This Factory Robot Learns a New Job Overnight
MIT Technology Review: Fanuc’s robot uses a technique known as deep reinforcement learning to train itself, over time, how to learn a new task. It tries picking up objects while capturing video footage of the process. Each time it succeeds or fails, it remembers how the object looked, knowledge that is used to refine a deep learning model, or a large neural network, that controls its action. Deep learning has proved to be a powerful approach in pattern recognition over the past few years.
“After eight hours or so it gets to 90 percent accuracy or above, which is almost the same as if an expert were to program it,” explains Shohei Hido, chief research officer at Preferred Networks, a Tokyo-based company specializing in machine learning. “It works overnight; the next morning it is tuned.”... ( full story )
NASA is sending a 3D printer to space that you can use
Emily Calandrelli for TechCrunch: NASA is preparing to send its first commercial manufacturing facility to the International Space Station (ISS). The 3D printing company Made in Space has partnered with NASA to send their Additive Manufacturing Facility (AMF) to the space station on a launch scheduled to take place next Tuesday.
Users on Earth can pay to use AMF, a 3D printer specially designed to operate in a microgravity environment, to print products on the space station. Once it arrives, Made in Space will be able to command AMF remotely from their headquarters in the NASA Ames Research Park.
Spencer Pitman, head of product strategy at Made in Space, told TechCrunch that the company has already secured 20 paying customers for AMF. Their customers include high schools that are hosting space-related design challenges, universities that will print medical research components, and companies that will print commercial parts for satellites and other spacecraft. Cont'd...
3D Printing Reboot
Dana Blankenhorn for SeekingAlpha: While many people consider 3D printing dead, given what has happened to the stocks of industry leaders such as 3D Systems, Stratasys, ExOne and voxeljet , it's more accurate to say the industry has rebooted and is preparing for another run.
This means the industry's excitement is now coming from college campuses and startups. As an investor you want to keep an eye on this, but withhold your investment.
Industry leader 3D Systems has been drawing a bid this year as it undergoes a restructuring, bringing in more professional management, anddropping the Cube, its consumer printer, from the product line. For all of 2015 it reported a loss of $664 million, $5.85/share, on revenues of $666 million. The stock, which once traded as high as $96/share during the last boom, is now at around $13, but it had been as low as $6.42 in mid-January. Founder Charles Hull, 76, has been kicked upstairs to a Chief Technology Officer role. Cont'd...
2016: Six Trends Affecting Safety In The Workplace
Safety is a complex topic, but these six factors are helping to not only increase workplace safety this year but also efficiency, quality and employee well-being.
Will 3D Printing Be the Demise of Plastic Injection Molding?
When it comes to 3D printing versus injection molding, the best production method for your parts will become clear when you can answer these questions regarding your desired quantity, quality and cost.
America Makes and ANSI Launch Additive Manufacturing Standardization Collaborative
America Makes, the National Additive Manufacturing Innovation Institute, and the American National Standards Institute (ANSI) today announced the launch of the America Makes & ANSI Additive Manufacturing Standardization Collaborative (AMSC). The purpose of the AMSC will be to coordinate and accelerate the development of industry-wide additive manufacturing standards and specifications consistent with stakeholder needs and thereby facilitate the growth of the additive manufacturing industry. Participation is open to any interested person.Â
The catalyst for the AMSC is the fact that a number of standards developing organizations are engaged in standards-setting for various aspects of additive manufacturing, prompting the need for coordination to maintain a consistent, harmonized, and non-contradictory set of additive manufacturing standards. Â Full Press Release:
Â
High-Tech Manufacturing Jobs - Battery Manufacturing in America
We believe advanced manufacturing provides the opportunity for more productivity, cost savings and improved energy efficient production thus allowing companies to be more competitive right here in the USA.
Factory Automation in India
Automation plays a crucial role in increasing the production and profit for the company.
Nanolights
From Nature.com:
Ultimately, Goh, a PhD candidate at the National University of Singapore, hopes that the method will help her to find blood vessels that are leaking owing to inflammation, perhaps helping to detect malaria or predict strokes. Crucial to her technique are the virus-sized particles that give the solution its colour. Just a few tens of nanometres across, they are among a growing array of 'nanolights' that researchers are tailoring to specific types of fluorescence: the ability to absorb light at one wavelength and re-emit it at another.
Many naturally occurring compounds can do this, from jellyfish proteins to some rare-earth compounds. But nanolights tend to be much more stable, versatile and easier to prepare — which makes them attractive for users in both industry and academia.
The best-established examples are quantum dots: tiny flecks of semiconductor that are prized for their beautiful, crisp colours. Now, however, other types of nanolight are on the rise. Some have a rare ability to absorb lots of low-energy photons and combine the energy into a handful of high-energy photons — a trick that opens up opportunities such as producing multiple colours at once. Others are made from polymers or small organic molecules. These are less toxic than quantum dots and often outshine them — much to the amazement of chemists, who are used to carbon-based compounds simply degrading in the presence of ultraviolet light... ( full article )
Bosch combines "Industrie 4.0" platform and Industrial Internet Consortium standards
Connected industry is now becoming an international reality. In a new project, Bosch is working together with partners to combine the technical standards of Germany’s “Industrie 4.0” platform and of the Industrial Internet Consortium (IIC) for the first time. This combination of the two approaches allows the exchange of data between central areas of connected industry. “Industry 4.0 is not so much a national as an international issue. Only a truly global approach – without competing company standards or differing national regulations – will allow it to develop to its full potential,” said Dr. Werner Struth, a member of the Bosch management board, at the Bosch ConnectedWorld IoT conference in Berlin. To date, the lack of a common language has hindered the smooth international coordination of manufacturing, logistics, and building and energy management. “As we head towards connected industry, two worlds are now coming together. This is a major advance. A combination of these two standards paves the way for numerous new cross-border business opportunities for Industry 4.0 solutions, both for Bosch and for other international companies,” Struth said. Full Press Release:
Linear Servo Solution Conquers Traditional Inaccuracies, Delivering Impressive Throughput And Increased Flexibility
SP Technology has leveraged the impressive capabilities of the Beckhoff XTS Continuous Linear Servo System to create a machine that combines speed, accuracy, flexibility and a reduced footprint.
4D-Printed Concept Car Will Predict Your Wishes
Viknesh Vijayenthiran for Discovery News: New materials will also play a significant role in the further evolution of the car, according to BMW. This has already started with the increasing use of carbon fiber and other composites instead of conventional steel.
Looking further forward, technologies such as rapid manufacturing and 4-D printing (3D-printed materials that change depending on conditions) will open up new possibilities.
One of the more interesting aspects of the concept is a technology called Alive Geometry which consists of 4D-printed components that can change their shape and interact with the driver. Full Article:
Plattform Industrie 4.0 and Industrial Internet Consortium Agree on Cooperation
Representatives of Plattform Industrie 4.0 and the Industrial Internet Consortium met in Zurich, Switzerland to explore the potential alignment of their two architecture efforts - respectively, the Reference Architecture Model for Industrie 4.0 (RAMI4.0) and the Industrial Internet Reference Architecture (IIRA). The meeting was a success, with a common recognition of the complementary nature of the two models, an initial draft mapping showing the direct relationships between elements of the models, and a clear roadmap to ensure future interoperability. Additional possible topics included collaboration in the areas of IIC Testbeds and I4.0 Test Facility Infrastructures, as well as standardization, architectures & business outcomes in the Industrial Internet.
State Secretary, Matthias Machnig, Ministry for Economic Affairs and Energy: “We welcome the cooperation of both initiatives as an important milestone in the cooperation of companies internationally. The combined strengths of both IIC and Plattform Industrie 4.0 will substantially help to pave the way for a mutually beneficial development of a digitized economy for our international businesses.”
Prof. Dr. Siegfried Russwurm, Technical Director of Plattform Industrie 4.0, CTO and Member of the Managing Board of Siemens AG, said„Collaborating with other initiatives is important, especially for Germany’s export-oriented economy. We are highly interested to cooperate intensively with others in order to pave the way for global standards. Cooperating with IIC – and with other consortia – is an important step in the right direction.” Full Press Release:
Mobile Robotic Fabrication System for Filament Structures
The project Mobile Robotic Fabrication System for Filament Structures, developed by ITECH graduate Maria Yablonina, demonstrates a new production process for filament structures. It proposes multiple semi-autonomous wall climbing robots to distribute fiber filament, using any horizontal or vertical surface, or even existing architecture, to support the new structures. Compared to larger scale industrial robots that are limited by position and reach, these robots are enabled with movement systems and a collection of sensors that allow them to travel and interact accurately along typical ground, walls, roofs, and ceilings. One can imagine a fabrication process where an operator arrives to the scene with a suitcase housing all the necessary robots and materials to create a large structure. These agile mobile robotic systems move robotic fabrication processes beyond the constraints of the production hall, exposing vast urban and interior environments as potential fabrication sites.
Patent Deployment in Smart Manufacturing
Since fewer companies have applied smart manufacturing patents in chemical, food, biotechnology, mechanical, transport, and machine tools industries, these sectors are relatively uncontested for perspective vendors.
Records 2611 to 2625 of 2831
First | Previous | Next | Last
Featured Product
Rapid Prototyping with the Modular Motor Series
Quick to configure. Quick to build. Quick to deliver. Parvalux understands the importance of getting product in the hands of customers quickly and efficiently. The Modular Range does just that allowing customers to configure their own solution, selecting motor and gearbox, adding encoders and brakes to create a solution perfectly suited for their specific applications such as conveyor belt systems, picking systems, parcel sorting equipment, pallet shuttles and automated storage and retrieval systems (ASRS). Read our modular range guide for specifics.
