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39 results about "Internet appliance" patented technology

An Internet appliance is a consumer device whose main function is easy access to Internet services such as WWW or e-mail. The term was popularized in the 1990s, when it somewhat overlapped in meaning with an information appliance, Internet computer, network computer, or even thin client, but now it has fallen out of general use.

Internet of Things equipment fault prediction system based on big data analysis

The invention discloses an Internet of Things equipment fault prediction system based on big data analysis, and relates to the technical field of industrial Internet of Things equipment fault prediction, and the system comprises a multi-field collaborative perception dynamic data capture module which is used for constructing an operation mode-stress state mapping matrix based on Internet equipment historical data and a physical failure knowledge base, monitoring the working condition of the equipment in real time, dynamically identifying and entering a high-risk working condition window through a lightweight time sequence clustering algorithm, and when the high-risk window is identified; by constructing the operation mode-stress state mapping matrix and combining the lightweight time sequence clustering algorithm, the method can dynamically and accurately identify that the equipment enters the high-risk working condition window, can sense the possible risk of the equipment in advance, provides a powerful early-stage guarantee for subsequent fault prediction, and at the same time, improves the efficiency of fault prediction. And the high-dimensional original data set with the space-time alignment tag is output, so that the quality and availability of the data are ensured, and a rich and reliable data basis is provided for subsequent feature extraction and analysis.
Owner:SUZHOU LIXIANGYUAN INFORMATION TECH CO LTD

Equipment state prediction method and device, equipment and readable storage medium

The invention discloses an equipment state prediction method and device, equipment and a readable storage medium, and is applied to the technical field of internet equipment management, and the method comprises the steps: determining a feature vector corresponding to each type of equipment data based on a data modal characteristic and business demand coupling principle, and carrying out the alignment of each feature vector, and obtaining an equipment state feature vector; uploading the equipment state feature vector to a server, so that the server updates an equipment state prediction model by utilizing cross-equipment group knowledge on the premise of not sharing equipment data; predicting by utilizing a latest equipment state prediction model based on the equipment state feature vector, and determining an equipment abnormal state; the latest equipment state prediction model is a model for global updating and local incremental updating of the edge node based on the server. According to the method, the information of each mode is deeply associated, global updating and local incremental updating are carried out on the model based on the server, the latest model is used for prediction, and the accuracy of state prediction is remarkably improved.
Owner:ZHEJIANG ZHONGZHIDA TECH CO LTD

Industrial internet large screen structure

The utility model discloses an industrial internet large screen structure, and relates to the technical field of industrial internet equipment. The device comprises a bottom plate, the top of the bottom plate is fixedly connected with a supporting column, the top of the supporting column is fixedly connected with a rotating mechanism, the top of the rotating mechanism is fixedly connected with a mounting frame, the rear end of the top of the mounting frame is provided with an adjusting assembly, and one side of the adjusting assembly is fixedly connected with a display screen. The direction of the display screen can be adjusted through the rotating mechanism, after the motor is started, the output end of the motor drives the first gear to rotate, and the first gear is tightly meshed with the fluted disc fixed in the inner cavity of the rotating sleeve, so that the rotating sleeve is driven to stably rotate around the supporting column, and the mounting frame and the display screen are driven to rotate at multiple angles; by means of the design, the large screen can easily meet different watching requirements in a complex industrial environment, and the screen can be rapidly rotated to the optimal display direction in different operation areas of a large production workshop.
Owner:SICHUAN JIUXIANG INFORMATION TECHNOLOGY CO LTD

An edge-computing-based industrial internet device intelligent interconnection control method and system

The application is suitable for the technical field of internet equipment, and provides an industrial internet equipment intelligent interconnection control method and system based on edge computing, acquires industrial internet equipment control basic information, and establishes an equipment basic information table through the basic information; collects own operation state parameters through the basic information table and sends the operation state parameters to an edge computing node to comprehensively judge the operation state of the internet equipment; if it is judged that the collaborative control requirement is met, the edge computing node selects a collaborative control strategy according to the judgment result, compares the equipment load with a load threshold value; when an equipment exception is detected, the control state and execution result during the exception period are synchronized to a cloud end management node, the control instruction transmission time delay and the occurrence probability of multi-equipment collaborative control conflict are effectively reduced, and the control real-time performance, stability and reliability of the industrial internet equipment in a complex operation environment are improved.
Owner:TIANJIN YIDIAN YICHUANG TECH CO LTD

Industrial internet equipment data extraction method and system

The invention relates to the technical field of Internet data processing, in particular to an industrial Internet equipment data extraction method and system, and the method comprises the steps: S1, analyzing multi-source equipment data through a full-protocol compatible layer, and outputting a standardized data stream through protocol analysis middleware and a data fusion mechanism; when the system is used, by seamlessly integrating industrial internet equipment with more than three hundreds of protocols, plug-and-play is realized, the cost of docking industrial data islands and systems is reduced, and by standardizing a data output uniform format, format fragmentation, semantic conflicts and time sequence chaos of original data are avoided, and a data circulation barrier between equipment is broken; a weak data mode is introduced through the edge computing terminal, data preprocessing, caching and mode optimization are completed, real-time screening, rapid positioning and target data extraction of high-throughput data are achieved, the rear-end computing pressure and the data integration cost are synchronously reduced, and the flexibility and efficiency of industrial data full-link processing are improved.
Owner:NANJING JIASHENG INFORMATION TECHNOLOGY CO LTD

System, apparatus, and method for controlling internet devices via a mobile device session

Methods, a system, and apparatus for managing the separation and distribution of digital controls wherein the digital content in a network system includes receiving a request from any one of control devices, host server response to control device request (and output devices), host server may either non-discriminatively or discriminatively broadcast to any of the control devices, and control device handling responses throughout home network system. The methods, system, and computer readable medium include user experience optimized application types for (optimally) separating and distributing the associated control and associated status information elements during active sessions from the host server to the control devices and output devices within a network system. Configuring a control session comprises receiving a request to execute an input / output application from a control application executing on a mobile control device Configuring the control session also includes aggregating a plurality of real-world connectable processing nodes into an application session set of processing nodes by allocating at least one function required by the input / output application for execution on each processing node in the set of processing nodes, wherein the set of processing nodes is determined based on processing requirements of the input / output application.
Owner:SOOKBOX LLC

System, method, device and storage medium for monitoring the operating state of industrial equipment

The embodiment of the application relates to the technical field of industrial internet equipment management, and discloses an industrial equipment operation state monitoring system, method, device and storage medium, the system comprises an industrial gateway, a Kafka subsystem, a storage unit and a big data analysis modeling platform, wherein the industrial gateway obtains original operation data of industrial equipment, carries out data cleaning, obtains first operation data, and transmits the first operation data to a first message node of the Kafka subsystem; the first message node transmits the first operation data to the storage unit; the big data analysis modeling platform obtains the first operation data from the first message node to execute a data monitoring task, if the first operation data is abnormal, marks the first operation data to obtain second operation data and transmits the second operation data to a second message node of the Kafka subsystem; and the second message node transmits the second operation data to the storage unit. Through the above mode, the embodiment of the application realizes real-time monitoring of the operation state of the industrial equipment.
Owner:广东省工业边缘智能创新中心有限公司

A domain name resolution method suitable for mobile target defense

ActiveCN116471594BTransmissionSecurity arrangementDomain nameInternet network
The application discloses a domain name resolution method suitable for mobile target defense, and comprises the following steps: 1) a domain name system continuous updating device random address flow; 2) an identity authentication-oriented key negotiation flow; 3) a network device identity authentication flow; 4) a network device random address obtaining flow of a communication opposite end device; and 5) a network communication flow. The method can realize convenient authentication and security protection of internet devices, and help to improve the security of next-generation internet devices on the basis of guaranteeing the security of the internet.
Owner:GUILIN UNIV OF ELECTRONIC TECH

Method and apparatus for controlling sessions from one or more devices

An apparatus and mechanism to manage multi-modal real-time or quasi real-time sessions such as voice, video, instant messaging, or web-conferencing across multiple devices through a simple subscription to a session management service. A user can subscribe to the service from many devices (e.g. mobile device, desk phone, personal computer, internet appliance, internet TV, communication terminal, etc.) and through the service seamlessly move sessions back and forth between subscribed devices. In a preferred embodiment, a user utilizes a “virtual slider” in a simple “two touch” procedure to effectuate the movement of a communication session from one device to another device via the service.
Owner:RINGCENTRAL INC

An internet device access authentication method for network security

The application relates to the technical field of device access authentication, and particularly discloses an internet device access authentication method for network security, which comprises the following steps: step S1: obtaining the type of a device to be accessed, associating historical access data of the device and historical traffic data of devices of the same type, and establishing a device behavior baseline; step S2: comparing the difference between the current access location and time of the device and a historical distribution map in combination with the geographical location of an enterprise, calculating an access location deviation value and an access time deviation value; based on the historical traffic fluctuation law of similar devices, the current traffic is evaluated for deviation from the expected value, and a traffic deviation value is generated; and step S3: comprehensively calculating a comprehensive risk value from the three deviation values, and matching an authentication strategy according to the risk level; the application balances safety and efficiency by quantifying behavior anomalies, and is suitable for massive device scenarios such as the Internet of Things.
Owner:JIANGSU YUEDA NETWORK TECH CO LTD

Industrial internet equipment anomaly detection method and system

The invention belongs to the technical field of industrial internet equipment anomaly detection, and particularly relates to an industrial internet equipment anomaly detection method and system, and the method comprises the steps: obtaining equipment data and corresponding power data of a plurality of pieces of industrial internet equipment of the same model in a first field; direct abnormal points in the data points are removed, and outlier data points are found out through an LOF algorithm in combination with a first coefficient; subtracting a first constant from a first coefficient of the industrial internet equipment to which the direct abnormal point and the outlier data point belong; and monitoring the output first coefficients of the plurality of pieces of industrial internet equipment with the same model in real time, and determining that the first industrial internet equipment is abnormal in the first field if the first industrial internet equipment of which the first coefficient is smaller than a first threshold value exists in the plurality of pieces of industrial internet equipment with the same model. The problem that in the prior art, in the time period of collecting the data set of the industrial internet equipment, manual anomaly detection of the industrial internet equipment is needed can be solved.
Owner:WENZHOU POLYTECHNIC

Energy internet device fault prediction method, device, and storage medium

ActiveCN117235622BCircuit arrangementsBiological modelsInternet applianceData mining
The present application relates to a kind of energy internet equipment failure prediction method, device and storage medium.The method comprises: deploying edge perception device to each type of equipment of energy internet terminal, and collecting multimodal real-time energy internet operation data;Using high-throughput Kalman filtering combined with ALBERT-based auto-encoding model to fuse the collected data, to handle the difference of different types of sensor reading parameters of different energy internet equipment;According to the data after fusion, obtain corresponding parameter vector, respectively input the parameter vector into different ALBERT model and a feedforward neural network, finally output fault identification vector through Softmax function, complete the failure prediction of energy internet equipment.The present application can provide real-time state, statistical information and historical detailed information of equipment, for abnormal equipment, can carry out online diagnosis early warning, cloud-edge collaboration, edge platform regulation.
Owner:SPIC INTEGRATED SMART ENERGY TECH CO LTD

Intelligent carton production management system and method

The invention discloses an intelligent carton production management system and method, and relates to the technical field of packaging box production management, the system comprises a production management module, a tracking module, a recovery module and a data analysis module, the production management module is used for arranging a production plan according to an order after receiving the order; the tracking module is used for identifying a carton through Internet equipment and monitoring and collecting the position and state information of the carton in real time, and the output end of the tracking module is electrically connected with the input end of the recycling module; the recovery module is used for receiving a recovery request and arranging a recovery task, and the output end of the recovery module is electrically connected with the input end of the data analysis module; the data analysis module is used for storing and analyzing carton full life cycle data and optimizing a production plan and a recovery strategy; according to the intelligent carton production management system and method, full-process intelligent management of carton production, use and recovery is achieved, and the management efficiency is improved through model and formula optimization of all the modules.
Owner:HUNAN RONGCHENG ENVIRONMENTAL PROTECTION PACKAGING CO LTD

An industrial internet device data acquisition and dynamic control system

PendingCN122632771AControl cellThe Internet
The application discloses an industrial internet equipment data collection and dynamic control system, comprising an equipment data access unit, an edge collection control unit and a control strategy processing unit; the equipment data access unit is connected with sensors, actuators or controllers of field equipment and acquires equipment point data. The industrial internet equipment data collection and dynamic control system combines specific control actions with associated collection point groups, three-stage sampling, execution deviation attribution and subsequent collection strategies and control strategy correction, so that the data collection of the industrial internet equipment no longer depends on fixed point lists or ordinary periodic sampling. Therefore, the system can obtain data related to control conditions, execution feedback, process states and control results during the execution of control actions, and distinguish the sources of execution deviation based on the data, thereby providing adjustment basis for the collection configuration and control configuration of subsequent similar control actions.
Owner:HUAXIN CHENAN (BEIJING) TECH CO LTD

Network security intelligent protection method and system based on endogenous security

ActiveCN120880738ASecuring communicationInternet trafficInternet appliance
The invention discloses a network security intelligent protection method and system based on endogenous security, and relates to the technical field of intelligent protection, and the main scheme is as follows: collecting network operation state data, user operation behavior data, network flow data, application program access data and network connection data of an endogenous security system of Internet equipment; and correspondingly calculating a network security risk value, a user operation behavior risk value, a network flow security risk value, an application program access risk value and a network connection performance risk value according to the data, further calculating a network security comprehensive value, comparing a preset threshold value to obtain a protection level, and implementing adaptive intelligent protection according to the protection level.
Owner:JIANGSU VOCATIONAL COLLEGE OF BUSINESS

Four-port hundred-mega auto-negotiation optical port system based on SGMII

The invention is applicable to the field of technical improvement of internet equipment, and provides a four-port thousand-mega auto-negotiation optical port system based on an SGMII (Server Gateway Media Independent Interface), which takes NF5180 as a core exchange chip, a link is constructed by cascading two YT8614 interface expansion chips, a first-stage YT8614-0 is connected with an SGMII interface of the exchange chip, a secondary YT8614-1 optical port is connected with an external optical module and is set to be in an electric port following optical port mode, and the SGMII is connected with an optical port. And the electric ports of the two are coupled through a 0.1 mu F capacitor AC. The switching chip reads the identification code identification rate of the optical module equipment by means of the I2C bus, then the YT8614-1 is configured through the SMI bus, and automatic switching between gigabit and 100M of an optical port is realized by combining electric port auto-negotiation and SGMII one-way configuration, so that the hardware utilization rate and the system flexibility are improved, and the method is suitable for a multi-rate industrial scene.
Owner:SHENZHEN YUANTUO PHOTOELECTRIC TECH CO LTD

A Position-Related Security Information Transmission Method Based on Visible Polarization Interference

This invention provides a position-dependent secure information transmission method based on visible polarized light interference, belonging to the field of internet device information transmission technology. It involves receiving incident spectra with different spectral characteristics at different locations; recording the correspondence between the incident spectrum and the received spectrum related to the receiving location; selecting an encoding method based on the correspondence, enabling authorized devices to successfully decode information transmitted through the selected encoding method, until the bit error rate of the 0 / 1 sequence received by unauthorized devices is maximized; and achieving secure directional information transmission based on the selected encoding method. This invention utilizes the fact that devices in different locations receive different light signals, increasing the difficulty for eavesdroppers and improving security. Through data analysis, a unique encoding method is designed, making it difficult for eavesdroppers to decode the correct information even if they receive the light signal.
Owner:BEIJING JIAOTONG UNIV

Method and device for monitoring state of industrial internet device

The invention relates to a state monitoring method and device for industrial internet equipment, and discloses a system for rapidly processing and analyzing real-time operation data of industrial equipment through edge cloud and continuously monitoring the operation state of the industrial equipment, so that the operation pressure of a data processor can be relieved, and the abnormal state of the equipment can be timely and effectively monitored. The system is characterized by comprising industrial equipment, state monitoring equipment of industrial internet equipment, an edge cloud and a user terminal, and is characterized in that signal interaction is established between the industrial equipment and the state monitoring equipment of the industrial internet equipment, signal interaction is established between the state monitoring equipment of the industrial internet equipment and the edge cloud, and signal interaction is established between the edge cloud and the industrial equipment. Signal interaction is established between the state monitoring device of the industrial internet device and the user terminal, the industrial device sends a real-time operation data signal generated during operation to the state monitoring device of the industrial internet device, and the state monitoring device of the industrial internet device is composed of a data processor and a data memory.
Owner:XUZHOU YUCHUANGGU INTELLIGENT TECH CO LTD

Industrial internet equipment intelligent management and control remote operation and maintenance method and platform

This application provides an embodiment of a method, apparatus, computer-readable medium, and electronic device for intelligent management and remote operation and maintenance of industrial internet devices. The method includes: pre-deploying sensors in an industrial production environment to collect industrial data; acquiring the industrial data collected by the sensors in a sub-network constructed from multiple sensors, based on a preset IoT gateway; identifying data belonging to the operational dimension of the industrial data and determining the operating status of the industrial equipment; identifying data belonging to the product dimension of the industrial data and determining the product performance of the industrial product; and controlling the industrial equipment based on the operating status and the product performance. In this embodiment, by constructing a sub-network from pre-deployed sensors to collect industrial data, and analyzing the industrial data through product and operational dimensions, real-time control of the industrial equipment is achieved, improving the monitoring capabilities of the industrial equipment and the management efficiency of industrial production.
Owner:SHENZHEN XUANYU SCI & TECH LTD

Network dynamic monitoring and self-adaptive adjusting method based on satellite internet equipment

The invention discloses a network dynamic monitoring and self-adaptive adjustment method based on satellite internet equipment. The method comprises the following steps: S1, dynamic monitoring: acquiring network parameters in real time, calculating a final available bandwidth and dividing network levels; s2, intelligent retry: adjusting a retry interval based on a network level and a task priority, executing local data retransmission, identifying a failure reason and adjusting a strategy; s3, flow control: adjusting the size of the data packet according to the network level; s4, resource scheduling: switching a task mode in combination with a network level, and adjusting a data request path and a storage path; and S5, abnormal early warning: monitoring network state deterioration, triggering early warning and recording a fault log. Through cooperative adaptation of real-time sensing of the network state, dynamic optimization of the retry strategy, accurate flow control and intelligent resource scheduling, the stability and communication efficiency of data transmission are improved, and the communication reliability and resource utilization rate of the system are improved.
Owner:KYLIN CORP

Industrial internet equipment communication method and device

The invention discloses an industrial internet equipment communication method and device. The method comprises the following steps: acquiring communication state information of a plurality of industrial devices in a target area, the communication state information being used for determining communication performance among the plurality of industrial devices; the plurality of industrial devices are clustered by a first target to obtain a plurality of communication cooperation groups, and the first target includes that the communication performance among the industrial devices in each communication cooperation group is optimal; and obtaining a communication scheduling strategy of each communication cooperation group, and completing communication scheduling of the plurality of industrial devices in the target area according to the communication scheduling strategy through a pre-deployed edge computing node. The method provided by the invention at least solves the technical problem of low communication performance between industrial internet devices due to the adoption of a static or semi-static communication strategy in related technologies.
Owner:CHINA TELECOM CORP LTD

Inclined automatic clamp

ActiveCN223545204UWork holdersWork benchesThe InternetInternet appliance
The utility model discloses an inclined automatic clamp, which belongs to the technical field of clamp instruments and comprises a circular bottom plate, a silica gel non-slip mat is fixedly connected to the bottom end of the circular bottom plate, a support frame is fixedly connected to the top end of the circular bottom plate, the support frame is wide at the lower part and narrow at the upper part and is in a cross shape, and a support rod is fixedly connected to the top end of the support frame. A connecting ball is fixedly connected to the top end of the supporting rod, a fixing block and a connecting block are arranged at the top end right in front of the circular bottom plate, connecting grooves are formed in the front sides and the rear sides of the fixing block and the connecting block correspondingly, the connecting ball is located in the connecting grooves and rotationally connected with the connecting grooves, and a threaded rod is rotationally connected to the center of the outer surface of the fixing block; the top end of the outer side of the threaded rod is fixedly connected with a rotating head, and the outer surface of the rotating head is fixedly connected with a plurality of anti-skid protruding blocks arranged in an annular array. Through the above technology, the problem that the inclination angle of Internet equipment cannot be adjusted at any time when the clamp is used for safety monitoring is solved.
Owner:SHENZHEN ACROSS MOLD CO LTD

Remote automatic control method and system for internet equipment

The invention belongs to the technical field of automatic control, and discloses a remote automatic control method and system for internet equipment. Comprising the steps of collecting industrial environment parameters of an industrial workshop in real time, and intelligently predicting optimal operation parameters of each industrial environment control device; based on the optimal operation parameters, dynamically simulating an air flow state in the industrial workshop, obtaining multi-dimensional air flow field data of different space areas in the industrial workshop, and identifying conflict areas in the space areas; evaluating conflict characteristics of each conflict area, performing global linkage optimization on the optimal operation parameters of each industrial environment control device to obtain linkage optimization parameters, and performing remote control on each industrial environment control device; according to the invention, comprehensive perception and optimal control of the industrial workshop environment can be realized, and the adaptability and stability of the environment control system are significantly improved, so that the product quality and the process stability are guaranteed.
Owner:XUZHOU YILONG ELECTROMECHANICAL TECH CO LTD

Communication method and device, communication equipment, storage medium and computer program product

The invention relates to a communication method and device, communication equipment, a storage medium and a computer program product. The method comprises the following steps: receiving a tunnel establishment request sent by a remote terminal; the tunnel establishment request comprises a user datagram protocol port of the security gateway; determining a server instance key corresponding to a user datagram protocol port of the security gateway, and generating a request response message according to the server instance key; sending a request response message to the far-end terminal, and establishing a secure communication tunnel with the far-end terminal; and the secure communication tunnel is used for transmitting an uplink ciphertext encrypted based on a server instance key shared by the internet equipment and the remote terminal. By adopting the method, the security of the communication method can be improved.
Owner:CHINA TELECOM CORP LTD TECHNOLOGY INNOVATION CENTER +1

Industrial internet equipment real-time monitoring method, device, equipment and medium

The invention discloses an industrial internet equipment real-time monitoring method, which comprises the following steps of: comparing real-time data flow corresponding to equipment point position identification with a preset condition through leaf nodes of a multi-layer rule tree, and generating an alarm event when the real-time data flow meets the preset condition; aggregating all the alarm events in the leaf node group through the rule group node to generate an aggregated event; aggregated events of the nodes of the rule group are integrated through the root node, and a trigger event is generated; generating a three-dimensional topological feature vector based on the trigger event, inputting the three-dimensional topological feature vector into a pre-trained Bayesian network, and outputting a root cause event with confidence by the Bayesian network; and performing multi-modal response based on the confidence of the root cause event. According to the method, accurate identification and quick response of the abnormal event of the equipment are realized, the problem of misjudgment in a multi-equipment cooperation scene is solved, and the method has the advantages of improving real-time response efficiency, enhancing fault positioning accuracy and optimizing the resource utilization rate.
Owner:CISDI INFORMATION TECH CO LTD

Access structure for internet electric appliance

The utility model relates to the technical field of internet electric appliances. The access structure comprises a main body, a dustproof structure is arranged on the outer surface of one side of the main body, and a binding structure is arranged in the outer surface of one side of the main body. According to the utility model, cables installed on the equipment are respectively placed in the plurality of groups of binding holes, and the clamping plate is hinged and rotated to enable the outer surface of one side of the clamping plate to be attached to the outer surface of one side of the connecting plate, so that the cables in the binding holes are bound, thereby avoiding the winding condition between the cables, and improving the reliability of the equipment. And the practicability of the equipment is improved to a certain degree, and the equipment is simple and reasonable in overall structural design, very high in practicability and easy to apply and popularize.
Owner:SHENZHEN JUNHUI TECHNOLOGY CO LTD

Communication authentication method and device, computer device and storage medium

The application relates to a communication authentication method and device, computer equipment and a storage medium, and relates to the technical field of device authentication. The method comprises the following steps: after initiating an authentication request, a target device acquires a root key generated by a SIM card with a PUF function and a PUF chip serial number, and acquires an internet device identifier from the SIM card; then, a key negotiation process between the target device and an authentication server is performed based on the root key to determine a first encryption key; further, the PUF chip serial number and the internet device identifier are encrypted by using the first encryption key to obtain authentication information, and the authentication information is sent to the authentication server, so that the authentication server decrypts the authentication information based on a first decryption key, thereby authenticating the target device. The method can perform a key negotiation process based on the root key, improve the security of the authentication key, and the root key and the PUF chip serial number are not easy to be leaked, thereby further improving the security of the target device accessing various Internet of Things business platforms.
Owner:CHINA TELECOM CORP LTD TECHNOLOGY INNOVATION CENTER +1

Industrial internet equipment anomaly detection method and system

The invention belongs to the technical field of industrial internet equipment anomaly detection, and particularly relates to an industrial internet equipment anomaly detection method and system, and the method comprises the steps: obtaining equipment data and corresponding power data of a plurality of pieces of industrial internet equipment of the same model in a first field; direct abnormal points in the data points are removed, and outlier data points are found out through an LOF algorithm in combination with a first coefficient; subtracting a first constant from a first coefficient of the industrial internet equipment to which the direct abnormal point and the outlier data point belong; and monitoring the output first coefficients of the plurality of pieces of industrial internet equipment with the same model in real time, and determining that the first industrial internet equipment is abnormal in the first field if the first industrial internet equipment of which the first coefficient is smaller than a first threshold value exists in the plurality of pieces of industrial internet equipment with the same model. The problem that in the prior art, in the time period of collecting the data set of the industrial internet equipment, manual anomaly detection of the industrial internet equipment is needed can be solved.
Owner:WENZHOU POLYTECHNIC

Internet equipment fault prediction system based on artificial intelligence

The invention relates to the technical field of Internet equipment fault prediction, in particular to an Internet equipment fault prediction system based on artificial intelligence, which comprises a fault management center, an equipment data preparation module, a data sensing module, a fault propagation screening module, a prediction and correction module, a fault score calculation module and a fault early warning output module. According to the method, the association knowledge graph containing the element attributes and the association relationship weights is constructed, and the link search and validity screening mechanism of the fault propagation screening module is combined, so that the effective link in which the fault may be propagated can be accurately positioned from the initial degraded element; meanwhile, the predicted residual life and the fault probability of each element are corrected through a cooperative influence correction formula, prediction deviation caused by isolated analysis is effectively eliminated, operation and maintenance personnel can lock a fault source and clarify a risk level and a processing direction by constructing a fault prediction list, and the efficiency and pertinence of equipment operation and maintenance are remarkably improved.
Owner:GUANGZHOU SIYUN DATA TECH CO LTD