The invention discloses a building
machine hydraulic
system fault diagnosis method fusing pressure-displacement double parameters, and relates to the technical field of building
machine hydraulic
system fault diagnosis, and the method specifically comprises the steps: 1, determining the physical position and bearing function of a
machine position, configuring an independent sensor group for each machine position, determining a
collection period, and carrying out the fault diagnosis of the building machine hydraulic
system; the method comprises the following steps: step 1, collecting and preprocessing multi-dimensional parameters in real time, step 2, constructing a
noise level evaluation model, dynamically adjusting a filtering kernel function, extracting equipment-working condition
coupling features and multi-camera cooperative features in real time, and constructing a
dynamic coupling feature vector for each camera, and step 3, training an attention mechanism model based on historical fault data, calculating the similarity between the standardized core features and a fault
template library, outputting the fault confidence, judging a fault mode in combination with a threshold value determined by an ROC curve, extracting a trend index by a
sliding time window, matching a rule
library based on a mechanism and historical data, generating an auxiliary diagnosis conclusion, and performing
cross validation with a model result.