Predictive pump station and pipeline advanced control system
A method and controller for operating a pumping station. The method includes receiving ( 1102 ), by at least one controller ( 910, 952 ), sensor data ( 712 ) of a first pumping station ( 900 ) corresponding to a liquid being transported from the first pumping station ( 900 ). The method includes predicting ( 1104 ) arrival of the liquid, by the at least one controller ( 910, 952 ), at a second pumping station ( 900 ). The method includes executing ( 1106 ) one or more pump models ( 720 ), by the at least one controller ( 910, 952 ), according to the sensor data ( 712 ) to determine an optimal pumping configuration. The method includes operating ( 1108 ) one more pumps of the second pumping station ( 900 ), by the at least one controller ( 910, 952 ), according to the optimal pumping configuration.
1. A method, comprising:
receiving, by at least one controller, sensor data of a first pumping station corresponding to a liquid being transported from the first pumping station, wherein type and characteristics of the liquid being transported vary over time;
predicting arrival time of the liquid, by the at least one controller, at a second pumping station;
fluidly coupling the first pumping station to the second pumping station through a pipeline;
executing one or more pump models, by the at least one controller, according to the sensor data to determine an optimal pumping configuration; and
operating one more pumps of the second pumping station, by the at least one controller, according to the optimal pumping configuration, wherein the optimal pumping configuration is configured to predict optimal operating parameters for the one more pumps of the second pumping station at the predicted arrival time of the liquid to the second pumping station,
wherein the predicting of the arrival time of the liquid at the second pumping station is based at least on the sensor data, a timestamp of the sensor data and a model of the pipeline including a steady-state model and a transient hydraulic model of the pipeline.
2. The method of claim 1 , wherein the at least one controller is a controller of a station control system of the second pumping station.
3. The method of claim 1 , wherein the at least one controller is a controller of a control system that controls a plurality of pumping stations.
4. The method of claim 1 , wherein the sensor data includes one or more of flow rate data, density data, viscosity data, or pressure data.
5. The method of claim 1 , wherein each of the one or more pump models is a digital twin model of a corresponding pump of the second pumping station.
6. The method of claim 1 , wherein the optimal pumping configuration is a configuration that uses the least energy to pump the liquid out of the second pumping station to a downstream pumping station at a given discharge pressure.
7. The method of claim 1 , wherein the method is performed repeatedly or continuously.
8. An apparatus, comprising:
a memory, and
a controller in communication with the memory, the controller configured to:
receive sensor data of a first pumping station corresponding to a liquid being transported from the first pumping station, wherein type and characteristics of the liquid being transported vary over time;
predict arrival time of the liquid, by the at least one controller, at a second pumping station fluidly coupled to the first pumping station through a pipeline, wherein the predicted arrival time of the liquid at the second pumping station is based at least on the sensor data, a timestamp of the sensor data and a model of the pipeline including a steady-state model and a transient hydraulic model of the pipeline;
execute one or more pump models, by the at least one controller, according to the sensor data to determine an optimal pumping configuration; and
operate one more pumps of the second pumping station, by the at least one controller, according to the optimal pumping configuration, wherein the optimal pumping configuration is configured to predict optimal operating parameters for the one more pumps of the second pumping station at the predicted arrival time of the liquid to the second pumping station.
9. The apparatus of claim 8 , wherein the apparatus is implemented in a station control system of the second pumping station.
10. The apparatus of claim 8 , wherein the apparatus is implemented in a control system that controls a plurality of pumping stations.
11. The apparatus of claim 8 , wherein the sensor data includes one or more of flow rate data, density data, viscosity data, or pressure data.
12. The apparatus of claim 8 , wherein each of the one or more pump models is a digital twin model of a corresponding pump of the second pumping station.
13. The apparatus of claim 8 , wherein the optimal pumping configuration is a configuration that uses the least energy to pump the liquid out of the second pumping station to a downstream pumping station at a given discharge pressure.
14. The apparatus of claim 8 , wherein the controller is configured to perform the receiving, predicting, executing, and operating operations repeatedly or continuously.