control loop troubleshooting

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Control Loop Troubleshooting

TRANSCRIPT

  • Chapter 10Control Loop Troubleshooting

  • Overall Course ObjectivesDevelop the skills necessary to function as an industrial process control engineer.SkillsTuning loopsControl loop designControl loop troubleshootingCommand of the terminologyFundamental understandingProcess dynamicsFeedback control

  • Objectives for Control Loop TroubleshootingBe able to implement an overall troubleshooting methodologyBe able to determine whether or not the actuator, process, sensor, and controller are functioning properly.Recall the major failure modes for each of the elements of a control loop.

  • Troubleshooting Loops in the CPI

  • Control Diagram of a Typical Control Loop

    F1

    TC

    T1

    F2

    T2

    TF

    TT

    Sensor System

    Controller

    Actuator System

  • Components and Signals of a Typical Control Loop

    I/P

    F1

    T1

    F2

    T2

    TF

    3-15 psig

    Thermocouplemillivolt signal

    Air

    Thermowell

    4-20 mA

    OperatorConsole

    Transmitter

    4-20 mA

    DCSControl Computer

    A/D

    Tsp

    Actuator System

    Controller

    Sensor System

    D/A

  • What is Control Loop Troubleshooting?Control loop is suspected of not functioning properly.Poor overall control performanceErratic behaviorControl loop was removed from service.Identify the source of the problem.Correct the problem.Retune the controller and monitor.

  • Overall Approach to Troubleshooting Control LoopsCheck subsystem separately.Actuator systemControllerSensorProcessThen check performance of the entire control loopWhats been changed lately?

  • Checking the Actuator SystemApply block sine wave input changes to the setpoint for the flow controller.Determine the deadband of the flow control loop from a block sine wave test. Also, estimate the time constant for the flow control loop from the block sine wave test.If the time constant is less than 2 seconds and the deadband is less than 0.5%, there is no need to evaluate the actuator system further

  • Block Sine Wave Test

    Chart1

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    &A

    Page &P

    Setpoint to Flow Controller

    Measured Flow Rate

    Time

    F16

    7.25E-013.50E+023.50E+02

    1.48E+003.50E+023.50E+02

    2.23E+003.50E+023.50E+02

    2.98E+003.50E+023.50E+02

    3.73E+003.50E+023.50E+02

    4.48E+003.50E+023.50E+02

    5.23E+003.50E+023.50E+02

    5.98E+003.50E+023.50E+02

    6.73E+003.50E+023.50E+02

    7.48E+003.50E+023.50E+02

    8.23E+003.50E+023.50E+02

    8.98E+003.50E+023.50E+02

    9.73E+003.50E+023.50E+02

    1.05E+013.50E+023.50E+02

    1.12E+013.50E+023.50E+02

    1.20E+013.50E+023.50E+02

    1.27E+013.50E+023.50E+02

    1.35E+013.50E+023.50E+02

    1.42E+013.50E+023.50E+02

    1.50E+013.50E+023.50E+02

    1.57E+013.50E+023.50E+02

    1.65E+013.50E+023.50E+02

    1.72E+013.50E+023.50E+02

    1.80E+013.50E+023.50E+02

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    2.02E+013.50E+023.50E+02

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    5.02E+013.50E+023.50E+02

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    5.17E+013.50E+023.50E+02

    5.25E+013.50E+023.50E+02

    5.32E+013.50E+023.50E+02

    5.40E+013.50E+023.50E+02

    5.47E+013.50E+023.50E+02

    5.55E+013.50E+023.50E+02

    5.62E+013.50E+023.50E+02

    5.70E+013.50E+023.50E+02

    5.77E+013.50E+023.50E+02

    5.85E+013.50E+023.50E+02

    5.92E+013.50E+023.50E+02

    6.00E+013.50E+023.50E+02

    6.07E+013.50E+023.50E+02

    6.15E+013.50E+023.50E+02

    6.22E+013.50E+023.50E+02

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    6.60E+013.50E+023.50E+02

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    6.82E+013.50E+023.50E+02

    6.90E+013.50E+023.50E+02

    6.97E+013.50E+023.50E+02

    7.05E+013.50E+023.50E+02

    7.12E+013.50E+023.50E+02

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    7.35E+013.50E+023.50E+02

    7.42E+013.50E+023.50E+02

    7.50E+013.50E+023.50E+02

    7.57E+013.50E+023.50E+02

    7.65E+013.50E+023.50E+02

    7.72E+013.50E+023.50E+02

    7.80E+013.50E+023.50E+02

    7.87E+013.50E+023.50E+02

    7.95E+013.50E+023.50E+02

    8.02E+013.50E+023.50E+02

    8.10E+013.50E+023.50E+02

    8.17E+013.50E+023.50E+02

    8.25E+013.50E+023.50E+02

    8.32E+013.50E+023.50E+02

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    8.70E+013.50E+023.50E+02

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    9.60E+013.50E+023.50E+02

    9.67E+013.50E+023.50E+02

    9.75E+013.50E+023.50E+02

    9.82E+013.50E+023.50E+02

    9.90E+013.50E+023.50E+02

    9.97E+013.50E+023.50E+02

    1.00E+023.50E+023.50E+02

    1.01E+023.50E+023.50E+02

    1.02E+023.50E+023.50E+02

    1.03E+023.50E+023.50E+02

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    1.10E+023.50E+023.50E+02

    1.11E+023.50E+023.50E+02

    1.12E+023.50E+023.50E+02

    1.12E+023.50E+023.50E+02

    1.13E+023.50E+023.50E+02

    1.14E+023.50E+023.50E+02

    1.15E+023.50E+023.50E+02

    1.15E+023.50E+023.50E+02

    1.16E+023.50E+023.50E+02

    1.17E+023.50E+023.50E+02

    1.18E+023.50E+023.50E+02

    1.18E+023.50E+023.50E+02

    1.19E+023.50E+023.50E+02

    1.20E+023.50E+023.50E+02

    1.21E+023.50E+023.50E+02

    1.21E+023.50E+023.50E+02

    1.22E+023.50E+023.50E+02

    1.23E+023.50E+023.50E+02

    1.24E+023.50E+023.50E+02

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    1.25E+023.50E+023.50E+02

    1.26E+023.50E+023.50E+02

    1.27E+023.50E+023.50E+02

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    1.28E+023.50E+023.50E+02

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    1.35E+023.50E+023.50E+02

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    1.37E+023.50E+023.50E+02

    1.38E+023.50E+023.50E+02

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    1.40E+023.50E+023.50E+02

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    1.45E+023.50E+023.50E+02

    1.45E+023.50E+023.50E+02

    1.46E+023.50E+023.50E+02

    1.47E+023.50E+023.50E+02

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    1.54E+023.50E+023.50E+02

    1.55E+023.50E+023.50E+02

    1.56E+023.50E+023.50E+02

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    1.60E+023.50E+023.50E+02

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    1.61E+023.50E+023.50E+02

    1.62E+023.50E+023.50E+02

    1.63E+023.50E+023.50E+02

    1.63E+023.50E+023.50E+02

    1.64E+023.50E+023.50E+02

    1.65E+023.50E+023.50E+02

    1.66E+023.50E+023.50E+02

    1.66E+023.50E+023.50E+02

    1.67E+023.50E+023.50E+02

    1.68E+023.50E+023.50E+02

    1.69E+023.50E+023.50E+02

    1.69E+023.50E+023.50E+02

    1.70E+023.50E+023.50E+02

    1.71E+023.50E+023.50E+02

    1.72E+023.50E+023.50E+02

    1.72E+023.51E+023.50E+02

    1.73E+023.51E+023.50E+02

    1.74E+023.50E+023.50E+02

    1.75E+023.51E+023.50E+02

    1.75E+023.51E+023.50E+02

    1.76E+023.51E+023.50E+02

    1.77E+023.51E+023.50E+02

    1.78E+023.50E+023.50E+02

    1.78E+023.50E+023.50E+02

    1.79E+023.50E+023.50E+02

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    1.81E+023.50E+023.50E+02

    1.82E+023.50E+023.50E+02

    1.83E+023.50E+023.50E+02

    1.84E+023.50E+023.50E+02

    1.84E+023.50E+023.50E+02

    1.85E+023.50E+023.50E+02

    1.86E+023.50E+023.50E+02

    1.87E+023.50E+023.50E+02

    1.87E+023.50E+023.50E+02

    1.88E+023.50E+023.50E+02

    1.89E+023.50E+023.50E+02

    1.90E+023.50E+023.50E+02

    1.90E+023.50E+023.50E+02

    1.91E+023.50E+023.50E+02

    1.92E+023.50E+023.50E+02

    1.93E+023.50E+023.50E+02

    1.93E+023.50E+023.50E+02

    1.94E+023.50E+023.50E+02

    1.95E+023.50E+023.50E+02

    1.96E+023.50E+023.50E+02

    1.96E+023.50E+023.50E+02

    1.97E+023.50E+023.50E+02

    1.98E+023.50E+023.50E+02

    1.99E+023.50E+023.50E+02

    1.99E+023.50E+023.50E+02

    2.00E+023.50E+023.50E+02

    2.01E+023.50E+023.50E+02

    2.02E+023.50E+023.50E+02

    2.02E+023.50E+023.50E+02

    2.03E+023.49E+023.50E+02

    2.04E+023.49E+023.50E+02

    2.05E+023.50E+023.50E+02

    2.05E+023.49E+023.50E+02

    2.06E+023.50E+023.50E+02

    2.07E+023.49E+023.50E+02

    2.08E+023.50E+023.50E+02

    2.08E+023.50E+023.50E+02

    2.09E+023.50E+023.50E+02

    2.10E+023.49E+023.50E+02

    2.11E+023.50E+023.50E+02

    2.11E+023.50E+023.50E+02

    2.12E+023.50E+023.50E+02

    2.13E+023.50E+023.50E+02

    2.14E+023.50E+023.50E+02

    2.14E+023.50E+023.50E+02

    2.15E+023.50E+023.50E+02

    2.16E+023.50E+023.50E+02

    2.17E+023.50E+023.50E+02

    2.17E+023.50E+023.50E+02

    2.18E+023.50E+023.50E+02

    2.19E+023.50E+023.50E+02

    2.20E+023.50E+023.50E+02

    2.20E+023.50E+023.50E+02

    2.21E+023.50E+023.50E+02

    2.22E+023.50E+023.50E+02

    2.23E+023.50E+023.50E+02

    2.23E+023.50E+023.50E+02

    2.24E+023.50E+023.50E+02

    2.25E+023.50E+023.50E+02

    2.26E+023.50E+023.50E+02

    2.26E+023.50E+023.50E+02

    2.27E+023.50E+023.50E+02

    2.28E+023.50E+023.50E+02

    2.29E+023.50E+023.50E+02

    2.29E+023.50E+023.50E+02

    2.30E+023.50E+023.50E+02

    2.31E+023.50E+023.50E+02

    2.32E+023.50E+023.50E+02

    2.32E+023.50E+023.50E+02

    2.33E+023.50E+023.50E+02

    2.34E+023.50E+023.50E+02

    2.35E+023.50E+023.50E+02

    2.35E+023.50E+023.50E+02

    2.36E+023.50E+023.50E+02

    2.37E+023.50E+023.50E+02

    2.38E+023.50E+023.50E+02

    2.38E+023.50E+023.50E+02

    2.39E+023.50E+023.50E+02

    2.40E+023.50E+023.50E+02

    2.41E+023.50E+023.50E+02

    2.41E+023.50E+023.50E+02

    2.42E+023.50E+023.50E+02

    2.43E+023.50E+023.50E+02

    2.44E+023.50E+023.50E+02

    2.44E+023.50E+023.50E+02

    2.45E+023.50E+023.50E+02

    2.46E+023.50E+023.50E+02

    2.47E+023.50E+023.50E+02

    2.47E+023.50E+023.50E+02

    2.48E+023.50E+023.50E+02

    2.49E+023.50E+023.50E+02

    2.50E+023.50E+023.50E+02

    &A

    Page &P

  • Common Problems with the Actuator SystemExcessive valve deadbandImproperly sized control valveValve packing is tightened too muchImproperly tuned valve positioner

  • Check the Sensor SystemEvaluate the repeatability of the sensor during steady-state operation.Evaluate the sensor dynamics.This may require an independent measurement of the controlled variable.Or check the elements that could contribute to a slow responding sensor.

  • Most Common Sensor FailuresTransmitterImproperly calibratedExcessive signal filteringTemperature sensorOff calibrationImproperly located thermowellBuildup of material on the thermowellPressurePlugged line to pressure sensor

  • Most Common Sensor FailuresSampling system for GCPlugged line in sampling systemFlow indicatorPlugged line to differential pressure sensorLevel indicatorPlugged line to differential pressure sensor

  • Check the ControllerCheck the filtering on the measured value of the controlled variable.Check the cycle time for the controller.Check the tuning on the controller.

  • Factors that Affect the Closed-Loop Performance of a Control LoopThe type and magnitude of disturbancesPrimarily affects variability in CVCan affect nonlinear behaviorThe lag associated with the components of the feedback control loop (actuator, process, and sensor)Results in slower disturbance rejection which affects variability Precision of the feedback componentsDirectly affects variability

  • Testing the Entire Control LoopClosed-loop block sine wave testVariability of the controlled variable over a period of a week or more.

  • Closed-Loop Block Sine Wave Test

    Chart1

    350.0681350

    350.0409350

    350.0594350

    349.945350

    349.9884350

    350.0893350

    350.0633350

    350.0175350

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    349.939350

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    349.8946350

    350.1343350.1

    350.0955350.1

    350.0084350.1

    349.9802350.1

    350.0807350.1

    349.9055350.1

    350.0476350.1

    350.0629350.1

    349.8077350.1

    349.9222350.1

    349.8083350.1

    349.9476350.1

    350.0918350.1

    349.9279350.1

    349.8339350.1

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    349.757350.1

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    350.001350

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    350.0022350

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    350.1343349.9

    349.8893349.9

    350.0427349.9

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    349.8347349.9

    350.0004349.9

    350.1152349.9

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    Setpoint

    ControlledVariable

    Time

    F16

    7.25E-013.50E+023.50E+02

    1.48E+003.50E+023.50E+02

    2.23E+003.50E+023.50E+02

    2.98E+003.50E+023.50E+02

    3.73E+003.50E+023.50E+02

    4.48E+003.50E+023.50E+02

    5.23E+003.50E+023.50E+02

    5.98E+003.50E+023.50E+02

    6.73E+003.50E+023.50E+02

    7.48E+003.50E+023.50E+02

    8.23E+003.50E+023.50E+02

    8.98E+003.50E+023.50E+02

    9.73E+003.50E+023.50E+02

    1.05E+013.50E+023.50E+02

    1.12E+013.50E+023.50E+02

    1.20E+013.50E+023.50E+02

    1.27E+013.50E+023.50E+02

    1.35E+013.50E+023.50E+02

    1.42E+013.50E+023.50E+02

    1.50E+013.50E+023.50E+02

    1.57E+013.50E+023.50E+02

    1.65E+013.50E+023.50E+02

    1.72E+013.50E+023.50E+02

    1.80E+013.50E+023.50E+02

    1.87E+013.50E+023.50E+02

    1.95E+013.50E+023.50E+02

    2.02E+013.50E+023.50E+02

    2.10E+013.50E+023.50E+02

    2.17E+013.50E+023.50E+02

    2.25E+013.50E+023.50E+02

    2.32E+013.50E+023.50E+02

    2.40E+013.50E+023.50E+02

    2.47E+013.50E+023.50E+02

    2.55E+013.50E+023.50E+02

    2.62E+013.50E+023.50E+02

    2.70E+013.50E+023.50E+02

    2.77E+013.50E+023.50E+02

    2.85E+013.50E+023.50E+02

    2.92E+013.50E+023.50E+02

    3.00E+013.50E+023.50E+02

    3.07E+013.50E+023.50E+02

    3.15E+013.50E+023.50E+02

    3.22E+013.50E+023.50E+02

    3.30E+013.50E+023.50E+02

    3.37E+013.50E+023.50E+02

    3.45E+013.50E+023.50E+02

    3.52E+013.50E+023.50E+02

    3.60E+013.50E+023.50E+02

    3.67E+013.50E+023.50E+02

    3.75E+013.50E+023.50E+02

    3.82E+013.50E+023.50E+02

    3.90E+013.50E+023.50E+02

    3.97E+013.50E+023.50E+02

    4.05E+013.50E+023.50E+02

    4.12E+013.50E+023.50E+02

    4.20E+013.50E+023.50E+02

    4.27E+013.50E+023.50E+02

    4.35E+013.50E+023.50E+02

    4.42E+013.50E+023.50E+02

    4.50E+013.50E+023.50E+02

    4.57E+013.50E+023.50E+02

    4.65E+013.50E+023.50E+02

    4.72E+013.50E+023.50E+02

    4.80E+013.50E+023.50E+02

    4.87E+013.50E+023.50E+02

    4.95E+013.50E+023.50E+02

    5.02E+013.50E+023.50E+02

    5.10E+013.50E+023.50E+02

    5.17E+013.50E+023.50E+02

    5.25E+013.50E+023.50E+02

    5.32E+013.50E+023.50E+02

    5.40E+013.50E+023.50E+02

    5.47E+013.50E+023.50E+02

    5.55E+013.50E+023.50E+02

    5.62E+013.50E+023.50E+02

    5.70E+013.50E+023.50E+02

    5.77E+013.50E+023.50E+02

    5.85E+013.50E+023.50E+02

    5.92E+013.50E+023.50E+02

    6.00E+013.50E+023.50E+02

    6.07E+013.50E+023.50E+02

    6.15E+013.50E+023.50E+02

    6.22E+013.50E+023.50E+02

    6.30E+013.50E+023.50E+02

    6.37E+013.50E+023.50E+02

    6.45E+013.50E+023.50E+02

    6.52E+013.50E+023.50E+02

    6.60E+013.50E+023.50E+02

    6.67E+013.50E+023.50E+02

    6.75E+013.50E+023.50E+02

    6.82E+013.50E+023.50E+02

    6.90E+013.50E+023.50E+02

    6.97E+013.50E+023.50E+02

    7.05E+013.50E+023.50E+02

    7.12E+013.50E+023.50E+02

    7.20E+013.50E+023.50E+02

    7.27E+013.50E+023.50E+02

    7.35E+013.50E+023.50E+02

    7.42E+013.50E+023.50E+02

    7.50E+013.50E+023.50E+02

    7.57E+013.50E+023.50E+02

    7.65E+013.50E+023.50E+02

    7.72E+013.50E+023.50E+02

    7.80E+013.50E+023.50E+02

    7.87E+013.50E+023.50E+02

    7.95E+013.50E+023.50E+02

    8.02E+013.50E+023.50E+02

    8.10E+013.50E+023.50E+02

    8.17E+013.50E+023.50E+02

    8.25E+013.50E+023.50E+02

    8.32E+013.50E+023.50E+02

    8.40E+013.50E+023.50E+02

    8.47E+013.50E+023.50E+02

    8.55E+013.50E+023.50E+02

    8.62E+013.50E+023.50E+02

    8.70E+013.50E+023.50E+02

    8.77E+013.50E+023.50E+02

    8.85E+013.50E+023.50E+02

    8.92E+013.50E+023.50E+02

    9.00E+013.50E+023.50E+02

    9.07E+013.50E+023.50E+02

    9.15E+013.50E+023.50E+02

    9.22E+013.50E+023.50E+02

    9.30E+013.50E+023.50E+02

    9.37E+013.50E+023.50E+02

    9.45E+013.50E+023.50E+02

    9.52E+013.50E+023.50E+02

    9.60E+013.50E+023.50E+02

    9.67E+013.50E+023.50E+02

    9.75E+013.50E+023.50E+02

    9.82E+013.50E+023.50E+02

    9.90E+013.50E+023.50E+02

    9.97E+013.50E+023.50E+02

    1.00E+023.50E+023.50E+02

    1.01E+023.50E+023.50E+02

    1.02E+023.50E+023.50E+02

    1.03E+023.50E+023.50E+02

    1.03E+023.50E+023.50E+02

    1.04E+023.50E+023.50E+02

    1.05E+023.50E+023.50E+02

    1.06E+023.50E+023.50E+02

    1.06E+023.50E+023.50E+02

    1.07E+023.50E+023.50E+02

    1.08E+023.50E+023.50E+02

    1.09E+023.50E+023.50E+02

    1.09E+023.50E+023.50E+02

    1.10E+023.50E+023.50E+02

    1.11E+023.50E+023.50E+02

    1.12E+023.50E+023.50E+02

    1.12E+023.50E+023.50E+02

    1.13E+023.50E+023.50E+02

    1.14E+023.50E+023.50E+02

    1.15E+023.50E+023.50E+02

    1.15E+023.50E+023.50E+02

    1.16E+023.50E+023.50E+02

    1.17E+023.50E+023.50E+02

    1.18E+023.50E+023.50E+02

    1.18E+023.50E+023.50E+02

    1.19E+023.50E+023.50E+02

    1.20E+023.50E+023.50E+02

    1.21E+023.50E+023.50E+02

    1.21E+023.50E+023.50E+02

    1.22E+023.50E+023.50E+02

    1.23E+023.50E+023.50E+02

    1.24E+023.50E+023.50E+02

    1.24E+023.50E+023.50E+02

    1.25E+023.50E+023.50E+02

    1.26E+023.50E+023.50E+02

    1.27E+023.50E+023.50E+02

    1.27E+023.50E+023.50E+02

    1.28E+023.50E+023.50E+02

    1.29E+023.50E+023.50E+02

    1.30E+023.50E+023.50E+02

    1.30E+023.50E+023.50E+02

    1.31E+023.50E+023.50E+02

    1.32E+023.50E+023.50E+02

    1.33E+023.50E+023.50E+02

    1.33E+023.50E+023.50E+02

    1.34E+023.50E+023.50E+02

    1.35E+023.50E+023.50E+02

    1.36E+023.50E+023.50E+02

    1.36E+023.50E+023.50E+02

    1.37E+023.50E+023.50E+02

    1.38E+023.50E+023.50E+02

    1.39E+023.50E+023.50E+02

    1.39E+023.50E+023.50E+02

    1.40E+023.50E+023.50E+02

    1.41E+023.50E+023.50E+02

    1.42E+023.50E+023.50E+02

    1.42E+023.50E+023.50E+02

    1.43E+023.50E+023.50E+02

    1.44E+023.50E+023.50E+02

    1.45E+023.50E+023.50E+02

    1.45E+023.50E+023.50E+02

    1.46E+023.50E+023.50E+02

    1.47E+023.50E+023.50E+02

    1.48E+023.50E+023.50E+02

    1.48E+023.50E+023.50E+02

    1.49E+023.50E+023.50E+02

    1.50E+023.50E+023.50E+02

    1.51E+023.50E+023.50E+02

    1.51E+023.50E+023.50E+02

    1.52E+023.50E+023.50E+02

    1.53E+023.50E+023.50E+02

    1.54E+023.50E+023.50E+02

    1.54E+023.50E+023.50E+02

    1.55E+023.50E+023.50E+02

    1.56E+023.50E+023.50E+02

    1.57E+023.50E+023.50E+02

    1.57E+023.50E+023.50E+02

    1.58E+023.50E+023.50E+02

    1.59E+023.50E+023.50E+02

    1.60E+023.50E+023.50E+02

    1.60E+023.50E+023.50E+02

    1.61E+023.50E+023.50E+02

    1.62E+023.50E+023.50E+02

    1.63E+023.50E+023.50E+02

    1.63E+023.50E+023.50E+02

    1.64E+023.50E+023.50E+02

    1.65E+023.50E+023.50E+02

    1.66E+023.50E+023.50E+02

    1.66E+023.50E+023.50E+02

    1.67E+023.50E+023.50E+02

    1.68E+023.50E+023.50E+02

    1.69E+023.50E+023.50E+02

    1.69E+023.50E+023.50E+02

    1.70E+023.50E+023.50E+02

    1.71E+023.50E+023.50E+02

    1.72E+023.50E+023.50E+02

    1.72E+023.51E+023.50E+02

    1.73E+023.51E+023.50E+02

    1.74E+023.50E+023.50E+02

    1.75E+023.51E+023.50E+02

    1.75E+023.51E+023.50E+02

    1.76E+023.51E+023.50E+02

    1.77E+023.51E+023.50E+02

    1.78E+023.50E+023.50E+02

    1.78E+023.50E+023.50E+02

    1.79E+023.50E+023.50E+02

    1.80E+023.50E+023.50E+02

    1.81E+023.50E+023.50E+02

    1.81E+023.50E+023.50E+02

    1.82E+023.50E+023.50E+02

    1.83E+023.50E+023.50E+02

    1.84E+023.50E+023.50E+02

    1.84E+023.50E+023.50E+02

    1.85E+023.50E+023.50E+02

    1.86E+023.50E+023.50E+02

    1.87E+023.50E+023.50E+02

    1.87E+023.50E+023.50E+02

    1.88E+023.50E+023.50E+02

    1.89E+023.50E+023.50E+02

    1.90E+023.50E+023.50E+02

    1.90E+023.50E+023.50E+02

    1.91E+023.50E+023.50E+02

    1.92E+023.50E+023.50E+02

    1.93E+023.50E+023.50E+02

    1.93E+023.50E+023.50E+02

    1.94E+023.50E+023.50E+02

    1.95E+023.50E+023.50E+02

    1.96E+023.50E+023.50E+02

    1.96E+023.50E+023.50E+02

    1.97E+023.50E+023.50E+02

    1.98E+023.50E+023.50E+02

    1.99E+023.50E+023.50E+02

    1.99E+023.50E+023.50E+02

    2.00E+023.50E+023.50E+02

    2.01E+023.50E+023.50E+02

    2.02E+023.50E+023.50E+02

    2.02E+023.50E+023.50E+02

    2.03E+023.49E+023.50E+02

    2.04E+023.49E+023.50E+02

    2.05E+023.50E+023.50E+02

    2.05E+023.49E+023.50E+02

    2.06E+023.50E+023.50E+02

    2.07E+023.49E+023.50E+02

    2.08E+023.50E+023.50E+02

    2.08E+023.50E+023.50E+02

    2.09E+023.50E+023.50E+02

    2.10E+023.49E+023.50E+02

    2.11E+023.50E+023.50E+02

    2.11E+023.50E+023.50E+02

    2.12E+023.50E+023.50E+02

    2.13E+023.50E+023.50E+02

    2.14E+023.50E+023.50E+02

    2.14E+023.50E+023.50E+02

    2.15E+023.50E+023.50E+02

    2.16E+023.50E+023.50E+02

    2.17E+023.50E+023.50E+02

    2.17E+023.50E+023.50E+02

    2.18E+023.50E+023.50E+02

    2.19E+023.50E+023.50E+02

    2.20E+023.50E+023.50E+02

    2.20E+023.50E+023.50E+02

    2.21E+023.50E+023.50E+02

    2.22E+023.50E+023.50E+02

    2.23E+023.50E+023.50E+02

    2.23E+023.50E+023.50E+02

    2.24E+023.50E+023.50E+02

    2.25E+023.50E+023.50E+02

    2.26E+023.50E+023.50E+02

    2.26E+023.50E+023.50E+02

    2.27E+023.50E+023.50E+02

    2.28E+023.50E+023.50E+02

    2.29E+023.50E+023.50E+02

    2.29E+023.50E+023.50E+02

    2.30E+023.50E+023.50E+02

    2.31E+023.50E+023.50E+02

    2.32E+023.50E+023.50E+02

    2.32E+023.50E+023.50E+02

    2.33E+023.50E+023.50E+02

    2.34E+023.50E+023.50E+02

    2.35E+023.50E+023.50E+02

    2.35E+023.50E+023.50E+02

    2.36E+023.50E+023.50E+02

    2.37E+023.50E+023.50E+02

    2.38E+023.50E+023.50E+02

    2.38E+023.50E+023.50E+02

    2.39E+023.50E+023.50E+02

    2.40E+023.50E+023.50E+02

    2.41E+023.50E+023.50E+02

    2.41E+023.50E+023.50E+02

    2.42E+023.50E+023.50E+02

    2.43E+023.50E+023.50E+02

    2.44E+023.50E+023.50E+02

    2.44E+023.50E+023.50E+02

    2.45E+023.50E+023.50E+02

    2.46E+023.50E+023.50E+02

    2.47E+023.50E+023.50E+02

    2.47E+023.50E+023.50E+02

    2.48E+023.50E+023.50E+02

    2.49E+023.50E+023.50E+02

    2.50E+023.50E+023.50E+02

    &A

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    F16

    &A

    Page &P

    Setpoint

    ControlledVariable

    Time

  • Closed-Loop Block Sine Wave TestClosed-loop deadbandIndication of the effect of actuator deadband, sensor noise, and resolution of A/D and D/A convertersClosed-loop settling timeIndication of the combined lags of the control loop componentsA means of determining if all the major problems with in a control loop have been corrected.

  • SPC ChartA Method for Evaluating the Long-Term Performance of a Controller

    Chart1

    4-1

    4.51

    4.50

    4-1

    40

    -2-1

    -11

    2-0.5

    -40

    2-1

    1-0.5

    -50.5

    4-0.5

    -41

    41

    &A

    Page &P

    Upper Limit

    Lower Limit

    Time (days)

    Product Composition

    F1A

    0.00E+004.00E+00-1.00E+00

    5.00E-014.50E+001.00E+00

    1.00E+004.50E+000.00E+00

    1.50E+004.00E+00-1.00E+00

    2.00E+004.00E+000.00E+00

    2.50E+00-2.00E+00-1.00E+00

    3.00E+00-1.00E+001.00E+00

    3.50E+002.00E+00-5.00E-01

    4.00E+00-4.00E+000.00E+00

    4.50E+002.00E+00-1.00E+00

    5.00E+001.00E+00-5.00E-01

    5.50E+00-5.00E+005.00E-01

    6.00E+004.00E+00-5.00E-01

    6.50E+00-4.00E+001.00E+00

    7.00E+004.00E+001.00E+00

    &A

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  • Long-Term Measurement of VariabilityDirect measure of control performance in terms that relate to economic objectivesTakes longer to develop than closed-loop block sine wave test

  • Troubleshooting ExampleSymptom- The variability in the impurity level in the overhead product of a distillation column is greater than the specified limit.Step 1 Check the actuator systemBy applying a series of block sine wave tests, it was determined that the deadband and time constant of the flow control loop were 0.3% and 1.5 second which indicates that the actuator system is functioning properly.

  • Troubleshooting Example (cont)Step 2 Check the controllerThe filtering on the product analyzer reading was found to be excessiveThe controller was retunedThe control performance was improved but at times it was still not meeting the product variability specifications

  • Troubleshooting Example (cont)Check the product analyzerThe repeatability was determined by observing steady-state periods and was found to be well within the product variability specifications.The cycle time of the controller was found to be appropriate.Excessive transport delay in the sample system was identified and a new sample pump installedThe composition controller was retuned and control performance met specifications.

  • Troubleshooting ExerciseStudents pair up into groups of two.One student represents the process and the other, who is acting as the control engineer, performs the troubleshooting.The process student must choose a loop fault and the control engineer requests the results of certain tests from the process.After the engineer identifies the problem and fixes it, the students switch roles and repeat the exercise.

  • Overview of CPI TroubleshootingIn order to ensure that a control loop is functioning properly, the control engineer must have a thorough knowledge of the proper design and operation (Table 2.3) of the various components that comprise the control loop.

  • Troubleshooting in the Bio-Tech Industries

  • Overall ApproachFor the CPI, troubleshooting usually involves evaluation of one control loop at a time.For the bio-tech industries, it usually involves evaluating the operation of a bio-reactor.For the bio-tech industries, poor operation of a bio-reactor can involve poorly performing control loops or poorly performing sensors. Therefore, troubleshooting is a global problem.

  • Expert SystemsExpert systems for troubleshooting a bio-reactor are based on distilling the experience of experts into a set of if-then-else rules that guide the operator to the root problem(s).Expert systems can identify batches that can be returned to a normal operating window. Otherwise, the batch can result in off-specification products that are useless.

  • Actuator SystemsBlock sine wave tests can be used to determine the deadband and time constant for the actuator system.See Table 2.3 for desired performance levels.

  • Sensor SystemsCoriolis flow meters- require periodic calibration.Ion-specific electrodes (DO, pH and Redox)- require regular replacement and proper location is important.DO- membrane should be replaced regularly.pH- calibration drift a problem requiring calibrationRedox- regular calibration a problem

  • Sensor SystemsTurbidity sensor- cell can accumulated in the measurement cell.Mass spec- highly reliable due to regular calibration with air samples.HPLC- use guard columns to reduce fouling of the HPLC column.FIA- malfunctioning valves a major problem.

  • Overview of Bio-Tech TroubleshootingExpert systems are used to guide the troubleshooting activity.Troubleshooting bio-reactors is a global problem requiring a complete understanding of the entire system.Effective troubleshooting of bio-reactors can greatly reduce the frequency of bad batches and is, therefore, economically important.