The invention discloses a workpiece quality
online analysis and production decision optimization model, and belongs to the field of industrial production management, and the model comprises a spectrum generation module which is used for generating a one-dimensional process
energy density spectrum on line, and the process
energy density spectrum is formed by dynamically distributing weights for a plurality of
process control variables and carrying out nonlinear superposition; the factor construction module is used for calculating a stable factor of each production takt point based on the process
energy density spectrum so as to construct a takt characteristic field; the
stability factor is determined according to the deviation degree of the
current spectrum value relative to the target reference, the spectrum value change gradient of the adjacent beat points and the
state logic values of the downstream buffer area and the downstream process; and the instruction splitting module is used for splitting the optimization decision instruction into a plurality of decision
quantum packets. Accurate
adaptation of the decision instruction and the production takt and
dynamic resource allocation can be achieved, resource waste caused by a traditional fixed process is avoided, the utilization efficiency of production resources such as equipment and materials is improved, the production cost is reduced, and the flexibility of production management and control is enhanced.