title: Рисунок 5: Вейвлет-разложение сигнала вибрации
text: Namangan Institute of Engineering and Technology
  nammti.uz
  10.25.2023
  Pg.402
  ALGORITHMS FOR DIAGNOSING ASYNCHRONOUS MACHINES USING VIBRATION SIGNALS
  Sh.S.Djuraev, A.A.Khoshimov
  Namangan Institute of Engineering and Technology
  Abstract: This article delves into the utilization of various algorithms to diagnose faults in
  asynchronous machines through the analysis of vibration signals. Predictive maintenance, driven by
  these
  algorithms, offers industries the advantage of timely fault detection,
  ensuring efficient
  machine operation and longevity.
  Introduction. Asynchronous machines,
  or induction motors, are pivotal in many industrial
  applications. Their health and efficiency directly impact the production line.
  Traditionally, visual
  inspections and manual tests were conducted to diagnose faults. However, the advent of
  technology has enabled the use of vibration signals as a more precise method. This article explores
  the key algorithms that aid in this diagnostic process.