The invention discloses an
inclinometer data processing and analyzing method based on
magnet ring-
encoder collaborative calibration, and relates to the technical field of
geotechnical engineering safety monitoring. A magnetic ring is arranged in the
inclinometer tube, a reference depth sequence is established, and an
encoder distance measurement model is initialized; in the probe lowering process, the
measured depth and the reference depth are compared in real time by triggering the magnetic ring, the
distance measurement coefficient is dynamically corrected, a depth partition
distance measurement factor is generated, and intelligent diagnosis of the health state of the magnetic ring is synchronously achieved; a
machine learning error prediction model is introduced, future distance measurement errors are predicted according to the characteristics of environment temperature and accumulative operation duration, feedforward compensation is carried out on distance measurement factors, anti-drift distance measurement factors are generated to control a probe to carry out forward and reverse inclination angle collection, and forward and reverse inclination angle data are fused to obtain a distance measurement result. And calculating the horizontal displacement of each depth point by combining the anti-drifting
ranging factor and adopting a segmented accumulation
algorithm, and outputting a monitoring result. According to the invention, the precision, long-term stability and
system reliability of depth positioning and displacement calculation are effectively improved.