Kurt Bettenhausen, chairman of the interdisciplinary VDI panel Digital Transformation, who presented the results of the survey at the Hannover Messe 2018, stated that the December 2018 Calendar Kalnirnay USA was a leader in basic research, but also in the use of AI for the evaluation of unstructured consumer data, due to stricter data protection regulations such as new DSGVO in Germany and Europe is only conditionally possible.
Outlining the benefits of AI and the associated opportunities to reinvent its own products with digital technologies.2. Develop a vision on how existing offers can be complemented by AI.3. Provide the resources needed to develop AI-based products.4. Implementing their vision and concrete initiatives to enable December 2018 Calendar Spanish large-scale digital reinvention of products. If the companies studied are classified by industry and up-to-date for use in specific clusters, the level of maturity in the Artificial Intelligence industry is demonstrated to industry is very different.
December 2018 Calendar SpanishAutomotive companies are more likely to be able to vigorously pursue and implement AI initiatives than others. After all, nine percent of the companies in the automotive industry already achieve the third and five percent even the fourth development stage. By contrast, manufacturers of industrial machinery are not yet ready. Only seven or three percent reach the third stage here. Only one percent is at Level 4, the highest stage of AI maturity. The AI avant-gardists have one thing in common - that they work closely with ecosystem partners to identify the AI applications that are most beneficial to them bring the customer. Most companies rely on AI solutions such as machine vision (73 percent), deep learning (64 percent) and robot-controlled process automation (64 percent). In order to provide additional momentum especially for machine learning, the mechanical engineering association VDMA recently launched the working group " Machine Learning ". The VDMA Competence Center Future Business had already explored the topic extensively in 2017 with the study "Machine Learning 2030 - Future Images for Mechanical and Plant Engineering". At the decision of the board of the Software and Digitalization Association, the VDMA should now present the topic in the new working group. The user and provider bring together, continue to push "Currently 375 members in the VDMA Software and Digitalization Association show clearly the importance of digitization in mechanical engineering," emphasizes Matthias Dietel, IBM Germany Lab and member of the board of directors of the association. VDMA Quick Guide: What can you do with AI Mechanical engineering companies that want to use machine learning, fra... be retrofitted in the short term, says the scientist. A planning software from the same institute acts as a virtual operator that schedules, assigns, controls and monitors the entire manufacturing process. The concept of the system can also be transferred to other fields of application. Among others, FORTISS focuses on textile production. In the future, customers should be able to design their own clothing in the online shop. The order is then handled directly by the convertible factory. Automotive: Deep Learning and AI in Engine DevelopmentThe German Research Center for Artificial Intelligence (DFKI), the world's largest nonprofit research center for AI, and IAV, December 2018 Calendar Spanish one of the leading development partners to the automotive industry, are launching common "research laboratory learning from test data" (FLaP). In the new test environment at the DFKI in Kaiserslautern, special analysis methods of artificial intelligence for use in test procedures in automotive development are being researched and developed. Machine learning technologies, including deep learning and time series analysis, are used.
A week ago, Federal Minister Anja Karliczek and Federal Minister Hubertus Heil presented the cornerstones of the Federal Government for an Artificial Intelligence strategy in Berlin. The Federal December 2018 Calendar To Print Government's key issues paper states that the use of AI should be "promoted responsibly and for the benefit of society and new value creation potentials" .Germany to the world's top AIKunstliche IntelligenzDeutschland is to the KI-Welttspitze19.07.18 - Still it is the USA and China, but soon Germany wants to be the leading location for artificial intelligence.
December 2018 Calendar To Print"Artificial intelligence is finding its way into our everyday lives and we want this technology to help people. That's why we put the benefits to people in our country at the heart of our AI strategy. Properly designed, AI is an important key to growth and prosperity, "Federal Research Minister Karliczek is convinced. The idea of advancing AI in Germany has also been taken up by the new KI Federation. On the occasion of the Handelsblatt Conference "Artificial Intelligence", Association President Jörg Bienert, founder and board member of the Cologne-based deep learning company aiso-lab, presented the association's goals. In particular, the association's work should, according to the will of the (founding) members, contribute to the fact that politics and society are "not... neatly and accurately "using AI technology." AI is seen as either a great savior or a great danger. Opponents and friends create a false hype, "said Bienert. To give the matter the necessary political tailwind, the newly formed AI Association has a political advisory board, the Thomas Jarzombek (CDU), Jens Zimmermann (SPD), Manuel Höferlin ( Chairman of the political advisory board is Marcus Ewald of the Young Economic Council. CDU politician Jarzombek - he made his statement at the Handelsblatt conference via video-switching - is convinced. "As Ewald pointed out, however, the potential of artificial intelligence can only develop if it is" people-centered "and" people-friendly ". On the question of what a "responsible use of artificial intelligence" could look like, the ITK association Bitkom was also concerned gskatalog shows ways in which supported decision-making through algorithms, machine learning, and AI can be used for the benefit of society and the economy. EXTENDING MACHINE LEARNING THE HUMAN SKILLS? For this purpose, the three Federal Ministries for Economics, Research and Labor have prepared a key paper for a national AI strategy, which the Cabinet adopted on Wednesday in Berlin. Especially where people could make mistakes, such as quality control Manufacturing, a self-learning algorithm detects even the smallest changes and can assess impact. Impressively, drones and satellites can be used to inspect long pipelines, for example. This is also of great importance in the area of data security. Here, machine learning quickly locates anomalies in transactions and processes, detects bribery attempts, and effectively protects against hacking. Even everyday processes are simplified. If a train unexpectedly fails, an algorithm redefines individual travel planning with a context-sensitive application: The customer sees alternative routes online or in an app, which bring him to his destination as quickly as possible, despite the failure.Source: SAPWhat makes the difference? Pioneers of the December 2018 Calendar To Print low-performers, but what makes leading companies other than "low performers" in AI use? To achieve significant results through the use of Artificial Intelligence, companies have to go through four stages of development, as the Accenture study shows: 1.
On the occasion of the Handelsblatt Conference "Artificial Intelligence", Association President Jörg Bienert, founder and board member of the Cologne-based deep learning company aiso-lab, presented December 2018 Calendar Editable the association's goals. In particular, the association's work should, according to the will of the (founding) members, contribute to the fact that politics and society are "not .
December 2018 Calendar EditableThis country is even quite well positioned. However, the still inadequate digital penetration of production prevents the use of AI technologies on a larger scale. The statement "We lack the prerequisites for digitally networked production (Industry 4.0) in order to use AI technologies efficiently." In the VDI survey around two-thirds of the surveyed members agreed or "rather" agreed. Only 13.9 percent felt differently and expressed the opinion that their company was sufficiently prepared for the "fourth industrial revolution". "We did not expect that to happen in this way", emphasized Bettenhausen at the press conference at the Hannover Messe 2018. To make matters worse, there was often a lack of the skills required for the beneficial use of AI methods. Professionals who are proficient in KI methods are scarcely available in the companies and hardly available on the job market. Consequently, the practical use of artificial intelligence in German industry is still in its infancy. The majority of companies (just under 60 percent) currently uses AI only for data analysis. Only a small group of companies succeed, as a study by Accenture shows, using artificial intelligence in their own core business and reinventing existing products using AI or even offering new, AI-based products on the market. This KI Aventgarde involves intelligent technologies and Human creativity interacting with analytics and deep industry expertise so tightly that they deliver measurable results today. While 98 percent of all companies surveyed by Accenture have already added individual KI applications to their existing portfolio, only one in six (16 percent) has a holistic vision of how to use this technology more creative use of AI was led by Accenture's (population) respondents: poor data quality as the biggest problem (51 percent), concerns over data and IT security (45 percent), the difficult balance between buying standardized AI solutions and the development of their own individual solutions (45 percent), legal uncertainties in the disclosure of data and the protection of intellectual property (40 percent). Especially with German companies, the pros and cons of own vs. "Purchased" AI solutions in the first place (54 percent); However, security concerns were only 38 percent in Germany and less than one-third unclear data and intellectual property issues were the most pressing problem in the context of AI (31 percent). "The reinvention of industrially manufactured products by KI is still in its infancy and the road to success is anything but easy, "comments Eric Schaeffer, Senior Managing Director at Accenture. "However, the achievements of the KI pioneers demonstrated in our study clearly show that this is feasible and that the business benefits of AI in the industrial sector are very high." Federal Government presents key AI pointsSo the German policy also sees that To stand up for the competition and be in the forefront, "said December 2018 Calendar Editable German Chancellor Angela Merkel in her opening speech on the occasion of the Hannover Messe 2018. The announcements now seem to be followed by deeds.
The majority of companies (just under 60 percent) currently uses AI only for data analysis. Only a small group of companies succeed, as a study by Accenture shows, using artificial December 2018 Calendar Singapore intelligence in their own core business and reinventing existing products using AI or even offering new, AI-based products on the market. This KI Aventgarde involves intelligent technologies and Human creativity interacting with analytics and deep industry expertise so tightly that they deliver measurable results today.
December 2018 Calendar SingaporeWhile 98 percent of all companies surveyed by Accenture have already added individual KI applications to their existing portfolio, only one in six (16 percent) has a holistic vision of how to use this technology more creative use of AI was led by Accenture's (population) respondents: poor data quality as the biggest problem (51 percent), concerns over data and IT security (45 percent), the difficult balance between buying standardized AI solutions and the development of their own individual solutions (45 percent), legal uncertainties in the disclosure of data and the protection of intellectual property (40 percent). Especially with German companies, the pros and cons of own vs. "Purchased" AI solutions in the first place (54 percent); However, security concerns were only 38 percent in Germany and less than one-third unclear data and intellectual property issues were the most pressing problem in the context of AI (31 percent). "The reinvention of industrially manufactured products by KI is still in its infancy and the road to success is anything but easy, "comments Eric Schaeffer, Senior Managing Director at Accenture. "However, the achievements of the KI pioneers demonstrated in our study clearly show that this is feasible and that the business benefits of AI in the industrial sector are very high." Federal Government presents key AI pointsSo the German policy also sees that To stand up for the competition and be in the forefront, "said German Chancellor Angela Merkel in her opening speech on the occasion of the Hannover Messe 2018. The announcements now seem to be followed by deeds. A week ago, Federal Minister Anja Karliczek and Federal Minister Hubertus Heil presented the cornerstones of the Federal Government for an Artificial Intelligence strategy in Berlin. The Federal Government's key issues paper states that the use of AI should be "promoted responsibly and for the benefit of society and new value creation potentials" . Germany to the world's top AIKunstliche IntelligenzDeutschland is to the KI-Welttspitze19.07.18 - Still it is the USA and China, but soon Germany wants to be the leading location for artificial intelligence. For this purpose, the three Federal Ministries for Economics, Research and Labor have prepared a key paper for a national AI strategy, which the Cabinet adopted on Wednesday in Berlin. "Artificial intelligence is finding its way into our everyday lives and we want this technology to help people. That's why we put the benefits to people in our country at the heart of our AI strategy. December 2018 Calendar Singapore Properly designed, AI is an important key to growth and prosperity, "Federal Research Minister Karliczek is convinced. The idea of advancing AI in Germany has also been taken up by the new KI Federation.
This led to collisions in the machine and to production stoppages. With the help of special sensors and a KI algorithm, Trumpf has now found a way to avoid these disruptions. December 2018 Calendar Marathi Trumpf also looks into machine noise as an indicator of potential disruptions and failures, as Klaus Bauer, head of basic technical research at Trumpf, explains.
December 2018 Calendar MarathiExplained in his speech at the Handelsblatt Congress. Recently, there is a special smartphone app for it. In a first step, the machine sends the microphone-picked sound spectrum to the Azure Cloud, where it is analyzed using an AI application.In addition, various background discussions and talks were held at ministerial level (Germany, EU). An indicator of the activities of the countries / regions are, according to Harhoff, the (published) contributions to important AI contributions. As expected, the US leads by a considerable margin, followed by the EU, with Germany being the most active journalist in the EU (see picture gallery). For example, vibrations can be identified that the ear can not recognize. From the cloud, the analysis results finally reach the app. The service technician can then encircle the problem and decide whether and which maintenance or repair measures have to be taken. KI needs to train the algorithms n data that are not big enough. And of course, computing power. The latter does not lack in the cloud age, in many cases already. The situation could be better, according to Klaus Bauer, if more companies decided to give their (machine) data to the cloud. But the data quality leaves something to be desired. According to Dr. Bernd Heinrich, CDO for Smart Mobility Solutions at Bosch, estimates that around 80 percent of the data collected is simply worthless, which is why the reservoir of usable data for the training of AI engines continues to shrink. An alternative could be training with simulated data. Trumpf manager Bauer has as his data source the digital twin - that is the virtual image of a machine or plant - in the sights. With this "digital twin" certain machine conditions can be simulated., The generated data can then be used for training the algorithms and neural networks. How "top" is Germany at KI? But where does "Germany" stand up in terms of artificial intelligence specifically in international? Answers to this burning question were tried at the Handelsblatt Congress Dietmar Harhoff of the Max Planck Institute for Innovation and Competition. As a basis, he used the EFI Annual Report 2018, which reflects the state of things in autonomous systems and artificial intelligence in a global comparison. The investigation is based inter alia on technical discussions with representatives of established companies, start-ups, research institutions and public institutions in Germany and the USA (Silicon Valley). Similar findings are provided by a survey conducted by the VDI (Association of German Engineers) among 900 members , So Germany's position in the global AI scene is not really bad, but not really "great". December 2018 Calendar Marathi According to 80 percent of respondents, top AI nations are the US, followed by China, with China setting the pace in its AI China 2025 plan. Germany comes in third with a vote of 30.4 percent.
Where the AI journey could go with such cognitive machines is currently exploring the company NNaisense, co-founded by Schmídhuber. In collaboration with a major vehicle manufacturer, the technology forge in Lugano, Switzerland, is working on "pain-sensitive" automobiles. The vehicles learn from mistakes they December 2018 Calendar Telugu make in autonomous parking (for example parking bumps). If they are tapping anywhere, they receive pain signals that they can avoid future "good behavior." Display Still, this is all a research project.
December 2018 Calendar TeluguNevertheless, one must count on the fact that humans in the near future "will not be the crown of the creation any longer", Schmidhuber is convinced. Also, US entrepreneur Elon Musk (Tesla, SpaceX, Hyperloop) as well as the futurist Ray Kurzweil (Singularity University) like Schmidhuber believe that artificial intelligence will sooner or later surpass the "natural" intelligence of man. Kurzweil speaks of a technological singularity. ARTIFICIAL INTELLIGENCE: DEFINITIONArtificial intelligence is the umbrella term for applications in which machines provide human-like intelligence. These include machine learning or machine learning, natural language processing (NLP) and deep learning. The basic idea is to create an approach to important functions of the human brain through machines - learning, judgments and problem solving.This type of learning enables, among other things, the so-called Natural Language Processing (NLP). It is about the processing of texts and natural human language, which is used, inter alia, in the voice service Alexa of Amazon. The most promising method of machine learning currently deep learning is seen, which uses very deep neural networks with multiple levels and a large volume of data. In contrast to NLP, the algorithm deep-learning goes deeper: the machine recognizes structures, they can evaluate and in several improve independently on both forward and reverse passes. The algorithm uses multiple node levels (neurons) in parallel to make informed decisions. For example, deep-learning medicine can assist in the early detection of cancer or heart disease, and can screen children's DNA profiles for gene markers indicative of Type 1 diabetes. Deep Learning is used in research, among other things, to evaluate thousands of cell profiles and their active genes, or particle showers that occur when proton beams collide in a particle accelerator. Since this type of learning solves complex, non-linear problems, it also occurs in self-driving vehicles Used to correctly interpret confusing traffic scenes: pedestrians, cyclists, weather, traffic signs or trees - the behavior of the road users must be correctly recognized and predicted, taking into account all possible factors.Source: SAPVisionary flights and earthlyThe event, however, offered not only visionary Heights, but also "grounded" - use cases and very specific applications. After all, KI - not only in the form of chatbots or smart speakers like Alexa - has meanwhile found its way into our everyday lives. More and more industrial companies rely on AI, as company representatives with use cases and best practices in the context of the Handelsblatt Congress occupied.So the Ditzingen engineering December 2018 Calendar Telugu company Trumpf tried with KI support to solve a well-known and quite annoying problem in laser stamping. So far, it has happened again and again, that with the laser "cut" parts in the workpiece (ie the sheet metal sheet) jammed.
Businesses can greatly increase process and operational efficiency by eliminating manual entry in the ERP system, scanning of product codes, and error-prone checking December 2018 Calendar South Africa of all goods by delivery note. Smart warehouse management facilitates and accelerates manual, data-intensive warehouse operations. In this case, these application scenarios only serve as a selection of the manifold possibilities of smart factory technologies.
December 2018 Calendar South AfricaHowever, in order to take full advantage of this, companies need to unify the proprietary systems in a single cyber-physical system. This system connects the digital data to the physical machines. The right implementation leads to a competitive advantage, which can ultimately be decisive for the long-term existence in the market. Next to Blockchain and Bitcoin the biggest hype in the digital scene is Artificial Intelligence (AI). The economic importance of the technology is enormous. The article gives an overview of current projects and use cases. In addition, we present some AI research projects and fields. Technothrill and a lot of action: This promises the current Pageturner "The Tyranny of the Butterfly" by bestselling author Frank Schätzung. The theme of his novel is Artificial Intelligence. As expected, this runs completely out of control. The AI engine, resident in a quantum computer, eventually develops its own will and systematically begins to eliminate humanity instead of solving its problems, as intended by its creator. As always with Schätzing high voltage is provided. And otherwise, the expert for fast-paced thrillers with eco and technology bumpgrounds is always up to date. Because hardly a topic - apart from the topic Blockchain - is currently being hyped as much as Artificial Intelligence. A total of 1.2 billion results Google brings together to the keywords Artificial Intelligence, Artificial Intelligence and Machine Learning. To the term Blockchain spits out the (even with artificial intelligence working) search engine "only" 117 million references - and if one takes the term Bitcoin still added, so it summarily summarizes 386 million.Artificial Intelligence - a term from the 1950ernDer current hype is astonishing at first, because Artificial Intelligence is actually an "old hat" The term itself was already coined in 1955 (!) by John McCarthy. For him, the goal of KI was to "develop machines that behave as if they had intelligence." A few years later, the MIT scientist invented the legendary LISP computer that wrote programs that could change themselves. And that's a typical feature of AI algorithms. AdvertisementWebinar of the WeekWeb Conference: Networked ProductionAlso the algorithm with the slightly cryptic name "Long short-term memory (LSTM)" - German: long short-term memory - with which today almost all speech recognition systems work, is by no means fresh. It was presented in 1997 by Sepp Hochreiter and Jürgen Schmidhuber (TU Munich) in a publication. When finally large amounts of data could be used for training and powerful computers were available, LSTM ensured the breakthrough of AI. As KI pioneer Jürgen Schmidhuber explained in his keynote address at the Handelsblatt conference "Artificial Intelligence" in Munich in March 2018, speech recognition is still one of the most important fields of application for AI. However, the doctorate in computer science and mathematician, December 2018 Calendar South Africa who now works as a scientific director at IDSIA, a Swiss research institute for artificial intelligence, sees the greatest potential in the field of Congnitive Robotics. Kogniti robots or machines are intelligent systems that set their own goals and then pursue them consistently.
This is due in particular to the fact that the home-made solutions have no standardized interfaces and thus generally can not communicate with each other and also mean a high level of maintenance. To overcome this hurdle, experts must first create unified platforms that interconnect all these different island Blank December 2018 Calendar solutions. However, many entrepreneurs are dreading this step: what to do if something goes wrong with the changeover and everything does not work right away? Is the complete manufacturing chain then broke and risked loss of revenue?
Blank December 2018 CalendarHow complex are the new systems and how high will the training costs be for the employees? These supposed obstacles can be completely avoided or at least reduced by gradually introducing the smart technologies. DisplayWebinar of the WeekManufacturing Smart Production FacilitiesSmartphone Manufacturing at the Factory of Tomorrow TodayThe key reasons why linking, automating, and sometimes virtualizing, the manufacturing steps are shorter time-to-market times and market cycles. The example of Apple is easy to grasp: every one to two years appears a new iPhone in the market. Currently, smartphones are in use for about two to three years on average. The need for new devices is there and end customers want to see results as quickly as possible. In order for the smartphone to be delivered in the desired, fast time and quality, all steps in the value chain must be optimally interlinked. The first step in producing a new product, such as a smartphone, is usually the creative design. Rapid prototyping is very well suited for this. Here, digital 3D design data forms the basis for the 3D printing of a physical prototype. Alternatively, functional virtual reality mockups can actually be experienced with data glasses before the first batch comes off the line. The advantage of these methods: These technical solutions allow product managers to inspect the first creative designs faster and better, making decisions faster and releasing the design for production. Finding the best supplier quickly and preciselyIf the design phase is completed, the order for the raw materials follows. In a smartphone, for example, about 300 different components are integrated. That in turn leads to a very k complex, sometimes global supply chain, and thus brings with it some challenges. Companies need to find the cheapest supplier who can deliver the required amount of raw material quickly, in good quality and at the best price. Linked systems make this search a lot easier. A comprehensive portal enables the production manager to access all suppliers at the same time and therefore not have to address each supplier separately for each individual part. These central portals are an important, first step in the direction of a truly intelligent supply chain. Aware of where - Smart Warehouse Management In the case of an intelligent supply chain, RFID chips or similar technologies built into the parts allow the product to be located as well as one Remote diagnostics about their condition. This allows companies to understand in real time when their goods will arrive and, later, where exactly the parts are in the warehouse. Employees can check at any time in the Blank December 2018 Calendar database whether the stock is still sufficient and in what condition the goods are. The protracted preparation of a prototype is almost completely eliminated.
Unfortunately, the Bixby software on my test equipment is far from what was announced there. To start the voice control should be possible only in Chinese and Korean. English will follow in a few months, the adaptation to German take even longer, says Samsung. After an update that I was able to install on April 17 on the test devices, the language December 2018 Calendar Cute features appeared after all, but I could not use them. For a long time, companies have independently expanded and adapted the most prevalent island solutions, which has certainly worked for a certain period of time. However, the proprietary solutions are now reaching their limits.