10 Ways Machine Learning Is Revolutionizing Manufacturing

Louis Columbus for Forbes:  Every manufacturer has the potential to integrate machine learning into their operations and become more competitive by gaining predictive insights into production. Machine learning’s core technologies align well with the complex problems manufacturers face daily. From striving to keep supply chains operating efficiently to producing customized, built- to-order products on time, machine learning algorithms have the potential to bring greater predictive accuracy to every phase of production. Many of the algorithms being developed are iterative, designed to learn continually and seek optimized outcomes. These algorithms iterate in milliseconds, enabling manufacturers to seek optimized outcomes in minutes versus months. The ten ways machine learning is revolutionizing manufacturing include the following:

'UK manufacturers fail to understand Industry 4.0'

Ian Vallely for Works Management:  There isn't enough understanding of Industry 4.0 by UK manufacturers, according to a report by BDO in partnership with the Institution of Mechanical Engineers.  It said just 8% of UK manufacturers have a significant understanding of Industry 4.0 processes despite 59% recognising that the fourth industrial revolution will have a big impact on the sector, according to the report . As the increasing use of automation, data exchange, technology and wider supply chain communications driven by Industry 4.0 provides both huge opportunities and threats to UK manufacturing, there remains a ‘gaping hole’ in the education and understanding of Industry 4.0. According to the BDO Industry 4 0 Report, increased productivity, better data analysis, increased competitiveness and lower manufacturing costs are the top ways in which Industry 4.0 will affect UK manufacturing.   Cont'd...

FIRST 3D TOOLS PRINTED ABOARD SPACE STATION

Evan Gough for UniverseToday:  Astronauts aboard the International Space Station have manufactured their first tool using the 3D printer on board the station. This is another step in the ongoing process of testing and using additive manufacturing in space. The ability to build tools and replacement parts at the station is something NASA has been pursuing keenly. The first tool printed was a simple wrench. This may not sound like ground-breaking stuff, unless you’ve ever been in the middle of a project only to find you’re missing a simple tool. A missing tool can stop any project in its tracks, and change everybody’s plans. The benefits of manufacturing needed items in space are obvious. Up until now, every single item needed on the ISS had to be sent up via re-supply ship. That’s not a quick turnaround. Now, if a tool is lost or destroyed during normal use, a replacement can be quickly manufactured on-site.   Cont'd...

MIT Food Computers

From MIT:   The Food Computer is a controlled-environment agriculture technology platform that uses robotic systems to control and monitor climate, energy, and plant growth inside of a specialized growing chamber. Climate variables such as carbon dioxide, air temperature, humidity, dissolved oxygen, potential hydrogen, electrical conductivity, and root-zone temperature are among the many conditions that can be controlled and monitored within the growing chamber. Operational energy, water, and mineral consumption are monitored (and adjusted) through electrical meters, flow sensors, and controllable chemical dosers throughout the growth period. Each specific set of conditions can be thought of as a climate recipe, and each recipe produces unique results in the phenotypes of the plants. Plants grown under different conditions may vary in color, size, texture growth rate, yield, flavor, and nutrient density. Food Computers can even program biotic and abiotic stresses, such as an induced drought, to create desired plant-based expressions... (project homepage)

Carnegie Mellon Taps Private Gift for Engineering Simulation Center

Dian Schaffhauser for Campus Technology:  Carnegie Mellon University has launched a new collaboration with Ansys, a global company that produces software for engineering simulation. Under the terms of the agreement, the company will endow a new "Ansys Career Development Chair" in the College of Engineering and help fund a new building dedicated to the study of Industry 4.0. That facility will bring together faculty, students, researchers and corporate participants. Industry 4.0 is the name given to a movement that uses sensor, robotic, simulation and other innovative technologies to shrink development cycles and transform product design, development and manufacturing. The new 30,000 square foot facility, which will be known as the Ansys Building, is intended to expand the "making" capabilities of the college by adding a simulation and collaboration lab and a large open bay facility for undergraduate students to build full-scale projects. That open bay facility will be next door to the fabrication and machining facilities of the Hamerschlag Hall MakerWing, announced in December, where students will be able to make their components and then assemble them into larger systems.   Cont'd...

How Small Manufacturers Can Leverage Smart Manufacturing

Andrew Waycott for Industry Week:  I see three ways in which smaller manufacturers can leverage Smart Manufacturing.  The first is the way applicable to all manufacturers—using today’s affordable sensors to get better data, then using that data to fine-tune the process, decrease variability and remove bottlenecks. All of these bring costs down and drive quality up. Now let’s talk about the other two ways—ways that are specific to the smaller manufacturer. Smaller manufacturers have the edge in building volumes of one—in other words, customized orders. For many smaller manufacturers, the look is less assembly line and more set of work stations. This means that the operator in a smaller plant typically makes more decisions. It’s a more people-oriented process.   Cont'd...

The Biggest Challenges of Data-Driven Manufacturing

Willy C. Shih and Helmuth Ludwig for Harvard Business Review:  The widespread deployment of low-cost sensors and their connection to the internet has generated a great deal of excitement (and hype) about the future of manufacturing. The internet of things (IoT) and industrial internet in the United States, Industrie 4.0 in Germany, and 物"网 (wù lián wăng) in China are all centered on the application of big data and analytics to creating the next generation of manufacturing: using data to reduce costs through next generation sales and operations planning, dramatically improved productivity, supply chain and distribution optimization, and new types of after-sales services. In fact, IoT is at the peak of Gartner’s 2015 hype cycle, which suggests the next phase will be disillusionment, and it will be years before we see real productivity gains. We believe data-driven manufacturing is indeed the next wave that will drive efficient and responsive production systems. But to get beyond the hype, managers need to understand some underlying challenges and paradigm shifts. While there are a multitude of challenges on the road to successful implementation, we think there are four especially important ones.   Cont'd...

RAPID 2016 - HP begins selling its Jet Fusion 3D printer; says it's 50% cheaper, 10X faster than others

Lucas Mearian for ComputerWorld:  Hewlett-Packard today began taking orders for its first 3D printer, the HP Jet Fusion printer, which it said will be up to 10 times faster than existing machines and can cut the cost of manufacturing parts in half. At the RAPID 3D additive manufacturing conference here, HP revealed two models:  the lower-cost and lower production 3200 series and the 4200 series, for which it is now taking orders. The 4200 series will begin shipping to manufacturers in October; the 3200 series will be available in mid-2017. HP originally unveiled its Jet Fusion printer in October 2014. HP claims its printer will enable mass production of parts through additive manufacturing (3D printing), instead of just rapid prototyping, for which the technology  is typically used. The printers are unlikely to be used to produce millions or billions of production parts; think, instead, in terms of hundreds, thousands or tens of thousands of parts, HP said.   Cont'd...

Hannover Messe showcases Industry 4.0 innovations

By Mike Bacidore, editor in chief for Control Design:  How are you getting your share of the pie that is the $227 quadrillion Industrial Internet of Things (IIoT)? That’s a lot of money, and there’s plenty to go around, so what are you doing to cash in on this next industrial revolution? OK, to be fair, I made up that number. But, unless you’re a research analyst or someone putting together Q3 forecasts for your business unit, you didn’t even give that number a second thought. And you probably shouldn’t. It doesn’t really matter. That number is as justifiable as it is arbitrary. Just pick an amount and then create a scenario and a timetable you can defend. “If you torture data long enough, it will confess,” Ronald Coase once said. The famed British economist also believed that the study of real-world markets was much preferred to speculating on theoretical ones. In reality, this bold new landscape of connectivity has yielded opportunities for revenue streams steered by embankments of innovation. Nowhere was that more evident than at Hannover Messe in Germany, where Industry 4.0—the preferred European term, which includes IIoT, cyberphysical systems and more—was impossible to avoid and insistent in its resolve.   Cont'd...

Inside the Gigafactory That Will Decide Tesla's Fate

From Bloomberg: To get to Tesla’s Gigafactory, you drive east from Reno, Nevada, turn into a sprawling industrial center, and make a left on Electric Avenue. The high desert landscape dwarfs everything, even the vast white building with the red stripe along the top. As you reach the gate with the security guard, the breadth of Tesla’s ambitions becomes clear. Even the name itself suggests more to come: Gigafactory 1... ...The $5 billion Gigafactory was born of necessity. Tesla needs a hell of a lot of batteries, for both the forthcoming mass-market Model 3 sedan and the Tesla Energy product line. The timeline for getting those batteries made just became much shorter, too. On Wednesday, Tesla Chief Executive Elon Musk stunned investors by announcing a sped-up production schedule that calls for a half-million electric vehicles per year by 2018, not the previously stated goal of 2020. For a company that delivered just 50,658 vehicles in 2015, the ramp looks like a hockey stick... (full story)

Three ways to leverage IIoT

Scott Stone for Plant Engineering:  The Internet of Things (IoT) will significantly alter manufacturing, transportation, distribution and other industrial sectors over the next decade, according to the World Economic Forum. We've only hit the tip of the iceberg in terms of the ways Internet-connected devices will transform these industrial sectors. To put a number on the anticipated growth of Industrial Internet of Things (IIoT) over the next few years, Accenture places conservative spending estimates at $500 billion worldwide by 2020. Forward-thinking businesses are already leveraging the power of the IIoT and reaping the benefits. When used effectively, it allows companies to better manage their operation, increase production and transform business for the better. Let's take a look at how industrial organizations should be harnessing IIoT to set their businesses up for future growth.   Cont'd...

Examining 'Industry 4.0′ opportunities in Japan

MINORU MATSUTANI for Japan Times:   “Industry 4.0,” or the fourth industrial revolution, can offer both opportunities and risks for the Japanese economy. It is a term to describe the future state of the economy, particularly manufacturing, based on the connectivity of everything, or the “Internet of Things” (IoT). This connectivity includes not only PCs and mobile phones, but also cars, manufacturing equipment and other devices. Although Japan is said to lag behind other developed nations, a recent gathering discussed whether the country could thrive in this new economy. A consultant, an IT service company president, an employee of the same company and a university professor, all of whom are Japanese, delivered presentations and discussed related issues at a symposium organized by the Keizai Koho Center, titled “The Future of Industry (Industry 4.0) and Japan’s Economic Growth,” in Tokyo on March 18.   Full Article:

Obama and Merkel open HANNOVER MESSE

"We want to build on the spirit of innovation in the USA," said POTUS Barack Obama in his opening speech. This spirit has been driven by Germany and HANNOVER MESSE, especially over the past 70 years. Obama added that the USA has now created new production facilities, subsidy schemes and jobs in recent years to help reach this goal. In what is likely his last visit to Germany as President, Obama spoke in particular about the TTIP free trade agreement. He believes that there are too many obstacles restricting trade between the EU and the USA. Different regulations and standards lead to higher costs. Therefore, one of TTIP's aims is to establish harmonized high standards. Obama also promoted the USA as a production location for European companies. Angela Merkel gladly took the opportunity to respond:  "We love competition. But we also like to win,"  replied the German Chancellor. A challenge with a smile. In her speech, Merkel emphasized that cooperation is essential for the future of industrial production - in a transatlantic partnership. "We in the EU want to lead the way, together with the USA," said the Chancellor, referring above all to the development of global communication and IT standards for integrated industry. However, the opening ceremony at HANNOVER MESSE 2016 was more than a meeting of Heads of State. Amidst musical numbers and dance performances by humans and machines, German Minister for Education and Research, Prof. Dr. Johanna Wanka, presented the coveted HERMES AWARD for industrial innovation. This year's winner is the Harting Group with its intelligent communication module, MICA.   Cont'd...

How Microfactories Can Bring Iterative Manufacturing to the Masses

ANDREW O'KEEFE and JASON DORRIER for Singularity Hub:  Humans manufacture a mind-numbing amount of stuff each year—ever wonder how we do it? In the past 100 or more years, it’s been all about economies of scale. This means you should make a lot of a thing because the more you make, the more your fixed expenses get spread out. This reduces the cost of each unit, from light bulbs to iPhones. Here’s the problem. It’s expensive to do a big manufacturing run. So, how do you know what to make in the first place? Often, it’s an educated guess based on prototypes and limited feedback, but you don’t really know until you try to sell a product—and by then, you’re fully committed, succeed or fail. Jay Rogers of Local Motors wants to upend common wisdom. Manufacturers should run through tons ofpotentially good ideas and then test them out to see if people actually want what they’re making before going full scale. And Rogers thinks microfactories are the way to do it.   Cont'd...

Industry 4.0 in Hannover Messe 2016 leads manufacturers to cross-industry innovations

Back in Hannover Messe 2011, Germany announced the Industry 4.0 concept and initiated the world's fourth industrial revolution. Since then, Hannover Messe has become a focal point for Industry 4.0 innovations. As Hannover Messe 2016 closes in, the exhibition will once again be surrounded by various Industry 4.0-related hot topics such as integrated industry, smart manufacturing and more. Coming soon on April 25 to 29, Hannover Messe 2016 will be based on the theme "Integrated Industry – Discover Solutions", which aims to provide an interpretation of the smart manufacturing model of Industry 4.0. As a Taiwanese company with deep expertise in IoT automation, NEXCOM has planned four themed demonstrations that map out a complete solution blueprint for industry 4.0 in the upcoming event. Joe Lin, General Manager of NEXCOM's IoT Automation Solutions Business Group, states, "Early Industry 4.0 solutions focused on the lower layers of factory communication where IoT gateways were used to integrate different industrial protocols, bridging the Industry 4.0 last mile connection to fulfill the 'connected' concept. Now in 2016, NEXCOM will extend the pathway to the cloud through NEXCOM IoT Studio configuration tool and IoT gateways, which consolidate the management and connection of factory field devices onto a unified control interface, accelerating data aggregation. This will enable a two-way field-to-cloud connection for big data analytics, promoting development for more Industry 4.0 applications."   Cont'd...

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