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135results about How to "Improve system robustness" patented technology

Digital twin intelligent monitoring system for unmanned fully mechanized coal mining face of mine

The invention discloses a digital twin intelligent monitoring system and method for an unmanned fully mechanized coal mining face of a mine. The system for realizing the method is composed of a physical entity, a digital twin body, an intelligent gateway, a cloud server, a cloud database, a 5G base station, a machine vision device, a communication interface, a network switch and a video terminal.According to the method, a digital twin model is constructed, and perception analysis, analogue simulation, iterative optimization and decision control are carried out by using a convolutional networkdeep learning algorithm based on a three-dimensional visual virtual scene; real-time monitoring, intelligent sensing, accurate positioning and health prediction of the remote physical space mine unmanned fully mechanized coal mining face are achieved through the virtual space digital twin unmanned fully mechanized coal mining face based on data twinning and data driving. The problems of non-uniform communication interfaces, weak equipment integration capability, poor video monitoring image processing real-time performance and the like of the existing monitoring system are solved, and the real-time performance, the accuracy and the robustness of the intelligent monitoring system for the unmanned fully mechanized coal mining face of the mine are improved.
Owner:CHINA UNIV OF MINING & TECH (BEIJING)

Cutter wear condition monitoring method based on machine learning

The invention belongs to the technical fields of accessories and auxiliary devices of milling machines, and discloses a cutter wear condition monitoring method based on machine learning. The cutter wear condition monitoring method uses cutting force and vibration signals as the cutter condition monitoring information, is multi-feature fusion cutter wear condition monitoring and prediction method,achieves effective monitoring of milling cutter states, and meanwhile, provides the basic data source and monitoring and prediction modules for a cutting milling database. The recognition accuracy ishigher whether the cutting force or the vibration signals conduct feature fusion, and the extraction feature of the feeding direction has higher recognition accuracy than that of other directions; andcompared with all extraction features and selected partial feature recognition accuracy, a correlation selection method playing the role of reducing dimension can improve the accuracy of classification and the robustness of the system, and an important role in the cutter monitoring system is played, regression analyzing is conducted on the cutter wear through neural network, a cutter wear monitoring model is established, and the particle swarm optimization algorithm is used to improve the performance and manifestation of the neural network.
Owner:BEIJING INSTITUTE OF TECHNOLOGYGY

Computer-implemented system and method providing a decentralised protocol for the recovery of cryptographic assets

A computer-implemented method is described for enabling recovery of one or more digital assets held on a blockchain by a user under a public key Pk after a corresponding private key Sk for accessing the one or more digital assets is lost. The computer implemented method comprises setting access for the one or more digital assets held on the blockchain under the public key Pk and accessible using the corresponding private key Sk of the user such that the one or more digital assets are also accessible using a private key x shared by a congress on the blockchain network, the congress comprising a group of users on the blockchain network, each member of the congress having a private key share xi, the private key share xi to be used in a threshold signature scheme in which at least a threshold of private key shares must be used to generate a valid signature through the combination of partial signatures of the congress to access the one or more digital assets on behalf of the user. If the private key Sk is lost then the congress can be notified to access the one or more digital assets on behalf of the user, the user proving their identity to the congress by providing a recovery password.
Owner:NCHAIN LICENSING AG
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