Predictive analytics for supplier risks

List of the table of contents of this article:

• 1,Predictive analytics for supplier risks Understand what "intelligent manufacturing" is
• 2,What is intelligent manufacturing
• 3, Briefly describe the typical characteristics of intelligent manufacturing systems
• 4, IntelligentComprehensive features that can be manufactured
• 5, Why is the core of intelligent manufacturing the MES system?

Understand what "intelligent manufacturing"

The new generation of intelligent manufacturing is a large system, mainly composed of the three functional systems of intelligent products, intelligent production and intelligent services, as well as industrial intelligent networking and intelligent It can make a collection of two major support systems for the cloud (Figure 8).

Intelligent manufacturing is a human-machine integrated intelligent system composed of intelligent machines and human experts. It can carry out various intelligent activities instead of people in the production and manufacturing process. For example, analysis, reasoning, judgment, conception and decision-making, etc.

Intelligent manufacturing is data-driven. Only by mastering the core technology, understanding the manufacturing mechanism, and understanding the production process can we establish a perfect mathematical model, collect high-quality data, understand the key data relationship, and truly shift from experience-driven to data-driven.

Intelligent Manufacturing (IM) is a human-machine integrated intelligent system composed of intelligent machines and human experts. It can carry out intelligent activities in the manufacturing process, such as analysis, reasoning, judgment and conception.And decision-making, etc.

Intelligent manufacturing refers to the use of advanced sensors, the Internet, the Internet of Things, artificial intelligence and other technologies to realize the automation, digitalization and intelligence of production and manufacturing. Intelligent manufacturing majors pay attention to the optimization of manufacturing process, the intelligentization of production processes and the improvement of product quality.

Intelligent ManufacturingWhat is it?

1. Intelligent manufacturing refers to the use of advanced information technology, automation technology, robotics technology, sensor technology and other modern scientific and technological means to realize the intelligence, automation, digitalization and networking of the production process, so as to improve production efficiency, reduce costs, improve product quality and flexibility. , the manufacturing model to achieve sustainable development.

2. The new generation of intelligent manufacturing technology is a core enabling technology, which can be widely used in the innovation and optimization of the whole process of manufacturing value chains such as product innovation, production innovation and service innovation in discrete manufacturing and process manufacturing.

3. Intelligent manufacturing is a general term for advanced manufacturing processes, systems and modes based on a new generation of information technology, which run through all aspects of manufacturing activities such as design, production, management and service, and has the functions of information depth self-perception, intelligent optimization and self-decision-making, precise control and self-execution.

4. Value chain synchronization means that all activities to create value can be coordinated with each other and synchronized, so that the whole system is integrated. Such a manufacturing system is an individual manufacturing unit, autonomous, and the system as a whole has the ability to organize itself.

5. Intelligent Manufacturing (IM) is a human-machine integrated intelligent system composed of intelligent machines and human experts. It can carry out intelligent activities in the manufacturing process, such as analysis, reasoning, judgment and conception. And decision-making, etc.

6. It is generally believed that intelligence is the sum of knowledge and intelligence. The former is the basis of intelligence, and the latter refers to the ability to acquire and apply knowledge to solve solutions.

Briefly describe the typical characteristics of intelligent manufacturing systems

Flexible, integrated and parallel work. Modern machinery manufacturing systems are multifunctional and information-intensive. They can manufacture products that have nothing to do with production costs and batches, and can manufacture according to orders to meet the personality requirements of products. (3) Manufacturing intelligence.

Intelligent Manufacturing (IM) is a human-machine integrated intelligent system composed of intelligent machines and human experts. It can carry out intelligent activities in the manufacturing process, such as analysis, reasoning, judgment and conception. And decision-making, etc.

Highly automated: Intelligent manufacturing systems can achieve highly automated production without too much manual intervention. This means that it can significantly improve production efficiency, reduce labor costs, and reduce human errors.Highly interconnected: Intelligent manufacturing systems rely on highly interconnected equipment, systems and services.

Human-machine integration On the one hand, human-machine integration highlights the core position of human beings in the manufacturing system. At the same time, with the cooperation of intelligent machines, it gives full play to human potential, so that human-machines can show a relationship of equal work, mutual "understanding" and mutual cooperation.

The main five characteristics of intelligent manufacturing: adaptive intelligent manufacturing system has the ability of self-learning and self-optimization, and can constantly adapt to changes in the production environment and changes in demand.

Comprehensive characteristics of intelligent manufacturing

The characteristics of intelligent manufacturing mainly include the following aspects: Highly automated: Intelligent manufacturing adopts advancedSensors, robotics technology, automation equipment and algorithms realize the automation and intelligence of the production process. This greatly improves production efficiency and quality, and reduces manual intervention and errors.

Networking of production equipment to realize the Internet of Things in the workshop. Paperless production documents to achieve efficient and green manufacturing. Visualize production data and use big data analysis to make production decisions. The production process is transparent, and the nervous system of the intelligent factory. The production site is unmanned, and the factory is truly unmanned.

The characteristics of intelligent manufacturing include human-machine integration, self-discipline (independence, autonomy, etc.), self-organization and ultra-flexibility, learning and maintenance, etc. Intelligent manufacturing is a kind of human-machine integrated intelligent system, which originates from the research of artificial intelligence. Intelligence is the sum of knowledge and intelligence.

The characteristics of intelligent manufacturing mainly include the following aspects: Highly automated: Intelligent manufacturing systems can achieve highly automated production without too much manual intervention. This means that it can significantly improve production efficiency, reduce labor costs, and reduce human errors.

Why is the core of intelligent manufacturing the MES system?

1. What are the functions of MES intelligent manufacturing? MES system is a set of production information management system for the executive level of manufacturing enterprises. MES can provide enterprises with manufacturing data management, schedule management, production scheduling management, inventory management, etc.

2. MES software makes up for the production process in the production workshop and the control of the enterprise planning layer.The gap between the systems provides enterprises with a flexible, refined and fast-responsive manufacturing environment.

3. MES is a set of production information management system for the executive level of the workshop of manufacturing enterprises, which can comprehensively monitor the production workshop from the six aspects of "man-machine material method environmental measurement". People: Employee management, the MES system can help enterprises save manpower costs in actual production.

4. Why do enterprises need the MES system industry to be highly competitive? Enterprises need to highlight their own advantages. The competition between manufacturing enterprises is very fierce, not only to face the competition of domestic peers, but also to face foreign enterprises with obvious advantages in scale and management.

5. MES (Manufacturing Execution System) is a set of production information management system for the execution layer of the workshop of manufacturing enterprises.