CA2445296C

CA2445296C - Apparatus and method for controlling the speed of a pump in a well

Info

Publication number: CA2445296C
Application number: CA002445296A
Authority: CA
Inventors: Stuart F. Bevan; Timothy Lownie
Original assignee: 1273941 Ontario Inc
Current assignee: 1273941 Ontario Inc
Priority date: 1998-06-12
Filing date: 1998-06-12
Publication date: 2008-02-19
Anticipated expiration: 2018-06-12
Also published as: CA2445296A1; CA2240606C; CA2240606A1

Abstract

A controller for controlling the pump unit of an oil well includes a sensor having a first and second probe for placement in the flow of oil from the well bore. Each of the probes contains a heater. A constant power source is selectively connected to one of the heaters. Each of the probes also includes a linear RTD at each of their tips respectively for generating a signal indicative of the temperature measured at each of the first and second probes. A control unit receives signals from the RTD's and determines a flow rate therefrom. A pump control signal is generated in response to the flow rate, wherein the pump control signal continuously varies a predetermined parameter for controlling the flow rate of a pumping unit during operation of the pumping unit.

Description

. = .

APPARATUS AND METHOD FOR CONTROLLING THE SPEED OF A PUMP
IN A WELL

The present invention relates to a controller for pumps used in [oil] wells and more particularly to a method and apparatus for controlling a pump speed.

Background of the Invention In recovery of oil from oil wells, pumps are used to draw crude oil from the well bore to the surface well head. The crude oil extracted generally consists of a combination of oil, natural gas, grit, wax and water. The pumps generally comprise two types, namely, continuous flow or on-off pumps, and are powered by either electrical or natural gas motors. Upon emerging at the well head, the crude oil is passed via a pipe to separation tanks where the oil is removed from the mixture extracted from the well bore.
The oil may also be temporarily stored in the separation tanks.
The maximum obtainable production rate for a well depends on the rate of migration of crude oil from its geological formation to the well bore. The well bore is unique in having both an inflow and an outflow. The inflow represents the quantity of crude oil that a local formation can deliver to the well bore, whereas the outflow (or rate capacity) represents the quantity of crude oil that can be delivered to the surface (or well head). Typically, the quantity of oil that a pump is able to extract from the well bore (or rate capacity) exceeds the rate of flow of the crude oil from the local formation into the well bore. This situation is normally exacerbated with age of the well. Also, the actual flow rate of crude oil into the well bore can deviate significantly at any particular point in time from an average flow rate for that well.
Thus, it may be seen that if the rate capacity of a pump exceeds the rate capacity of the well, the pump is then operating below maximum efficiency. As the cost of operating the pump is relatively high, this reduced efficiency translates into a wasted cost. Furthermore, severe pump degradation may be caused by having a pump operate above the well production rate. Conversely, if the pump rate falls below the wells production rate, oil accumulates in the well bore resulting in an equilibrium established between oil flowing into the well bore from the formation and causing a resultant drop in production. Furthermore, for progressive cavity type pumps or continuous flow pumps it is necessary to always maintain fluid in the well bore. Thus, control of the pump rate is relatively more critical in this case.
Thus, there exists the need for a method and apparatus to control pump rates in response to changing rates of oil flow. There has been many attempts in the prior art to mitigate some of these problems, and in particular, the reader is referred to the applicant's U.S. patent number 5,525,040 which describes prior art attempts.

Summary of the Invention A method for controlling production flow in a well, said method comprising:
a. receiving a signal indicative of a production flow associated with said well;
b. providing a speed control signal to a pump operating in said well to control said pump speed by increasing the pump speed while monitoring the flow and continuing to increase the speed if the monitored flow increases.
A production flow controller for a well, comprising:
c. an input for receiving a signal indicative of a production flow associated with said well; and d. a circuit, providing a speed control signal to a pump operating in said well to control said pump speed by increasing the pump speed while monitoring the flow and continuing to increase the speed if the monitored flow increases.

A further aspect of the invention provides for the predetermined parameter being the pump speed.

A still further aspect of the invention provides for a processor means including:
a. means for determining a temperature difference between the first and second temperature sensing means the temperature difference being indicative of a flow rate in the well;
b. means for generating the output signal being indicative of a pump speed;

(c) means for storing a table of flowrates versus the predetermined pump speeds;
(d) means for determining a rolling average of the flowrates;

(e) means for comparing the current rolling flow average to a stored flowrate and either incrementing the pump speed if the stored flowrate exceeds the average, or decrementing the pump speed if the flowrate is less than the average;

(f) means for updating the table.

A further aspect of the invention provides for the temperature-sensing means to be a linear RTD.

Brief Description of the Drawings A better understanding of' the invention will be obtained by reference to the detailed description below in conjunction with the following drawings in which:

Figure 1 is a block diagram of a controller according to the present invention;
Figure 2 is a cross-sectional view of a probe according to the present invention;
Figure 3 is a schematic diagram of the controller unit shown in Figure 1;

Figure 4 is a diagram of an RTD response curve;

Figure 5 is detailed circuit diagram of the controller unit of figure 3;
Figure 6(a) is a flow chart of a variable speed control algorithm;

Figure 6(b) is a detailed flow chart of the set-speed step of Figure 6(a); and Figure 7 is a flow chart of an on-off speed control algorithm.

Detailed Description of Preferred Embodiments Referring to figure 1, a block diagram of a pump controller is shown generally by numeral 10. A variable speed purnping unit 12 extracts crude oil from a well bore 14. which is then pumped via a conduit 16 to a holding tank 18, or the like. The pump control system includes a sensor 20 which is placed in the path of the oil flow in the conduit 16, in a manner to be described below. The sensor 20 provides an electrical signal indicative of flow via a cable 22 to a main control unit 24. The control unit 24 provides a control signa126 to control the variable speed pump unit 12. "1'he control signal 26 maintains the pump speed at an optimal level, in order to ensure efficient extraction of crude oil from the well bore 14. An external computer 28 may be connected to the controller unit 24 in order to download or control parameters of the controller.

Furthermore, the computer 28 includes a graphical display system for displaying information on the controller performance. Each of these elements will be discussed in detail below.

Referring to figure 2, a cross-section of the sensor 20 in figure 1, is shown.
The sensor 20 is a passive device in that it must be powered from the controller 24. The sensor includes a cylindrical body section 30 and a lower threaded section 32 for installing in a bore of a T-pipe section 15 in the conduit 16. Generally, the sensor is installed relatively close to the well head. A pair of probes 34 and 36 project from one end of the body 30 so that when the sensor is inserted into the conduit 16, oil can flow over each of the probes uniformly. The actual orientation of the probes within the conduit is not critical, however, the probes should project generally perpendicularly to the direction of flow in the conduit. The probes 34 and 36 are each comprised of a hollow polished stainless steel tube and each contain a heating element 38,42 and a temperature sensing element 40,44, respectively. A heating current derived from the controller 24 is provided to the heating element 38 and 42 via a suitable electrical conductor 46 and temperature measurement signals are returned from the temperature sensing elements to the controller via a pair of conductors 48.
The conductor 46 and 48 are attached to a connector 49 which may be attached to cable 22.

The sensor operates on a thermal dispersion principle based on Newton's law of cooling. One of the probes is selected and its heating element is supplied with a constant energy, which radiates out as heat. We generally refer to this probe as the energized probe. Its counterpart probe or unheated probe is generally called the ambient probe.
Both the probes provide a temperature signal from their respective temperature sensing elements. Thus, it may be shown that the heat input rate into a medium may be expressed by the equation Q = h t, where h is the convection heat transfer co-efficient and Ot is the temperature difference between the heat source and the medium. In this case, At is the temperature difference between the heated and ambient probes. The value h is a function of the flow rate of the medium. Hence, h is not constant. Thus it may be seen that the temperature differential, between the probes is inversely proportional to the flow rate of the medium for a given heat input rate Q.

It may be more accurately stated that the velocity of the fluid is a function of the inverse of the square of the difference in temperatures between the two probes. By heating one of the probe tips at a constant rate, the difference in temperature between the probe tips provides a relative temperature measurement independent of the ambient temperature of the fluid.

The calculated velocity of the fluid is proportional to the square of the energy transfer into the probe. Therefore, it is important that the energy supplied to the probe is stable over a wide range of ambient conditions. Furthermore, in situations where high flow exists, most of the radiated heat is absorbed by the passing fluid and carried down stream.
The temperature thus recorded at either of the energized or ambient probe is approximately the same.
However, with reduced fluid movement across the probes, residual heat builds up along the tip of the energized probe thus resulting in a higher temperature measurement relative to the ambient probe. By comparing the energized probe temperature to the ambient probe temperature, the flow rate can be estimated to produce a value which is substantially independent of the temperature of the oil flowing past the probe. Additional compensation for the variation of constant fluid properties from well to well with temperature is implemented in the controller 24.

Referring now to figure 3, the controller 24 is shown in greater detail. The sensor electronics is shown schematically by block 20. The controller 24, includes a heater coristant current source supply 51 which provides a constant current to the heater elements 38 and 42 located in the sensor 20. Each of the heater elements 38 and 42 are connected to a respective switch 54 and 56. These switches 54 and 56 are selectively controlled via a micro-controller 58 for selecting either one of the heater elements 38 or 42 to be heated.

As described earlier, each of the heater elements has in close proximity thereto a temperature sensing element 40 and 44. The temperature sensors in this case are platinum RTDs (resistance-to-temperature devices). As may be seen in figure 3, each of the RTDs 40 and 44 have one of their inputs 59 connected via a switching multiplexer 60 to an RTD
constant current source 66. The output of the temperature sensor resistors and 40 are connected via the multiplexer 60 to the analog input of an analog-to-digital converter 64 through a buffer amplifier 65. The analog-to-digital converter 64 provides a digital input to the micro-controller 58 which is indicative of the temperature measured by a respective RTD 40 or 44. As seen in figure 4, the RTD devices are linear devices and are capable of exhibiting a linear resistance change over an approximate temperature range of -19 C to 150 C. The micro-controller 58 then processes this input data described with reference to figures 6(a), 6(b) and figure 7. A digital-to-analog converter 67 has its digital inputs driven by an output of the micro-controller 58 to produce an output analog signal indicative of a speed control signa126 for control of the pumping unit 12 shown in figure 1.

In addition, an RS232 interface and driver support circuitry 72 is provided for communication with the micro-controller 58 by the external computer 28.
Additional E 2 PROM 73 is provided for storage of constants and additional parameters.

Referring to figure 4, a resistance-to-temperature graph 74 illustrating the relationship between the resistance and temperature of the RTD is shown generally by numeral 80. It may be seen that the relationship is relatively linear over a large temperature range. This has the advantage in that over a period of time, the temperature of the resistor may be sampled by the analog-to-digital converter 64 and an integer interpolation routine may be used to determine values of resistance between the sampled points. Thus, it is not required that a large amount of memory be utilized in the micro-controller in order to store a lookup table, as for example, when a non-linear thermistor is used as temperature sensing element.

By providing heating elements in each of the probes of the sensor 20, allows for each of the probes to be periodically made the energized probe. In the case of oil wells with high paraffin wax content, if only one of the probes is heated, then over a long period of time, wax would tend to accumulate on the unheated probe. This would result in skewed temperature readings. However, by providing heaters in both probes and providing a means for switching between the heaters in the probes reduces wax build up on the probes.
Furthermore, the lifespan of the sensor is extended by switching the heating elements between the probes since constant heating of only one of the probes results in severe degradation of the lifespan of that probe.

Figure 5 is a detailed circuit diagram of the controller 24, wherein the micro-controller is a type 68HC705.

Referring now to figures 6a and 6b, an algorithm implemented by the micro-controller 58 for controlling the output signal 26 to the pump, is indicated generally by numeral 90. The micro-controller switches the constant power source 51 to one of the heaters 38 or 42 by activating one of the switches 54 or 56. The micro-controller then obtains a first Ti and second T2 digitalized temperature measurement from the input signal received from the analog-to-digital converter 64 by sending a signal to the multiplexer 60 to select in sequence the temperature probe 40 or 44. The difference between these temperatures T is calculated and is indicative of a flow measurement. These flow measurements or temperature differentials are combined into an average of most recent samples called a rolling flow average. The micro-controller samples the temperature approximately once ever second. The controller stores a sixteen element rolling window of samples. Once sixteen samples have been included in a rolling window, the newest sample replaces the older sample prior to the latest average being calculated. That is, a rolling average is calculated over a sample of sixteen elements every second with each element being discarded after 16 seconds. The process of obtaining flow measurements is continuous and proceeds in parallel with other processing by the micro-controller.

Once this flow is obtained by the micro-controller, tire oil flow at the well head is controlled in accordance with the sequence of steps illustrated in figures 6(a) and 6(b).
Initially, an auto reset clock 92 is set to count time down from 48 hours or any other convenient time. This clock serves to reset the parameters of the controller in order to accommodate drops in motor efficiency over time and to switch the heated probe.

The micro-controller maintains a speed table of entries having rows of measured flow rates Mi and pump speed Si. Thus. at a step 94, this table is initialized. An initial wait time is then set at step 96. This period is initially set between 8 to 12 minutes.

It may be noted that for variable speed control applications, the digital-to-analog converter delivers 4 to 20 milliamps output signal. By convention, 4 milliamps represents the lowest speed setting So of the pump, while 20 rnilliamps represents the highest speed Si.
setting of the pump. An increment or step in speed is generally designated as 1 milliamp representing the least step up or step down for change in speed.

In implementing the variable speed control, it is assumed that each increase in speed corresponds to some increase in the maximum potential delivery rate of the pump. Thus it is the goal to operate the pump at the lowest speed with the delivery rate above the current production rate measured for the well. Thus, in order to achieve this, the speed table, as described earlier, keeps track by way of the rolling flow average of the maximum delivery rate obtained thus far for each selected speed of the pump.

Changes in speed occur on the basis of time intervals. The length of each interval is called the settled time T. Its purpose is to allow changes in the pump speed and the well's production rate to be reflected in the rolling flow average. By default, the length of the settle time is 2 minutes. At the end of each interval, depending on whether the rolling average has increased, decreased or stayed the same, a corresponding change in speed is initiated. These changes in speed may be made as a single increment or as an arbitrary number of increments per interval.

Thus, referring back to step 98 in figure 6a, an initial speed S; of the pump is set. The controller waits a predetermined time at step 99. A new speed is then set at step 100 according to the algorithm of figure 6(b). The table is initially built from the lowest speed So upward, first, the speed is set to So and an initial flow Mo is obtained for speed So. The speed is then stepped up to S, and a corresponding flow M, is obtained. This is repeated for successive values of speed increments. It is assumed, however, that each step between a speed S1 and a speed S;_I corresponds to a corresponding step in the maximum potential flow rate. Therefore, if upon obtaining M,+i at speed S;+,, it is recognized that M;+i <M;, then it is clear that the well's current production rate is below what the pump can deliver at speed S;+,.
For example, if M;+t is equal to M;, it indicates that the well at this time is producing at a constant rate which corresponds to a speed S;, Otherwise, if M;+1 is less than Mi, it indicates that during the settle interval at S,+i production from the well has decreased. In this case, S,, may represent a greater speed than is required to support the lowered production rate.
Therefore, a search of the table is performed beginning at Si, down to So until the lowest speed having a maximum deliver rate above the current production rate is found.

It may therefore be seen that building the speed control table occurs in conjunction with varying the pump speed. When production levels or flow rates from the well increase, the table is refined while the speed is increased. Conversely, when lower flow rates are measured from the well, the table is searched for the minimum speed required to sustain that flow rate.

To illustrate how the process of building a table is performed after a drop in flow rate is detected, let Sp represent the last speed prior to detecting a drop in flow rate, and let Si be the current speed. For example, Sp might be 12 mA and Si might be 9 mA. As flow rate from the well increases, the production rate at speed S; as measured by the rolling flow average will begin to approach Mi, which is the estimated maximum flow rate at Si. At the end of an interval, if the production rate is found to be closer to Mi, then the speed is incremented up to Si+1. Assuming production levels continue to improve, the speed is successively increment up to Sp,. As this point, the table is continued to be built until either flow rate decreases or the maximum speed Sõ is reached.

Alternatively, if at the end of the interval at speed Si, the production rate may be greater than Mi. In this case, M; is no longer the best estimate to the maximum flow rate at Si.
The new flow rate is then substituted for the old value of Mi. The change to Mi can also impact M;+1 if the new value for M; is also greater than M;+,. Therefore, the table is rebuilt for Si+,. Thus, it may be seen that changes can precipitate through entries in the table thus allowing the controller to constantly fine tune its estimates based on better information over time. This is illustrated more clearly in figure 6(b). Once the new speed Si is set at step 100, a new settle time is set at step 102.

Besides the settled time, there are two other timing intervals involved in variable speed control. These are the initial wait and automatic reset time. The initial wait time is simply the settling time for the very first interval in building the table. As such, it only occurs once just after the instrument is reset or powered on. The initial wait is typical h longer than the settled time.

The automatic reset time is not directly related to variable speed control.
Instead. it is simply a background timer which upon time out at step 104 initiates an automatic reset of the controller. This causes the speed table to be rebuilt. The automatic rest serves several purposes as described earlier.

Referring now to figure 7, a process flow for controlling an on/off type pump is shown generally by numeral 170. In this case, the micro-controller 58 may send a signal to the digital-to-analog converter 67 one of two signals, namely, a value corresponding to a pump-off signal or a value corresponding to a pump-on signal. Alternatively, a relay 67' may be provided which turns the pump 12 on or off. The process is divided into four steps, namely, establish flow 172, regulate flow 174, timing-out 176 and shut-in 178.
It is to be noted that each step is associated with a single control parameter which directs the process of that step. A default setting is assigned to each control parameter. However, these parameters may be easily changed via the external computer 20. The parameters associated with these steps are establish flow period, regulate flow cutoff point, timing-out period and shut-in period. Generally, these parameters are set at a default value of 15 minutes, 25%, 1 minute and 30 minutes, respectively.

The establish flow step 172 starts the pump and settles into an interval of time called the establish flow period 173. This establish flow period is indicative of a flow of the current state of the well. For example, this interval generally covers the time required for oil to make its way to the surface and past the probes. Although flow samples are obtained by the controller during this period, output signals to control the pump are not provided during the establish flow period. Once the establish flow period has expired at step 173, the process moves onto the regulate flow step 174.

In the regulate flow period 174, an ongoing flow sample is combined into a rolling average called the rolling flow average as described earlier. However in this case. a rolling flow average is compared against a regulated flow cutoff point 175. If the rolling flow average remains above the cutoff point, a process control cycle remains at this step. However, should the rolling flow average drop below the regulated flow cutoff point, this signals a pumpoff has occurred and the process moves on to the liming-out step 176.

In the time out step 176, a short period called the time out period is provided to confirm whether or not the well has actually pumped off. This avoids instances where trapped gas pockets are within the line or short segments of dry pumping have occurred. During timing out, the ongoing rolling flow average continues to be compared against the regulated flow cutoff point 177. If the rolling average moves back above the cutoff point before timing out period expires, then the process moves back to the regulate flow step 174.
Otherwise, at the end of the timing out period, the process moves to the next step which is the shut-in step 178.

In the shut-in step 178, the pump is stopped and the well enters an idle state allowing time for the well bore to be refilled from the surrounding formation. The length of time the well remains idle is determined by the shut in period. Once the shut in period expires, the process control begins at the establish flow step 172.

While the invention has been described in connection with a specific embodiment thereof and in a specific use, various modifications thereof will occur to those skilled in 10 the art without departing from the spirit of the invention as set out in the claims.

The terms and expressions which have been employed in the specification are used as terms of description and not of limitations, there is no intention in the use of such terms and expressions to exclude any equivalents of the features shown and described or portions thereof, but it is recognized that various modifications are possible within the 15 scope of the invention as set out in the claims.

Claims

We Claim:

1. A method for controlling production flow in a well using a controller, said method comprising:
a. receiving a signal indicative of a production flow associated with said well;
b. providing a speed control signal to control a speed of a pump to operate said pump to establish said production flow from said well;
c. monitoring said production flow for a change in said production flow during operation of said pump; and d. varying said speed control signal to change said speed of said pump by reference to said change during continued operation of said pump.

2. A method as defined in claim 1, said change in production flow being determined by comparing a current production flow to a previous production flow during said operation of said pump.

3. A method as defined in claim 1, said varying including the step of increasing said pump speed if said change in said monitored production flow is an increase.

4. A method as defined in claim 3, said speed being increased by user defined increments.

5. A method as defined in claim 1, said varying including the step of decreasing said speed if said change in said production flow is a decrease.

6. A method as defined in claim 5, said speed being decreased by user defined increments.

7. A method as defined in claim 5, said speed being decreased to a selected lower speed.

8. A method as defined in claim 7, said lower speed being selected by searching a history of pump speeds and corresponding flows for a lowest pump speed having a corresponding flow above a current monitored production flow for said well.

9. A method as defined in claim 8, said history being maintained in a table having rows of said pump speeds and corresponding values indicative of said flows.

10. A method as defined in claim 9, including said values indicative of flow as a rolling average of successive flows.

11. A control apparatus for a well, comprising:
a. an input for receiving a signal indicative of a production flow associated with said well;
b. a circuit for:
i. providing a speed control signal to a pump to control a speed of a pump to operate said pump to establish said production flow from said well;
ii. monitoring said production flow during operation of said pump; and iii. varying said speed control signal to change said speed if a change in said monitored production flow occurs during continued operation of said pump.

12. A control apparatus as defined in claim 11, said circuit including comparing a current production flow to a previous production flow during said operation and providing a signal to either a. increase said speed if said current flow exceeds said previous flow; or b. decrease said speed if said current flow is less than said previous flow.

13. A control apparatus as defined in claim 12, said circuit sampling said production flow at predetermined intervals to produce sampled production flows.

14. A control apparatus as defined in claim 12, said circuit computing a rolling average of said sampled production flows.

15. A control apparatus as defined in claim 14, said rolling flow averages being determined from at least two values.

16. A control apparatus as defined in claim 14, memory for storing said sampled production flows.

17. A control apparatus as defined in claim 16, said memory storing values indicative of pump speeds at said sampled production flows.

18. A control apparatus as defined in claim 15, said circuit is a processor.

19. A control apparatus as defined in claim 11, said speed being either increased by user defined increments or decreased by user defined increments.

20. A control apparatus as defined in claim 11, said received signal indicative of a production flow being provided by a sensor mounted in the well bore.

21. A control apparatus as defined in any one of claims 20 said sensor is a thermal dispersion sensor.

22. A method for controlling a variable speed pump to control production flow using a controller, comprising the steps of:
a. setting a pump speed;
b. monitoring a production flow; and c. comparing a current monitored production flow to a previously monitored production flow following said setting of said pump speed and either i. decrementing said pump speed by a user defined increment, if said current monitored production flow is less than said previously monitored production flow; or ii. incrementing said pump speed if said current flow is greater than said previously monitored production flow.

23. A method as defined in claim 22, including the step of compiling a table of said monitored production flows versus corresponding pump speeds.

24. A method as defined in claim 22, in including computing a rolling average of said table of monitored production flows, and thereafter using said rolling average flow as said current flow in said comparing step.

25. A method as defined in claim 25, said flow being determined by a thermal dispersion sensor.

26. A system for controlling a plurality of variable speed pumps to control production flow, said system comprising:
a. an interface for receiving flow signals and pump speeds from each of a plurality of wells; and b. a processor coupled to said interface for:

i. providing a speed control signal to a respective ones of said pumps to control a speed of said respective pumps;
ii. monitoring for a change in said production flow for each said wells during operation of said pumps; and iii. varying said speed control signal to respective ones of said pumps to change said speed of said respective pumps by reference to said change during continued operation of said pumps.

27. A system as defined in claim 26, said processor decreasing said speed of said respective pumps if said flow decreases.

28. A system as defined in claim 27, said speed being decreased to a selected lower speed.

29. A method for using a controller to control a speed of a pump of operating in a well to control production flow, comprising the steps of:
a. monitoring a production flow rate of fluids produced from the well to detect changes in said production flow rate;
b. controlling the speed of the pump with reference to the production flow rate by increasing the speed of the pump by user configurable increments when the production flow rate is increasing and decreasing the speed of the pump by said user configurable increments when the production flow rate is declining.

30. An apparatus for controlling a speed of a pump operating in a well to control production flow, comprising:
a. a controller;
b. a sensor in communication with the controller, the sensor monitoring a production flow rate of fluids produced from the well and providing production flow rate data to the controller;
c. a pump speed control device in communication with the pump and in communication with the controller, the controller sending signals to the pump speed control device to increase the speed of the pump by user configurable increments when the production flow rate data from the sensor indicates that the production flow rate is rising and decrease the speed of the pump by user configurable increments when production flow rate data from the sensor indicates that the production flow rate is declining.

31. A method for controlling production flow in a well using a controller, said method comprising:
a. receiving a signal indicative of a production flow associated with said well;
b. providing a speed control signal to control a speed of a pump to operate said pump to establish said production flow from said well;
c. monitoring said production flow for a change in said production flow during operation of said pump, said change in production flow being determined by comparing a current production flow to a previous production flow during said operation of said pump; and d. varying said speed control signal to change said speed of said pump by reference to said change during continued operation of said pump.