3 results about "Job production" patented technology

This invention provides a flexible production line control method and system based on a large vertical domain model. The method includes: constructing a pruning index combining temporal stability and spatial similarity for the original large vertical domain model to evaluate the redundancy of the activation tensors in the intermediate layers, and performing structured pruning accordingly to obtain a sparse structure model; performing mixed-precision quantization on the pruned model: allocating quantization bits according to the sensitivity of each network layer weight to task loss, and calculating scaling factors and zeros based on the range of non-zero weights to represent sparse weights; calculating the output deviation between the quantized pruned model and the original model under the same input, and training a feedforward network with the former's output as input to fit and compensate for the output deviation; combining the quantized pruned model and the feedforward network to form a composite control model; after deployment, adding the output command of the quantized pruned model to the compensation vector during inference to generate control commands.

The logistics packaging box intelligent welding device comprises a supporting base, a rotating frame capable of rotating around a horizontal shaft is installed on the supporting base through a bearing, a chain conveying mechanism is arranged below the rotating frame, and turnover mechanisms are installed at the upper end and the lower end of the rotating frame correspondingly; the output end of the turnover mechanism is connected with a working frame, and a plurality of groups of clamping mechanisms are mounted on the working frame; welding protective covers are slidably mounted at the upper end and the lower end of the rotating frame correspondingly, and a driving mechanism is mounted on the side portion of the rotating frame and used for driving the two welding protective covers to move synchronously. According to the intelligent welding device for the logistics packaging box, the chain conveying mechanism, the jacking module, the clamping mechanism, the turnover mechanism, the suction assembly and other functional units are integrated, automatic material feeding, precise positioning, stable clamping and posture turnover to welding smoke treatment are completed, alternate continuous operation of an upper station and a lower station can be achieved, and the production efficiency is high.

The invention discloses a printing work order production control method, and relates to the field of printing manufacturing, and the method comprises the steps: obtaining the technical specification characteristic parameters of a printing work order through a set algorithm; according to the technical specification characteristic parameters of all the printing work orders, the printing work orders are grouped according to a set grouping rule; the production sequence of the grouped printing work orders is optimized according to a set printing work order sorting method, and an optimized production plan instruction is issued to a machine terminal; receiving real-time work reporting information fed back by the station terminal, and dynamically updating the production progress and state of the printing work order; according to the invention, technical specifications of printing work orders can be automatically extracted and intelligently grouped and sequenced, non-production time is effectively reduced on the premise of ensuring delivery time, emergency order insertion and dynamic adjustment of production plans are supported, automatic issuing and execution tracking of plan instructions are supported, the work orders can directly reach a machine terminal and real-time work report feedback is realized, and production efficiency is improved. And the accuracy and transparency of production execution are improved.