Research Article

Sensor Fault Diagnosis Based on Fuzzy Neural Petri Net

Table 3

Petri net library of fault events.

CodeMeaningCodeMeaningCodeMeaning

Excessively high supply voltageThe design of the strain gauge does not accord with Saint Venant’s PrincipleThe maximum stress point lies outside the strain region
Lightning strokeElastic components are affected by contact stressInherent linear difference of the hardware
“Surge voltage” caused by unstable supply voltageRelatively large shearing strength generated on the surface of elastic componentsUneven strain distribution
Broken output leadPoor heat dissipation of the resistance wire after being powered onViscous flow of elastic components
Insufficient soldering of cableExcessively high temperatureThermoelastic effect of elastic components
Disconnected wirePoor welding qualityPoor contact of the resistance strain gauge
Excessively large impact during weighingAging of the strain adhesiveNo signal output or small signal output after loading
Broken cableResistance strain gauge burnoutUnstable indication instrument
Humid environmentZero-differential circuit outputSlow decline in insulation resistance value
The charged nitrogen is not driedIncorrect direction of adherence of the resistance strain gaugeDeformation or damage to the seal membrane
Overloaded weighingBroken bridge resistance or compensating resistanceUnstable compensating resistance
Loading impactDamaged circuit insulationOverheated grid
Excessively long compensating resistance wireBroken gate of the output-adjusting resistanceHysteresis error
Air bubble resistance caused by the adherence of strain gaugeOutput with interference signalExcessively large non-linear deviation
Irrational design of contact between elastic components and the pushing feltProtective agent affected by dampnessRelatively large creep error
Excessively large friction coefficient of the cushionPlastic deformation of the strain gaugeBridge circuit fault
Aging of the welding process of the strain gaugedeformation of the compensating consistencyUnstable zero output
Reduced sensitivity of the strain gaugeNo aging treatment of the compensating consistency wireExcessively large drifting of zero temperature
Irrational design of elastic components“Hot spot effect”Excessively large measuring error
Irrational design of flexible isolationRecovery of deformation of the retardant elastic componentsWeighing sensor fault
Serious aging of the grip zoneExcessively large sensitivity of diaphragm shunting