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Dimension-Reduced Analog-Digital Mixed Measurement Method of Inductive Proximity Sensor
Yi-Xin Guo1, Zhi-Biao Shao2, Hui-Bin Tao3
1The School of Electronic and Information Engineering, Xi'an Jiaotong University, No.28, Xianning West Road, Xi'an 710049, China. macray@126.com.
This study introduces a dimension-reduced method for inductive proximity sensors (IPSs) to eliminate temperature drift in displacement measurements. The new approach significantly reduces lookup table size and improves accuracy compared to existing methods.
Area of Science:
- Metrology
- Sensor Technology
- Instrumentation
Background:
- Inductive proximity sensors (IPSs) are crucial for non-contact displacement measurement in industries like aerospace.
- Temperature drift in IPSs affects measurement accuracy, necessitating compensation techniques.
- Existing methods, such as 2D look-up tables, have limitations including large data capacity and dependency on precise parameter measurement.
Purpose of the Study:
- To develop a dimension-reduced measurement method for IPSs that overcomes the limitations of existing temperature compensation techniques.
- To improve the efficiency and accuracy of displacement measurements performed by inductive proximity sensors under varying temperatures.
Main Methods:
- Examined the nonlinear relationship between IPS sensing core response and ambient temperature.
- Proposed a dimension-reduced method using linear approximation of response curves at two temperatures.
- Developed calibration procedures for direct look-up table construction, avoiding precise sensing core parameter measurement.
Main Results:
- Achieved a lookup table capacity reduction to less than 0.37% of the 2D look-up table.
- Extended the measurement range from 0-5 mm to 0-7 mm.
- Improved measurement accuracy by over 0.1 mm (50% at 5 mm) compared to the 2D look-up table method across a temperature range of 20°C to 110°C.
Conclusions:
- The proposed dimension-reduced method effectively eliminates temperature drift influence on IPS displacement measurements.
- This novel approach offers significant improvements in lookup table capacity, accuracy, and measurement range.
- The method provides a more efficient and accurate solution for industrial displacement sensing applications.
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