Machine tool operation rate monitoring system of cloud platform

• Main Authors: ZHU LINQUAN, CHEN ERHENG, ZHENG JIE, HE KAI, CAO HUAJUN
• Format: Patent
• Language: Chinese; English
• Published: 02.02.2021
• Subjects: ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDEDFOR ELSEWHERE; CALCULATING; CHECKING-DEVICES; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; GENERATING RANDOM NUMBERS; PHYSICS; REGISTERING OR INDICATING THE WORKING OF MACHINES; TIME OR ATTENDANCE REGISTERS; VOTING OR LOTTERY APPARATUS

The invention discloses a machine tool operation rate monitoring system of a cloud platform. The machine tool operation rate monitoring system comprises a cloud platform manufacturing big database module, a cloud platform data real-time extraction module, a power data feature extraction module, a machine tool operation state recognition module and an equipment operation rate calculation module. The cloud platform manufacturing big database module stores machine tool equipment original total power data and machine tool equipment production data. The cloud platform data real-time extraction module preprocesses the extracted original total power data of the machine tool equipment; the power data feature extraction module extracts and preprocesses machine tool equipment total power data and machine tool equipment production data from the cloud platform data real-time extraction module; the machine tool operation state recognition module imports the model weight obtained by the power data feature extraction module