Title :
Research on soft measurement algorithm of torque measurement in transmission system
Author :
Lu, Xiuchun ; Yan, Xiaoliang ; Jin, Herong
Author_Institution :
Coll. of Mech. Eng., Yanshan Univ. Qinhuangdao, Qinhuangdao, China
Abstract :
A dynamic torque testing method based on computer system is put forward in this article, which adopts non-contact measurement and associates with virtual instrument technology to do high speed sampling of two-way sine signals to acquire two sets of discrete data. Cross-correlation principle is applied to treat these data to solve phase spectrum of cross correlation function. Finally torsion angle can be gotten to realize measurement of torque by acquisition of phase difference of measurand signals. This measuring method emphasize software algorithm, adopt information processing technique and simplify complex hardware circuit. Measurement result is more accurate by application of software algorithm to eliminate influence of temperature drift, acoustic noise and interfering signal. The key problem of using correlation method to measure phase lies with complete alternation sampling. When signal frequency changes, value of sample frequency should be rectified timely. For this reason, a late-model generalized predictive algorithm is inducted, which is generalized predictive adapting optimization algorithm with time-varying forgetting factor recursive least squares - recursive extended least squares (RLS - RELS) performance criteria weighted. By on-line recursion to estimate parameters, the algorithm speeds up the computing speed of system, avoid matrix calculation, increase efficiency and accuracy and enhance robustness. Frequency tracing based on this algorithm can realize whole period sampling of effective signal.
Keywords :
correlation methods; least squares approximations; measurement systems; optimisation; recursive estimation; signal sampling; torque measurement; virtual instrumentation; acoustic noise; cross-correlation principle; dynamic torque testing method; frequency tracing; generalized predictive adapting optimization algorithm; hardware circuit; high speed sampling; information processing technique; noncontact measurement; phase measurement; recursive extended least squares algorithm; soft measurement algorithm; temperature drift; torque measurement; transmission system; two-way sine signal sampling; virtual instrument technology; Acoustic measurements; Frequency; Least squares methods; Phase measurement; Prediction algorithms; Sampling methods; Software algorithms; Software measurement; System testing; Torque measurement; Frequency tracing; Generalized prediction; Non-contact torque measurement; Virtual instrument;
Conference_Titel :
Electronic Measurement & Instruments, 2009. ICEMI '09. 9th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-3863-1
Electronic_ISBN :
978-1-4244-3864-8
DOI :
10.1109/ICEMI.2009.5274305