A Neural Network-Based Refrigeration Compressor Measurement and Control System and Measurement and Control Method

Abstract

The invention discloses a neural network-based refrigeration compressor measurement and control system, comprising: a test task management module for generating task data; a neural network prediction module predicting the start-stop state of the test equipment and the output percentage of the PID adjustment table through the neural network; The test task execution module is used to start and stop the test equipment and adjust the opening of the test equipment; the data management module is used to store test data and test result data and neural network; the neural network training module uses the stored test data and test results data to train the neural network. The invention also discloses an intelligent measurement and control method for refrigeration compressors with versatility and applicability, which makes the fully automatic measurement and control process more accurate as it is used, can greatly improve the testing efficiency and accuracy of refrigeration compressors, and reduce the Electricity consumption during the compressor test.

Description

technical field [0001] The invention relates to the field of measurement and control of refrigeration compressors, in particular to a neural network-based measurement and control system and method for refrigeration compressors. Background technique [0002] In recent years, with the "Internet +" plan proposed by the country, technologies such as the Internet, big data, and the Internet of Things have gradually been closely integrated with modern manufacturing industries, and research on deep learning neural networks has made great progress. In pattern recognition, intelligent robots, Automatic control, predictive estimation, medicine, economics and other fields have successfully solved many practical problems that modern computers are difficult to solve, showing good intelligence characteristics. [0003] The refrigeration compressor is the core component of the refrigeration system. The capacity of the refrigeration compressor determines the capacity of the refrigeration sy...

AI Technical Summary

Problems solved by technology

However, since the refrigeration compressor is a component of the refrigeration system, the measurement and control system for its performance test is relatively complicated. The traditional energy consumption measurement and control technology requires manual intervention by the tester during the process of working condition adjustment, and requires the tester to have a considerable degree. Manual adjustment experience often results in a long test cycle and a large waste of electric energy

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