工業技術研究院

技術簡介

建立傳動機構組件振動感知能力，藉由振動訊號收集，結合自編碼器(Autoencoder)技術，可縮減訊號維度5倍以上且保持高維度特徵，訊號誤差小於3％，及診斷傳動機構2種故障.

Abstract

Establish the vibration ability of transmission mechanism components. By collecting vibration signals, combined with Autoencoder technology, the signal dimension can be reduced by more than 5 times and the high-dimensional characteristics, the signal error is less than 3％, and the transmission mechanism is diagnosed for 2 types of faults

技術規格

針對齒輪減速機於入力及出力軸安裝振動感測器，提供無線通訊式加速規，規格：±8g以內、 取樣速率：5kHz＠16bits以內，齒輪異常監測可鑑別齒輪斷齒及磨耗兩種故障。

Technical Specification

For the gear reducer, vibration sensors are installed on the input and output shafts, and wireless communication accelerometers are provided. Specifications: within ±8g, sampling rate: within 5kHz＠16bits, gear abnormality monitoring can identify two types of gear broken and gear wear.

技術特色

模組化之軟硬體架構且成本低於市面產品

應用範圍

可提供２次開發之API診斷演算法

接受技術者具備基礎建議（設備）

無線振動感測器、資料擷取模組等

接受技術者具備基礎建議（專業）

1.具機械背景與振動訊號相關領域 2.程式撰寫及人機開發 3.軟硬體系統整合

聯絡資訊