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TQEM 1:Digital Signal Processing (DSP)1. ______A Gaussian (normal) random variable X has the following probabilitydensity function.The mean value and variance of X are, respectivelyA. (0, 8). B. (0, 2). C. (0, 4). D. (2, 4). E. (2, 8)2. _____ Before sampling (digitizing) the signal from an accelerometer, the signal wasconditioned by passing it through a high-pass filter set at 1 Hz. The maximum frequency content of the signal is 5 kHz. The minimum frequency with which the signal must be sampled without errors in the digitized data isA. 5 kHz B. 2.5 kHz C. 10 kHz. D. 2 Hz.3. _____ If the rotating speed of a motor shaft is 1800 RPM, an imbalance in the shaft isprimarily seen in the bearing-mounted (vertical) accelerometer signal power spectrum at a frequency ofA. 30 Hz. B. 60 Hz. C. 900 Hz. D. 1800 Hz.4. _____ Angular misalignment in a turbine-generator system is clearly indicated inthe frequency spectrum of an accelerometer signal at one times the rotating speed of the shaft, where the accelerometer is mounted on the bearing case in theA. Angular direction. B. Horizontal direction.C. Axial direction. D. Vertical direction.E. (All with respect to the normal shaft axis)5. _____ The rotational speed of a pump shaft is 19.5 Hz. The frequency spectrum ofaccelerometers placed on inboard and outboard bearings in the vertical direction generally indicate parallel (offset) misalignment at a frequency ofA. 19.5 Hz. B. 39 Hz. C. 9.75 Hz. D. 29.256. _____ Monitoringof instrument channels serves the following purposeA. Reliable process control action.B. Application to instrument calibration reduction.C. Timely decision-making by plant personnel for instrument maintenance.D. All the above.E. Only B & C.7._____ The oil whirl phenomenon in a sleeve bearing (journal bearing), with a shaftfrequency of 1.4 Hz, occurs approximately at the following frequency.A. 1.4 Hz. B. 0.7 Hz. C. 2.1 Hz. D. 2.8 Hz.8. ____The crest factor of a signal corresponding to a measurement X = 12 V, is equal to 4.The root-mean-squared (RMS) value of the signal has a value ofA. 3 V2 B. 12/4 C. 4/12 D. (12 – 4) V E. (12 + 4) V9. _____ A signal from an accelerometer mounted on a heat exchanger pump shaftbearing was sampled 512 Hz. The maximum information frequency (Nyquist folding frequency) in the digitized signal is equal toA. 1024 Hz. B. 512 Hz. C. 256 Hz. D. 128 Hz.10. _____ The coherence function (in the frequency domain) between a pressuretransmitter signal and a flow meter signal is approximately equal to 1.0 in the range 0.01 Hz and 10 Hz. This indicates thatA. The two signals are linearly related in this frequency bandB. The signal-to-noise ratios of both signals are high in this frequency bandC. The signal-to-noise ratios of both signals are low in this frequency bandD. A and BE. A and C11. _____ An industrial fan has a rotational speed of 1200 RPM and has four blades. Theblade pass frequency at this speed isA. 80 Hz. B. 60 Hz. C. 40 Hz. D. 20 Hz.12._____The frequency bandwidth of a high-quality piezo-electric accelerometer,with stud mounting on the bearing housing has the rangeA. Less than 100 HzB. Less than 1 kHz and is better than a hand-held accelerometerC. Up to 20 kHz and is better than a hand-held accelerometerD. Up to 20 kHz, but is not as good as a magnetically mounted accelerometer13. _____ A three-phase induction motor signature analysis uses the followingmeasurements for condition monitoringA. Wide-band motor current and voltages in all the three phases.B. Wide-band motor current in only one phase.C. Wide-band voltage in only one phase.D. None of the above.14. _____ The input electric synchronous frequency in an induction motor is 30 Hz and themotor rotor speed is 29.5 Hz. The motor slip frequency is given byA. 1.0 Hz. B. 0.5 Hz. C. 1.5 Hz. D. 59 Hz.15. _____ If the maximum frequency content of a signal from an accelerometer is 3.0kHz, what is the minimum frequency with which the signal must be digitized without creating errors in the digitized signal?A. 1.5 kHz. B. 3 kHz. C. 4.5 kHz. D. 6 kHz.16. _____ The data record acquired from instrumentation to measure the pressure in alarge pipe consists of 3500 sample points. What is the maximum number of points per block of data, so that there will be six blocks of data from the above sample points, to be processed using the fast Fourier transform (FFT) algorithm?A. N = 550. B. N = 128. C. N = 256. D. N = 512. TQEM 1:Digital Signal Processing (DSP)1. ______A Gaussian (normal) random variable X has the following probabilitydensity function.The mean value and variance of X are, respectivelyA. (0, 8). B. (0, 2). C. (0, 4). D. (2, 4). E. (2, 8)2. _____ Before sampling (digitizing) the signal from an accelerometer, the signal wasconditioned by passing it through a high-pass filter set at 1 Hz. The maximum frequency content of the signal is 5 kHz. The minimum frequency with which the signal must be sampled without errors in the digitized data isA. 5 kHz B. 2.5 kHz C. 10 kHz. D. 2 Hz.3. _____ If the rotating speed of a motor shaft is 1800 RPM, an imbalance in the shaft isprimarily seen in the bearing-mounted (vertical) accelerometer signal power spectrum at a frequency ofA. 30 Hz. B. 60 Hz. C. 900 Hz. D. 1800 Hz.4. _____ Angular misalignment in a turbine-generator system is clearly indicated inthe frequency spectrum of an accelerometer signal at one times the rotating speed of the shaft, where the accelerometer is mounted on the bearing case in theA. Angular direction. B. Horizontal direction.C. Axial direction. D. Vertical direction.E. (All with respect to the normal shaft axis)5. _____ The rotational speed of a pump shaft is 19.5 Hz. The frequency spectrum ofaccelerometers placed on inboard and outboard bearings in the vertical direction generally indicate parallel (offset) misalignment at a frequency ofA. 19.5 Hz. B. 39 Hz. C. 9.75 Hz. D. 29.256. _____ Monitoringof instrument channels serves the following purposeA. Reliable process control action.B. Application to instrument calibration reduction.C. Timely decision-making by plant personnel for instrument maintenance.D. All the above.E. Only B & C.7._____ The oil whirl phenomenon in a sleeve bearing (journal bearing), with a shaftfrequency of 1.4 Hz, occurs approximately at the following frequency.A. 1.4 Hz. B. 0.7 Hz. C. 2.1 Hz. D. 2.8 Hz.8. ____The crest factor of a signal corresponding to a measurement X = 12 V, is equal to 4.The root-mean-squared (RMS) value of the signal has a value ofA. 3 V2 B. 12/4 C. 4/12 D. (12 – 4) V E. (12 + 4) V9. _____ A signal from an accelerometer mounted on a heat exchanger pump shaftbearing was sampled 512 Hz. The maximum information frequency (Nyquist folding frequency) in the digitized signal is equal toA. 1024 Hz. B. 512 Hz. C. 256 Hz. D. 128 Hz.10. _____ The coherence function (in the frequency domain) between a pressuretransmitter signal and a flow meter signal is approximately equal to 1.0 in the range 0.01 Hz and 10 Hz. This indicates thatA. The two signals are linearly related in this frequency bandB. The signal-to-noise ratios of both signals are high in this frequency bandC. The signal-to-noise ratios of both signals are low in this frequency bandD. A and BE. A and C11. _____ An industrial fan has a rotational speed of 1200 RPM and has four blades. Theblade pass frequency at this speed isA. 80 Hz. B. 60 Hz. C. 40 Hz. D. 20 Hz.12._____The frequency bandwidth of a high-quality piezo-electric accelerometer,with stud mounting on the bearing housing has the rangeA. Less than 100 HzB. Less than 1 kHz and is better than a hand-held accelerometerC. Up to 20 kHz and is better than a hand-held accelerometerD. Up to 20 kHz, but is not as good as a magnetically mounted accelerometer13. _____ A three-phase induction motor signature analysis uses the followingmeasurements for condition monitoringA. Wide-band motor current and voltages in all the three phases.B. Wide-band motor current in only one phase.C. Wide-band voltage in only one phase.D. None of the above.14. _____ The input electric synchronous frequency in an induction motor is 30 Hz and themotor rotor speed is 29.5 Hz. The motor slip frequency is given byA. 1.0 Hz. B. 0.5 Hz. C. 1.5 Hz. D. 59 Hz.15. _____ If the maximum frequency content of a signal from an accelerometer is 3.0kHz, what is the minimum frequency with which the signal must be digitized without creating errors in the digitized signal?A. 1.5 kHz. B. 3 kHz. C. 4.5 kHz. D. 6 kHz.16. _____ The data record acquired from instrumentation to measure the pressure in alarge pipe consists of 3500 sample points. What is the maximum number of points per block of data, so that there will be six blocks of data from the above sample points, to be processed using the fast Fourier transform (FFT) algorithm?A. N = 550. B. N = 128. C. N = 256. D. N = 512.

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