Deep decryption: What is AlphaGo?

Today, at the China Wuzhen Go Summit Artificial Intelligence Summit, AlphaGo's father, DeepMind founder Demis Hassabis and DeepMind chief scientist David Silver revealed important information about AlphaGo and what did AlphaGo mean? So that people can learn more about the secret behind AlphaGo.
What is AlphaGo?
AlphaGo is one of the first players to beat the Human Professional Goers and beat the Go World Championships. In March of 2016, AlphaGo went through five games in the world with more than 100 million viewers, culminating in a 4 to 1 total victory over Go World Shakespeare, an important milestone in the field of artificial intelligence. In the past, experts have predicted that artificial intelligence will take ten years to overcome the human professional players, after this game, AlphaGo by virtue of its "creative and witty" under the law, among the highest professional title - professional nine Ranks the history of the first to obtain this honor of non-human players.
How does AlphaGo train?
All along, Go is considered to be the most challenging item in traditional games for artificial intelligence. This is not just because Go contains a huge search space, but also because the evaluation of the location of the child is far more difficult than the simple heuristic algorithm.
In response to the great complexity of Go, AlphaGo uses a novel machine learning technique that combines the advantages of supervising learning and strengthening learning. Through training to form a policy network, the situation on the board as input information, and for all feasible sub-location to generate a probability distribution. Then, train a value network to predict the self-cue to predict the outcome of all available drop positions with a standard of -1 (absolute victory for the opponent) to 1 (AlphaGo's absolute victory). Both networks are very powerful themselves, and AlphaGo integrates these two networks into probability-based Monte Carlo Tree Search (MCTS), which realizes its real advantage. Finally, the new version of AlphaGo produces a large number of self-chess game, for the next generation version provides training data, the process of recycling.
How does Alphago decide to fall off?
After getting the chess game information, AlphaGo explores which location has a high potential value and a high probability based on a strategy network to determine the optimal placement. At the end of the assigned search time, the most frequently visited location in the simulation process will be the final choice for AlphaGo. After the early exploration and the process of the best Lazi constantly try to figure out, AlphaGo search algorithm will be able to add in its computing power to the human intuitive judgment.
History of AlphaGo
DeepMind divides AlphaGo roughly into several versions:The first generation, is defeated Fan Jia Alpha. And Zen / Crazy Stone before the Go software compared to the chess force to be higher than four children.The second generation is defeated by Li Shishi's AlphaGo Lee. Compared with the previous generation, chess strength higher than three children.The third generation, Ke Jie is now the opponent, but also the beginning of the 60-game winning streak: AlphaGo Master. Compared to defeated Li Shishi version, chess force again raised 3 son.

The new version of AlphaGo than the old version of AlphaGo to "strong three sons" to Kejie very surprised, Jiang Zhujiu and Rui Naiwei deliberately find Hassabis to confirm the "three sons" in the end what is the meaning of Hassabis made it clear that the first on the board Three sons. Rui Naiwei privately said he was willing to let three with AlphaGo a war. The following are the same as the "
AlphaGo Lee and AlphaGo Master are fundamentally different.
The new AlphaGo Master uses a single TPU operation with a stronger strategy / value network, with a one-tenth of the previous generation of AlphaGo Lee due to the application of more efficient algorithms. So a single TPU machine is sufficient to support.
The old version of AlphaGo Lee is calculated using 50 TPUs. Each search is followed by 50 steps and the calculation speed is 10,000 positions per second.
As a contrast, 20 years ago to beat Kasparov's IBM Deep Blue, you can search for 100 million locations. Silva says AlphaGo does not need to search for so many locations.
According to public information speculation, the AlphaGo2.0 technical principles and before have a huge difference:
1. To give up the supervision of learning, no longer use the 30 million Bureau of the game to train. This is AlphaGo's most dazzling algorithm, but also today the mainstream machine learning the inevitable core conditions: rely on high-quality data, in this particular problem so once again broke through.
2. Abandon the Monte Carlo tree search, no longer violent calculations. In theory, the algorithm is more stupid, the more the need for violence to do the calculation. The clever algorithm can greatly reduce the calculation of violence. From AlphaGo 2.0 "vest" Master's historical behavior, the game is very fast, about every 10 seconds to take a step, so the speed is likely to give up the calculation of violence.
3. greatly enhanced the role of enhanced learning, before the edge of the drum algorithm, the official to carry the main force. Think about how inspirational: two idiot machines, follow the rules of chess and winning rules, starting from the random start day and night, sum up experience, continuous criticism and self-criticism, one week after the final.
Under such an algorithm, AlphaGo 2.0 is very computationally expensive, and the current chess game is input to the neural network. The current flows and the output is the best game. I guess that under this algorithm, it is possible to rely solely on a GPU to work, and each move of chess consumes energy close to the human brain.
In other words, DeepMind's goal is to build generic artificial intelligence. The so-called general artificial intelligence, first AI have the ability to learn, followed by one by one, the implementation of a variety of different tasks. How to reach this goal? Hassabis says there are two tools: depth learning, reinforcement learning.
AlphaGo is the combination of deep learning and enhanced learning. AlphaGo is also a step towards DeepMind's goal toward generic artificial intelligence, although now it's more focused on Go.
Hassabis said it hoped that through AlphaGo research, let the machine get intuitive and creative.
The so-called intuition here is through the experience of direct access to the initial perception. Can not be expressed, through the behavior to confirm its existence and correct.

 

The rapid development of aerospace industry , high-performance tool development space is huge(3)

Core Tip: Today, the development of domestic aerospace tools similar to other industries , if there are existing tools on the market can not solve the processing problems , especially in the field of aerospace products encountered in the processing of titanium alloy , aluminum Magnesium alloy and other difficult to process materials and composite materials processing problems , the need for tool suppliers and users in close cooperation , through the joint development , try to develop a special tool . At the same time , tool manufacturers in the product-oriented market before , are a lot of experiments , try to ensure that users meet the processing needs of the various processes.

1. Tool types for typical parts of aerospace manufacturing

Aerospace components not only use a lot of new structures , new technologies and new materials , but also complex parts configuration , poor rigidity , these factors to make the engine and other parts with the mechanical processing must use a large number of high-performance standard tools and special tools for processing.

At present , the engine disk parts , shaft parts , casing parts processing outsourcing of high-performance carbide standard tool and carbide non-standard tool ratio . Typical small and medium-sized components , leaf parts , such as the standard tool-based . In the actual processing of the choice of the main tool to consider the following factors : the workpiece material , the workpiece shape , processing requirements , processing machine tools , system rigidity , surface quality and technical requirements . Take turbine casing parts as an example , from the workpiece material analysis , deformation of high temperature alloys , casting high temperature alloys and other difficult to use a large number of materials . These difficult to process materials , small thermal conductivity , than the strength , high cutting temperature , easy to produce hardening . Cutting tool wears fast , tool life is short , tool consumption , and therefore must be a reasonable choice of tool geometry angle . From the workpiece structure point of view , the wall is thin , poor rigidity , difficult to process.

When machining parts raised parts , the tool system is easy to interfere with parts and fixtures . Therefore , the tool path must be optimized , such as milling milling instead of side milling , empty travel fast knife , optimize the position of the knife , the use of spiral interpolation and other means of milling . From the choice of machine tools , the turbine casing needs to be processed on a high-power machining center . From the processing process analysis , the casing needs to be rough , semi-finishing , finishing . In order to save the tool costs , in the manufacture of such parts , rough processing can be used high-performance ceramic cutter , semi-finishing and finishing using standard carbide cutting tools and non-standard high-performance special tool , which can significantly improve production efficiency The From the processing economy , the tool configuration program needs to be improved , as far as possible using the latest tool manufacturers R & D products.

2. Tool materials commonly used in aerospace manufacturing

With the aerospace industry , such as titanium alloy , high temperature alloys and other difficult to use a wide range of materials , how to correctly choose , the rational use of cutting tools for high-quality cutting has become a very important industry topics . With the workpiece materials and tool materials , structures and other mutual promotion , aerospace manufacturing industry to continue to develop , it can be said that the continuous development of the tool is the aerospace manufacturing industry continue to develop the driving force.

At present , the aerospace industry widely used tool materials are the following categories : tool steel (carbon tool steel , alloy tool steel , high speed steel ) , carbide , ceramic and superHeated tool materials . Among them , the largest proportion of carbide cutting tools , aircraft manufacturing is the leading tool , a wide range of applications . Compared with the cemented carbide , the ceramic material has higher hardness , hot hardness and abrasion resistance , and the chemical stability , oxidation resistance are better than the cemented carbide , therefore , the ceramic tool has become the development of the aviation industry tool A mainstream.

In the aerospace materials processing process , the groove processing and hole processing is difficult to process . Like the engine disk parts , shaft parts , casing parts processing tool processing requirements are very high , therefore , in such parts processing high-performance carbide standard tool and carbide non-standard tool use is very large The In the actual processing of the choice of the tool should consider the following factors : the workpiece material , the workpiece shape , processing requirements , processing machine tools , system rigidity , surface quality and technical requirements.

Take the turbine casing parts as an example , from the workpiece material analysis , deformation of high-temperature alloys , casting high-temperature alloys and other difficult to use a large number of materials , these difficult materials , thermal conductivity coefficient is small , high strength , high cutting temperature , easy to produce hardening , Tool wear fast , tool life is short , tool consumption , and therefore must be a reasonable choice of tool geometry.

From the point of view of the workpiece structure , the tool system is easy to interfere with the parts and fixtures when the wall is thin , the rigidity is poor , it is difficult to process and the parts of the parts are machined . Therefore , the tool path must be optimized such as milling milling instead of side milling and empty stroke Fast knife , optimize the position of the knife , the use of spiral interpolation , etc . milling.

From the processing process analysis , the casing needs to be rough , semi-finishing , finishing , in order to save the tool costs , in the manufacture of such parts , rough processing can be used high-performance ceramic cutter , semi-finishing and finishing The use of standard carbide cutting tools and non-standard high-performance special tools , which can significantly to improve production efficiency.

From the processing economy , the tool configuration program needs to be improved , as far as possible using the latest tool manufacturers R & D products . In the aviation manufacturing industry , the proportion of carbide cutting tools is the largest . Carbide tool for the aviation manufacturing is the leading tool , the scope of application is quite wide , in the NC tool material dominated . Carbide has become the main tool material , so that the cutting process to achieve the transition to the carbide age , due to different grades of carbide characteristics of different characteristics , and therefore its scope of application is also different . Carbide can be used not only to manufacture a variety of machines can be translatable tool , and can create a whole type of end mills , reamers , taps and drill bits . Carbide cutting tools is divided into ordinary hard alloy , coated carbide , ultrafine particles of cemented carbide , carbon (nitrogen ) titanium-based cemented carbide.

YT-type cemented carbide with YG class and YW class most of the excellent performance in the aerospace manufacturing industry is more widely used . Coated carbide has a higher hardness than the matrix , wear resistance , heat resistance , widely used . Ultrafine particles Carbide can be used in a wide range of intermittent cutting . Carbon (nitrogen ) titanium-based cemented carbide is mainly used for the continuous surface finishing and semi-finishing of steel parts.

At present , China's ceramic tool application is still in its infancy , the actual application of the development of slower . Ceramic cutting tools is mainly used for hard alloy cutting tools difficult to cut the workpiece rough . Aerospace manufacturing industry to promote the use of ceramic tools for a long time , in the ceramic tool geometric parameters , cutting the amount of use and technology need to accumulate experience . Ceramic materials Compared with cemented carbide , ceramic materials have higher hardness , heat and abrasion resistance . Ceramic tool chemical stability , antioxidant capacity are better than carbide , very suitable for dry continuous high-speed cutting high-temperature alloys , hardened just , bearing steel , high strength steel and other difficult to process materials . Aero engines in the application of many high-temperature alloys , shaft parts more , it is the ceramic tool to play its advantages . To achieve efficient processing , to replace some of the ceramic cutting tool carbide tool is completely feasible . Ceramic tool is not a universal tool , only the correct use in order to give full play to its superiority.

In view of the characteristics of ceramic cutting tools , the selection must pay attention to three aspects : ① to choose a good system rigidity , can effectively prevent the damage to the tool vibration , improve tool life . ② to prevent the impact of parts on the tool . For high hardness and irregular shape of the rough , should be cut and cut out at the first chamfering and then cutting . ③ to optimize the geometric parameters of the tool , the ceramic tool often used zero angle or negative front angle cutting . We have to fully grasp the performance of the workpiece material , based on the appropriate measures to make cutting to achieve high quality , high efficiency , low cost.

Carbide cutting tools for the aviation , automotive and other fields play an increasingly important role

In the new wave of world economic integration , the global manufacturing industry to accelerate the transfer of the Chinese mainland is the trend , China will gradually develop into a world-class manufacturing base . The obvious advantages of Guangdong , especially the Pearl River Delta region , will be developed within ten years into the world mold production center . The tool market is in the period of rapid development , and the simple single-function simple tool is being replaced by the ever-increasing number of multi-purpose tools . In the future production , the user will be on the tool research and development of higher requirements , not only in the tool materials and surface coating technology , but also for the production of tool technology will have more stringent requirements.

Carbide cutting tools is playing an increasingly important role in aviation , generators , automobiles , molds , oil and gas fields . Aerospace field requirements are high precision , high quality , high stability , high temperature , high strength titanium , aluminum alloy , aerospace field carbide cutting tool is mainly used in the engine , landing gear , body shell and so on . In the field of generators carbide cutting tools are mainly used in some special tools and process of turbine blades , shafts and pumps . In the automotive industry needs : high production and low consumption of processing , processing materials include : steel , cast iron , aluminum , light metal and stainless steel . In the mold industry needs : high quality , enhance the competitiveness , mainly used for surface treatment processing , materials : steel , cast iron , stainless steel , hard steel and so on . In the field of oil and gas has its special application , the material is steel , stainless steel , high strength alloy (such as titanium , nickel alloy ) ; medicine mainly requires small but high precision tool , material : stainless steel , titanium alloy.
In terms of technical updates , carbide cutting tools gradually replaces high-speed steel tools , especially circular knives . The application of coated tools is becoming more commoner . In Europe , the market share of new tool for high speed machining is increasing . Tool manufacturers from the cooperation point of view , in the field of high-tech market will appear a lot of big companies strong combination.

2017 Carbide Industry Summit Forum and production cooperation cooperation meeting held in Zhuzhou.

"2017 Carbide Industry Summit Forum and production and demand cooperation matchmaking " held in Zhuzhou , Hunan , the theme of the theme of " on the carbide world , build China to build the future ." . This event is one of the important activities of the " 2017 National Entrepreneurs 'Day and China Entrepreneurs ' Annual Meeting " , which brings together a group of top experts and entrepreneurs of cemented carbide materials in China to discuss the research and cooperation of cemented carbide materials Cooperation , for the " Made in China 2025 " to seek " strong gluten bone bone " good policy.

The meeting was sponsored by Hunan Provincial Construction Bureau of Leading Province , Hunan Provincial Economic and Information Technology Commission. Zhuzhou Municipal People's Government , Tungsten High-tech Materials Co , Ltd , Zhuzhou Cemented Carbide Group Co , Ltd , with more than 400 participants The Meeting by the Hunan Provincial Committee of the letter by the members of the party committee , chief engineer An Ke , Zhuzhou municipal party committee secretary , Municipal People's Congress Standing Committee Chairman Mao Tengfei at the meeting , the Ministry of Industry and Industry Deputy Director of the Ministry of Industry and Technology Miao Zimin , Secretary , director Xie Chaoying speech respectively.

In the speech, the CPC Central Committee and the State Council attached great importance of the development of new materials industry . In December 2016 , the National Leading Group for the development of new materials industry was set up , and the working mechanism was established . Innovation platform , and vigorously promote the application of new materials and promotion . Hunan new materials industry to maintain a rapid pace of development , formed into R & D into production , production and research , a complete range of new materials industry system , in the country and the world have a strong competitive edge , hope that Hunan relying on resources , scientific research and environmental advantages , In order to speed up the healthy development of China's new materials industry contribute wisdom and strength.

In recent years, the Hunan Provincial Party Committee and the provincial government actively docked the " Made in China 2025 " strategy , made the construction of a strong province decision-making deployment , the introduction of the construction of a strong province to build five-year action plan , the advanced hard Quality material industry chain as the province's 20 emerging advantages of one of the key industrial chain cultivation , Hunan is expected to build a world-class advanced hard materials R & D and manufacturing base . At the same time , he pointed out that the hope that the field of solid carbide field of entrepreneurs , experts for the development of cemented carbide industry in Hunan Province , the pulse of the prescription , advice , and strive to create a more shiny industry card , for the development of the national carbide industry Make a greater contribution.
The meeting also invited the Chinese Academy of Engineering Huang Bo Yun , Tan Jianrong academician , Chinese Academy of Sciences Ge Changchun academicians made academic reports , three academicians in their respective research areas , from the macro and micro aspects , combined with manufacturing strategy , carbide materials and related fields The development of the in-depth discussion . Tungsten High-tech Materials Co , Ltd , State Key Laboratory of Cemented Carbide , Zhuzhou Diamond Cutting Tool Co , Ltd , China Railway Construction Industry Group Co , Ltd . and other entrepreneurs at the meeting made a communication to promote the speech.

At the subsequent signing ceremony of the Cemented Carbide Production and Demand , 29 productions and application enterprises of China Tungsten High-tech Materials Co , Ltd , Zhuzhou Cemented Carbide Group Co , Ltd . and Yangquan Coal Group Huayue Machinery Co , Ltd . be signed at the scene . 17 production and demand agreements , involving strategic planning , business cooperation , product circulation in all aspects of the value of over 1 billion yuan.

China's Ministry of Industry and Industry to improve the industrial robot industry access threshold

China's Ministry of Industry and Information Industry is developing industry access conditions , improve the access threshold , strict control of industrial robot high-end industry low-end and low-end product overcapacity risk. High-profile announced the investment of 20 billion yuan to build a robot industrial park , local government support , 500 acres of industrial land quickly in place . Can be more than a year later , in addition to a core technology without the low-end robot assembly plant , the original planning reducer , servo motor and other high-end supporting business traces no . The real case of an ordinary county in a central province of China reflects a side of the development of China's industrial robots industry . Recently , the Ministry of Industry and Information Technology , said : " The field of high-end robot industry and low-end products , the risk of overcapacity , has caused the relevant departments attach great importance."

More than 40 industrial parks, more than 800 enterprises to grab cake " In 2010 , China's Wuhan , the United States to produce 500,000 units of air-conditioning , more than 10,000 employees; now, to produce 55 million units, 3,000 employees. " U.S. group of Wuhan refrigeration equipment company equipment manager said that large-scale industrial robots Use , the production processes information transformation , so that per capital efficiency increased by 20% per year.
Robot masses to use, in recent years, manufacturing enterprises to upgrade the outstanding features. Statistics show that since 2013 to become the world's largest industrial robot market, the Chinese industrial robot usage rose sharply. In 2014, sales of industrial robots exceeded 57,000 units , an increase in 54% ; sales in 2015 increased to 68,000 units ; 2016 robot installation capacity is as high as 85,000 units , more than the global number of new industrial robots 30%.

Industry analysts predict that in 2017 China's industrial robot sales will reach 102,000 units , the cumulative holdings will be close to 450,000 units , China's domestic robot market share from less than 5% in 2012 , to 2017 more than 30% ; In 2020 , China's industrial robot ownership will reach more than 80 million , the potential market demand value of nearly 500 billion yuan.

Industrial robots have been widely used in the national economy 37 categories of industry , 91 industries in the class . In 2016 , 3C (computer , communications equipment and high-end carbide cutting tool production) manufacturing and automobile manufacturing industry , the total sales of domestic industrial robots accounted for 30% and 12.6%.

However, the strong market demand , but also brought the industry overheated signs . According to statistics , the domestic focus on the development of the robot industry has more than 20 provinces , more than 40 robots industrial park . The past two years , the number of robot enterprises from less than 400 quickly increased to more than 800 , while the industrial chain-related enterprises over 3400 . Among them , only the number of Zhejiang robot enterprises have more than 280 . " There is a certain degree of overheating and low level of construction in the Chinese robot industry , and the phenomenon of blindness has indeed existed on some areas , " he said.

"5 years later, the domestic robot enterprises can leave a good 1/5 , and no core technology and core components of the manufacturers basically no living space ." . A domestic robot manufacturing enterprises to judge . More than six-axis multi-joint robot , about 90% from abroad . China's northeast of a car company , the procurement of a domestic enterprises to develop their own welding robot , due to lack of reliability , the production line was once stopped.

Geely Automobile Chunxiao factory procurement stamping workshop handling robot , many times to study the domestic robot enterprises , but in terms of load , repeat accuracy , control stability are not up to the design requirements , and ultimately had to choose ABB . SAIC GM has considered a few years ago domestic brands of welding robots , accuracy and reliability is also good , but the key parts dependent on imports , the price of 70% - 80% higher than foreign products.

"China's industrial robot development weakness for three : foreign brands accounted for more than 60% of China's industrial robot market share , more complex six-axis multi-joint robot , foreign companies market share of about 90% ; difficult to operate , the most widely used international welding Field , foreign robots accounted for 84% ; high-end applications focused on the automotive industry , foreign companies accounted for 90% of the share . " Shenyang Xin Song robot automation company president said.

(Wuhan ) company chairman , they gave a robot enterprises in South China opened the welding clamp interface agreement , but after several months of research , the enterprise welding robot reliability and stability Always meet the production requirements . In recent years , although the core components of the robot precision reducer , servo motor and other research and development has made " point " breakthrough , and has been put into production , but the Chinese enterprises in the robot core technology there is a big gap , reliability still need to continue to improve . In addition , the welding , surgery and other complex technology to master the grasp is not enough , especially in the perception and control technology , human-computer interaction technology , need to accelerate catch up.

High-end industry , low-end , industry barriers to entry to be improved " China's large manufacturing enterprises are still in the 'industrial 2.0 ' to 'industrial 3.0 ' transformation and upgrading stage , can replace the heavy manual labor workers and harmful environment in the operation of low-end industrial robots , the market is huge ." . In the first half of 2016 , 60.1% of industrial industrial robots are used in the field of handling and loading and unloading , sales increased by 94.3% year on year ; for cutting , grinding , deburring and other areas of processing robots , sales up 103% year on year.

In the low-end market demand for rapid expansion , industry investment enthusiasm naturally high . How to change from quantity to speed to quality , connotation type , is the current development of the local robot industry the biggest problem . It is reported that Dongguan , Guangdong , engaged in the robot industry-related enterprises over 200 , but most or buy foreign equipment integration , or procurement of foreign core components assembled , with less than 1/3 of intellectual property.

" While the transition to play a significant role in promoting the same time , local support policies may lead to some problems ." . First , lead to duplication . Support the manufacturing enterprises to purchase local equipment policy , so that robot enterprises blossom everywhere , resulting in a large number of low-end production capacities . The second is to lead to vicious competition . Support policies to a certain extent , cause enterprises to re-production , light research and development , gave birth to a group of quick moneys to get a small business , leading to low-cost low-cost competition . Third , the impact on independent brand image . The survey found that there is a local support policy , there is no open and transparent audit standards and processes , enterprises in the design of products when the lack of uniform norms and indicators , some technology is not yet mature to preemptively list , uneven quality , weaken the user confidence in the use of autonomous robots The.

Policy optimization is imperative . First , the implementation of good industrial conditions and industrial development of health guidance , to promote resources to the advantages of enterprises to focus on encouraging the industry to the high-end development ; the second is to strengthen the robot standard system to speed up the development of the industry need to develop the technical standards ; Good national robot innovation center , production and research with close cooperation to solve the key issues of common technical issues . Ministry of Industry is developing industry access conditions , improve the access threshold , strict control of industrial high-end industrial robot industry and low-end product overcapacity risk.

Tell you why ceramic pieces can be used to make Bulletproof Vest

Bulletproof material must consider three characteristics:
First , high hardness , followed by compressive strength , and then the bulk density . Hardness : high hardness of ceramic materials , fragile , effectively absorb the impact on bullet's . Compressive strength : to provide greater resistance to high-speed bullet's , effectively reduce the bullet speed . Bulk density : bulletproof material must be lightweight , the same weight Bulletproof Vest , small bulk density can be equipped with thicker bulletproof material , so that better anti-ballistic effect of equipment . In recent years , ceramic materials in the field of bullet-proof applications become more maturer , has spread from the special military equipment to the daily police equipment (including a variety of security areas ) . More common bulletproof ceramic materials are three (alumina , silicon carbide , boron carbide ) costs doubled .  

Ceramic does body armor is not possible, 1 Product feasibility is certainly feasible . Bulletproof Vest is mainly for the warhead or shrapnel , these two things have two kinds of people hurt : through the body warhead or shrapnel are sharp , In the high-speed movement has a strong kinetic energy , directly through the human body or drill into the meat in formation of injury . To combat the formation of internal injuries Sometimes , although the warhead or shrapnel as a result of blocking the body did not drill into the body , but the high-speed movement to bring a powerful kinetic energy , real body is absorbed , the popular point is the warhead or shrapnel first hit a certain part of the body , this part After the impact force , the force is then passed to the subsequent organ , and then passed to the other organs inside the body (of course , the direction of the ballistic path ) . The body of the organ is equivalent to a high-precision instruments , by this brute force , will naturally be damaged , the formation of internal injuries. 

Therefore , the bulletproof layer of the body armor needs to play two roles : to prevent the warhead or shrapnel drill , to resolve the impact of the body when the force to prevent the warhead or shrapnel drill , You need high hardness , so that it does not move ; Strength , strong enough to withstand the impact . To destroy the power of the impact on the human body , You need to " soft grams just " , so that " mud cattle into the sea " , play no role , Helpless . The In physics or materials , It is called " energy absorption " . The bulletproof layer of the ceramic body armor is certainly a composite material , the outer layer is a ceramic tile , the bullet or shrapnel is slug , and the inner layer is used as a buffer layer with a high elasticity and strong enough.

The feasibility of industrialization Ceramic as a bulletproof layer is the ideal material, but there are "brittle" birth defects, once the warhead or shrapnel impact strength is higher than the ceramic sheet can withstand the limit, it will not happen as metal Deformation can be, but directly broken, like a "destroy switch" the same. So the life of the body armor depends on Shashi Hou encountered high impact force of the bullet. People who use body armor certainly hope that body armor can be used repeatedly, ceramic materials at this point, really less than metal, nylon, Kevlar and other high toughness of the material. In short, the ceramic body armor is the ideal body armor, high safety factor, but life is not Kaopu, for the strength of the following limit of the bullet, just shot, but once hit a high strength, flew bad, at least by Damage to the impact area. If the ceramic plate can be replaced, which piece of bad for which piece, it would be no problem. 

So the ceramic does body armor is not because of his strength or strength than the problem . Because the strength of the ceramic itself is not high , especially the tensile and bending strength . Even if the ceramic light , there is no need to sacrifice the main parameters so much in exchange for light . Ceramic does  bullet-proof clothing should be mainly because of the hardness of ceramics , such as SiC . High hardness , high modulus can make it in the impact of the bullet when the deformation does not occur inward , so that bullet's can not penetrate the body armor , which play a protective role . If the hardness is low , low modulus , deformation under the impact of the bullet , even if the bullet does not penetrate will hurt people . This is why the parameters of the body armor should not be the main strength , high strength material modulus may be very low , in other words the deformation rate is very large , the deformation rate reaches a certain degree will occur bullet's with body armor to hit the body Happening. 

 

Russia to block the Chinese WeChat social application software .

The Russian Federal Telecommunications Authority has incorporated social software such as China's WeChat into the list of screens because they violated the Russian network regulations and did not upload user data . Russian media also announced the ban on Chinese  social applications WeChat , Line , BlackBerry Messenger and other similar products are also sealed.      

Russian Federation Communications , Information Technology and Mass Media Supervision Press Secretary Wajim Amphilovsky told the agency that it restricted the use of China's instant messaging software (WeChat ) in Russia , as well as the use of the software website access permission . 

This time the banned revelation is not a WeChat , synchronization also Line , BBM (BlackBerry Messenger ) and other communications software , and the reasons for the closure Although there are reports because " because it is not registered in the relevant departments " is a violation of the " Russian network Regulation 15.4 : Any communication product information must be registered in the Russian Network Communications and Mass Media Authority . 
                                                      

China 's first international mainstream lines of passenger aircraft C919 first flight success.

China produced the first international mainstream of the domestic large passenger aircraft C919 , 5 at 14 o'clock in Shanghai , China Pudong International Airport first flight .
From the China Commercial Aircraft Co , Ltd . learned that , C919 first flight is expected to last more than 1 hour , the aircraft cruise altitude of about 3000 meters , cruising speed of about 300 km / hs . After the first flight is completed , the aircraft will land at Pudong International Airport in Shanghai , China.
C919 full name is " COMAC919 " , COMAC is the main manufacturer of C919 Chinese commercial company's English name abbreviation , " C " is the " COMAC " the first letter , but also the Chinese English name " CHINA " the first letter , Embodies the large passenger aircraft is the will of the country , the people's expectations . The first 9 meaning " forever " , 19 meaning C919 large passenger aircraft maximum capacity of 190 people.
C919 has completely independent intellectual property rights in China , is China's construction of innovative countries , the landmark project , embodies the best domestic design talent and engineering talent , for the advanced aerodynamic layout , structural materials and a variety of high-tech materials (precision carbide Parts) and airborne systems , developers have planned a total of 102 key technical research , including aircraft engine integrated design , telex flight control system control law design , active control technology.

China's first quarter of the transformation and upgrading of manufacturing results show

In the first quarter, China's industrial sector supply side of the structural reform in depth. In the cost reduction, to promote the introduction of a series of measures to reduce tariffs. The steady development of the current pressure still exists, the next step to increase the intensity of efforts to strive for more obvious negative results in response to social expectations; "China made 2025" policy measures since the implementation of stable industrial growth, accelerate the transformation and upgrading of manufacturing play an important Effect, the effect of the initial show.

The latest release of industrial communications industry development data show that in the first quarter of China's industrial capacity above the scale of profit margins reached 75.8%, compared with the first quarter and fourth quarter were higher than 2.9 and 2 percentage points higher. Iron and steel industry in the last year out of more than 65 million tons of production capacity on the basis of the first quarter of this year, crude steel production increased by 4.6%, capacity utilization reached 73.7% over the fourth quarter of last year, capacity utilization increased by 0.7 percentage points. In this regard, the Chinese Ministry of Industry and Information Technology spokesman said at a press conference, the first quarter, China's industrial sector supply side of the structural reform in depth, "three to remove a supplement" to make new progress.

"Land Steel" action hundred days countdown, in terms of production capacity, to promote steel and other industries to deal with "zombie enterprises", the decomposition of the implementation of 2017 to resolve 50 million tons of excess steel production capacity plan, crack down on "bargain" and other illegal production behavior. The current clearance of "Land Steel" action has entered the 100 day countdown. China Steel Association vice president revealed that the "land of steel" clearance work before the end of June to complete without much problem. At present, the provinces and autonomous regions have cleared the "strip steel" enterprises a total of more than 500, involving production capacity of 119 million tons. May 2 to May 25 to the production capacity of the inter-ministerial joint meeting will also send nine working groups around the "land steel" clean-up to carry out special inspections, is expected in July, August, will be to " Steel "clearance work total acceptance.

In this regard, in July this year, in August, China's Ministry of Industry to carry out a check-up inspection work to ensure that the first half of the "land steel" completely banned, not banned in accordance with the requirements of the "land steel" enterprises, as a negative typical According to regulations, strictly and severely responsible. It is noteworthy that, with the "land of steel" gradually clear, the effectiveness of China's steel industry rebounded significantly, but the output did not decline. According to China Steel Association data show that in the first quarter, China's crude steel production increased by 4.6%; average daily crude steel was 223.44 million tons, equivalent to an annual output of 816 million tons of crude steel, slightly higher than last year's crude steel production; March Nissan level reached 232.25 million tons, a record high.

"Clear the 'steel', to the production capacity does not represent the output." China Steel Association executive vice president said that China's steel production capacity is still far greater than demand, is expected to produce capacity will be greater than demand. Iron and steel enterprises to overcome short-sighted behavior, not blindly expand production. Under great efforts to reduce the burden on enterprises, in terms of cost reduction, to promote the introduction of a series of measures to reduce tariffs. It is reported that the first two months above the scale of industrial enterprises per hundred yuan in the main business income in the cost of 84.91 yuan, down 0.28 yuan. "As the leading unit of the joint meeting of the State Council to reduce the burden on enterprises, the Ministry of Industry and the Ministry of Posts and Telecommunications has made great efforts to promote the establishment of a fee - list system,

In promoting the work to reduce the burden of enterprises, the Ministry of Industry has established four mechanisms, one through the enterprise burden reduction survey work evaluation system, found that the problems involved in the charges, the formation of the problem discovery mechanism; the second is through the special report, briefings and other forms To the Chinese State Council to reflect the problem; Third, through the supervision system at all levels of joint meeting to establish a coordinated mechanism to solve the problem; Fourth, through the reporting platform to establish problems and exposure mechanism. These efforts, especially the establishment of the relevant mechanisms have been generally welcomed by enterprises.

For example, through the 'camp by variable' tax reduction of nearly 10 million; by reducing the insurance contribution rate, the enterprise has reduced spending 50,000 yuan; as the government to reduce the cost of the enterprise, Science and technology enterprises, we received hundreds of thousands of government support funds ... ... these measures not only reduce the expenditure of enterprises, more enterprises to provide a broader development of the broader space. "Speaking of the government's" cost reduction "measures, BTCarbide Precision Carbide Co., Ltd president to the reporter forget such an account.

"The current steady growth pressure still exists, Tungsten carbide manufacturers in China, production and operation which also faces many difficulties and problems, carbide manufacturers on the burden of subjective feelings are still relatively strong, especially to reduce the burden on enterprises The next step is to increase the intensity of work, and strive to respond more clearly with the results of social expectations.

The transformation and upgrading of the manufacturing industry show that, in the aspect of supplementing the shortcomings, since the implementation of the "China-made 2025" policy measures, it has played an important role in stabilizing industrial growth and accelerating the transformation and upgrading of the manufacturing industry. China in 2015 issued a "Made in China 2025" notice. Since the implementation of the "Made in China 2025" since the implementation of the national manufacturing innovation center construction, intelligent manufacturing, industrial strong base, green manufacturing, high-end equipment innovation and other "five projects" solid progress; 2016 annual 15 major landmark projects, Implementation, four basic implementation, the rest is advancing.

China Ministry of Industry and Information Technology Operations Monitoring and Coordination Bureau deputy director said that this year the Ministry of Industry will focus on six aspects of work: to increase the "five projects" to implement efforts to actively promote the construction of innovation centers; expand the pilot model city (group) coverage; Round of major technological transformation and upgrading project; to promote the integration of manufacturing and Internet development; optimize the manufacturing environment.

This year continue to carry out "Internet +" manufacturing pilot demonstration, accelerate the upgrading of industrial Internet infrastructure. Now, 47% of the large enterprises to build a collaborative operation of innovation platform, two integration (information and industrial integration) management system operating costs of enterprises operating standards fell by an average of 8.8%, operating profit increased by an average of 6.9%. This year will also select 20 to 30 cities (groups) to continue to carry out the "China made 2025" pilot demonstration to create a pilot pilot city (group), in the implementation of new development concepts and other aspects of the pilot.

Through the "Internet +" to promote China's nonferrous metallurgy, superhard materials and tungsten carbide tools production transformation has been reflected in the obvious results.

From an international perspective, the world economic recovery is slow, the growth rate of domestic industrial investment is low, the production and operation costs increase, the old and new energy conversion also need a process to support the stable growth of industrial factors to be further cultivated. To achieve stable industrial growth, and continuously improve efficiency, there are a lot of work to do, need to pay hard work.