Intelligent trend

Development trend of intelligent technology

1, performance development direction

High speed, high precision and high efficiency.

Speed, accuracy and efficiency are the key performance indexes of mechanical manufacturing technology. Due to the adoption of high-speed CPU chip, RISC chip, multi-CPU control system and AC digital servo system with high-resolution absolute detection elements, and effective measures to improve the dynamic and static characteristics of machine tools, the high speed, high precision and high efficiency of machine tools have been greatly improved.

Flexible.

It includes the flexibility of the numerical control system itself, the modular design of the numerical control system and the large functional coverage. Strong tailoring, easy to meet the needs of different users; The flexibility of the group pull system, the same group control system can automatically and dynamically adjust the logistics and information flow according to the requirements of different production processes, so as to maximize the efficiency of the group control system.

Process complexity and multiaxis.

Compound machining with the main purpose of reducing working procedures and auxiliary time. Developing to multi-axis and multi-series control function. The process compounding of NC machine tool refers to the compound machining of multi-process and multi-surface by automatic tool changing, rotating spindle head or turntable after the workpiece is clamped on the machine tool once.

Real time intelligence.

The early real-time system is usually aimed at a relatively simple ideal environment, and its role is how to schedule tasks to ensure that tasks are completed within the specified time limit. Artificial intelligence, on the other hand, tries to use computational models to realize various intelligent behaviors of human beings. With the development of science and technology, real-time system and artificial intelligence are combined with each other, artificial intelligence is developing towards more realistic fields with real-time response, and real-time system is also developing towards more complex applications with intelligent behavior. Therefore, a new field of real-time intelligent control has emerged.

2. Functional development direction

The user interface is graphical.

User interface is a dialogue interface between CNC system and users. Because different users have different requirements for interface, the workload of developing user interface is huge, and user interface has become one of the most difficult parts in computer software development. At present, the Internet, virtual reality, scientific computing visualization and multimedia technology also put forward higher requirements for user interface. Graphical user interface greatly facilitates the use of non-professional users. People can operate through windows and menus, which is convenient for blueprint programming and rapid programming, three-dimensional color three-dimensional dynamic graphic display, graphic simulation, graphic dynamic tracking and simulation, viewing in different directions and scaling functions of local display.

Visualization of scientific calculation.

Visualization of scientific calculation can be used to process and interpret data efficiently, so that information exchange is no longer limited to words and languages, but can directly use visualization information such as graphics, images and animations. The combination of visualization technology and virtual environment technology further broadens the application fields such as drawing-free design and virtual prototype technology, which is of great significance for shortening product design cycle, improving product quality and reducing product cost. In the field of numerical control technology, visualization technology can be used in CAD/CAM, such as automatic programming design, automatic parameter setting, dynamic processing and display of tool compensation and tool management data, visual simulation demonstration of machining process, etc.

Interpolation and compensation methods are diversified.

Various interpolation methods, such as linear interpolation, circular interpolation, cylindrical interpolation, spatial elliptic surface interpolation, thread interpolation, polar coordinate interpolation, 2D+2 spiral interpolation, nano-interpolation, NURBS interpolation, polynomial interpolation, etc. A variety of compensation functions, such as clearance compensation, verticality compensation, quadrant error compensation, pitch and measurement system error compensation, feed-forward compensation related to speed, temperature compensation, tool radius compensation with smooth feed and retract, and calculation of relative points, etc.

Built-in high performance PLC.

High-performance PLC control module is installed in numerical control system, which can be programmed directly with trapezoidal ring or high-level language, and has intuitive online debugging and online help functions. The programming tool contains the real face of the standard PLC user program of lathe and milling machine, and users can edit and modify it on the basis of the standard PLC user program, thus conveniently establishing their own application programs.

Application of multimedia technology.

Multimedia technology combines computer, audio-visual and communication technologies, enabling computers to comprehensively process sound, text, images and video information. Belonging to the technical field of numerical control. The application of multimedia technology can make information processing comprehensive and intelligent, and it has great application value in real-time monitoring system, equipment fault diagnosis in production site, production process parameter monitoring and so on.

3. The development of architecture

Integration.

Using highly integrated CPU, RISC chip, large-scale programmable integrated circuit FPGA, EPLD, CPLD and ASIC chip can improve the integration of numerical control system and the running speed of software and hardware, and using LED flat panel display technology can improve the display performance. Flat panel display has the advantages of high technology content, light weight, small volume, low power consumption and portability. It can realize super-large display. Advanced packaging and interconnection technology is applied to integrated semiconductor and surface mount technology. By increasing the density of integrated circuits, the length and number of interconnects are reduced, the product price is reduced, the performance is improved, the component size is reduced, and the reliability of the system is improved.

modularize

Modularization of hardware is easy to realize the integration and standardization of CNC system. According to different functional requirements, the basic modules, such as CPU, memory, position servo, PLC, I/O interface, communication and other modules, are made into standard series products, and the functions are cut and the number of modules is increased or decreased by building blocks to form different grades of CNC systems.

Establish a working network

Machine tool networking can be used for remote control and unmanned operation, and networking can be used for programming, setting, operating and running other machine tools on any machine tool. Pictures of different machine tools can be displayed on the screen of each machine tool at the same time.

What is the development prospect of artificial intelligence?

The future employment and development prospects of artificial intelligence are worth looking forward to for the following reasons:

First, intelligence is one of the important trends in the future.

1. With the development of the Internet, big data, cloud computing, Internet of Things and other related technologies will be widely used. In this context, intelligence is bound to be one of the development trends.

2. The related technologies of artificial intelligence will be first applied in the Internet industry, and then gradually extended to other industries. Therefore, from the perspective of great development prospects, the development prospects of artificial intelligence related fields are still very broad.

Second, the development of industrial Internet will inevitably lead to the development of artificial intelligence.

1. Internet is developing from consumer Internet to industrial Internet. Industrial Internet will comprehensively apply related technologies such as Internet of Things, big data and artificial intelligence to empower traditional industries.

2. As one of the important technologies, artificial intelligence will inevitably release a large number of jobs in the development of industrial Internet.

Third, artificial intelligence technology will become one of the necessary skills for people in the workplace.

1. As agents gradually enter the production environment, people in the workplace will frequently communicate and cooperate with a large number of agents in the future, which puts new demands on people in the workplace.

2. In the future, we need to master the related technologies of artificial intelligence. From this point of view, mastering artificial intelligence technology will become an inevitable trend in the future, and the education market of related skills will also usher in huge development opportunities.

What is the future development prospect of artificial intelligence?

The future employment and development prospects of artificial intelligence are worth looking forward to for the following reasons:

First, intelligence is one of the important trends in the future.

1. With the development of the Internet, big data, cloud computing, Internet of Things and other related technologies will be widely used. In this context, intelligence is bound to be one of the development trends.

2. The related technologies of artificial intelligence will be first applied in the Internet industry, and then gradually extended to other industries. Therefore, from the perspective of great development prospects, the development prospects of artificial intelligence related fields are still very broad.

Second, the development of industrial Internet will inevitably lead to the development of artificial intelligence.

1. Internet is developing from consumer Internet to industrial Internet. Industrial Internet will comprehensively apply related technologies such as Internet of Things, big data and artificial intelligence to empower traditional industries.

2. As one of the important technologies, artificial intelligence will inevitably release a large number of jobs in the development of industrial Internet.

Third, artificial intelligence technology will become one of the necessary skills for people in the workplace.

1. As agents gradually enter the production environment, people in the workplace will frequently communicate and cooperate with a large number of agents in the future, which puts new demands on people in the workplace.

2. In the future, we need to master the related technologies of artificial intelligence. From this point of view, mastering artificial intelligence technology will become an inevitable trend in the future, and the education market of related skills will also usher in huge development opportunities.

What is the trend of artificial intelligence in the future?

The teacher thinks that the future development trend of artificial intelligence is as follows:

① The chips that enable artificial intelligence will become the mainstream.

Unlike other technologies and software tools, artificial intelligence mainly relies on professional processors. In order to meet the complex needs of artificial intelligence, chip manufacturers will develop special chips that can run artificial intelligence. Even technology giants like Google, Facebook and Amazon will invest more money on these special chips. These chips will be used for special purposes related to artificial intelligence, such as natural language processing, computer vision and speech recognition.

② Artificial intelligence and Internet of Things meet at the edge computing layer.

20 19 is a year of integration of different technologies and artificial intelligence. The Internet of Things will work hand in hand with artificial intelligence at the edge computing layer. Industrial Internet of Things will make use of the powerful function of artificial intelligence to conduct root cause analysis, perform predictive maintenance on machines, and automatically detect problems.

20 19 we will see the rise of distributed artificial intelligence. Intelligence will be dispersed and will be closer to assets and equipment under routine inspection. The highly complex machine learning model driven by neural network will be optimized to run at the edge.

③ Meet the requirements of automatic machine learning system.

Automatic machine learning system is one of the most remarkable development trends in 20 19 artificial intelligence industry. With the ability of automatic learning, developers can repair machine learning models, create new machine learning models, and prepare for the challenges of artificial intelligence in the future.

Automated machine learning system will be between cognitive application programming interface and customized machine learning platform. The biggest advantage of automatic machine learning system is that it provides developers with the customization options they need and simplifies the workflow. When you combine data with portability, automatic learning system can provide you with flexibility that other artificial intelligence technologies do not have.

4 embrace intelligent operation and maintenance.

When artificial intelligence is used in applications, it will change the way we manage infrastructure. Intelligent operation and maintenance will replace development operation and maintenance, enabling your IT staff to conduct accurate root cause analysis. In addition, it allows you to easily find useful insights and patterns from a huge database immediately. Large enterprises and cloud providers will benefit from the integration of DevOps and artificial intelligence.

⑤ Neural network integration

When developing neural network model, one of the biggest challenges that artificial intelligence developers will face is to choose the best framework. There are dozens of artificial intelligence tools on the market, so choosing the best artificial intelligence development tool may not be as easy as before. The lack of integration and compatibility between different neural network toolkits hinders the adoption of artificial intelligence. Technology giants such as Microsoft and Facebook have been developing open neural network exchange, allowing developers to cross multiple frameworks and reuse neural network models.

⑥ Professional artificial intelligence system becomes a reality.

In 20 19, the market demand for professional systems will increase exponentially. Organizations have limited data, but they want professional data. This demand will push enterprises to master tools that can help organizations generate high-quality artificial intelligence data.

In 20 19, the emphasis will shift from data quantity to data quality. This will lay the foundation for artificial intelligence that can play a role in the real world. Enterprises will seek professional artificial intelligence solution providers to help them access key data sources and understand unstructured data.

⑦ Artificial intelligence technology will determine your fate.

Although artificial intelligence has changed all industries you can think of, this industry still lacks talents with a lot of artificial intelligence skills. Patel Horn, CEO of Espressive, said: "Most organizations want to use artificial intelligence as part of digital transformation, but they have not fulfilled their promises-let developers, artificial intelligence experts and linguists develop solutions, and even have not cultivated an engine for pre-building solutions.

Rahul Kashyap, CEO of AwakeSecurity, added: "With so many AI-driven solutions, enterprises should now be more keenly aware of what is happening in the' black box' of their AI solutions." He continued: "The training, structuring or notification methods of artificial intelligence algorithms may lead to significant differences in output. The correct equation that applies to one company will not apply to another company. "

8 artificial intelligence may be used by criminals.

Just like a coin has two sides, artificial intelligence has both positive and negative effects. Information security experts will use artificial intelligence to quickly detect malicious activities. With the help of artificial intelligence-driven response and machine learning algorithm, false positives will be reduced by 90%. If artificial intelligence falls into the hands of criminals, cyber criminals will abuse it to complete their malicious attempts. Through automation, the army of cyber hackers can launch deadly attacks more successfully. This will force enterprises to fight fire with fire and invest in security solutions driven by artificial intelligence. These schemes can protect them from attacks initiated by artificial intelligence.

Pet-name ruby data conversion driven by artificial intelligence

20 19, artificial intelligence is everywhere. From network applications to health care systems, from airlines to hotel reservation systems, we can see artificial intelligence everywhere, and it will be at the forefront of digital transformation.

Dr Dombey, Chairman and Professor of the IT Department of the University of Hawaii, said: "Due to institutional, political and social reasons, the development of artificial intelligence takes time. I think the biggest trend of artificial intelligence will be to accelerate digital transformation and make existing business systems smarter. "

What is the future development trend of hotel intelligence?

Compared with scene intelligence, home intelligence has become more and more mature. At the same time, as an important residential consumption scene, hotels are still an inevitable trend in the future for the application of combining intelligence and artificial intelligence technology. Tomorrow Hui Technology is committed to the intelligent upgrade of the hotel industry. Provide the hotel with an intelligent upgrade plan for the whole chain. In addition to the intelligent upgrade of infrastructure and the interconnection of surrounding scenes for hotels, Mingrihui Technology is deeply involved in the application technology of the Internet of Things in the hotel tourism industry. The intelligent products of hoteliers served by Tomorrow Science and Technology provide the hotel with an intelligent upgrade of the whole chain. In terms of check-in, it includes non-contact check-in registration, dynamic face recognition, automatic elevator, intelligent access control and so on. In the guest living space, including mobile phone applet opening, voice interactive control of indoor equipment, personalized light-off control and scene mode, the ecological chain of living products around the hotel has been opened. At the same time, on the basis of basic requirements, we can provide customized cinema system and e-sports system for hotels.

How to treat the future development trend of automotive electronic intelligence technology?

1. Driverless cars greatly improve the safety of vehicles.

At present, the automobile industry giants are studying driverless technology. Theory and experiments show that the risk of drunk driving, speeding and illegal driving will be greatly reduced because the whole process of unmanned driving is controlled by computer. However, driverless technology has not been widely promoted. With the acceleration of people's life rhythm and the increase of life pressure, people are increasingly tired of commuting and driving, and even feel a burden. It is a great waste of energy for complex intersection judgment and vehicle safety during driving. Autopilot technology will analyze intersections according to sensor data, and judge roads more accurately, thus reducing the burden of daily commuting. At the same time, while fully ensuring the smooth flow of vehicles, the future autonomous driving technology will be widely promoted and applied in big cities, which will play a certain role in promoting urban development.

Second, new energy vehicles do better in environmental protection.

The rapid development of science and technology not only provides convenience for human beings, but also causes certain damage to the environment. With the continuous development of automobile industry, automobile exhaust emission and global warming are becoming more and more serious. This is also a problem that needs to be solved in the future development of the automobile industry. Smart cars will continue to optimize and upgrade the engine system to make it more reasonable, more environmentally friendly and reduce exhaust emissions. In addition, the emerging new energy vehicles also point out the direction for the future development of the automobile industry. New energy vehicles are electrically driven. The power cost of the same mileage is much lower than that of traditional fuel vehicles, which greatly reduces energy consumption. As a populous country, China's total oil reserves are not high. The increase in the number of traditional fuel vehicles has increased China's dependence on crude oil imports. On the contrary, in the future development, cars can not only rely on traditional electric energy, but also combine solar energy, wind energy and hydropower to achieve more environmental protection. In the later maintenance, compared with the fuel vehicle, the hybrid fuel system is more complicated and the maintenance cost is higher. The new energy vehicle adopts electric drive system, which is easy to check, reduces the maintenance cost and greatly improves the overall environmental protection performance.

Third, the cars of the future will be more intelligent and humanized.

In recent years, the application, change and innovation of intelligent technology in the automobile field are more and more favored and sought after by people, which puts higher and higher demands on the automobile industry. The installation and application of sensors in automobiles, microcomputers and wireless networks will be the future automobiles. The progress of science and technology enables people to make bold assumptions about their own needs. In the future, the car may become an intelligent mobile device integrating home theater, mobile office and station wagon. They can even execute voice control commands to realize the dialogue between people and cars. Smart cars in the future are not just people's means of transportation. It affects and even changes people's way of life in many ways, and can greatly improve the convenience of people's life and work.