Title :
Research on the method of detecting ultrasonic bonding fault
Author :
Yuanxun Zheng ; Zhili Long ; Chunfeng Li ; Jianguo Zhang ; Zhiyong Pan
Author_Institution :
Shenzhen Grad. Sch., Harbin Inst. of Technol., Shenzhen, China
Abstract :
This paper proposes a kind of way to detect ultrasonic bonding without wire according to the method existed. Collect the electrical signal of the ultrasonic transducer through the chip named STM32 without using other sensor. Through the statistical method, it builds the model of the noise according to the detection system. It proposes a method which is basing on Kalman filter to find out the threshold of the feature, which is in order to improve the adaptability of system. Finally, it prove the feasibility of this method through a large number of experiments.
Keywords :
Kalman filters; condition monitoring; fault diagnosis; production engineering computing; statistical analysis; ultrasonic bonding; ultrasonic transducers; Kalman filters; STM32 chip; fault detection; feature threshold; statistical method; ultrasonic bonding; ultrasonic transducers; Acoustics; Bonding; Impedance; Mathematical model; Probability distribution; Transducers; Wires; thread break detection; ultrasonic bonding; ultrasonic power;
Conference_Titel :
Mechatronics and Automation (ICMA), 2014 IEEE International Conference on
Conference_Location :
Tianjin
Print_ISBN :
978-1-4799-3978-7
DOI :
10.1109/ICMA.2014.6885904