System for centralized monitoring and control of electric powered hydraulic fracturing fleet
US-9970278-B2 · May 15, 2018 · US
US10823176B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-10823176-B2 |
| Application number | US-201916535773-A |
| Country | US |
| Kind code | B2 |
| Filing date | Aug 8, 2019 |
| Priority date | Aug 8, 2018 |
| Publication date | Nov 3, 2020 |
| Grant date | Nov 3, 2020 |
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Apparatus, including a pump system, features a controller having a signal processor or processing module configured to: receive signaling containing information about a relationship between frequencies of pump vibration resonances detected around critical pump speeds and a 3-dimensional pump vibration power spectrum in the frequency domain with respect to pump speed and pump temperature change differences; and determine corresponding signaling containing information to adjust the pump speed to avoid the pump vibration resonances around the critical pump speeds, based upon the signaling received. The signal processor or processing module is also configured to provide the corresponding signaling as control signaling to adjust the pump speed.
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What we claim is: 1. Apparatus comprising: a controller having a signal processor or processing module configured to: receive signaling containing information about a relationship between frequencies of pump vibration resonances detected around critical pump speeds and a 3-dimensional pump vibration power spectrum in the frequency domain with respect to pump speed and pump temperature change differences; and determine corresponding signaling containing information to adjust the pump speed to avoid the pump vibration resonances around the critical pump speeds, based upon the signaling received. 2. Apparatus according to claim 1 , wherein the signal processor or processing module is configured to provide the corresponding signaling as control signaling to adjust the pump speed. 3. Apparatus according to claim 1 , wherein the apparatus comprises a variable speed pumping control system. 4. Apparatus according to claim 1 , wherein the controller comprises a moving average historic peak detector configured to receive associated signaling containing information about the pump speed, the frequencies of the pump vibration resonances detected, and the pump temperature change differences, and detect and provide moving average historic peaks. 5. Apparatus according to claim 1 , wherein the moving average historic peak detector is a 3-dimensional moving average historic peak detector. 6. Apparatus according to claim 1 , wherein the 3-dimensional pump vibration power spectrum of P with respect to the pump speed of n, the frequency domain of f and the temperature change difference of ∇T takes the form of the following equation: P ( n,f,∇T )=φ( n,f,∇T ), (1) where the expression φ(n,f,∇T) is a 3-dimensional power spectra distribution with respect to pump speed of n, time and temperature change difference of ∇T, respectively. 7. Apparatus according to claim 6 , wherein the controller comprises a moving average historic peak detector configured to obtain moving average historic peaks over frequency of f in the frequency domain, using the equation: {circumflex over ( P )}( n i ,∇T )={circumflex over (φ)}( n i ,MAHP ( f i ±Δf,∇t,∇T )), (2) where n i =0, . . . , n max within a speed region, MAHP(f i ±Δf,∇t,∇T) is a 3-dimensional moving average historic peak detector with its center frequency at f i which is associated with a given pump speed of n i , and with filter lengths of ±Δf along frequency, ∇t along time, and the temperature change difference of ∇T, where the 3-dimensional power spectra distribution is combined over fractional octave bands with respect to the pump speed of n. 8. Apparatus according to claim 7 , wherein the controller is configured to implement an active vibration control with respect to the pump speed of n based upon Eq. 2 as follows: fixing the pump speed of n at a value of n tria , as n=n tria (3); determining when a power spectrum jump of Δ{circumflex over (P)} is greater than a power spectra threshold value of Δ{circumflex over (P)} Thr i set for detecting a resonance at a band of i, based upon the relationship: Δ{circumflex over (P)}≥Δ{circumflex over (P)} Thr i ; (4) defining a temperature criterion as ∇T≥∇T thr i , (5) where ∇T thr i is a temperature change threshold value set up; and defining the power spectrum jump of Δ{circumflex over (P)} by the equation: Δ{circumflex over ( P )}( n i ,∇T )= abs ({circumflex over (φ)}( n i , ∇T )− φ ), (6) where Δ{circumflex over (P)} is the power spectrum jump in between {circumflex over (φ)} at speed of n i and ∇T, φ is an overall average power spectra along the pump speed of n, at a time of t, and over the temperature change difference of ∇T, respectively. 9. Apparatus according to claim 8 , wherein the controller is also configured to implement the active vibration control by resuming the pump speed of n whenever there is no resonance triggered if Δ{circumflex over (P)}<Δ{circumflex over (P)} Thr i , and setting the trig flag from “true” to “false”, respectively. 10. Apparatus according to claim 1 , wherein the signal processor or processing module is configured to provide the corresponding signaling as control signaling to control the operation of a pumping system, including staging/destaging a pump to or from the pumping system. 11. A method comprising: receiving, with a controller having a signal processor or processing module, signaling containing information about a relationship between frequencies of pump vibration resonances detected around critical pump speeds and a 3-dimensional pump vibration power spectrum in the frequency domain with respect to pump speed and pump temperature change differences; and determining, with the controller, corresponding signaling containing information to adjust the pump speed to avoid the pump vibration resonances around the critical pump speeds, based upon the signaling received. 12. A method according to claim 11 , wherein the method comprises providing with the signal processor or processing module the corresponding signaling as control signaling to adjust the pump speed. 13. A method according to claim 11 , wherein the method comprises implementing the apparatus in the form of a variable speed pumping control system. 14. A method according to claim 11 , wherein the method comprises implementing in the controller a moving average historic peak detector configured to receive associated signaling containing information about the pump speed, the frequencies of the pump vibration resonances detected, and the pump temperature change differences, and detect and provide moving average historic peaks. 15. A method according to claim 11 , wherein the method comprises implementing the moving average historic peak detector in the form of a 3-dimensional moving average historic peak detector. 16. A method according to claim 11 , wherein the method comprises implementing the 3-dimensional pump vibration power spectrum of P with respect to the pump speed of n, the frequency domain of f and the temperature change difference of ∇T using the following equation: P ( n,f,∇T )=φ( nf,∇T ), (1) where the expression φ(n,f,∇T) is a 3-dimensional power spectra distribution with respect to pump speed of n, time and temperature change difference of ∇T, respectively. 17. A method according to claim 16 , wherein the method comprises configuring the controller with a moving average historic peak detector to obtain moving average historic peaks over frequency of f in the frequency domain, using the equation: {circumflex over ( P )}( n i ,∇T )={circumflex over (φ)}( n i , MAHP ( f i ±Δf,∇t,∇T )), (2) where n i =0, . . . , n max within a speed region, MAHP(f i ±Δf,∇t,∇T) is a 3-dimensional moving average historic peak detector with its center frequency at f i which is associated with a given pump speed of n i , and with filter lengths of ±Δf along frequency, ∇t along time, and the temperature change difference of ∇T, where the 3-dimensional power spectra distribution is combined over fractional octave bands with respect to the pump speed of n. 18. A method according to claim 17 , wherein the method comprises configuring the controller to implement an active vibration control with respect to the pump speed of n based upon Eq. 2 as follows: fixing the pump speed of n at a value of n tria , as n=n tria (3); determining when a power spectrum jump of Δ{circumflex over (P)} is greater than a power spectra threshold value of Δ{circumflex over (P)} Thr i s
Spool rotational speed · CPC title
Vibration measurements · CPC title
Varying behaviour or the very pump (F04D15/0055 and F04D29/46 take precedence) · CPC title
by changing the speed, e.g. of the driving engine · CPC title
the condition being speed or load · CPC title
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