Applied-voltage fuzzy control process for induction motors and device for performing it

• US 5,663,626 A
• Filed: 06/30/1995
• Issued: 09/02/1997
• Est. Priority Date: 07/01/1994
• Status: Expired due to Term

• Current Assignee: Consorzio Per Il Sistema Informativo Csi Piemonte, SGS-Thomson Microelectronics, S.R.L. (STMicroelectronics NV)
• Original Assignee: Consorzio Per Il Sistema Informativo Csi Piemonte, SGS-Thomson Microelectronics (STMicroelectronics NV)
• Inventors: D'Angelo, Giuseppe, Poluzzi, Rinaldo, Presti, Matteo Lo
• Primary Examiner(s): Sircus, Brian
• Application Number:
  US08/496,895
• Time in Patent Office: 795 Days
• Field of Search: 318/798-803, 318/807-811, 395/61, 395/81, 384/163
• US Class Current: 318/799
• CPC Class Codes: G05B 13/0275 using fuzzy logic only
• CPC Class Codes: H02P 23/0004 Control strategies in general, e.g. linear type, e.g. P, PI, PID, using robust control
• CPC Class Codes: H02P 27/06 using dc to ac converters or inverters H02P27/05 takes precedence

Abstract

The present invention relates to an applied-voltage fuzzy control process for induction motors including the following steps: measuring a speed error by comparing the current speed of an electric motor with a reference speed; generating the derivative of this speed error; measuring a power error by comparing the power supplied to the motor with a reference power; applying a fuzzy control to the speed error, to the derivative of the speed error, and to the power error so as to generate the values of a drive voltage and a power supply pulse that are suitable to drive the electric motor. The fuzzy control is divided into two sections: a first one for motor speed control and a second one for motor power control.

Claims

1. An applied voltage fuzzy control process for an electric motor comprising the steps of:

measuring a speed error by comparing a present speed of the electric motor with a reference speed;

generating a derivative of the speed error;

measuring a power error by comparing a power supplied to the electric motor with a reference power; and

applying a fuzzy control to the speed error, to the derivative of the speed error and to the power error, to generate values of a drive voltage and a power supply pulse that are suitable to drive the electric motor.

2. The process according to claim 1 wherein the step of applying a fuzzy control includes the steps of:

defining membership functions for the speed error;

defining membership functions for the derivative of the speed error;

defining membership functions for the drive voltage;

defining fuzzy rules that have an antecedent that includes the speed error and the derivative of the speed error and a consequent that includes the drive voltage;

applying measured values and the membership functions to the fuzzy rules to obtain preliminary results;

calculating related weight functions of the membership functions; and

defuzzifying the preliminary results to obtain a real value of the drive voltage.

3. The process according to claim 2 wherein the step of applying a fuzzy control also includes the steps of:

defining membership functions for a proportional value that is proportional to a ratio between the drive voltage and the power supply pulse; and

defuzzifying the preliminary results again to obtain a real value of the proportional value.

4. The process according to claim 3 wherein the step of applying a fuzzy control also includes, after the steps of defuzzifying, the step of:

multiplying the drive voltage by the proportional value to obtain the power supply pulse.

5. An applied voltage fuzzy control process for an electric motor as claimed in claim 1, wherein said power supply pulse and said drive voltage have substantially a same frequency suitable for directly driving said electric motor.

6. An applied voltage fuzzy control device for an electric motor comprising:

first comparison means for comparing a present speed of the electric motor with a reference speed to produce a speed error;

means, coupled to the first comparison means, for generating a derivative of the speed error;

second comparison means for comparing a power supplied to the electric motor with a reference power to produce a power error; and

fuzzy control means, coupled to the means for generating and to the first and second comparison means, for applying a fuzzy control to the speed error, to the derivative of the speed error, and to the power error, to generate values of a drive voltage and a power supply pulse that are suitable to drive the electric motor.

7. The device according to claim 6 wherein the fuzzy control means comprises:

means for storing membership functions for the speed error;

means for storing membership functions for the derivative of the speed error;

means for storing membership functions for the drive voltage;

means for storing fuzzy rules that have an antecedent that includes the speed error and the derivative of the speed error and a consequent that includes the drive voltage;

fuzzy inference means, coupled to the means for storing, for applying measured values and the membership functions to the fuzzy rules to obtain preliminary results;

calculation means, coupled to the means for storing the membership functions, for calculating related weight functions of the membership functions; and

defuzzification means, coupled to the fuzzy inference means, for defuzzifying the preliminary results to obtain a real value of the drive voltage.

8. The device according to claim 7 wherein the measured values include the speed error and the power error.

9. The device according to claim 6 wherein the means for generating the derivative includes an adder circuit that calculates a difference between two values of the speed error measured at different times.

10. The device according to claim 6 wherein the fuzzy control means includes a fuzzy processor.

11. The device according to claim 6 further comprising a latch circuit that retains a value of the speed error until the derivative of the speed error is calculated.

12. The device according to claim 7 further including a register that simultaneously provides values of the antecedents and the fuzzy rules to the fuzzy control means.

13. An applied voltage fuzzy control device for an electric motor as claimed in claim 6, wherein said power supply pulse and said drive voltage have substantially a same frequency suitable for directly driving said electric motor.

14. A fuzzy control device for a motor comprising:

a first comparison circuit that compares a present speed of the motor with a reference speed to produce a speed error;

a derivative circuit, coupled to the first comparison circuit, that generates a derivative of the speed error;

a second comparison circuit that compares a power supplied to the electric motor with a reference power to produce a power error; and

a fuzzy control processor, coupled to the derivative circuit and to the first and second comparison circuits, that applies a fuzzy control to the speed error, to the derivative of the speed error and to the power error, to generate values of a drive voltage and a power supply pulse that are suitable to drive the electric motor.

15. The device according to claim 14 wherein the fuzzy control circuit includes:

a first storing circuit that stores membership functions for the speed error;

a second storing circuit that stores membership functions for the derivative of the speed error;

a third storing circuit that stores membership functions for the drive voltage; and

a fourth storage circuit for storing fuzzy rules that have an antecedent that includes the speed error and the derivative of the speed error and a consequent that includes the drive voltage.

16. The device according to claim 15 wherein the fuzzy control circuit further includes:

a fuzzy inference circuit, coupled to the storing circuits, that applies measured values and the membership functions to the fuzzy rules to obtain preliminary results;

a calculation circuit, coupled to the second storing circuit, that calculates related weight functions of the membership functions; and

a defuzzification circuit, coupled to the fuzzy inference circuit, that defuzzifies the preliminary results to obtain a real value of the drive voltage.

17. The device according to claim 14 wherein the derivative circuit includes an adder circuit that calculates a difference between two values of the speed error measured at different times.

18. The device according to claim 14 wherein the fuzzy control circuit includes a fuzzy processor.

19. The device according to claim 14 further comprising a latch circuit that retains a value of the speed error until the derivative of the speed error is calculated.

20. The device according to claim 14 further including a register that simultaneously provides values of the antecedents and the fuzzy rules to the fuzzy control circuit.

21. A fuzzy control device for a motor as claimed in claim 14, wherein said power supply pulse and said drive voltage have substantially a same frequency suitable for directly driving said electric motor.

22. A process for applying fuzzy control to a motor comprising the steps of:

comparing a present speed of the motor with a reference speed to produce a speed error;

producing a derivative of the speed error;

comparing a power supplied to the motor with a reference power to calculate a power error; and

applying fuzzy control to the speed error, to the derivative of the speed error, and to the power error, to generate drive signals for the motor.

23. The process according to claim 22 wherein the step of applying includes the steps of:

defining membership functions for the speed error;

defining membership functions for the derivative of the speed error;

defining membership functions for the drive voltage; and

defining fuzzy rules that have an antecedent that includes the speed error and the derivative of the speed error and a consequent that includes the drive voltage.

24. A process for applying a fuzzy control to a motor as claimed in claim 22, wherein said drive signals have a drive voltage amplitude and frequency suitable for directly driving said motor.