Table 5: The parameter of RNN-LSTM model.
(a)

Input vector

Materials
Engineering parametersSubdivision projectMaterial nameMaterial propertiesProject implementation stageScene descriptionBuild name
Index textReinforcement engineeringReinforced templateLengthConstruction stageAccording to the designConstruction column, wall

(b)

Output vector

Quality problem nodeReinforcement processingReinforcing bar connectionInstall
Index textReinforced lengthLashingWeldingThreaded connectionAnchorage