Intelligent production model of industrial machinery based on block chain

Abstract

The invention discloses an intelligent production model of industrial machinery based on a block chain. The method comprises the following steps: step 1, acquiring equipment real-time information tables by using various sensors and system software, and uploading the equipment real-time information tables to a block chain node, wherein the equipment real-time information tables comprise an equipment type, a mechanical parameter, a monitoring parameter and a task state; step 2, integrating and storing the uploaded equipment real-time information tables by using a block chain technology; step 3, acquiring data from the block chain, and processing data by using a model algorithm, wherein K nearest neighbor is used to perform feature mining on big data, an Alexnet transfer learning model is used to complete health assessment and working path planning of equipment, and an adaptive genetic algorithm is used to optimize scheduling of mechanical equipment; and step 4, obtaining corresponding analysis results, wherein the analysis results comprise an equipment health assessment, an optimal scheduling scheme, a reasonable working path planning and production and manufacturing guidance. According to an intelligent production model provided by the invention, the production guidance of industrial machinery is realized, the operating cost is reduced, and the production efficiency is improved.

Description

technical field [0001] The present invention relates to the fields of blockchain and industrial machinery, in particular to an intelligent production model of industrial machinery based on blockchain. Background technique [0002] As a big developing country, my country's recent achievements in infrastructure construction have attracted worldwide attention. It was once dubbed the title of "infrastructure madman", which shows the level of our country's infrastructure construction. At present, with the rapid development of advanced technologies such as cloud computing technology, 5G communication, and deep learning, our country has the technical conditions and corresponding strength to accelerate the pace of intelligent machinery production. On November 7, 2019, XCMG and China Unicom signed a 5G smart factory and Internet of Things strategic cooperation agreement, so as to carry out technical research cooperation on deep integration in the industrial field, jointly build a bus...

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Problems solved by technology

National Invention Patent "A Blockchain Consensus Method and System Based on Deep Learning Model Training" (202010318933.0), this method introduces the excess computing power of the blockchain into the training of the deep learning model, and through the incentive mechanism of the blockchain, It enables investors to use mining machines for artificial intelligence model training, thereby solving the problem of insufficient computing power and high cost. Similarly, the patent does not detail the deep learning model, which may have certain limitations in practical applications

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