1. Alibaba Cloud - Machine Tool Equipment Management Solution
(1) Program introduction
Collect the machine tool physical examination data, extract the speed-amplitude of the resonance point, train the prediction model on the historical data through the ET industrial brain, and predict the abnormal settings and faults in the operation of the machine tool, which is suitable for a wide range of mechanical equipment.
(2) Scheme Architecture
Through the real-time or timing acquisition of CNC machine tool speed and spindle amplitude data, the speed-amplitude of the resonance point is extracted, and the abnormal settings and faults in the operation of the machine tool are predicted by training the prediction model on the historical data. Guide to avoid defect speed scheduling, reduce the occurrence of defective products and the loss of spindles and props. Analyze the resonance speed trend, evaluate the wear and tear of the machine tool, and repair it in time to reduce economic losses.
(3) Advantages of the solution
- Early warning of defect speed and guidance of production scheduling
- Predict abnormal settings and failures
- Analysis and evaluation of wear and tear
2. HUAWEI CLOUD - Industrial Internet Solutions
(1) Program introduction
Huawei's industrial Internet platform, FusionPlant, includes three parts: a connection management platform, an industrial intelligent body, and an industrial application platform. It is positioned as an intelligent decision-making system for enterprise increment, realizes agile development of business on the cloud, and trusted operation at the edge. Empower industry partners to deeply cultivate industrial core business streams and continuously release potential business value
(2) Scheme Architecture
- Cloud-Network Synergy: Relying on Huawei's leading connection solutions, such as 5G, NB-IoT, TSN, and industrial PON, to meet the connection needs of enterprises in various network scenarios inside and outside the factory
- Edge-cloud collaboration: Provides the ability to manage a large number of distributed edge nodes, and to deploy rich cloud services, ecological partners and customer applications to edge nodes for operation
- Industrial data lake: Provides a one-stop development and operation platform for the full life cycle of data, and provides functions such as data integration, development, governance, and services to help enterprises quickly build global data operation capabilities
- Full-stack AI: Provide full-stack solutions from chips, hardware, operator libraries, AI frameworks, general AI development platforms, and industrial intelligence to achieve collaborative optimization and multi-point innovation
- Security and trustworthiness: Huawei's overall industrial Internet solution provides comprehensive guarantees in equipment authentication, privacy data encryption protection, reliability and availability of business operations, and secure startup.
(3) Advantages of the solution
- For all elements and multiple types of data, real-time collection of tens of thousands of measuring points in seconds
- Agile development on the cloud, trusted operation at the edge
- Build a global data operation platform around industrial core business flows
- Process mechanism combined with data intelligence to precipitate scene-based models of 4 major industries
3. Tencent Cloud - Industrial Internet Power Platform
(1) Program introduction
Provide cloud infrastructure, multiple deployment methods of public cloud/proprietary cloud/hybrid cloud, integrated IoT access, middleware, microservice architecture, development tool kit, artificial intelligence and big data platform, operation and maintenance platform, model management, Enterprise WeChat, mobile application platform, security, business operation support system, etc., help industrial Internet platform companies to quickly build an industrial Internet platform, focus on industrial PaaS and SaaS, take advantage of the industry, promote application business innovation, and empower SMEs more.
(2) Scheme Architecture
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(3) Advantages of the solution
- Integrate the advantages of Tencent
- Highly integrated booster landing
- Ecological openness and assembly optimization
- Industry cooperation business innovation
4. Baidu Smart Cloud - Industrial Internet Solutions
(1) Program introduction
Promote the digital transformation of small and medium-sized enterprises, and help advanced enterprises to realize data value mining and continuous process optimization. Baidu cooperates with industry ecological partners to jointly empower platform construction. Baidu provides PaaS capabilities to achieve "enablement support, resource support, and ecological support", helping to form an industrial APP ecosystem and a bilateral effect of positive circulation. Combine the industry practical experience of ecological partners to provide practical industry SaaS services, and finally create a landing, effective and advanced industrial Internet platform
(2) Scheme Architecture
5. OneNET – Industrial IoT Solutions
(1) Program introduction
The OneNET industrial IoT platform provides E2E industrial IoT solutions for production equipment asset management. Starting from core asset management, it provides real-time monitoring, capacity management, asset positioning and other capabilities for core assets through sensors, big data and other capabilities, making enterprise management clearer transparent. At the same time, it provides basic functions of asset management such as asset acquisition and asset processing, covering the entire management process from the beginning to the end of the asset, effectively combining the two information dimensions of the asset Internet of Things and the Internet, and providing management capabilities.
(2) Scene design
(3) Advantages of the solution
- Standard data model, safe and stable
- High scalability, plug and play
- Support for OPC UA framework
6. Gizwits - Cloud Solution for Industrial Equipment
(1) Program introduction
Realize equipment IoT and real-time data collection, and provide basic data support and in-depth analysis for production planning, equipment operation and maintenance, performance management, process improvement, etc. Carry out remote monitoring, online operation and maintenance and predictive maintenance requirements for after-sales industrial equipment, support equipment IoT, equipment management, data analysis, remote maintenance, fault alarm, work order management and other equipment life cycle information management and after-sales service process. And informatization; open API, support integration of own management system, provide multi-dimensional data statistical analysis, equipment historical data viewing, statistical analysis, can be based on data mining and big data modeling (enterprise core indicators and business logic) analysis, realize fault Prediction, wearing parts replacement reminder, intelligent recommendation of operation and maintenance plan, energy consumption optimization, etc., provide industrial Internet edge gateway system.
(2) Scheme Architecture
(3) Advantages of the solution
Compatible with a variety of industrial protocols, providing a one-stop solution for end-to-end equipment on the cloud, and quickly realizing equipment data collection and application at low cost
- Platform application: remote control, real-time monitoring, data storage, data analysis, online OTA, fault alarm, voice access, remote management
- Business applications: predictive maintenance, equipment scheduling, location tracking, data display (BI), intelligent decision-making, asset leasing, after-sales management
- Software and hardware compatibility: RS485, RS232, CAN; ModBus, custom class; iOS, Android, WeChat, BS/CS system
- Value-added services: private protocol conversion, system connection, business cloud development, private cloud deployment, BI system and other customized development, consulting and training
Author of the article: GentleTK
original link: https://gentletk.gitee.io/IoT solution