Real-time scale precipitation prediction and control systems and methods
US-2023399938-A1 · Dec 14, 2023 · US
US12352153B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-12352153-B2 |
| Application number | US-202418444677-A |
| Country | US |
| Kind code | B2 |
| Filing date | Feb 17, 2024 |
| Priority date | Feb 17, 2023 |
| Publication date | Jul 8, 2025 |
| Grant date | Jul 8, 2025 |
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A method for operating an electric submersible pumping system includes the steps of operating the electric submersible pumping system until it reaches a steady state operating condition, obtaining a first internal motor temperature measurement, obtaining a first external motor temperature measurement, and determining a first temperature differential based on the difference between the first internal motor temperature measurement and the first external motor temperature measurement. The method continues with the steps of obtaining a second internal motor temperature measurement, obtaining a second external motor temperature measurement, and determining a second temperature differential based on the difference between the second internal motor temperature measurement and the second external motor temperature measurement. Next the method includes the steps of comparing the second temperature differential to the first temperature differential, and indicating a probability of scale accumulation on the electric motor if the second temperature differential is greater than the first temperature differential.
Opening claim text (preview).
It is claimed: 1. A method for operating an electric submersible pumping system that includes an electric motor and a motor drive, the method comprising the steps of: operating the electric submersible pumping system until it reaches a steady-state operating condition; obtaining a first internal motor temperature measurement; obtaining a first external motor temperature measurement; determining a first temperature differential based on the difference between the first internal motor temperature measurement and the first external motor temperature measurement; obtaining a second internal motor temperature measurement; obtaining a second external motor temperature measurement; determining a second temperature differential based on the difference between the second internal motor temperature measurement and the second external motor temperature measurement; comparing the second temperature differential to the first temperature differential; and indicating a probability of scale accumulation on the electric motor if the second temperature differential is greater than the first temperature differential. 2. The method of claim 1 , wherein the step of comparing the second temperature differential to the first temperature differential comprises determining if the second temperature differential is greater than the first temperature differential by more than a threshold value. 3. The method of claim 2 , wherein the threshold value is about 5% of the first temperature differential. 4. The method of claim 2 , wherein the threshold value is about 10% of the first temperature differential. 5. The method of claim 1 , wherein the step of determining the first temperature differential comprises finding the difference between the first internal motor temperature measurement and the first external motor temperature measurement, where the first internal motor temperature measurement and the first external motor temperature measurement are discrete values. 6. The method of claim 5 , wherein the step of determining the second temperature differential comprises finding the difference between the second internal motor temperature measurement and the second external motor temperature measurement, where the second internal motor temperature measurement and the second external motor temperature measurement are discrete values. 7. The method of claim 1 , wherein the step of determining the first temperature differential comprises finding the difference between the first internal motor temperature measurement and the first external motor temperature measurement, where the first internal motor temperature measurement and the first external motor temperature measurement are based on a rolling average of first internal motor temperature measurements and a rolling average of first external motor temperature measurements. 8. The method of claim 7 , wherein the step of determining the second temperature differential comprises finding the difference between the second internal motor temperature measurement and the second external motor temperature measurement, where the second internal motor temperature measurement and the second external motor temperature measurement are based on a rolling average of second internal motor temperature measurements and a rolling average of second external motor temperature measurements. 9. The method of claim 7 , wherein the step of determining the second temperature differential comprises finding the difference between the second internal motor temperature measurement and the second external motor temperature measurement, where the second internal motor temperature measurement and the second external motor temperature measurement are discrete values. 10. The method of claim 1 , wherein the step of comparing the second temperature differential to the first temperature differential comprises: finding an internal temperature slope determined as the rate at which the internal motor temperature increases between the first internal motor temperature measurement and the second internal motor temperature measurement; finding an external temperature slope determined as the rate at which the external motor temperature increases between the first external motor temperature measurement and the second external motor temperature measurement; and comparing the internal temperature slope to the external temperature slope. 11. The method of claim 10 , wherein the first internal motor temperature measurement is taken at the same time as the first external motor temperature measurement. 12. The method of claim 11 , wherein the second internal motor temperature measurement is taken at the same time as the second external motor temperature measurement. 13. The method of claim 1 , further comprising the step of automatically adjusting the operation of the electric submersible pumping system based on the indicated probability of scale accumulation on the electric motor. 14. The method of claim 13 , wherein the step of automatically adjusting the operation of the electric submersible pumping system comprises automatically reducing the operating speed of the electric motor. 15. A method for operating an electric submersible pumping system that includes an electric motor and a motor drive, the method comprising the steps of: operating the electric submersible pumping system until it reaches a steady-state operating condition; obtaining a first internal motor temperature measurement; obtaining a first external motor temperature measurement; determining a first temperature differential based on the difference between the first internal motor temperature measurement and the first external motor temperature measurement; obtaining a second internal motor temperature measurement; obtaining a second external motor temperature measurement; determining a second temperature differential based on the difference between the second internal motor temperature measurement and the second external motor temperature measurement; comparing the second temperature differential to the first temperature differential; indicating a probability of scale accumulation on the electric motor if the second temperature differential is greater than the first temperature differential; and automatically adjusting the operation of the electric submersible pumping system based on the indicated probability of scale accumulation on the electric motor. 16. The method of claim 15 , wherein the step of automatically adjusting the operation of the electric submersible pumping system comprises automatically reducing the operating speed of the electric motor. 17. An electric submersible pumping system configured to produce fluids from a well, the submersible pumping system comprising: a motor drive; an electric motor driven by the motor drive; a sensor module connected to the electric motor; a first motor temperature sensor configured to monitor an internal temperature of the electric motor; a second motor temperature sensor configured to monitor an external temperature of the electric motor; and a processor configured to determine changes over time in a temperature differential calculated as the difference between the internal motor temperature and the external motor temperature and determine a probability of scale accumulation on the electric motor based on the changes over time in the calculated temperature differential. 18. The electric submersible pumping system of claim 17 , wherein the second motor temperature sensor is spaced apart from the first motor temperature sensor.
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