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Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29, 1995

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Page 1: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

Modeling and Analysis of the Green Bank Telescope Control System

Prepared by: Wodek Gawronski and Ben Parvin

Pasadena April 29, 1995

Page 2: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

Abstract

The servo system of the Green Bank Telescope is modeled and analyzed.

The model includes the finite element structural model (in modal

coordinates), gearboxes and drives, PI and feedforward controllers, and wind

disturbance models. Based on the developed model the antenna closed-loop performance was analyzed.

The analysis includes:

1. Checking the properties of the structure (illustrated with its transfer

functions),

2. Reduction of the structure model,

3. Simulations of the closed-loop (PI) system performance (step responses),

transfer functions, checking cross-coupling effects,

4. Analysis of the wind disturbances and simulations of the antenna pointing errors due to steady winds and wind gusts,

5. Analysis of the feedforward controller performance, its transfer functions

and cross-coupling effects, as well as the simulations of the tracking

errors for tracking trajectories with rates close to the maximum

allowable,

6. Implementation and performance analysis of the PCD command preprocessor,

to reduce errors and overshoots while slewing and tracking commands that,

exceed rate and acceleration limits,

7. Checking the antenna performance in wind, with implemented rate and acceleration limits,

8. Analysis of the antenna performance with the dry friction and suction for low rate motion,

9. Evaluation of the accuracy of the antenna model and simulations.

Page 3: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

The analysis shows that:

1. The structural dynamics do not display any abnormal modes that should be

of concern. The lowest simulated closed-loop structural resonance is at

0.68 Hz. This is above GBT Design Specification which is 0.5 Hz or better,

2. The axes control loops as designed by RSi/PCD perform to the requirement

of the GBT specification,

3. The simulated settling time for one degree step is about 12 second* for

elevation, and 15 seconds for cross-elevation,

4. The command preprocessor, with the rate and the acceleration limits levels

structural excitation and overshoot The calculated overshoot was below 10 mdeg for large steps (1 deg or more),

5. The worst case pointing performance of the GBT is for wind gusting along

the elevation axis. The simulations for this wind direction airspeed of 7

m/s (steady state and gusting) indicate an rms pointing error of 13.3

arcsecond in cross-elevation, and less than 1 arcsec in elevation. The GBT

Design Specification is 14 arcsec, thus the requirement is met,

6. The dry faction and stiction does not have significant impact on the

antenna dynamics. Limit cycling amplitude is below 1 mdeg, and it does not

improve the damping of the flexible oscillations.

Page 4: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

Contents:

1. Introduction 4

2. Structural Model 5

3. Rate Loop Model 7

4. Position Loop Model 7

5. Wind Model 8

6. Feedforward Controller 11

7. Nonlinear Dynamics 12

8. The Accuracy of the Antenna Analytical Model 14

9. Conclusions 15

References n 16

Appendix A. From the Finite Element to the State Space Model 18

Appendix B. Reduction of the Structural Model 20

Figures 21-76

Page 5: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

1. Introduction

The control system model of the Green Bank telescope was developed in

three stages. First, the structural model was obtained from the finite

element model. Second, the rate-loop model was developed by adding two

elevation and four azimuth drives, including gearboxes and motors to the

structural model. Third, the position loop model was obtained by closing the

feedback loop in azimuth and elevation around the rate-loop model.

The antenna position-loop performance was evaluated by the simulations

of the antenna responses to the step commands both in azimuth and elevation,

to the wind disturbances (steady, and gusts), and by analysis of the closed-

loop transfer functions.

The antenna control system was upgraded by adding the feedforward gain.

This upgrade increases servo bandwidth, while the wind disturbance rejection

properties remain unchanged. The feedforward servo performance is illustrated

with its transfer function (which shows the increased bandwidth) and with the

tracking of trajectories at rates close to the rate limits of the antenna

(0.67 deg/sec in azimuth, and 0.33 deg/sec in elevation).

Next, the non-linear simulations of the antenna control system are

presented. The rate and acceleration limits are imposed for the azimuth and

elevation motion. If the limits are exceeded (i.e. by imposing step command),

a non-linear antenna response is observed, which may lead to unwelcome limit

cycling. To avoid this, the command pre-processor as developed by PCD, is

applied. The antenna dynamics with the pre-processor is simulated. Also, the

rolling friction and stiction may affect the system dynamics, especially for

low-rate motions. This phenomenon was simulated for slow rolling in azimuth,

e.g. at final stages of the step response.

Finally, based on the previous experiences with the DSN antennas, the

accuracy of the modeling and simulations was discussed.

Page 6: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

2. Structural Model

The GBT finite element model was developed using the IDEAS software. The

antenna structure was symmetric with respect to its Y-Z plane, therefore it

was possible to develop the finite element model of the symmetric half of the

structure without loosing information about the other half. This approach was

necessary since the finite element model consisted of the large number of

elements, see Ref.[l], and the available computer had limited memory

capacity.

For the control design purposes the structural model was developed in

modal coordinates. In this way, the dimension of the model was much smaller,

than the model in physical coordinates. The size of the modal model is twice

the number of modes, while the size of a model in the physical coordinates is

twice the number of the nodal degrees of freedom. The finite element model

consisted of 18000 degrees of freedom, and the modal model consisted of 132

modes. The transformation from the physical coordinates model (described in

the nodal degrees of freedom) into modal coordinates (described in the modal displacements) is given in the Appendix A.

The finite element model was developed for the structure free rotating

with respect to the elevation and azimuth axes, thus it had two natural

frequencies at zero. The modal data from the finite element model included

modal masses, stiffness, and symmetric and antisymmetric mode shapes. Modal

damping was assumed to be the same for all modes, namely 0.01 (1%). The

damping alternative was introduced based on the DSN antenna available

information. For example, for the 70-meter DSN antenna the measured damping

of the fundamental mode was 1 %, and the measured damping of the quadripod and

subreflector was only 0.5%. Since the subreflector arm dynamics is more

dominant for the NRAO antenna, it was necessary to test the two possible

damping values.

The structural model had 7 inputs: the torques of the elevation pinions 1, and 2, the torques of the azimuth pinions 1, 2, 3, 4, and the wind force

Page 7: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

input The first six inputs were introduced to make possible the attachment

of the elevation and azimuth drives to the structure. The last input, wind

force, was used to simulate the wind disturbances acting on the antenna. The

structural model had 18 outputs: elevation encoder angle and rate, azimuth

encoder angle and rate, elevation and cross-elevation pointing, X,Y,Z

subreflector displacements, X,Y,Z, feed displacements, rates of the elevation

pinion 1 and 2, rates of the azimuth wheels 1, 2, 3, 4. The outputs were

needed either to record the results of simulation, or to introduce the

feedback loops, either in the rate-loop model or in the position-loop model.

Hie properties of the structural model were illustrated with the plots

of magnitudes of the transfer functions from the elevation pinion torque

input to the elevation and azimuth encoder rates (Fig. la), and from the

azimuth pinion torque input to the elevation and azimuth encoder rates

(Fig. lb). They showed the zero natural frequency (or, alternatively, the

integral behavior), since the transfer function from the elevation input to

elevation output (or azimuth input to azimuth output) grow (20 dB/dec) as the

frequency approaches zero. The lowest structural frequency excited by the

azimuth pinion was about 0.6 Hz, while the lowest structural frequency

excited by the elevation pinion was about 1.1 Hz. They will be later visible

in the closed-loop simulations. The highest modeled frequencies were about 10

Hz.

In order to accelerate simulations the structural model was reduced,

since many modes in the structural model are redundant. This excess is

reduced by using the technique given in Refs.p], [3], [4]. The method is

summarized in the Appendix B. The importance of each mode is evaluated by the

positive index called the Hankel singular value. It depends on the structural

properties, as well as the locations of sensors and actuators. The Hankel

singular values of the GBT structure are plotted in Fig.2. Nineteen modes

characterized by the nineteen largest Hankel singular values were chosen for

the reduced structural model. The transfer functions of the reduced

structural model are shown in Figs.3a and 3b. They are very close to the ones

of the full model in Figs, la and lb.

Page 8: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

3. Rate Loop Model

The rate loop model consisted of the structural model, two elevation

drive models and four azimuth drive models. The block diagram of the drive

model was in Fig.4 which was the same for each drive, although had different

values of the parameters. In this diagram, Gl and G2 described amplifiers and

compensation electronics, G3 described the motor, and G4 described the

gearbox. Detailed modeling of each component was described in Ref.[2].

The block diagram of the rate loop model was given in Fig.5, where for

the sake of simplicity, each block represents two drives.

4. Position Loop Model

The feedback loops between the encoder output and the rate input of the

rate loop model were introduced as in Fig. 6, separately for elevation and

azimuth axes. The proportional-and-integral (PI) controller in each feedback

loop was introduced. The position loop equations were derived in Ref.[2]. The

controller parameters are given in Table 1.

Table 1. Controller gains

proportional gain integral gain

The step responses of the position loop model to elevation and azimuth

commands were presented in Figs.7, and 8. Fig.7a showed the elevation encoder

output due to the elevation step command, and Fig.Tb showed the azimuth

encoder output due to the elevation step command. Both figures indicated the

lightly damped oscillations of frequency 0.75 Hz. Furthermore, in Fig. 8a the

azimuth encoder output due to the azimuth step command is presented, and

Page 9: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

Fig. 8b the elevation encoder output due to the azimuth step command is given.

Again, both figures showed the lightly damped oscillations of frequency 0.75

Hz.

Similar conclusions could be drawn from the transfer function plots, in

Figs. 9, and 10. They showed good tracking properties for frequencies not

exceeding 0.1 Hz, and the significant resonance peak at the frequency 0.75

Hz.

It is expected that the excess vibrations at the frequency 0.75 Hz could

be reduced by the introduction of the acceleration limits at the antenna

input However, our experience with the DSN antennas showed that the best

cure was the controller upgrade with the LQG gain as described in Ref.[5].

The upgrade reduced extensively the vibrations induced by the commands, as

well as the vibrations excited by wind.

5. Wind Model

The wind model was developed in a similar way as for the DSN antennas,

see Ref.[2]. This model was developed based on the available data from

Refs.[6], (7], [8], which contained the static wind pressure distribution on

a paraboloidal dish. The data were obtained during the wind tunnel

experiments. Recently, these data were confirmed with the field measurements

on the 34-m DSN antenna, see Ref.[9]. The wind simulation model was developed

using the assumption that the wind gust pressure distribution is similar to

the steady-state distribution. This assumption was introduced due to the lack

of the gust pressure profile. It can be justified by the fact that the gusts

consists of 20% of the steady-state pressure, thus the total pressure profile

is not significantly deteriorated by the gusts.

The pressure distribution was applied to the finite element model of the

antenna dish, and the modal wind coefficients were obtained from the finite

element model. These coefficients were used to determine the wind input in

8

Page 10: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

the modal structural model. The wind time-history were obtained for the antenna site using the experimental Davenport spectra, Refs.[10], [11]. A

filter which approximated the Davenport spectrum was designed (see Fig. 11a), and it produced the wind time history as in Fig.lib.

Front wind gusts (from y-direction, see Fig. 12), and side wind gusts

(from x-direction, see Fig. 12) acting on antenna at 60 deg elevation were simulated.

The results of the simulations of the elevation pointing error due to

the front wind gusts were shown in Fig. 13 for the antenna damping of 0.5%,

and of 1%. The cross-elevation pointing error was zero, due to the symmetry

of the structure and the loading. The wind blew into antenna dish, while the

dish elevation angle was 60 deg. The simulation results showed that the drop

in the damping increased the elevation error about 10%. In Figs.l4a,b samples

of the elevation pointing due to 40-mph front wind, and its spectrum, are

plotted. They show a dominant mode at frequency 0.77 Hz.

The results of simulations of the side-wind gusts on the antenna are

presented in Fig.l5a,b, again for the antenna damping of 0.5% and 1.0%. They

show small elevation error, and a significant cross-elevation error. This

error is caused predominantly by exciting the 0.6 Hz mode, as shown in the

samples of the elevation and cross-elevation pointing due to 40-mph side

wind, and their spectra, in Fig.l6a-d. They show a dominant mode at frequency

0.6 Hz. The subreflector tip displacement in the x, y, and z directions is

plotted in Figs.l7a-c, showing again the vibrations at 0.6 Hz.

The figures show a comparatively small error for the front will. It is

due to the antenna configuration at 60 deg elevation, as in Fig. 12. This

configuration results in the smallest wind resistance of the antenna.

The results of simulations are summarized in Table 2, where the pointing

errors in arcsec, and subreflector displacements in inches are given for the

50 mph front and side wind. The pointing is specified separately for the

Page 11: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

steady-state wind loads, for wind gusts (standard deviation of the pointing time history), and for the total load, which is obtained as the rms of the steady-state pointing error and the error due to gust loads. Table 3 compares results of our simulations and the results presented in the Loral Technical Memo, Ref.[12]. The Loral results, obtained for the 7 m/sec wind were re- scaled to the 50 mph wind (the "quadratic law" was applied, the scale was 10.27). The results show our lower estimates for the front wind, and higher estimates for the side wind.

Table 2. 50 mph wind action for the antenna at 60 deg elevation

front, steady

front gusts*1)

front total®

side steady

side gustsW

side total®

a) standard deviation of the time history ® root-mean-square of steady wind and gusts

Table 3. Comparison of the total pointing error estimate for 60 deg antenna elevation and 50 mph wind

front, JPL front, Loral side, JPL side, Loral

In conclusion of the wind simulation study it is reminded that the following were the limitations of the analytical wind model:

1. The wind pressure distribution of the steady-state wind was used for the wind gust analysis (the wind gust pressure on the antennas was not

available).

2. The wind pressure was distributed on the dish only (no wind tunnel data

10

Page 12: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

were available for the wind pressure distribution on the alidade, arm,

subreflector, etc.).

3. Only two directions of wind were considered: direction along the

elevation axis, and the horizontal direction orthogonal to it

6. Feedforward Controller

The tracking accuracy of fast moving objects can be improved if a PI

servo is augmented with a feedforward loop, as shown in Fig. 18. The

feedforward loop contains the differenciator, see Ref.[2], thus its output is

the command rate. The improved performance is observed in the closed-loop

transfer function (Fig.l9a,b for azimuth and elevation encoders due to

azimuth command input, and Fig.20a,b for azimuth and elevation encoders due

to elevation command input) when compared with the same transfer functions

for a system without the feedforward gain, Figs.9 and 10. The figure shows

that for frequencies up to 0.6 Hz the system with the feedforward gain has

improved tracking properties when compared with the system without

feedforward gain (the magnitude of the transfer function from elevation-to-

elevation and azimuth-to-azimuth is equal to 1, and the cross-coupling from

elevation-to-azimuth and from azimuth-to-elevation is small). The troubles

are for higher frequencies, where the tracking properties deteriorate, and

the cross-coupling is high. As a result, any sharp change in the command may

cause excessive vibrations of the telescope.

The elevation and cross-elevation pointing transfer functions are shown

in Fig.21a,b. They also show good tracking performance, similar to the

encoder performance. However, the cross-elevation pointing model was not

complete, which was visible in the cross-elevation transfer function (from

azimuth input). For a complete model and for low frequencies the magnitude of

this transfer function should be equal to 1. Actually, it was smaller than 1.

It was corrected by re-scaling the model to obtain 1 for low frequencies.

The improved tracking properties are confirmed by tracking simulations

11

Page 13: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

with trajectories as these in Fig.22a,b. The maximal rates of these

trajectories are 0.6 deg/sec in azimuth, and 0.3 deg/sec in elevation, see

Fig.23a,b. The telescope with the feedforward loop and proportional gain

^=1.0 and integral gain ^=0.6 in azimuth and elevation was simulated. Servo

errors are shown in Fig.23a,b, and die maximal error was 7 arcsec in azimuth,

and 4 arcsec in elevation. Pointing errors are shown in Fig.24a,b, where the

same maximal errors are found. Again, the cross-elevation response show small

inaccuracies in the cross-elevation pointing model. The cross-elevation

pointing should approach zero for time t>120 sec, similar to the azimuth

servo error in Fig.23a. Instead, it shows a constant bias of about 7 arcsec,

see Fig.24a.

Despite the increased sensitivity to the command inputs, the disturbance

rejection of the antenna with feedforward gain remains the same as that for

the antenna without feedforward gain, Ref.[2]. Thus the pointing errors due

to wind gust disturbances are comparable with the results obtained for the PI

servo.

7. Nonlinear Dynamics

The non-linear dynamics is observed when the rate and/or the

acceleration limits are violated. The rate limits are 0.67 deg/sec in

azimuth, and 0.33 deg/sec in elevation; acceleration limits are 0.2 deg/sec2,

both in azimuth and elevation. The limits are typically violated in a slewing

mode (when a position offset is applied) or when the target and the initial

position of the antenna do not coincide so that at the in the initial

tracking stage the target trajectory is acquired. Both scenarios are

conveniently illustrated when the large enough step command (such as 1 deg)

is applied. In this scenario large overshoots are expected. In order to avoid

large overshoots in the non-linear step responses, a command pre-processor,

as developed by PCD, is applied.

The closed-loop antenna performance with the command pre-processor was

12

Page 14: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

simulated. The responses to azimuth step command of 1 deg are shown in

Figs.26, 27, and 28, and to elevation step command of 1 deg are shown in

Figs.29 and 30. Note that the cross-coupling from elevation to azimuth is not

observed, due to the symmetry of the structural model. Figs.26a,b show small

(10 mdeg) azimuth encoder overshoot to die azimuth step command of 1 deg.

Similarly, Figs.27a,b show small (10 mdeg) overshoot in cross-elevation

pointing, but this response has longer lasting oscillations. Figs.28a,b

present the cross-coupling in the elevation encoder and elevation pointing.

Both are smaller than 2 mdeg, and the elevation pointing variations more

intensive. Quite similar results were obtained for the elevation step command.

The command as in Fig. 31 was considered for simulations, to review the

performance of the antenna for this often used scenario. Fig.31 shows the

command in azimuth (dashed line) and the response at the azimuth encoder

(solid line). The command rate is sidereal (0.0042 deg/sec) with rapid

changes at max. rate (0.67 deg/sec). PCD preprocessor was included in the

simulations. Fig.32 shows the azimuth encoder error for this simulation, and

Fig.33 the cross-elevation error. Oscillations are quite large in the latter case.

The command in elevation (dashed line) and the response at the elevation

encoder (solid line) are shown in Fig.34. The command rate is sidereal

(0.0042 deg/sec) with rapid changes at max. rate (0.33 deg/sec). PCD

preprocessor was included in the simulations. Fig.35 shows the elevation

encoder error for this simulation, and Fig.36 the elevation error.

Oscillations are small.

Finally, the 7-m/s (15.6-mph) side wind (along the elevation axis) was

simulated with the non-linear model, and the results are shown in Fig.37

(encoder errors) and Fig.38 (pointing errors). The errors are similar to the

ones obtained with the linear model, since neither the rate nor acceleration

limits were violated in this case. Thus for 7-m/s wind, which is 6-m/s steady

wind gusting to 7-m/s, we obtained 10.6 arcsec pointing error due to steady

13

Page 15: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

wind and 8.1 arcsec rms error due to gusting. The rss gives 13.3 arcsec of total error due to wind.

The friction and stiction phenomena of rolling azimuth wheels were

modeled and the simulation results follow. The friction/stiction torques are

taken from PCD data for the alidade case. The simulations were performed for

1 deg step command in azimuth, with the preprocessor. Fig.39 shows the

azimuth wheel rotation, where periods of stiction (no movement is visible).

Fig.40 shows the azimuth encoder angle, which shows additional small

oscillations on top of the sticking movement (note that the wheels stick,

while the structure at the encoder can move, not to mention RF beam in cross-

elevation, which is shown in the next figure). Fig.42 shows the cross

elevation pointing in the step response with friction. Again the vibrations

at .7 Hz are visible.

Simulation of tracking at sidereal rate with friction in azimuth are

also performed. In this case Fig.42 shows wheel rate, no stiction is

observed. Fig.43 shows azimuth error at encoder, and the rate.

8. The Accuracy of the Antenna Analytical Model

The question arises concerning the accuracy of the simulation results of

the antenna. The antenna servo model was developed using the finite element

mode. The model size was reduced, but its accuracy was compared with the full

model, giving dose results. The wind model is based on the wind tunnel data

Ref.[6], [7], and [8] confirmed by the field measurements, Ref.[9], and by

the antenna wind model, Ref.[13].

The accuracy of the analytical model of the NRAO antenna could be

ultimately evaluated only through the comparison of die simulation and the

field data. For the obvious reason the field data for the NRAO antenna were

not available at the moment. However, since the model of the NRAO antenna was

developed in a similar way as the DSN antenna models, the comparison of the

14

Page 16: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

simulation and the field data for the DSN antenna (DSS-24) can give some

insight into the accuracy of the simulation tools.

On May 25, 1994 the DSS-24 antenna was tested with the 10 mdeg step

input commands, see Ref.[14], and the results were shown in Fig.44. The

responses for the same step commands were also simulaffd with the DSS-24

analytical model, and were shown in Fig.45. They showed that the simulation

results were close to the field data, however, they were not identical.

The more precise simulation results could be obtained for the antenna

model which is obtained from the field test data rather than from the finite

element formulation. For example, using the identification techniques the DSN

antenna open-loop model was determined, and the closed-loop performance

simulated, as in Ref.[5]. The azimuth trajectory, as in Fig.46 was tracked,

and the servo errors, simulated and measured, were compared in Fig.47. This

figure showed satisfactory precision of simulations. Thus, for the precise

simulations it would be beneficiary to conduct tests, and to identify the

NRAO antenna model using the field test data.

It was not a surprise that the analytical antenna model was inaccurate.

The misalignment of the finite element model and test results was a common

experience of structural analyst. For example, for the DSN antennas it has

been observed that some natural frequencies were 10-12% off the measured

ones. In spite of these inaccuracies one could determine the 'first cut'

controller gains. These gains were used in the preliminary testing and could

be corrected during the final tests.

9. Conclusions

1. The structural dynamics do not display any abnormal modes that should be

of concern. The lowest simulated closed-loop structural resonance is at 0.68

Hz. This is above GBT Design Specification which is 0.5 Hz or better.

15

Page 17: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

2. The axes control loops as designed by RSi/PCD perform to the requirement

of the GBT specification. The rate loop is implemented in the hardware, and

the position loop in the software, the latter includes PI controller, rate

feed-forward, and command pre-processor. Both loops have the provision to be

tuned in the field.

3. The command preprocessor, with the rate and the acceleration limits levels

structural excitation and overshoot The calculated overshoot was below 10

mdeg for large steps (1 deg or more). The preprocessor is activated only when

the position error exceeds 0.044 degree, and this is field adjustable value.

4. The dry friction and stiction does not have significant impact on the

antenna dynamics. Limit cycling amplitude is below 1 mdeg, and it does not

improve the damping of the flexible oscillations.

5. The siimilatrsri. settling time for one degree step is about 12 second for

elevation, and 15 second for cross-elevation.

6. The worst case pointing performance of the GBT is for wind gusting along

the elevation axis. The simulations for this wind direction at speed of 7 m/s

(steady state and gusting) indicate an rms pointing error of 13.3 arcsecond

in cross-elevation, and less than 1 arcsec in elevation. The GBT Design

Specification is 14 arcsec, thus the requirement is met

REFERENCES

1. Strain, D., "Optimization of 100-meter Green Bank Telescope," JPL

Document, JPL 94-6, 1994.

2. Gawronski, W., and J.A. Mellstrom, "Control and Dynamics of the Deep

Space Network Antennas," a chapter in Control and Dynamic System, vol.63,

ed. C.T. Leondes, Academic Press, San Diego, CA, 1994.

16

Page 18: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

3. Gawronski, W., and Juang, J.N., "Model Reduction for Flexible Structures," in: Control and Dynamics Systems, ed. C.T. Leondes, vol.36, Academic Press, San Diego, 1990, pp. 143-222.

4. Gawronski, W., and Williams, T., "Model Reduction for Flexible Space Structures," Journal of Guidance, Control, and Dynamics, vol.14, No.l, 1991, pp.68-76.

5. Gawronski, W., Racho, C, and Mellstrom, J.A., "LQG and Feedforward Controllers for the Deep Space Network Antennas," IFAC Symposium on Automatic Control in Aerospace, Palo Alto, CA, 1994.

6. N.L. Fox, B. Layman, Jr., Preliminary Report on Paraboloidal Reflector Antenna Wind Tunnel Tests. JPL Internal Memo, CP-3, 1962.

7. N.L. Fox, Load Distributions on the Surface of Paraboloidal Reflector Antennas. JPL Internal Memo, CP-4, 1962.

8. R.B. Blaylock, Aerodynamic Coefficients for Model of a Paraboloidal Reflector Directional Antenna Proposed for a JPL Advanced Antenna System. JPL Internal Memo, CP-6, 1964.

9. Gawronski, W., and J.A. Mellstrom, "Field Verification of the Wind Tunnel Coefficients," IDA Progress Report, JPL Publication, No. 42-119, Nov. 1994.

10. A.G. Davenport, "The Spectrum of Horizontal Gustiness Near the Ground in High Winds," Journal of Royal Meteorol Society, vol.87 (1961).

11. E. Simiu and R.H. Scanlan, Wind Effects on Structures, Wiley, New York (1978).

12. D.M. Kelly, "Pointing Accuracy," Loral Technical Memo No 52, of 11/10/92. 13. W. Gawronski, B. Bienkiewicz, and R.E. Hill, Wind-Induced Dynamics of a

Deep Space Network Antenna. Journal of Sound and Vibration, vol.176, No.5, 1994.

14. W. Gawronski, and J.A. Mellstrom, Preliminary DSS-24 Servo Testing Results, JPL IOM 3324-94-90, June 22, 1994.

17

Page 19: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

Appendix A. From the finite Element to the State Space Model

The state-space model of a flexible structure was obtained from its finite element model, which consisted of the mass M frnxm), stiffness K (mxm), input fl0 (ntxs), output C^ frxm), Cw (nan) matrices, the input u(t) (sxl), and output y(t) (rxl). The input-ouQ>ut relationship was given by the following second-order differential equation

M'q+Kq=Bji, y^C^q+Cjq (Al)

where q was the vector of structural displacements. Consider now a modal matrix * (mxp), p&n, which consisted of p eigenvectors ^ (mode shapes),

i=l,...,p

*=[01,*2,...,0p] (A2)

which diagonalize M and K

Mm=*TM9, Xm=«Tx* (A3)

i.e. Mm, ^ were diagonal (pxp) matrices of modal mass and stiffness. Introducing new variable qm (pxl), such that

q=*qm (A4)

and left-multiplying (Al) by *T, one obtained either

**m'qm+&K*qa=*'rBji, y^C^q^C^^ (A5a)

or

Mnkn+Kna^Bju, y=Cjbqm^C^qm (A5b)

or

18

Page 20: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

^m+M^KnAo^1*Bji. y^C^q^C^q, (A5c)

Denote M^K^tf-, where Q was a diagonal (pxp) matrix of natural frequencies

(rad/sec). At this stage a damping matrix Z was introduced, Z^diagfcJ,

i=I,...,p, such that 22n=M^lDm, andDm was a modal damping matrix (assumed to

be known), so that from (A5c) the modal model was acquired

tqm+2Z>qm+&qm=MJ*'rB0u, y^C^+C^q (A6)

Define the state variable x as follows

_ _ ■

^1

^2

^m x= ■^

km (AT)

then (A6) could be presented as a set of first order equations

;ti=*2» x2=-a2r1-22ax2+3fi1*B0K, (A8a)

y=Coq«x1+Cov^2 (A8b)

or in the following form

x=Ax+Bu, y=Cx, (A9a)

where

A= 0 I -a2 -2ZQ

, 5= 0

At1*7®. , C^IC,,* Cw«] oq wov (A9b)

was the sought state-space model in modal coordinates.

19

Page 21: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

Appendix B. Reduction of the Structural Model

Consider a flexible structure with small damping and distinct poles in modal coordinates. For each mode, say mode i one can determine the index rj, which classifies its importance in the system dynamics (based on the applied inputs, and measured outputs. This index, called the Hankel singular value is determined as follows, see Refs.p] and [4] for details. For a structure with m modes, matrix B has 2m rows, and C has 2m columns. Denote b as the last m rows of B, cq as the first m columns of C, and ct as the last m columns of C. Then ^ is the /th row of b, c^ is the rth column of cq, and cri is the rth

column of c^ Denote /5f=^7, S^^c* and Si^fe and M^>0, wl|i>0, wri>0, i=I,...,m the weighting factors.. The Hankel singular value for the jth mode is given in Ref.[3], and Ref.[4]

r? = WbA H^+^i"?^ ^ 4&i

Care should be taken when determining Hankel singular values. Units should be consistent, otherwise some inputs or outputs receive more weight in Hankel singular value determination than necessary. Consider for example the azimuth encoder reading in arcsecs, and the elevation encoder reading in degrees. For the same angle, the numerical reading of azimuth encoder is 3600 larger than elevation encoder reading, hence the elements for the azimuth output are much larger than those for elevation. On the other hand, some variables need more attention than others: pointing error and encoder readings are the most important factors in the antenna performance, hence their importance has to be emphasized in mode evaluation. For the reasons of consistency of units and importance of variables, the weighting factors wbi, wqi, Wri are introduced. Typically, weights are set to 1.

For each mode the Hankel singular value is determined and used to decide on the number of modes in the reduced structural model. For the rigid body modes Hankel singular values tend to infinity, hence rigid body modes are always included in the reduced model.

20

Page 22: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

Figures

Page 23: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

Figures:

Fig. la. Properties of the structural model (without gears and drives)

illustrated by the magnitudes of the transfer functions from the

elevation pinion torque input to the elevation and azimuth encoder

rates.

Fig. lb. Properties of the structural model (without gears and drives)

illustrated by the magnitudes of the transfer functions from the

azimuth pinion torque input to the elevation and azimuth encoder

rates.

Fig.2. Hankel singular values of the GBT structure

Fig.3a. Properties of the reduced structural model (19 modes) illustrated by

the magnitudes of the transfer functions from the elevation pinion

torque input to the elevation and azimuth encoder rates,

Fig.3b. Properties of the reduced structural model (19 modes) illustrated by

the magnitudes of the transfer functions from the azimuth pinion

torque input to the elevation and azimuth encoder rates.

Fig.4. The drive model.

Fig.5. The rate-loop model.

Fig. 6. The position-loop model.

Fig.7. The responses of the position loop model to the elevation step

command, (a) elevation encoder, (b) azimuth encoder.

Fig.8. The responses of the position loop model to the azimuth step command,

(a) azimuth encoder, (b) elevation encoder.

Fig.9. Magnitudes of the transfer functions, from the elevation command to

elevation encoder (solid line), and from the elevation command to

azimuth encoder (dashed line).

Fig. 10. Magnitudes of the transfer functions, from the azimuth command to

elevation encoder (solid line), and from the azimuth command to

azimuth encoder (dashed line).

Fig. 11. 50-mph wind model, (a) Davenport spectrum and wind filter spectrum,

and (b) wind time history

Fig. 12. Axis orientation of the GBT antenna.

22

Page 24: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

Fig. 13. Elevation pointing error due to frontal wind gusts for the antenna damping of 0.5% and 1%.

Fig. 14. Detail of the simulations for the 40 mph frontal wind gusts, (a)

elevation pointing error, (b) spectrum of the elevation pointing

error.

Fig. 15a. Elevation pointing errors due to side wind gusts, for the 0.5% and 1% damping.

Fig. 15b. Cross-elevation pointing errors due to side wind gusts, for the 0.5% and 1% damping.

Fig.l6a,b. Detail of the simulations for the 40 mph side wind gusts, (a)

elevation pointing error, (b) spectrum of the elevation pointing error.

Fig. 16c,d Detail of the simulations for the 40 mph side wind gusts, (c)

cross-elevation pointing error, (d) spectrum of the cross- elevation pointing error.

Fig. 17. Subreflector displacement for the 40 mph side wind, (a) ^-direction,

(b) y-direction, and (c) z-direction.

Fig. 18. Position loop with the rate feed-forward.

Fig. 19. Magnitude of the transfer functions for the PI+FF controller, from

the azimuth command to (a) azimuth encoder, (b) elevation encoder.

Fig.20. Magnitude of the transfer functions for the PI+FF controller, from

the elevation command to (a) elevation encoder, (b) azimuth encoder.

Fig.21. Magnitude of the transfer functions for the PI+FF controller, (a)

from the azimuth command to cross-elevation pointing, (b) from the

elevation command to elevation pointing.

Fig.22. Trajectories: (a) in azimuth, (b) in elevation.

Fig.23. Trajectory rates: (a) in azimuth, (b) in elevation.

Fig.24. (a) azimuth servo error, for the azimuth command input, (b)

elevation servo error, for the elevation command input.

Fig.25. (a) Cross-elevation pointing error, for the azimuth command input,

(b) elevation pointing error, for the elevation command input.

Fig.26. Antenna azimuth encoder response to 1 deg step in azimuth (a) full

figure, (b) zoomed figure.

23

Page 25: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

Fig.21. Antenna cross-elevation beam response to 1 deg step in azimuth (a)

fiill figure, (b) zoomed figure.

Fig.28. Antenna responses to 1 deg step in azimuth: (a) elevation encoder and (b) elevation beam.

Fig.29. Antenna elevation encoder response to 1 deg step in elevation (a)

full figure, (b) zoomed figure.

Fig.30. Antenna elevation pointing response to 1 deg step in elevation (a)

full figure, (b) zoomed figure.

Fig.31. The response at the azimuth encoder (solid line) to the azimuth

command (dashed line). The command rate is sidereal (0.0042 deg/sec)

with rapid changes at max. rate (0.67 deg/sec). PCD preprocessor was

included in the simulations.

Fig.32. Azimuth encoder error for the azimuth command as in Fig.31, (a) full

figure, (b) zoomed figure.

Fig.33. The cross-elevation beam error for the azimuth command as in Fig.31,

(a) full figure, (b) zoomed figure.

Fig.34. The response at the elevation encoder (solid line) to the elevation

command (dashed line). The command rate is sidereal (0.0042 deg/sec)

with rapid changes at max. rate (0.33 deg/sec). PCD preprocessor was

included in the simulations.

Fig.35. Elevation encoder error for the elevation command as in Fig.34, (a)

full figure, (b) zoomed figure.

Fig.36. The elevation beam error for the elevation command as in Fig.34, (a)

full figure, (b) zoomed figure.

Fig.37. Antenna encoder responses to 7 m/s (15.6 mph) gusting (a) azimuth

encoder, (b) elevation encoder. Wind direction along elevation axis,

elevation position 60 deg. azimuth encoder rms=0.4 arcsec, elevation

encoder rms=0.4 arcsec.

Fig.38. Antenna pointing responses to 7 m/s (15.6 mph) gusting, (a) cross-

elevation beam pointing, (b) elevation beam pointing. Wind direction

along elevation axis, elevation position 60 deg. cross-elevation

pointing=7.9 arcsec, elevation pointing=0.16 arcsec.

Fig.39. The azimuth wheel rotation, for 1 deg step command in azimuth, with

the preprocessor (a) full figure, (b) zoomed figure.

24

Page 26: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

Fig.40. The azimuth encoder reading for 1 deg step command in azimuth, with

the preprocessor (a) full figure, (b) zoomed figure.

Fig.41. The cross-elevation beam position for 1 deg step command in azimuth,

with the preprocessor (a) full figure, (b) zoomed figure.

Fig.42. Wheel rate while tracking at sidereal rate in azimuth, with friction

and stiction (a) full figure, (b) zoomed figure.

Fig.43. Tracking at sidereal rate in azimuth, with friction and stiction:

(a) azimuth encoder error, and (b) azimuth rate.

Fig.44. Test results with the 10 mdeg step input commands for the DSS-24

antenna (a) azimuth encoder, (b) elevation encoder.

Fig.45. Simulated test results with the 10 mdeg step input commands for the

DSS-24 antenna (a) azimuth encoder, (b) elevation encoder.

Fig.46. The azimuth trajectory.

Fig.47. The servo errors, simulated (dashed line) and measured (solid line),

(a) full figure, (b) zoomed figure.

25

Page 27: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

to" I I I I I I I I I I I f T ■ i i i i i ■ j

10 -7

(0

Mo-8

c cs

T -J

-9

10 -10

10 -ii

10'

excitable high response

AZ Encoder ^ y rate

small amplitude

l t . ^-uL

10 -1

10u

frequency, Hz 10' 10-

Fig. la. Properties of the structural model (without gears and drives)

illustrated by the magnitudes of the transfer functions from the devatioa pinion torque input to the elevation and azimuth encoder

rates.

Page 28: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,
Page 29: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

10 -7

10"

OS o 2

Tio-9

i i i i 11 j i IIII; "i i i i i

c CO

7 .-10

UJ

10 -ii

10 -12

10*

v >£Z Encoder ^^ate

10 -1

I I I I I I 1 I • • • * ■

iou

frequency, Hz 10'

10'

Fig. lb. Properties of the structural model (without gears and drives)

illustrated by the magnitudes of the transfer functions from die azimuth pinion torque input to the elevation and azimuth encoder

rates.

Page 30: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

0.02

to

§0.015 (0 >

.£ 0.01

I § 0.005 X

GBT structure

antisymmetric modes

Mybjujuife,. Jmifi^Jn i rtinnn fir niimrUn 20 40 60 80

mode number 100 120 140

Fig.2. Hankel singular values of the GBT structure

Page 31: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

10" reduced structure, 19 modes, EL pinion torque input, 1% damping

i i i i i i • i i 1111 ■ i t i • i i i i i i.

■ ■ ■

10^ frequency, Hz

10'

Fig.3a. Properties of die reduced structural model (19 modes) illustrated by

die magnitudes of the transfer functions from the elevation pinion

torque input to the elevation and azimuth encoder rates.

Page 32: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

10 -7

reduced structure, 19 modes, AZ pinion torque input, 1% damping i i i i i i i | i i i i i i t i | i i r T i i i i [ i i

10l

frequency, Hz

* x

10'

Fig.3b. Properties of the reduced structural model (19 modes) illustrated by the magnitudes of the transfer functions from the azimuth pinion torque input to die elevation and azimuth encoder rates.

Page 33: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

RATE LOOP MODEL - DRIVE

(See Ref 2, Pg. 10 for the detailed modeling of each component.)

(a)

(b)

rate command

Amplifiers and Compensation Electronics Gear Box

Amplifiers and Compensation Electronic*

BT

Drive Attached to the Structure

Fig.4. The drive model.

Page 34: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

EL TACH WIND

ELEVATION BIAS

rt*.

B-EVATTON COMMAND

H-EVATION omvE '<2.

T,

*fl«1

Tjjb A21MUTH1 I Ft»n BIAS

AZ TACH

AZIMUTH COMMAND

AZIMUTH2 BIAS

rtO *?-9«i

AZIMUTH DRIVE 1,1

Til

O

u5^ "bs^

AZIMUTH DRIVER ^

■>9* ►a, I SJEVATTON EHflOR

__Xa.ERflOR

*p«2

AZ TACH

RATE LOOP MODEL

Incorporates Figure ^ and Structure

Fig.5. The rate-loop model.

Page 35: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

Proportional & Integral Controller (PI) Gain (P) * 0.6 V ELEVATION Gain (I) > 1.0 Be

Encoder Output ir

■B — ^ Elev. r0

^ )— w-i* input

WIND RATE LOOP

^ i

—9—\ ra

>— Xpa*^

Sa PI Controller AZ

Fig.6. The positioa-loop model.

Page 36: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

input: AZ command, 1% damping T 1 1 r

0.05

CD T3 O O C <D

-_l Lil

-0.05

1 1 i 1 i 1 1 1 1

(b)

rAi.Aft...ftA.A.A.A.A.AA.A.AA

8 10 12 time, sec

14 16 18 20

Fig.8. The responses of the position loop model to the azimuth step command, (a) azimuth encoder, (b) elevation encoder.

Page 37: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

0.05

<D "O O O c

5!

-0.05

input: EL command, 1% damping

8 10 12 time, sec

14

8 10 12 time, sec

16 18

18

20

20

Fig.7. The responses of the position loop model to the elevation step

command, (a) elevation encoder, (b) azimuth encoder.

Page 38: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

10 r

10° t

(D T3 O O c

I I

fi! ■a

10

1 UJ

10*

10"

I I I I I' I I I I

input: EL command (#2), 1% damping ■ i i i i 1111 i iii *-T i i >tt

10 -2 10v

frequency, Hz 10'

Kg.9. Magnitudes of the transfer functions, ftom the elevation command to devation encoder (solid line), and ftom the elevation command to azimuth encoder (dashed line).

Page 39: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

10' input: AZ command (#1), 1% damping

i i i i i i I i i i i i i i i | i i i i i i i

10l

<D T3 O O c <D -1 rio1

I I

2 CS M ^-2 10

3 LU

10"

10' 10

-2 10l

frequency, Hz

i i i i i i.

10' 10'

Fig. 10. Magnitudes of the transfer functions, from die azimuth command to elevatioQ encoder (solid line), and from die azimuth command to

azimuth encoder (dashed line).

Page 40: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

10°. r i i i i i

50 mph wind

10" i, i ti ■ ■ » i ■

10" 10 -2 k-1 10 frequency, Hz

10v 10'

-0.2 100 200 300 400 500 600 700

time, sec 800 900 1000

Fig.ll. 50-mph wind model, (a) Davenport spectrum and wind filter spectrum,

and (b) wind time history

Page 41: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

Fig. 12. Axis orientation of the GBT antenna.

Page 42: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

front wind, antenna pos. 60 deg EL 14

12

10

o CD

di

i e _J LU

0.5% damping

1.0% damping

10 15 20 25 30 35 40 45 50 wind speed, mph

Fig.13. Elevation pointing error due to frontal wind gusts for the antenna damping of 0.5% and 1%.

Page 43: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

20

40 mph front wind, 0.5% damping T

22 28 30 32 time, sec

34 36 38 40

6000

1.5 2 2.5 frequency, Hz

3.5

Fig.14. Detail of the simulations for die 40 mph frontal wind gusts, (a) devalion painting error, (b) spectrum of the elevation pointing

error.

Page 44: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

1.8 side wind, antenna pos. 60 deg EL

i i § i i i i i ■■ —i

1.6 0.5% damping /-

1.4 1.0% damping / / - / / / '

1.2 / // o / / Q (0 / / o / / o 1 / /

/ / d) / y c A f

/ /

•io.s GL / s -J / / LU y /

0.6 / s / y / s

ySS 0.4

ySS ySS

y'S ^ry

^/^y

0.2

10 15 20 25 30 wind speed, mph

35 40 45 50

Fig. 15a- Elevation pointing errors due to side wind gusts, for the 0.5% and

1% damping.

Page 45: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

90 side wind, antenna pos. 60 deg EL

80

70

0.5% damping

1.0% damping

60

150 c

O40

Hi X

30

20-

10-

/

10 15 20 25 30 35 40 45 wind speed, mph

50

Fig. 15b. Cross-elevation pointing errors due to side wind gusts, for the 0.5%

and 1% damping.

Page 46: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

40 mph, side wind, 0.5% damping

400

1.5 2 2.5 frequency, Hz

3.5

Fig.l6a,b. Detail of the simulations foe the 40 mph side wind gusts, (a) elevation pointing error, (b) spectrum of the elevation pointing error.

Page 47: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

o <D 09 O

200

100

in x -100

-200

xicr

40 mph, side wind, 0.5% damping T

28 30 32 time, sec

34 36 38 40

1.5 2 2.5 frequency, Hz

3.5

Fig.l6c,d Detail of the simulations for the 40 mph side wind gusts, (c) cross-elevation pointing error, (d) spectrum of the cross- elevation pointing error.

Page 48: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

subreflector displacement, 40 mph side wind

15 20 time, sec

25 30 35 40

Fig. 17. Subreflector displacement for the 40 mph side wind, (a) x-direction, (b) y-direction, and (c) z-direction.

Page 49: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

Fig. 18. Position loop with die rate feed-forward.

Page 50: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

PI+FF, AZ command

10l

<D

O O C m _2

10 s

10"

iShj^T^A y-^ ^ '

10 -2 10

-1 iou

frequency, Hz 10' 10'

i i i i i i ■ ' ' ' ■ I i i i i i i i |

10'

<D T3 O O

«io-2

LU

10"

i i'ii

10 -2 10 10u

frequency, Hz 10' 10'

Fig. 19. Magnitude of the transfer functions for the PI+FF controller, from the azimuth command to (a) azimuth encoder, (b) elevation encoder.

Page 51: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

I I I

PI+FF, EL command ■ i i i i 111

iol

CD

O O C

«io-2

UJ

10' ■

■ i i 11

■ * . .x . . .

10 -2 10

-1 10

frequency, Hz 10'

10l

CD TJ O O

^IO"2

10' 10

-2 10 10l

frequency, Hz 10' 10'

Fig.20. Magnitude of the transfer functions for the PI+FF controller, from the devatioa command to (a) devatioa encoder, (b) azimuth encoder.

Page 52: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

10'

c 10

o a. yio"2

10"

■ ' ' ■ ■ I

-LX ■ i i i i i i

(a) AZ command

10 -2 10

-1 10

frequency, Hz 10'

10' ■i ■ i i r i i i 111 i i i i i 11

f10 i= O GL

IU 10

10' ■ ■ * •

■ i i i i i 11

(b) EL command

10 -2 10' 10

frequency, Hz 10'

Fig.21. Magnitude of the transfer functions for the PI+FF controller, (a) from the azimuth command to cross-devation pointing, (b) from the elevation command to elevation pointing.

Page 53: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

160

80 time, sec

160

Fig.22. Trajectories: (a) in azimuth, (b) in devation.

Page 54: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

140 160

80 time, sec

160

Fig.23. Trajectory rates: (a) in azimuth, (b) in devation.

Page 55: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

AZ command input

80 time, sec

EL command input

160

80 time, sec

100 120 160

Fig.24. (a) azimuth servo error, for the azimuth command input, (b) elevation servo error, for the devation command input

Page 56: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

AZ command input

80 time, sec

100 120 140 160

EL command input

80 time, sec

100 140 160

Fig.25. (a) Cross-devatioa pointing error, for die aamuth command input, (b) devatioa pointing error, for the devation command input

Page 57: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

1% damping Pl+feedfonvard controller with pre-processor

Antenna orientation 60 deg in EL

Accderation limit 0.2 deg/sec2

Rate limit 0.67 in AZ, 0.33 in EL

30 time, sec

40 50 60

30 time, sec

Fig.26. Antenna azimuth encoder response to 1 deg step in azimuth (a) full

figure, (b) zoomed figure.

Page 58: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

1% damping PI+feedforward controller with pre-processor Antenna orientadon 60 deg in EL Acceleration limit 0.2 deg/sec2

Rate limit 0.67 in AZ, 0.33 in EL

30 time, sec

40 50 60

0.52

£0.49

30 time, sec

40 50 60

Fig.27. Antenna cross-elevation beam response to 1 deg step in azimuth (a) full figure, (b) zoomed figure.

Page 59: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

1% damping PI+feedforward controller with pre-processor Antenna orientation 60 deg in EL Accderation limit 0.2 deg/sec2

Rate limit 0.67 in AZ, 0.33 in EL

x10"

x10"

30 time, sec

60

30 time, sec

40 50 60

Fig.28. Antenna responses to 1 deg step in azimuth: (a) devatioa encoder and (b) elevation beam.

Page 60: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

1% damping

Pl+feedforward controller with pre-processor Antenna orientation 60 deg in EL Acceleration limit 0.2 deg/sec2

Rate limit 0.67 in AZ, 0.33 in EL

30 time, sec

1.02

30 time, sec

40 50 60

Fig.29. Antenna elevation encoder response to 1 deg step in devation (a) full figure* (b) zoomed figure.

Page 61: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

1% damping PI+feedforward controller with pre-processor

Antenna orientation 60 deg in EL Acceleration limit 0.2 deg/sec2

Rate limit 0.67 in AZ, 0.33 in EL

30 time, sec

60

1.02

8*1.01 -a

i 1 "o Q.

ili0.99

0.98

-

r ' "■| r I 1 T " - ■' ■

10 20 30 time, sec

40 50 60

Fig.30. Antenna devation pointing response to 1 deg step in devation (a) full figure, (b) zoomed figure.

Page 62: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

-§21 <D CO c o g20 V-

t3 C (S

£19 CO

E E o o N18 < I

command vmax=0.66 deg/sec, — command, response .,.., 1 r r. .« r ,_..,. I " "T

_—T> J /

"" A U A J t \ ' V--* "

20 40 60 80 100 120 time, sec

140 160

Fig.31. The response at the azimuth encoder (solid line) to the azimuth command (dashed line). The command rate is sidereal (0.0042 deg/sec)

with rapid changes at max. rate (0.67 deg/sec). PCD preprocessor was included in the simulations.

Page 63: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

.§ 500 E

Q O

a> 03

5 -500-

20

command vmax=0.66 deg/sec

^—A—

40 60 80 100 time, sec

120 140 160

10

O)

E

CD O

CD (0 N <

-5

-10

f*^**+**>*wm*>*>**

20 40 60 80 100 time, sec

120 140 160

Fig.32. Azimuth encoder error for the azimuth command as in Fig.31, (a) full figure, (b) zoomed figure.

Page 64: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

o <D

T3 g 500-

D) C C '5

LU X

-500-

command vmax=0.66 deg/sec r— 1 r - — i 1 1—

k

1 i

20 40 60 80 100 time, sec

120 140 160

10 CD T3 E O

<D

C

I-5H UJ X

-10

o) o yw^^Hw>^^--vv-

20 40 60 80 100 time, sec

120 140 160

Fig.33. The cross-devation beam error for the azimuth command as in Fig.31, (a) full figure, (b) zoomed figure.

Page 65: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

■§21

(O c o M 20 <D

TD C CO

1" E E o o -i 18 LU I

EL command vmax=0.33 deg/sec 1 1 r

—"V

'T 1- 1 ■ — f

^ // -

\ y \\ >-^

20 40 60 80 100 time, sec

120 140 160

Fig.34. TTie response at the devation encoder (solid line) to the devation command (dashed line). The command rate is sidereal (0.0042 deg/sec) with rapid changes at max. rate (0.33 deg/sec). PCD preprocessor was

included in the simulations.

Page 66: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

EL command vmax=0.33 deg/sec T 1 r

60 80 100 time, sec

120 140

10

Q

? 5

(D U O

<D w -5 UJ

-10

^VWWWI.P»«» w^/Vw^—

20 40 60 80 100 time, sec

120 140 160

Fig.35. Elevatioa encoder error for die devatioa command as in Fig.34, (a) full figure, (b) zoomed figure.

Page 67: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

EL command vmax=0.33 deg/sec

80 100 time, sec

120 140 160

-10

jyw|p/^(w<w»<<w<»ww»»w«i

20 40 60 80 100 time, sec

120 140 160

Fig.36. The devatioa beam error for the elevatioa command as in Fig.34, (a) full figure, (b) zoomed figure.

Page 68: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

30 40 50 time, sec

60 70 80

0 40 time, sec

50 60 70 80

Fig.37. Antenna encoder responses to 7 m/s (15.6 mph) gusting (a) azimuth encoder, (b) elevation encoder. Wind direction along elevation axis,

elevatioa position 60 deg. azimuth encoder rms—0.4 arcsec, elevation encoder nns^O.4 arcsec.

Page 69: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

o <D (A O

CO

di c c 'o Q.

UJ

40 time, sec

Fig.38. Antenna pointing responses to 7 m/s (15.6 mph) gusting, (a) cross- devatioa beam pointing, (b) elevatioa beam pointing. Wind direction along elevation axis, devation position 60 deg. cross-devation pointing=7.9 arcsec, devation pointing=0.16 arcsec.

Page 70: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

50-

40- CD

JS o» §30(- CD

2 20h

210-

RSI friction (37500 Ib-in per wheel, 120% stiction), 100Hz sampi. T 1 r

40 time, sec

49

®48.8

g»48.6 03

§48.4

5 48.2-

48 40

time, sec 80

Fig39 The azimuth whed mttfan, to 1 deg step command ia azimuth, with the pnqrrocessor (a) full figure, (b) zoomed figure.

Page 71: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

RSI friction (37500 Ib-in per wheel, 120% stiction), 100Hz sampl.

40 50 time, sec

60 70 80

40 time, sec

50 60 70 80

Fig.40. Tlie azimuth encoder reading for 1 deg step command in azimuth, with

the preprocessor (a) ML figure, (b) zoomed figure.

Page 72: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

RSI friction (37500 Ib-in per wheel, 120% stiction), 100Hz sampl.

40 time, sec

0.445

"J 0.43

0.425 30 40

time, sec 50 60 70 80

Fig.41. The cross-devation beam position for 1 deg step command in azimuth, with the preprocessor (a) full figure, (b) zoomed figure.

Page 73: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

RSI frict. (37500 Ib-in per wheel, 120% stiction), 100Hz sampl., sidereal rate

40 time, sec

70 80

0.23 o Q

0)0.22 <D

XJ

CD

2 0.21 "3 <D

$ 0.2 J N <

0.19 10 20 30 40 50

time, sec 60 70 80

Fig.42. Whed rate while tracking at sidereal rate in azimuth, with ftiction and stiction (a) full figure, (b) zoomed figure.

Page 74: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

(pS\ frict. (37500 Ib-in per wheel, 120% stiction), 100Hz sampl., sidereal rate

10

x10"

30 40 50 time, sec

40 time, sec

60 70 80

Fig.43. Tracking at sidereal rate in azimuth, with friction and stiction: (a) azimuth encoder error, and (b) azimuth rate.

Page 75: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

Wed May 23 21:44:01 1994 250.22

250.2

250.18

M 250.16

^ 250.14

250.12

250.1

250.08

250.06 10 15

time, sec

Command A/ujfe AZ Encoder

• •■■ix._j.a..

20

a )

25 30

en

Hi

Wed May 25 2139:11 1994 40.44, r

40.42

40.4

40.38 \-

40J6

40.34

40 J2

40J

40 JS

40.26

?*

Command Angle EL Encoder

•^r. fSr.*.'*»',.'„' .,.,,.,,.

10 IS

time, sec 20

10 30

MEASUREMENTS FROM DSN ANTENNAS

Fig.44. Test results with the 10 mdeg step input commands for the DSS-24 antenna (a) azimuth encoder, (b) devation encoder.

Page 76: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

Simulation with analyticaJ model, kp#-<<p«-.6. kie-tda«.5 250^2

250.2

250.18

250.16

?250.14

250.12

2S0.1

250.08

250.06

Command Angi«.

AZ Encoder

CU •)

10 15 20 time, sec

25 30

Simdation with analytical model. kp«»kpa«.5. k3e«kiaa.S

? XI

Ul

40.44

40.42

40.4

40 JX

! 40.36 i

'40.34

40.32

40.3

40.28

40-26

Command Angle.

EL Encoder

10 15 time, sec

20

K) 25 30

Fig.45. Simulated test results with the 10 mdeg step input commands for the DSS-24 antenna (a) azimuth encoder, (b) elevation encoder.

Page 77: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

80 time, sec

160

Fig.46. The azimuth trajectory.

Page 78: Modeling and Analysis of the Green Bank Telescope …Modeling and Analysis of the Green Bank Telescope Control System Prepared by: Wodek Gawronski and Ben Parvin Pasadena April 29,

LQG( 12,10), file 22894,11, measured, — simulated

60 time, sec

100

Fig.47. The servo errors, simulated (dashed line) and measured (solid line), (a) full figure, (b) zoomed figure.