shown schematically in Fig. 1.
- the camera 1 comprises a support structure 2 which has a base portion 3 on which there is mounted an image sensor 4 which may be CCD (charge-coupled device) or a CMOS (complimentary metal-oxide-semiconductor) device.
- the support structure 2 further comprises an annular wall 5 protruding from the front side of the base 3 on which the image sensor 4 is mounted.
- the support structure 2 may be made of plastic.
- the camera 1 further comprises a lens element 6 which holds a lens system 7 consisting of one or more lenses 8.
- the lens system 7 is shown in Fig. 1 as consisting of two lenses 8 but in general there may be a single lens 8 or plural lenses 8 as needed to provide the desired balance of optical performance and low cost.
- the lens element 6 has a two-part construction comprising a lens carrier 20 and a lens holder 21 mounted inside the lens carrier 20 on an internal screw thread 22 formed inside the lens carrier 20.
- the camera 1 is a miniature camera with the lenses 8 of the lens system 7 typically having a diameter of at most 10mm.
- the lens element 6 is arranged with the optical axis O of the lens system 7 perpendicular to the image sensor 4. In this manner, the lens system 7 focuses light onto the image sensor 4.
- the lens element 6 is suspended on the support structure 2 by a suspension system 9 consisting of two suspension elements 10 connected between the annular wall 5 of the support structure 2 and the lens element 6.
- Each suspension element 10 comprises flexures 13 which each are coupled at opposite ends to the lens element 6 and the annular wall 5 of the support structure 2.
- the suspension system 9 guides movement of the lens element 6 along the optical axis O. Such movement of the lens element 6 changes the focus of the image formed on the image sensor 4.
- the camera 1 comprises an SMA actuator 30 which comprises plural lengths of SMA wire 31.
- the SMA actuator 30 may be made of any suitable SMA material, for example Nitinol or another Titanium-alloy SMA material.
- SMA material has the property that on heating it undergoes a solid-state phase change which causes the SMA material to contract. At low temperatures the SMA material enters the Martensite phase. At high temperatures the SMA enters the Austenite phase which induces a deformation causing the SMA material to contract. The phase change occurs over a range of temperature due to the statistical spread of transition temperature in the SMA crystal structure. Thus heating of the lengths of SMA wire 31 causes them to decrease in length.
- the force applied by the SMA actuator 30 deflects the flexures 13 of the suspension system 10 which thereby generate a biassing force in the opposite direction along the optical axis O.
- the suspension system 9 provides the function of acting as a passive biassing arrangement for the SMA actuator 30, as well as the function of suspending and guiding movement of the camera lens element 6.
- the lens element 6 In the unheated state of the SMA actuator 30, the lens element 6 is in its closest position to the image sensor 4 within its range of movement.
- the camera 1 is designed so that this position corresponds to far-field or hyperfocal focus, which is the most common setting for the camera 1, particularly if an auto-focus function is provided.
- the SMA actuator 30 drives movement of the lens element 6 away from the image sensor 4.
- the lens element 6 moves over a range of movement as the temperature of the SMA actuator 30 increases over the range of temperature in which the transition of the SMA material from the Martensite phase to the Austenite.
- the position of the lens element 6 relative to the support structure 2 along the optical axis O may be controlled by control of the temperature of the SMA actuator 30.
- heating of the SMA actuator 30 is provided by passing a current therethrough which provides resistive heating. Cooling is provided by ceasing the current and allowing the SMA actuator 30 to cool by conduction to its surroundings.
- the current is supplied by a control circuit 50 which is described further below.
- the camera 1 may have the detailed construction of any of the cameras described and shown in WO-2007/113478; WO-2008/099156; or WO-2008/099155 which are incorporated herein by reference.
- the camera 1 may include a separate biassing element in addition to the suspension system, for example having the detailed construction described and shown in co-owned International Patent Application No. PCT/GB08/003657 which is incorporated herein by reference.
- PCT/GB08/003657 which is incorporated herein by reference.
- none of these detailed constructions are essential and in general the present invention may be applied to an SMA actuation apparatus for any kind of movable object requiring precision control, without limitation to cameras.
- control circuit 50 A schematic view of the overall control arrangement is shown in Fig. 2.
- the control circuit 50 is connected to the SMA actuator 30 and applies a current thereto to control the temperature of the SMA actuator 30 which moves the lens element 6 and changes the focus of the image formed on the image sensor 4.
- the output of the image sensor 4 is supplied to the control circuit 50 to be processed for determination of a measure of the quality of focus.
- the control circuit 50 controls the degree of heating of the SMA actuator 30 by varying the power of the current flowing therethrough in response to the resistance of the SMA actuator 30 which is used as a measure of the position of the lens element 6.
- Other measures of position such as the temperature measured by a temperature sensor or a direct measure of the position of the lens element 6 output by a position sensor could be used, but a resistance sensor is advantageous because it does not increase the package size of the camera due to being implemented merely by additional components in the control circuit 50.
- the physical phenomena behind the use of resistance are as follows. On heating of the SMA, there is an increase of resistivity with temperature as for most materials. This occurs inside and outside the range of temperature over which the phase-change occurs (the phase transition range) and hence over which the SMA contracts.
- the Austenite phase has a higher resistivity than the Martensite phase which tends to increase resistance with temperature.
- an opposing effect is that the change of geometry, involving a reduced length and increased cross-sectional area, tends to reduce resistance with temperature. This opposing effect is significantly greater than the other effects.
- SMA material has a property that resistance varies with length during heating and contraction along a curve of the form shown in Fig. 3 which is a graph of resistance of an SMA actuator against its length, corresponding to the position x of the lens element 6, the length increasing as the SMA material contracts corresponding to increasing temperature.
- Fig. 3 is a graph of resistance of an SMA actuator against its length, corresponding to the position x of the lens element 6, the length increasing as the SMA material contracts corresponding to increasing temperature.
- the lens element 6 moves across a positional range ⁇ x due to the contraction of the SMA.
- the resistance rises across a small initial part of the positional range ⁇ x to a local maximum 60 having a resistance value Rmax.
- the resistance falls across the major part of the positional range ⁇ x to a local minimum 61 having a resistance value Rmin, whereafter the resistance rises across a final part of the positional range ⁇ x.
- the control circuit 50 uses pulse-width modulation (PWM).
- PWM pulse-width modulation
- the control circuit 50 applies a pulse-width modulated current pulses (which may be of constant current or constant voltage) and varies the duty cycle in order to vary the power of the current applied and hence the heating.
- PWM pulse-width modulated current pulses
- Use of PWM provides the advantage that the amount of power supplied may be accurately controlled with a fine resolution. This method provides a high signal-to-noise ratio, even at low drive power.
- the PWM may be implemented using known PWM techniques.
- the control circuit 50 will continually supply a pulse of current, for example with a duty cycle varying in the range from 5% to 95%.
- the average power in the SMA actuator 30 is low and so the SMA actuator 30 cools even though some current is being supplied. Conversely, when the duty cycle is at a high value in the range, the SMA actuator 30 heats.
- the resistance is measured during the current pulse, for example after a short, predetermined delay from the start of the pulse.
- the resistance varies with position in the manner shown in Fig. 3 in a manner which is consistent from sample to sample and in successive heating cycles. However, during cooling the resistance changes along a curve which is different but of similar form.
- the control circuit 50 is shown in Fig. 4 and includes the following components.
- the control circuit 50 includes a drive circuit 53 which is connected to supply current to the SMA actuator 30.
- the drive circuit 53 may be a constant-voltage current source or a constant-current current source.
- the constant current might be of the order of 12OmA.
- the control circuit 50 further includes a detection circuit 54 arranged to detect the resistance of the SMA actuator 30.
- the detection circuit 54 may be a voltage detection circuit operable to detect the voltage across the SMA actuator 30 which is a measure of the resistance of the SMA actuator 30.
- the detection circuit 54 may be a current detection circuit.
- the detection circuit 54 may comprise a voltage detection circuit and a current detection circuit operable to detect the voltage and current across the SMA actuator and to derive a measure of resistance as the ratio thereof.
- the first circuit implementation of Fig. 5 is cheap but has limited performance.
- the drive circuit 53 is a constant-current current source implemented using a simple arrangement of bipolar transistors 120.
- the voltage detector circuit 54 is formed as a simple bridge arrangement of a pair of diodes 121 and a resistor 122.
- the second circuit implementation of Fig. 6 is more accurate but is more expensive.
- the drive circuit 53 is a constant-current current source implemented by a MOSFET transistor 123 controlled by an operational amplifier 124.
- the detection circuit 125 is implemented by a bridge arrangement of two resistors 125, the output of which is amplified by an operational amplifier 126.
- the operational amplifier 126 allows the A/D converter of the control unit 52 (described below) to make use of its full dynamic range.
- the control circuit 50 further includes a control unit 52 which is operative to generate a control signal which is supplied to the drive circuit 53 to cause the drive circuit to supply a PWM drive current.
- the control unit 52 varies the power of the drive current by varying the duty cycle of the PWM drive current.
- the control unit 52 is implemented by a microprocessor running an appropriate program. The control unit 52 effects control based on the properties of the SMA material of the SMA actuator 50 as will now be described.
- control unit 52 may provide closed-loop control or open-loop control.
- closed-loop control the control unit 52 receives the resistance measured by the detection circuit 54 and varies the power of the drive current in response thereto, using the measured resistance of the SMA actuator 30 as a feedback signal to drive the measured resistance to a target value for the resistance of the SMA actuator 30.
- the control unit 52 varies the power of the drive current based on an error between the measured resistance and the target value.
- the control unit 52 may implement a number of control algorithms to vary the power of the drive current.
- One possibility is proportional control in which the power is varied by an amount proportional to the difference between the detected resistance and the target resistance.
- Fig. 7 shows the control circuit 50 schematically illustrating the closed-loop control loop implemented in the control unit 52.
- the closed-loop control drives the measured resistance R M of the SMA actuator 30 measured by the detection circuit 54 to a target value R ⁇ .
- a subtracter 70 is supplied with the measured resistance R M and the target value R ⁇ and derives the error E therebetween which is supplied to a controller 71.
- the controller 71 derives a power control signal P from the error E which is representative of the power to be supplied to the SMA actuator 30.
- the power control signal P is selected to drive the measured resistance R M to the target value R ⁇ .
- the controller 71 may implement a number of closed-loop control algorithms to vary the power of the drive current.
- proportional control in which the power is varied by an amount proportional to the error E.
- Other possibilities include proportional-integral and proportional-integral-derivative control, also taking into account the integral and/or derivative of the error E. If integral control is applied, the integrator must be very carefully tuned to the system.
- the integration is too quick, it will increase the tendency of the system to overshoot, and may indeed cause self-sustaining oscillation away from the mechanical resonance of the system. If the integration is too slow, then it will take a very long time to settle resulting in drift during operation. In practice, this may make it desirable to avoid integral control or to apply integral control over a relatively narrow bandwidth which does not extend to DC.
- the power control signal P is supplied to an adder 72 which adds an offset A to the power control signal P.
- the offset A is selected to reduce the steady-state value of the error E, as discussed further below.
- the output of the adder 72 is supplied to a PWM generator 73 which generates a PWM control signal C which is PWM-modulated in accordance with the value of the power control signal P having the offset A added thereto.
- the PWM control signal C is supplied to the drive circuit 53 which supplies the drive current to the SMA actuator 30 in accordance therewith.
- the offset A reduces the steady-state value of the error E which would otherwise exist.
- proportional control as the gain of the closed-loop control loop is finite, such an error is present to produce a drive current applying a power equal to the cooling losses.
- Such a steady-state error can be reduced by increasing the gain, but there is a practical limitation that a high gain may cause resonance of the control loop and hence loss of control, oscillation, and significant overshoot on step movements. In view of this, in practice a relatively low gain is selected and so a significant steady-state error persists.
- the offset A is selected to offset the power of the drive current, thereby allowing the steady-state error to be reduced, or even eliminated in the ideal case that the offset increases the power of the drive current by an amount equal to the cooling losses.
- the offset A is selected by the control unit 52.
- the offset A may have a fixed value, for example based on typical steady-state errors for manufactured SMA apparatuses.
- the offset A may have a value which is varied dependant on any of the following parameters.
- the offset A may have a value which is dependent on a measure of the ambient temperature. This is advantageous because the steady-state error is dependent on the ambient temperature, because the steady-state error produces a drive current which provides a power equal to the cooling losses, i.e. the power required to hold the steady-state reduces with increasing ambient temperatures. Thus variation of the offset with ambient temperature allows the offset to
- the measure of the ambient temperature may be derived from a temperature sensor, or may be derived from an electrical characteristic of the SMA actuator 30 during operation, as described further below, for example the power of the drive current required to hold the resistance of the SMA actuator 30 at a predetermined level relative to the local maximum and/or minimum resistance of the SMA actuator
- the offset A may have a value which is dependent on the degree of contraction of the SMA 0 actuator 30 and/or which is dependent on whether the SMA actuator 30 is being heated or is cooling. Although at the expense of increasing the required processing power, this provides added accuracy because the steady-state error and hence the required power offset varies over the displacement range with the varying temperature of the SMA actuator and varies between heating and cooling due to hysteresis. 5 Closed-loop control based on a measure of resistance allows for accurate control of position. The stability of the feedback control is maintained by the inherent proportional-integral action of the SMA actuator 30 itself during heating. The overall feedback response is dominated by the response of the whole of the heating of the SMA actuator 30. Clearly, the electrical power required to drive the SMA actuator 30 through its phase transition temperature, and hold a
- Such closed-loop control may be used to drive movement of the movable element 6 across
- the reversible phase change of SMA material occurs over a temperature range that is dependent on the mechanical stresses therein, but might typically be between 10 0 C and 60 0 C.
- the phase change from Martensite to Austenite on heating typically occurs at a temperature approximately 10 0 C to 30 0 C hotter than the phase change from Austenite to Martensite on cooling (again dependent on the mechanical stresses).
- the electro-mechanical coupling of the SMA material accounts for the temperature dependence on the mechanical stresses.
- phase transition temperatures also increase. Thus to allow operation at higher temperatures, it is necessary to increase the phase transition temperatures by operating at higher stresses, much closer to the stress limits of the chosen material.
- increasing the mechanical stress applied to the SMA actuator 30 increases the limitation of the range of movement discussed above. In particular, there is more possible movement which could be achieved, particularly beyond the local minimum 61.
- Open-loop control has the benefit of allowing movement outside the limited range of movement achievable by closed-loop control, and will now be discussed in detail.
- the control unit 52 varies the power of the drive current to drive the
- the control unit 52 uses an SMA model that relates the temperature of the SMA actuator 30 to the position of the movable element 6 and a thermal model that relates the power of the drive current to the temperature of the SMA actuator.
- a problem with using such open-loop models is the high degree of variation, for example with ambient temperature and with the individual camera 1 due to manufacturing tolerances and aging processes.
- the control unit 52 deals with this problem by measuring electrical characteristics of the SMA actuator 30 whilst operating under closed-loop control and then taking such electrical characteristics into account when subsequently operating under open-loop control. Due to the inherent accuracy of closed-loop control, this approach allows the parameters of the open-loop control to be accurately determined and set, effectively allowing the open-loop control to take advantage of the accuracy of the closed-loop control.
- Fig. 8 illustrates the operation of the control unit 52 which may be applied to achieve this.
- step S2 The operation starts when power is applied (step Sl). Thereafter, in a calibration stage (step S2) the control unit 52 generates control signals for supply to the SMA actuator 30 to vary the temperature of the SMA actuator 30 to cause contraction thereof. This may be performed under closed-loop control as described above. However this is not essential as the control signals may instead simply increase the power of the drive current over time in open-loop.
- step S2 the SMA actuator 30 is heated over the positional range ⁇ x and electrical characteristics of the SMA actuator 30 are detected and stored.
- step S3 the control unit 52 generates control signals for supply to the SMA actuator 30 under open-loop control, as described below.
- the electrical characteristics measured during the calibration stage (step S2) may be updated during the operation stage (step 3).
- various electrical characteristics may be used, such as values of resistance at predetermined levels with respect to the local maximum resistance and/or the local minimum resistance, or values of the power of the drive current required to hold the resistance at predetermined levels with respect to the local maximum resistance and/or the local minimum resistance.
- One key factor is ambient temperature, because the power required to achieve a given position is highly dependent on the ambient temperature. Therefore the measured electrical characteristics may include an electrical characteristic of the SMA actuator that is representative of ambient temperature. Various such electrical characteristics may be used.
- a first possible electrical characteristic of the SMA actuator 30 that is representative of ambient temperature is the difference ⁇ R between the resistance Rinit of the SMA actuator 30 in the unheated state when the drive current is initially applied and the resistance value Rmax of the local maximum 60, as shown in Fig. 3. This is measured in the calibration stage (step S2) when the drive current is applied initially to the SMA actuator 30 in an unheated state to cause the resistance of the SMA actuator 30 to rise to the local maximum 60.
- This measure may be understood from the fact that the temperature of the SMA actuator 30 that corresponds to the local maximum 60 is sufficiently invariant with different manufactured apparatuses and over typical ambient temperature ranges to form a useful benchmark.
- the resistance Rinit of the SMA actuator 30 when the drive current is applied initially to. the SMA actuator 30 in an unheated state is much more dependent on the ambient temperature.
- the difference ⁇ R between this resistance Rinit and the resistance Rmax of the local maximum 60 correlates well to ambient temperature. In general terms, for decreasing ambient temperatures, the initial resistance Rinit will decrease and so the difference ⁇ R will increase.
- the resistivity of SMA material changes by approximately +0.1% per 0 C in the absence of any phase change.
- the resistance therefore changes by around 27m ⁇ per 0 C.
- Phase transition occurs sufficiently to cause the SMA actuator 30 to reach the local maximum 60 when the temperature of the SMA actuator 30 reaches, say, 80 0 C (regardless of ambient temperature).
- the position-resistance gradient will be very low by this point (because phase transition does not happen instantaneously), therefore the reference temperature may need to be determined empirically.
- a second possible electrical characteristic of the SMA actuator 30 that is representative of ambient temperature is the power of the drive current required to hold the resistance of the SMA actuator at a predetermined level relative to the resistance Rmax of the local maximum 60 and/or resistance Rmin of the local minimum 61 of the SMA actuator 30.
- this may be the power required to hold the resistance at the mid-point between the resistance Rmax of the local maximum 60 and resistance Rmin of the local minimum 61.
- Such use of the mid-point is robust as the temperature is better defined because the phase change is very sensitive to temperature away from the limits of the phase change.
- This second measure uses the fact that the steady state power required to maintain the resistance of the SMA actuator 30 at a given value is highly dependent on the ambient temperature, because the heat losses from SMA actuator 30 are themselves dependent on ambient temperature. Thus the measured steady state power therefore correlates well with ambient temperature.
- the resistance of the SMA actuator 30 and hence the measured power does have some dependence on the geometry of the SMA actuator 30 and surrounding components of the camera 1, and so the second measure will vary between different manufactured cameras 1 and is less good as an absolute measure of ambient temperature than the first measure.
- the second measure is particularly useful for some applications when the control of the drive current needs to utilise a power measurement, for example to derive the offset A described above.
- Fig. 9 is a flow chart of the open-loop control implemented in the control unit 52 which will now be described.
- control unit 52 receives the position x as input data 80 and derives the power P of the drive current to be supplied to the actuator as data 82. To achieve this the control unit 52 performs the following operations.
- step Sl 1 a target temperature Tt as data 81 is derived from the position x using an SMA model that relates the temperature of the SMA actuator 30 to the position of the movable element 6.
- the power P of the drive current is derived from the target temperature Tt using a thermal model that relates the power of the drive current to the temperature of the SMA actuator 30, as follows.
- step S 12 the power P of the drive current is derived from the target temperature Tt and an estimate Te of the instantaneous value of the temperature of the SMA actuator 30 being data 83.
- This power P may be proportional to the error between the target temperature Tt and the estimate Te.
- P G(Tt-Te) where G is the is the proportional gain of the open-loop control being an empirically tuned value (typically providing the best dynamic response without exciting resonances) which is normally set relatively high to ensure good dynamic response and low steady-state error.
- this gain G is set to 13mW/°C.
- step S 13 the estimate Te of the instantaneous value of the temperature of the SMA actuator 30 is derived from the calculated power P of the drive current using a thermal model that relates the power of the drive current to the temperature of the SMA actuator 30.
- the thermal model takes account of the ambient temperature Ta of the camera 1 as data 84, which may be derived as described above, and maintains an estimate Te of the instantaneous value of the temperature of the SMA actuator 30.
- the control unit 52 makes use of a virtual variable between input position x and the output power P, namely the temperature Te of the SMA actuator. This is not necessary but has advantages in terms of code complexity and model characterisation.
- the control unit 52 keeps track of the estimated temperature Te of the SMA actuator. This is intuitively useful because in reality it is the temperature of the SMA actuator 30 (and its temperature history) that determines the relative proportions of the Martensite and Austenite phases and hence the position of the SMA actuator 30. However, there is no specific temperature sensor in the system, so changes in temperature are calculated.
- step S 14 there is generated from the power P a PWM control signal which is PWM- modulated in accordance with the power P.
- the SMA model used in step S 11 will now be described.
- the SMA model comprises parameters that represent a curve or curves relating tiie temperature of the SMA actuator 30 to the position of the movable element 6.
- An example is shown in Fig. 10 which is a graph of two suitable curves 90, 91 of temperature T against position x represented by the parameters.
- the first curve 90 representing the relationship during heating and the second curve 91 representing the relationship during cooling.
- the first curve 90 is at higher temperatures than the second curve 91 and in the central region of interest, which corresponds to the majority of the phase change and contraction, there is approximately a constant temperature hysteresis between the two curves 90, 91.
- the parameters represent each curve 90, 91 as a series of plural linear segments 93, in particular eight segments 93 in this example.
- parameters representing the curves 90, 91 There are many possibilities for defining and storing parameters representing the curves 90, 91.
- One option is to store temperature values of each line segment node 94 and then also store the gradients of each segment 93, requiring storage of thirty-two parameters in this particular example.
- An alternative is to assume the position that each node 94 corresponds to a predetermined change in temperature T as shown by the dotted lines in Fig. 10 (or a predetermined change in position x), in which case only the gradients need to be stored, requiring storage of sixteen parameters in this particular example.
- step 11 the control unit 52 simply derives the target temperature T corresponding to the position x on the curves 90, 91. Separate curves 90 and 91 are provided in respect of heating or cooling of the SMA actuator 30 to take account of hysteresis. The appropriate curve 90 or 91 is selected in step Sl 1 on the basis of whether the temperature of the SMA actuator 30 is being increased or decreased, that is by comparing the target temperature Tt and the estimate Te of the instantaneous value of the temperature of the SMA actuator 30.
- step 5 SI l when there is a change between heating and cooling of the SMA actuator 30 requiring switching between the curves away from the ends of travel, this is when moving around minor hysteresis loops.
- One simple approach is to assume that movement only occurs in the heating direction when on the curve 90 and in the cooling direction when on the curve 91, in which case it is assumed that no movement (change in position x) occurs for changes in temperature between
- the parameters of the SMA model may have fixed values which are typical of the design of the camera 1 or are measured during manufacture and stored in the control unit 52 and may be determined through experimentation and characterisation.
- the SMA model may be adjusted and scaled along both the temperature axis and the position axis based on electrical characteristics measured during the calibration stage (step 2).
- the thermal model described below provides the best method for translating the measured power to hold a resistance into the estimate of the temperature of the SMA actuator 30. Therefore translating the power measurements to temperature co-ordinates is straightforward.
- An alternative adjustment algorithm is to consider the change in resistance in moving from the limit of the linear resistance region near the local maximum 60 and the local minimum 61 as a percentage of the resistance Rmax at the local maximum 60. This is similar to the definition of mechanical strain, except 'resistance' and 'change in resistance' replace 'length' and 'change in length'. Therefore, this measure correlates to the change in strain of the SMA actuator 30 and hence is a measure of the change in position, which can be used to adjust the resistance versus position gain for specific actuator modules. Resistances other than those at the limits may also be used. Therefore, these algorithms allow the power and resistance measurements taken to be used to scale the temperature versus position characteristic. In terms of the specific resistance and power measurements taken as part of the algorithm to scale the SMA model, there are three practical difficulties in measuring the limits to the closed- loop resistance region on the heating and cooling curves as described for the basic approach above.
- the first difficulty is measuring the limit near the local minimum 61 on cooling. It is difficult to find this position on cooling and measure the holding power. This is because the SMA actuator 30 is cooling down through the local minimum 61, and since this minimum is shallow, the algorithm can typically only detect the limit after it had cooled past it, making the power measurement invalid.
- the second difficulty is associated with the measurements at the limit near the local maximum 60.
- the local maximum 60 occurs when the mechanism is still on the mechanical end-stop.
- the stress in the SMA actuator 30 is indeterminate, and hence so are the transition temperatures. Therefore the SMA model is not valid when on the end-stop (neither in temperature nor position). Therefore, resistance and power measurements taken when on the end-stop are not appropriately valid for scaling the temperature-position model. Therefore, it is dangerous to use the limit near the local maximum 60 for scaling the temperature-position model.
- the third difficulty is associated with the time for the calibration stage (step 2).
- the calibration stage (step 2) can be happening whilst the image sensor boots up. If the calibration stage (step 2) takes less time than the image sensor boot up, it does not limit performance. However, longer calibration stage (step 2) times will limit performance.
- Each time a measurement is done to assess the steady state power to maintain a resistance this takes time, as the system needs to stabilise.
- the image sensor boot up time is of the order of 200ms, although this varies from sensor to sensor. Therefore, it is desirable to limit the number of reference points to scale the temperature-position model to three, as this is the minimum required to scale the heating curve, and then scale the cooling curve from the heating curve.
- a relative gradient ( ⁇ m movement per 0 C) is assigned.
- Two segments 93 are selected to represent the region between Rmin and Rmid-heat. By symmetry, this means that roughly four segments 93 are used to represent portion of the response that can be controlled closed-loop, two segments 93 to represent the area below Rmax and two segments 93 to represent the area above Rmin. Assuming all segments 93 cover the same change in temperature (eg 12°C for 5 a nominal device), in a typical model, the eight segments 93 have the following gains (°C/ ⁇ m): 0.8625, 0.575, 0.4313, 0.23, 0.115, 0.23, 0.4313, 0.575.
- TRmin-heat 50% of the way through segment 5. Therefore, the target point is 79% of one zone size away from the reference point.
- TRmin at 110 0 C and TRmid-heat at 90°C i.e. a temperature difference of 20 0 C, compared with a nominal of 24°C, giving us 10 0 C per segment, rather than the 12°C nominal. This implies that we would set the model target temperature to
- the default model describes 320 ⁇ m of movement. If a request is produced to heat to a displacement of 350 ⁇ m, then extrapolation is used from the last described position. That is, the first 7 segments produce describe a movement of 299 ⁇ m, therefore the request is to extract 51 ⁇ m from the final segment.
- the final segment has a nominal gain of 0.575°C/ ⁇ m. This needs to be
- the gain of the final segment becomes 0.479°C/ ⁇ m (0.575 0 C x 10°C/12°C). This implies that we need to set the demand to 24.4°C past the boundary of the final segment. This is 244% of the zone size. Again the reference point is 50% of the way through segment 5, therefore the target point is 494% of one zone above the reference point. This gives us a target model temperature of 139.4°C
- This equation represents the physical phenomenon that the rate of change of temperature of the SMA actuator 30 is proportional to applied power and also proportional to the heat losses to the environment, which is determined by the temperature difference between the SMA actuator 30 and the environment.
- This differential equation model is used to keep track of the estimated SMA actuator 30 temperature as electrical power is applied.
- SMA actuator 30 is taken to be the ambient temperature Ta derived as described above, whereby the thermal model takes account of the ambient temperature Ta.
- the act of using and heating the SMA actuator 30 will heat up the environment around the SMA actuator 30, and indeed over time more of the SMA actuator 30 near the SMA mounting points will become active as thermal losses from these regions consequently reduce. This affects the heat losses from the SMA actuator 30.
- the heating up of the environment is governed by at least one time constant, which is considerably longer than the time constant for heat up the SMA actuator 30 itself. Therefore the accuracy of the open-loop control may be improved by adapting the thermal model used in step S13 as shown in Fig. 11 to model this extra thermal creep using a two order model.
- step S13 is adapted to consist of two steps each using a two order model of the thermal model.
- step S131 the estimated value Te of the instantaneous temperature of the SMA actuator 30 as data 83 is updated in accordance with the equation previously set out for step S13 which represents the first order of the thermal model.
- the assumed temperature Tenv of the environment around the SMA actuator 30 is taken to be the estimate Tenv of the temperature of the environment around the SMA actuator 30 instead of the ambient temperature Ta.
- the thermal model thus takes account of the ambient temperature Ta as data 84.
- the second order model has an identical form to the first order model to aid algorithm complexity and development.
- clearly the k3 and k4 values are very different from kl and k2 of the basic model, because the thermal time constants of the environment are much longer than the thermal time constants of the SMA actuator 30.
- One option is to add a third first-order differential equation to add a further environmental temperature variable, and hence add a further thermal time constant to the thermal model.
- the thermal model can be expanded to arbitrary order. There appears to be appreciable benefit in increasing it to 3rd order (i.e. adding a third first-order differential term). However, as the order becomes higher, it becomes more difficult to separate the effect of the different orders (as described earlier). In this case, a numerical optimisation technique can be useful. This involves choosing a first guess set of coefficients for the thermal model, running a test signal through the actuator, and then adjusting parameters (using a random walk method of coefficient selection).
- the time constants kl to k4 may have fixed values which are typical of the design of the camera or are measured during manufacture and stored in the control unit 52.
- the values of the time constants kl and k2 may be derived from or adjusted by the electrical characteristics measured during the calibration stage (step S2).
- the values of the time constants k3 and k4 could be derived in the same manner but in practice the time constants are so long as to make this undesirable.
- the values of the time constants kl to k4 may be derived as follows. In general terms, once the linear resistance region between the local maximum 60 and local minimum 61 is found, it is possible to apply a step change in power to move between two positions in the linear region (and hence move between two measurable resistances). The time constant to move between the two positions can be measured by monitoring the SMA actuator 30 resistance. This information can be used to determine the ratio of kl and k2 (if done quickly enough to be able to neglect changes in the temperature of the immediate environment around the SMA actuator 30). In addition, it is possible to determine the change in power required to move between two
- SMA actuator 30 resistance values in the linear resistance region between the local maximum 60 and local minimum 61 are known in the art.
- One convenient option is to measure the change in power when moving from the limit near the local maximum 60 to the limit near the local minimum 61 as this can be estimated to correspond to a particular change in the strain of the SMA actuator 30, and hence position.
- the power difference between two other points in the resistance range may be used.
- the change in power can be related to the thermal capacity of the SMA actuator 30 for the specific module being calibrated. So for example if the particular actuator 30 has a larger diameter, the thermal capacity is higher, therefore the power required to heat up the actuator 30 between the two resistances will also be higher. Therefore, in effect, the change in power correlates to the SMA actuator 30 diameter, which in turn correlates to the value of k2.
- Characterisation of actuator modules allows that design of the model that determines effective temperature, based on the SMA actuator 30 temperature and the temperature of the environment around the SMA actuator 30. It is then straightforward to calculate the effective actuator 30 temperature at each time interval, based on the calculations of SMA actuator 30 temperature and environmental temperature.
- a detailed illustration is as follows.
- the model temperature will vary according to a decaying exponential.
- k2 Only constant k2 affects the steady-state power. This can be thought of as setting the gain for the model, ie the scaling of temperature with power.
- k2 influences the dynamic response of the system.
- the system described has a simple first-order roll-off, with a turnover (-3dB) frequency of (klk2).
- the ideal is to match the response of the thermal model to the mechanical response of the camera when in its active region (this is because, in the active region, there is a very linear relationship between temperature, position and resistance).
- the module can be biassed to a certain position in its linear range, and then a step change in power can be applied.
- the system will tend to exponentially converge to a new lens position and resistance, with both of these having the same time constant.
- the time constant can be measured either under laboratory conditions, or on the fly using the resistance signal, and is simply the time taken for 63.2% of the final position or resistance change to occur.
- both kl and k2 can be determined in real-time with the system, but can also be provided from off-line data. Real-time and off-line measurements can be mixed.
- the previous calibration made use of a measure of 'steady state power 1 .
- Measuring steady-state power is relatively simple, even when the system is being driven with a PWM signal (i.e. where the drive current is varying rapidly).
- the PWM demand must be low-pass filtered at a rate which limits the response to the thermal bandwidth of the actuator 30 (in our system, around 4 Hz). This can be achieved using a 1st order IIR filter, or similar structure.
- the first-order thermal model of the SMA actuator 30 temperature can be surrounded by another first order model which approximates the immediate environment temperature. This is an advantage because the temperature of the parts inside the camera module will start to drift as power is dissipated into the module. These parts generally have a very long time constant (e.g. between 1 and 10 seconds), therefore it is broadly impractical to calibrate this in real time, although similar principles apply.
- These powers can be related to temperature by using scaling factor k2 of the inner model.
- the time constant t of the outer model is set by (l/k3.k4).
- the time constant of the outer loop is determined from the time taken for the signal to complete 63.2% of the remaining change once an initial quasi-steady state is reached.
- Fig. 12 shows an example of the resultant dual time-constant response which results from a step change in power.
- the inner loop constants should be set on the basis of the quasi-steady state which is reached at approximately 0.5 seconds.
- the outer loop constants should be set on the basis of the steady state which is reached at 20 seconds.
- the optional second order model is used, then it is normally set up for a much longer time-constant than the first order model. This means that it can be advantageous to use a multi-rate model, where the actuator 30 temperature is updated quickly (every cycle at 1.5kHz), but the environment temperature is updated more slowly (for example, every 256th cycle).
- open-loop control This helps maintain coefficient precision.
- first option being a mixed mode in which open-loop control is applied in combination with closed-loop control and the second option being to use only open-loop control.
- the closed-loop control may be used to drive movement of the movable element 6 across a first range of movement being the linear region within which the length of the SMA actuator is longer than at the local minimum resistance, for example the range ⁇ xl in Fig. 3.
- the open-loop control is used to drive movement of the movable element 6 across a second range of movement within which the length of the SMA actuator is shorter than in the first range of movement, for example the range ⁇ x2 in Fig. 3.
- FIG. 13 An example of the control implemented by the control unit in the mixed mode is shown in Fig. 13.
- step S21 Based on the demanded position x as data 80, in step S21 it is determined whether the demanded position x is in the first range of movement. If so, then the operation proceeds to step S22 where the position demand x is converted to a target resistance Rt in accordance with the equation:
- step S23 closed-loop control of the SMA actuator 31 is provided based on the target resistance Rt as described above.
- step S21 If it is determined in step S21 that the demanded position x is not in the first range of movement, then the operation proceeds to step S23, where open-loop control is performed based on the demanded position as described above.
- step 2 One example of how this may work is in the calibration stage (step 2), during which the SMA actuator 30 is heated up. The resistance is measured at module turn on. On further heating, the resistance Rmax of the local maximum 60 is noted, and from this an upper resistance limit is set a predetermined decrement therebelow. On further heating, the resistance Rmin of the local minimum 61 is noted, and subsequently lower resistance limit is set a predetermined increment thereabove. Subsequently in the operation stage (step 3) operation proceeds in accordance with Fig. 13. Thus if throughout this movement, the SMA actuator 30 remains in the linear closed-loop region, the control is entirely closed-loop. However, if during this movement, the lower resistance limit is reached, then control is transferred to the open-loop algorithm.
- One option is to use the power that is required to hold position at the limit of the closed-loop region near the resistance minimum. Then use the open-loop model of power versus temperature and temperature versus position, along with the closed-loop resistance versus position to estimate the change in power required that corresponds to the error in resistance between the resistance at the closed-loop limit and the target closed-loop resistance. This change in power is then added to the absolute power to hold the limit near the minimum resistance to give the power required for the target position.
- the open-loop models are used to extrapolate from the closed-loop region.
- the parameters setting the open-loop model may be at least in part determined during the specific operational cycle of the move. This means that it is possible to determine or refine estimates for some constants whilst the device is in use. If an extrapolation approach is being used, and control is transitioning from closed to open-loop, then it is normally possible to re-evaluate or refine the power estimate that will be used as a reference for the open-loop section before transitioning to the open-loop controller. This does, however, add extra time, and is therefore not necessarily advantageous.
- all the parameters may be set during the start-up calibration cycle and when a demanded resistance outside the linear region is received, control is transferred to the open-loop model.
- blend algorithms refers to options where the open and closed-loop models are run at the same time and their answers are combined in varying proportion to generate the control signal.
- blend algorithms degrades the linearity on the closed-loop region, whilst adding processing overhead. Therefore the benefits of operating mixed mode are reduced.
- the second option is to carry out all operational movements in step S2 using open-loop control as described above. This removes the problems with monotonicity, although in the middle range of travel, the linearity and repeatability will be worse than with closed-loop control.
- start-up stage (step S2) is used to find the ambient temperature, and set and scale open-loop model parameters based on measurements of resistance and power.
- start-up stage (step S2) is used to find the ambient temperature, and set and scale open-loop model parameters based on measurements of resistance and power.
- all subsequent operation of the module is done using the open-loop models. Therefore, during operation, the distinction between the closed-loop linear resistance region, and the non-linear region is lost.
- the focus may be changed to provide an auto-focus algorithm.
- One option is to use a flyback algorithm as disclosed in WO-2007/113478; WO-2008/099156; or WO-2008/099155.
- the lens system 7 is always moved into position by heating. Thus on cooling the position does not need to be accurately controlled.
- closed-loop control this avoids the problem of hysteresis in the relationship between position and resistance.
- the flyback algorithm avoids the need to use the second curve 91 described above, thereby simplifying the control.
- An alternative, more standard option for providing an auto-focus algorithm is to use a conventional "hill climbing" auto-focus algorithm.
- the algorithm homes in on the desired position from either direction.
- it is necessary to find and maintain a given position from both directions, and therefore it is necessary to characterise and compensate for the hysteresis associated with the SMA actuator 30.
- this adds complexity to the open-loop models and means that more parameters need to be set based on measurements during the start-up calibration process.
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GB1008651.0A GB2469759B (en) | 2007-12-03 | 2008-12-03 | Control of a shape memory alloy actuation arrangement |
US12/745,784 US8756933B2 (en) | 2007-12-03 | 2008-12-03 | Control of a shape memory alloy actuation apparatus |
JP2010536526A JP5221672B2 (en) | 2007-12-03 | 2008-12-03 | Control of shape memory alloy working structure |
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GB0809017A GB0809017D0 (en) | 2008-05-19 | 2008-05-19 | SMA actuator control |
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Cited By (21)
Publication number | Priority date | Publication date | Assignee | Title |
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EP2299339A1 (en) * | 2009-09-16 | 2011-03-23 | BAE Systems PLC | Compensating for hysteresis |
WO2011033282A1 (en) | 2009-09-16 | 2011-03-24 | Bae Systems Plc | Compensating for hysteresis |
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Also Published As
Publication number | Publication date |
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GB2469759B (en) | 2012-08-22 |
GB2491684A (en) | 2012-12-12 |
US8756933B2 (en) | 2014-06-24 |
GB201207482D0 (en) | 2012-06-13 |
WO2009071898A3 (en) | 2009-12-10 |
GB2491444A (en) | 2012-12-05 |
US20100275592A1 (en) | 2010-11-04 |
GB2491684B (en) | 2013-04-24 |
JP2011506813A (en) | 2011-03-03 |
GB2491444B (en) | 2013-07-10 |
JP5221672B2 (en) | 2013-06-26 |
GB2469759A (en) | 2010-10-27 |
GB201008651D0 (en) | 2010-07-07 |
GB201207483D0 (en) | 2012-06-13 |
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