System for operational monitoring of a machine

• US 4,559,828 A
• Filed: 06/26/1984
• Issued: 12/24/1985
• Est. Priority Date: 07/01/1983
• Status: Expired due to Fees

• Current Assignee: Ludwik J. Liszka
• Original Assignee: Ludwik J. Liszka
• Inventors: Liszka, Ludwik J.
• Primary Examiner(s): Kreitman, Stephen A.
• Application Number:
  US06/624,593
• Time in Patent Office: 546 Days
• Field of Search: 73/587, 73/593, 73/658, 73/659, 73/660, 340/683, 340/870.28, 340/870.07
• US Class Current: 73/658
• CPC Class Codes: G07C 3/00 Registering or indicating the condition or the working of machines or other apparatus, other than vehicles

Abstract

In a system for monitoring the condition of a machine by vibration analysis, including at least one vibration sensor in operative contact with the machine for sensing machine vibrations, and for providing a vibration signal at its output, a sampling device connected to the output of the vibration sensor for sampling, amplifying and digitizing the signal obtained from the vibration sensor, a frequency analyzer arranged to receive the sampled and digitized signal from the sampling device, and a pattern recognizer coupled to the frequency analyzer for detection of any abnormal frequency spectra, the improvement includes a data processing unit adapted to store control programs, which in turn is connected to the vibration sensor, and includes a microcomputer inclusive of a random access memory, for obtaining vibration data from the sensor, and for storing the vibration data in the form of a time series in the memory, a central monitor remote from the data processing unit adapted to store another program therein, including a computer connected to the frequency analyzer, and providing for monitoring and further processing of the time series, a control unit connected to the monitor, and a communication link connecting the data processing unit and the monitor for periodic transmission of the time series from the memory in the microcomputer to the frequency analyzer, and for transferring the other program from the monitor back to the data processing unit, the control unit also providing for control of the sampling device.

Claims

1. In a system adapted for monitoring the condition of a machine by vibration analysis, and wherein the machine has a characteristic frequency spectrum when operating normally, said system including at least one vibration sensor in operative contact with said machine for sensing machine vibrations, and providing a vibration signal at its output, sampling means connected to the output of said vibration sensor, said sampling means including an amplifier, a low pass filter postcoupled to said amplifier, and an A/D converter postcoupled to said filter for sampling, amplifying and digitizing the signal obtained from said vibration sensor, separate frequency analysis means arranged to receive the sampled and digitized signal from said sampling means for frequency analysis thereof, and pattern recognition means coupled to said frequency analysis means for detection of any abnormal frequency spectra corresponding to abnormal machine operation, the improvement comprising

local data processing means near said machine adapted to store programs for the control thereof, being connected to said vibration sensor, and including a microcomputer inclusive of a random access memory, being arranged for obtaining vibration data from said sensor, and for storing said vibration data in the form of a time series in said memory, said local data processing means also including said sampling means,

central monitoring means remote from said local data processing means adapted to store another program therein, and providing for monitoring and further processing of said time series, said central monitoring means including computer means, as well as said frequency analysis means, and said pattern recognition means, said computer means being connected to said frequency analysis means,

control means connected to said central monitoring means, and

a two-way communication link connecting said local data processing means and said central monitoring means

for periodic transmission of said time series from said memory in said microcomputer of said local data processing means in one direction to said frequency analysis means in said central monitoring means, and

for transferring said other program from said central monitoring means back to said local data processing means in a direction opposite to said one direction,

said control means providing for control of said amplifier, of said low pass filter, and of said A/D converter, through said communication link,

whereby transmission of said time series from said local data processing means to said central monitoring means can be matched to reception conditions prevailing at said central monitoring means.

2. A system as defined in claim 1, wherein said communications means includes a telephone line.

3. A system as defined in claim 1, further comprising additional vibration sensors, and respective charge amplifiers postcoupled to said vibration sensors, each charge amplifier being connected to said A/D converter.

4. A system as defined in claim 1, wherein said communication means include fault detection means for detecting any error in said time series, and means for repeating transmission of said time series in the event of said error being detected by said detection means.

5. A system as defined in claim 1, wherein said communication means include means adapted to transmit test programs for checking the operation of said data processing means.

6. A system as defined in claim 1, wherein said pattern recognition means includes generating means for generating a reference class of frequency spectra during normal operation of said machine, and for calculating for any new frequency spectrum operatively obtained from said machine the probability that said new frequency spectrum belongs to a class different from any frequency spectrum in said reference class, whereby an abnormal machine condition is detected upon said probability exceeding a predetermined limit.