Fuzzy control apparatus generating a plurality of membership functions for determining a drive condition of an electric vacuum cleaner

• US 5,216,777 A
• Filed: 11/22/1991
• Issued: 06/08/1993
• Est. Priority Date: 11/26/1990
• Status: Expired due to Term

• Current Assignee: Matsushita Electric Industrial Company Limited (Panasonic Holdings Corporation)
• Original Assignee: Matsushita Electric Industrial Company Limited (Panasonic Holdings Corporation)
• Inventors: Imai, Hidetoshi, Matsuyo, Tadashi, Moro, Masaru, Yamaguchi, Seiji, Abe, Shuji
• Primary Examiner(s): Fleming, Michael R.
• Assistant Examiner(s): Tryon, Jodi E.
• Application Number:
  US07/796,400
• Time in Patent Office: 564 Days
• Field of Search: 395/900, 395/61, 15/319
• US Class Current: 15/319
• CPC Class Codes: A47L 9/2805 Parameters or conditions being sensed
• CPC Class Codes: A47L 9/281 the amount or condition of incoming dirt or dust
• CPC Class Codes: A47L 9/2842 Suction motors or blowers
• CPC Class Codes: G05B 13/0275 using fuzzy logic only
• CPC Class Codes: G06N 7/04 Physical realisation
• CPC Class Codes: Y10S 706/90 Fuzzy logic

Abstract

A control apparatus of an electrical appliance comprising a sensor for detecting a physical amount; and a fuzzy inferring device for determining the drive condition of a load by fuzzy inference based on a signal outputted from the sensor, and wherein the sensor has at least one normalized membership function to be used by fuzzy inference and achieves a plurality of membership functions which can be expressed by congruent curves by performing a predetermined subtraction or an addition on the signal outputted from the sensor.

Claims

1. An electric vacuum cleaner including a suction channel, said electric vacuum cleaner comprising:

a fan motor for generating suction force to draw dust particles through said suction channel;

dust detecting means for detecting dust particles passing through said suction channel and for generating a signal responsive to the quantity of dust particles;

dust counting means for counting each generation of said signal by said dust detecting means in a given interval and for generating a further signal based upon said count;

fuzzy inferring means for processing said further signal and a normalized membership function in order to generate a plurality of membership functions, each of said plurality of membership functions having a curvature substantially identical to the said normalized membership function, said fuzzy estimation means further including means for determining a drive condition based upon said plurality of membership functions; and

power control means for controlling the fan motor in accordance with the drive condition determined by the fuzzy estimation means.

2. An electric vacuum cleaner as defined in claim 1, wherein said plurality of membership functions each includes a curve symmetrical with respect to a given point which is determined by performing a predetermined subtraction or addition on said signal generated by said dust detecting means.

3. An electric vacuum cleaner as defined in claim 1, wherein said plurality of membership functions each have a different rate of change which is determined by performing a predetermined multiplication on said signal generated by said dust detecting means.