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Category Archives: Robotics
How the use of robotics is evolving at sorting… – Plastics Recycling Update
Posted: January 17, 2021 at 9:17 am
A leader with AMP Robotics says artificial intelligence has changed how robotics can be incorporated into recycling facilities. | Courtesy of AMP Robotics.
A recycling facility operator and a robotics company say artificial intelligence is providing materials recovery firms with much-needed data to analyze changes in the recycling stream. Thats in addition to sortation improvements.
Representatives from AMP Robotics and GFL Environmental spoke about the benefits of robotics during a recent presentation hosted by Greenbiz, a business sustainability media and events company.
The event was tied to an announcement from AMP and Keurig Dr Pepper (KDP), which recently redesigned its K-Cup coffee pods to produce them in a polypropylene format that is recyclable in many U.S. programs, though not all.
After the product redesign, KDP and AMP Robotics worked together to equip AMPs robotic sorting systems with the tools to properly identify and sort the cups in a materials recovery facility (MRF). The project partners hailed the collaboration as an example of how producers, equipment/technology companies and other recycling stakeholders can work together to improve sortation.
It really shows how artificial intelligence can help these facilities adapt quickly and really take advantage of these valuable material streams, said Matanya Horowitz, founder and CEO of AMP Robotics.
The use of robots has grown exponentially in recent years. In 2019, Plastics Recycling Update tallied nearly 100 in use in North America from providers AMP, Bulk Handling Systems (BHS), Machinex and ZenRobotics. Since then, others have entered the market, including Bollegraaf (Van Dyk Recycling Solutions is selling the robot in North America). In November, AMP announced it signed a deal with Waste Connections to deploy two dozen robots to MRFs across the country.
Horowitz of AMP Robotics said artificial intelligence has changed how robotics can be incorporated into MRFs. Machine learning allows robots to, over time, identify more and more items within the recycling stream. That includes materials that are smashed up, moldy, dirty and generally inconsistent, he said.
This is largely whats kept robots from being used in the recycling industry already, Horowitz added. His company thismonth announced it raised $55 million from a number of investment sources.
During the Greenbiz event, Brent Hildebrand, vice president of recycling for GFL, spoke on behalf of the Canadian-headquartered hauler and MRF operator, which is one of the largest in North America. Hildebrand previously worked in positions at AMP, as well as Alpine Waste & Recycling, which was acquired by GFL.
The Denver-area Alpine Waste & Recycling MRF was an early adopter of robotics technology. One factor that led the facility to install robotic sorting systems was the rising cost of running a MRF, Hildebrand said.
Part of those rising costs is rising labor cost, Hildebrand said. And on top of that, its just finding labor for these sites.
The company found robotics to be a promising alternative when the company cant find enough manual sorting personnel to staff its facilities.
Another driver is the evolving material stream, Hildebrand said. He pointed to PET bottles and aluminum cans as two significant examples of recyclable products that have been made with less and less material over the years.
That changes the dynamic for what we can produce from a volume standpoint, Hildebrand said.
Artificial intelligence can help the company respond to these changes in inbound material, he noted. For one, it can help a MRF determine exactly how the material stream is changing, by giving MRF operators the data to perceive changes. Beyond providing efficient material sorting, the artificial intelligence in robots is really closely tied to a challenge in the industry of extracting information about the process, Horowitz said.
Really a core problem for recycling is that there hasnt been a sensor that would let you tell whats going on in the material stream, so identify how many bottles, identify whose bottles, identify what bottles are high quality and things like that, Horowitz said. And now with artificial intelligence, you sort of have this core capability that you can take advantage of in different ways.
View of the AMPs AI material identification at work on a sorting line.
In addition to collecting data to develop a baseline of information, the artificial intelligence can help MRFs adapt quickly when new materials are introduced into packaging
Whats powerful about this technology is that it can provide a new level of identification, Horowitz said. Pretty much anything you can teach a person to identify, you can teach our systems to identify as well.
Robots can learn to identify different packaging from specific brands, types of material, shapes of packaging and more.
These expanded identification abilities have significant practical applications for MRF operators, particularly when it comes to producing higher-value commodities. As an example, Horowitz pointed to the common MRF practice of producing bales of mixed plastics Nos. 3-7, which are sold for typically low prices. But greater sorting can change that equation.
When you start to do things like separate out the No. 5 plastics, the polypropylene, that can actually have significant value, Horowitz said. There are similar patterns in paper. If you separate out the office paper and the newspaper, its also more valuable.
Hildebrand added that this sorting ability even allows MRFs to produce customized commodities for specific end users.
In our business, we have buyers of these materials and they want a certain specification, Hildebrand said. For example, buyers might want a bit more OCC included in a mixed-paper bale, depending on the application. MRFs that can meet those custom specifications may fetch a premium for their bales.
You can kind of tailor these recipes to what your buyers want, Hildebrand said.
A version of this story appeared in Resource Recycling on January 12.
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Trinity Health first in region to start performing robotic knee surgery – KX NEWS
Posted: at 9:17 am
This week, the regions first total knee replacement using robotic technology was performed by orthopedic surgeons at Trinity Health in Minot.
The ROSA, or robotic surgical assistant, uses sensors and a camera to know exactly where the knee is much like a GPS.
Even if the knee moves a millimeter, the robot alerts the surgeon so they can adjust accordingly.
Although surgeons at Trinity want to make it clear that the robot does not operate on its own, they say it does help provide more accuracy and precision in the operating room.
With the new designs, the new technology, the robotics, thats really where a lot of these are going to so were in a really dynamic field where things are moving constantly. I think around the nation, in general, theres a lot more robotics that are going in, orthopedic surgeon Dr. Brent Knudson said.
Knudson and his colleagues estimate between 200 and 300 of these surgeries are completed a year.
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Global Inspection Robotics in Oil and Gas Market To Witness Huge Gains Over 2020-2026 – The Courier
Posted: at 9:17 am
Global Inspection Robotics in Oil and Gas Market Study Focuses On Market Growth Insights, Latest Developments, Industrial Analysis, And Future Trends
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Some of the major players analyzed in the report includeFlyability SA, OC Robotics, GE Inspection Robotics, ECA Group, International Submarine Engineering Ltd, Inuktun Services Ltd, MISTRAS Group Inc., Helix ESG, ING Robotic Aviation, IKM Subsea AS.
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ROVs, AUVs, UAVs, UGVs
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Global Inspection Robotics in Oil and Gas Market To Witness Huge Gains Over 2020-2026 - The Courier
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Cloud Robotics Market Size 2021 Including Growth Factors, Applications, Regional Analysis, Key Players and Forecasts to 2027 – KSU | The Sentinel…
Posted: at 9:17 am
Cloud RoboticsMarket is expected to grow at a CAGR of 23.47% in the forecast period of 2020 to 2027. Data Bridge Market Research report on cloud robotics market provides analysis and insights regarding the various factors expected to be prevalent throughout the forecasted period while providing their impacts on the markets growth.
Cloud robotics is a robotics field that seeks to increase cloud advances, such as cloud computing, cloud storage, and other web innovations that focus on the benefits of a united framework and sharedroboticsadministration. Cloud robotics is an imminent trend in an industrys smart system.
Cloud Robotics report is an ideal guide to attain an information or key data about market, emerging trends, product usage, and motivating factors for customers, customer preferences, competitor strategies, brand positioning, and customer behaviour. It is a wide-ranging market research report that comprises of various parameters of the market namely market definition, currency and pricing, market segmentation, market overview, premium insights, key insights and company profile of the key market players. The Cloud Robotics market report includes top to bottom analysis and evaluation of various market related factors that plays a key role for better decision making. As per study key players of this market areFanuc Corporation, Yaskawa Electric Corporation, Mitsubishi, Kuka AG, ABB Group, Calvary Robotics, HotBlack Robotics Srl, Motion Controls Robotics, Wolf Robotics LLC, Tech Con Automation Inc., Matrix Industrial Automation, SIASUNand Automation IG.
Click HERE To get SAMPLE COPY OF THIS REPORT (Including Full TOC, Table & Figures)at@https://www.databridgemarketresearch.com/request-a-sample/?dbmr=global-cloud-robotics-market&DP
Global Cloud Robotics Market Dynamics:
Market Drivers and Restraints:
Important Features of the Global Cloud Robotics Market Report:
1) What all companies are currently profiled in the report?
List of players that are currently profiled in the report-Amazon Robotics, Google, Huawei, IBM, Microsoft, C2RO, CloudMinds, Hit Robot Group, V3 Smart Technologies, Rapyuta Robotics, Ortelio, Tend.ai, Ericsson, Rockwell Automation Inc.,
** List of companies mentioned may vary in the final report subject to Name Change / Merger etc.
2) What all regional segmentation covered? Can specific country of interest be added?
Currently, research report gives special attention and focus on following regions:
North America, Europe, Asia-Pacific etc.
** One country of specific interest can be included at no added cost. For inclusion of more regional segment quote may vary.
3) Can inclusion of additional Segmentation / Market breakdown is possible?
Yes, inclusion of additional segmentation / Market breakdown is possible subject to data availability and difficulty of survey. However a detailed requirement needs to be shared with our research before giving final confirmation to client.
** Depending upon the requirement the deliverable time and quote will vary.
Global Cloud Robotics Market Segmentation:
By Component (Software and Services),
By Service Model (IaaS, PaaS, SaaS),
By Application (Industrial robots, Customer robots, Military robots and Commercial robots),
By End-user (Third party users and Verticals), By Connectivity Technology (Wi-Fi and others),
New Business Strategies, Challenges & Policies are mentioned in Table of Content, Request FREE TOC @https://www.databridgemarketresearch.com/toc/?dbmr=global-cloud-robotics-market&DP
Strategic Points Covered in Table of Content of Global Cloud Robotics Market:
Chapter 1:Introduction, market driving force product Objective of Study and Research Scope Cloud Robotics market
Chapter 2:Exclusive Summary the basic information of Cloud Robotics Market.
Chapter 3: Displaying the Market Dynamics- Drivers, Trends and Challenges of Float-Zone Silico
Chapter 4:Presenting Cloud Robotics Market Factor Analysis Porters Five Forces, Supply/Value Chain, PESTEL analysis, Market Entropy, Patent/Trademark Analysis.
Chapter 5:Displaying the by Type, End User and Region 2013-2018
Chapter 6:Evaluating theleading manufacturers of Cloud Robotics marketwhich consists of its Competitive Landscape, Peer Group Analysis, BCG Matrix & Company Profile
Chapter 7:To evaluate the market by segments, by countries and by manufacturers with revenue share and sales by key countries in these various regions.
Chapter 8 & 9:Displaying the Appendix, Methodology and Data Source
Region wise analysis of the top producers and consumers, focus on product capacity, production, value, consumption, market share and growth opportunity in below mentioned key regions:
North America U.S., Canada, Mexico
Europe: U.K, France, Italy, Germany, Russia, Spain, etc.
Asia-Pacific China, Japan, India, Southeast Asia etc.
South America Brazil, Argentina, etc.
Middle East & Africa Saudi Arabia, African countries etc.
What the Report has in Store for you?
Industry Size & Forecast:The industry analysts have offered historical, current, and expected projections of the industry size from the cost and volume point of view
Future Opportunities:In this segment of the report, Cloud Robotics competitors are offered with the data on the future aspects that the Cloud Robotics industry is likely to provide
Industry Trends & Developments:Here, authors of the report have talked about the main developments and trends taking place within the Cloud Robotics marketplace and their anticipated impact at the overall growth
Study on Industry Segmentation:Detailed breakdown of the key Cloud Robotics industry segments together with product type, application, and vertical has been done in this portion of the report
Regional Analysis:Cloud Robotics market vendors are served with vital information of the high growth regions and their respective countries, thus assist them to invest in profitable regions
Competitive Landscape:This section of the report sheds light on the competitive situation of the Cloud Robotics market by focusing at the crucial strategies taken up through the players to consolidate their presence inside the Cloud Robotics industry.
For More Details on this Report:https://www.databridgemarketresearch.com/reports/global-cloud-robotics-market?DP
Key questions answered in this report
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Robotic-assisted surgery reaches 10-year milestone in South County – The Independent
Posted: at 9:17 am
Robotic-assisted surgery while still in growing stages shows a bright future for patients, doctors and hospitals embracing this advanced technology, say local and national experts studying this surgical evolution having roots in South County Hospital.
Wakefields Ortho Rhode Island and South County Hospital are celebrating the 10th anniversary of using this technique transforming surgery in thousands of local cases nearly a million nationwide last year and whose use is forecasted to expand more widely.
The robot now is highly accurate and highly precise and very protective of soft tissues and it does some really perfect things that I cannot do as a human, said Dr. Robert Marchand, hospital surgeon who first started using this technology.
For instance, Jeanne Callaghan of Wakefield is one of those patients. She had disabling pain and through robotic-assisted surgery had a quicker recovery time and what she believes is a better outcome than through open surgery, she said.
My sciatic pain was like a severe toothache down my leg, waking me up at night and I needed a cane to walk because my leg would just give out occasionally, she explained, adding that the outcome of the surgery was wonderful.
Good for Doctors, Hospitals, Patients
These physicians are at the waters edge of a growing U.S. and global trend estimated today to be a $4 billion market in the United States alone, according to Amit Hazan, equity analyst in medical technology with Goldman Sachs Research.
Last year in the U.S. about 900,000 procedures were done by robotic-assisted surgery, which is about 5% of all surgeries, he said. With an aging baby boomer population coupled with more development of the robots, that number is expected to grow to 17% in the next 10 years.
In terms of expansion nationwide for practices becoming involved in robotic surgery, the market jumps in one decade to $17 billion in the United States, Hazan said.
As seen with the pressure needed for a rapid rather than customary development pace for a coronavirus vaccine, medicine does not turn quickly to adopt changes until benefits have been proven over long periods of time, trial and testing.
However, the potential in robotic-assisted surgery a decade ago was clearly seen by Marchand and his partners at Ortho Rhode Island as well as officials at South County Hospital, home base for these physicians. They started slow and built on their successes with it, Marchand noted.
The hospital later even formed an Institute for Robotic Surgery and positioned itself to be a state leader in the effective uses of this technique now and in the years ahead.
Today, the Ortho Rhode Island and other doctors said, they are happy with the results, investment of time and training, and ready for the next stages.
I always say, this (the current iteration) is the flip phone of robots. So, what is the next level? The next level is coming within a year or two. Ill call it smart robotics, said Marchand, who estimates hes done about 7,500 robotic-assisted operations in the last decade.
Its all about advancing technology and algorithms, he said, echoing Hazan.
Think of the power of the smart phone. In this instance with robots, you add artificial intelligence and machine learning following the hands of the surgeon and then incorporating that into a movement to address a specific kind of surgery the surgeon maps out beforehand, he said.
Next bring in augmented reality overlaying high-tech radiology scans and join them with advanced multi-dimensional and microscopic views of the area needing surgery.
When all this is combined together, an algorithm can be developed to produce exacting precision in the way the human hand sometimes subject to slight tremors cannot do and the naked eye cannot see, Marchand said.
Now you have not just a powerful precise robotic tool, you have powerful, precise robotic brain linked to the tool, he explained.
Hazan emphasized those same points, noting it means rapid new developments to modern surgerys continuing evolution toward exactness, efficiency and satisfactory or even better results for patients.
He said he expected to see training in virtual reality begin soon because machine-learning capabilities are taking off. He envisions GPS-like systems that help a surgeon microscopically cut in the right way and in the right location.
In about five to 10 years, Hazan said, he thinks robots will do suturing and perhaps behave airplane-like in autopilot as surgeon oversees a robot doing more and more of the surgery.
Marchand added that robots help to remove subjectivity and replace it with science based on precision and successful outcomes for the variety of conditions and bodies of patients a surgeon must deal with.
Patient Experience
A patient and nurse who agrees with that view of robotic surgery is Callaghan of Wakefield. Her severe debilitating pain prevented her from even playing with her grandchildren because she lacked mobility.
Sleeping was difficult. She needed a cane or walker to get around. She tried weeks of physical therapy and cortisone injections. Hip and back problems were bearing down on her at once.
On January 7, 2019, Callaghan became the first person in Rhode Island to have spine surgery using a robot named ExcelsiusGPS. Not long after, on April 17, she had a total hip replacement done with another robot named Mako.
I would definitely recommend robotic surgery to anyone. I just know it has improved my quality of life, as now I can go to the gym, do yoga and best of all have fun with my grandchildren, said 67-year-old Callaghan.
While there are other methods and combinations of surgery, such as open or laparoscopic, robotic-assisted surgery is less-invasive in operating rooms, which were once ruled only by a scalpel that drew long and invasive incisions.
Ian Madom, a partner of Marchands, started doing robotic-assisted spine surgery more than a year ago and now uses it on about half of his cases.
He pointed to the efficiency for both surgeon and patient. Madom noted a particular kind of spine operation that once took five hours and had a lot of blood loss.
Today that same surgery takes about three hours, has far less blood loss and patients spend about 50 percent less time in the hospital, he said.
The health-care economics are so drastic there because now were keeping people in the hospital fewer days, which means fewer potential complications from the hospital stay, he said.
Dr. Joseph Renzulli, the hospitals chief of urology, uses the da Vinci Xi robotic surgical system.
His specialty is treating cancers and tumors in places like bladders, kidneys, prostate glands and other areas that are part of the urological network. He uses the robot in most cases, he said.
These 98 percent of surgeries are going to have better outcomes because they have the advantages of the robotic system, he has said.
One large observational study, according to one medical journal, showed that patients undergoing robotic prostatectomy experienced fewer complications.
The study found a hospital stay cut from three days to two, drastic reductions in blood transfusions and fewer postoperative respiratory and other complications when compared to open radical prostatectomy,
Renzulli said, Weve been able to apply robotic surgery to almost every aspect of urologic issues and the reason why is that it was very difficult to do this laparoscopically.
Changes Ahead
Dr. Michael Bradley, president of Ortho Rhode Island, hailed guided precision as an important development in surgery and that training is available for those who want it.
Robotics was not part of our original training, but as surgeons it is important to develop with technology and to continuously seek ways to improve efficiencies. Industry leaders that have robotics in their product portfolio have strong training platforms forsurgeons, he said.
For his part, Marchand has branched out to also teach the robotic system and often cameras will light up in his operating room each week with other surgeons from around the globe watching him in action.
Its changed my whole practice. Its changed my whole life, he said about becoming a consultant to other doctors, co-author of medical journal articles on the subject and first-in-line reviewer before release of robot software under development.
One over-arching satisfaction, he said, is that the efficiencies of robotic surgery allows him to treat more patients and get the expected results discussed beforehand with patients, he said.
The other is that his interests led him to a form of advanced medical technology that is both profitable and rewarding for himself and his practice as well as South County Hospital, which has invested millions of dollars in robotic technology as part of a partnership with Ortho Rhode Island.
Hazan, of Goldman Sachs, would agree with that strategic approach, especially since he sees in the United States by 2030 continued opportunity to expand an expected 17% growth in robot-assisted technology in surgery.
We are expecting an acceleration of growth over the next 10 years, the researcher said, especially with the addition of machine-guided data, analytical capabilities, augmented reality, and automation.
Marchand sees clearly how his risk in joining the robotic-assisted movement a decade ago was a wise investment now paying off.
I think Im very fortunate to have come along into this kind of surgery. It wasnt planned. I had no idea what a computer was in 1988, he said with a laugh.
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3XN reveals Cobot Hub for collaborative robots and their sentient colleagues – The Architect’s Newspaper
Posted: at 9:17 am
Copenhagen-headquartered architectural practice 3XN has revealed its competition-winning design for a campus that will serve as the future home of two leading industrial robotics firms: Universal Robots (UR) and Mobile Industrial Robots (MiR). The roughly 215,000-square-foot space, located in Denmarks third-largest city, Odense, appears from the design renderings to be more or less a standard, state-of-the-art tech campus with plenty of integrated green space, open workspaces flooded with natural light, bustling communal social spaces, and plenty of mass timber.
The campus, however, is envisioned as a so-called Cobot Hub where collaborative robotscobotsshare workspaces with their human counterparts. As noted by 3XN in a press release, Odense is actually known as the Cobot Capital of the world and the 3XN-designed campus will, appropriately, be the largest hub of its kind when completed. According to statistics compiled by trade association Odense Robotics in a February 2020 announcement of the forthcoming $36 million Cobot Hub, roughly 8,500 people work for Denmark-based robotic firms with around 3,900 being based in Odense, which was historically a major shipbuilding hub and is perhaps best known as the birthplace of Hans Christen Andersen. If growth forecasts hold, the Danish robotics industry could employ 25,000 people by 2025.
UR and MiRs offices are spread across five different addresses in Odense, and were growing rapidly, which has meant that we have been challenged space-wise, said Sren Nielsen, CEO of MiR, in a statement. This is the reason why we will now group most of our activities in a new joint domicile, which will be the worlds largest hub for collaborative robots. At the same time, it gives us the opportunity to establish a strong professional environment and the best facilities that will help to attract talents from all over the world to work with cobots.
UR and MiR, which also share a robotics hub opened in 2019 in Barcelona, are both owned by Massachusetts-based automatic test equipment giant Teradyne. UR specializes in robotic arms while MiR is an industry leader in the development of autonomous mobile robots (AMRs)
We have worked closely with the users of the building since the beginning of the process, and we have conducted many interviews to outline what the new building needs to deliver, explained Audun Opdal, architect and senior partner at 3XN. A lot of different elements had to come together. The new building will house two independent companies that need everything from traditional office space to workshops, laboratories, and creative robot playrooms, where the robots of the future are developed.
To best accommodate the two companies that will be sharing the campus, 3XN has designed a flexible, highly adaptable space comprised of modular components that can be adjusted to meet the distinct requirements of UR and MiR. As detailed by the firm, [] the cubic volumes form a strong architectural expression and provide a flexible framework so that the building can be scaled up or down according to future needs. This means that significant parts of the buildings structure and materials can be reshaped and reused.
Like with other 3XN projects, the Cobot Hub embraces a circular design in which the entire wood construction can potentially be recycled in the future.
In addition to its focus on sustainability and high adaptability, 3XNs design also emphasizes cross-company collaboration between the sentient workforce of the campus via several common areas and communal amenities including a spacious shared central courtyard that the firm incorporated into the design as the social heart of the campus. (It would appear that the outdoor space isnt necessarily envisioned as a robot-free zone.)
Cobot Hub is expected to be completed in 2023, year of the robot boss.
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MEDICAL ROBOTICS AND COMPUTER-ASSISTED SURGERY MARKET 2021 PRICE BY REVENUE, REGIONAL OUTLOOK AND CONSUMPTION – NeighborWebSJ
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Theglobal surgical robotics and computer-assisted surgery marketreached nearly $3.5 billion in 2015. This market is expected to increase from $4.0 billion in 2016 to $6.8 billion in 2021 at a compound annual growth rate (CAGR) of 11.3% for 2016-2021.
Report Scope:
The scope of this report is broad and covers different types of MRCAS, and the applications for surgical robots and computer-assisted surgery for different kinds of treatment. The market is broken down by types of medical robotics, types of computer-assisted surgery, applications and regional markets. Revenue forecasts from 2016 to 2021 are given for each major type of medical robotics, computer-assisted surgery, application and regional market, and the estimated values are derived from the manufacturers total revenues.
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The report also includes a discussion of the major players across each of the regional MRCAS market; it explains the major market drivers of the global MRCAS industry, current trends within the industry, major applications and the regional dynamics of the global MRCAS market.
The report concludes with a special focus on the vendor landscape, which includes detailed profiles of the major vendors in the global MRCAS industry.
Report Includes:
An overview of the global market for medical robotics and computer-assisted surgery (MRCAS). Analyses of global market trends, with data from 2015 and 2016, and projections of CAGRs through 2021. Examination of the historical and current value of each of the product segments in specified applications and geographical markets. Evaluation of the impact of demographic, economic, and other factors that will drive future demand for MRCAS devices. Identification of promising new surgical procedures and products still in the development and testing stages, and the probability that they will be commercialized successfully within the next five years. Profiles of major players in the industry.
Report Summary
Medical robotics are humanoids or electro-mechanical surgeons operated using computer programs with the help of the human surgeons. It is used to provide greater access to complex areas by precise and minimally invasive methods where the surgeons feel it is difficult to operate manually.
The market for MRCAS is expected to grow, mainly due to an expected growth in demand for laparoscopic and cardiac surgeries. The rising geriatric populations in the Asia-Pacific region, North America and Europe are also expected to drive the global MRCAS market. The increasing use of MRCAS because of its minimally invasive surgery capability, reduced pain and blood loss and quick patient recovery is expected to drive the market through 2021.
Surgical robotics and computer-assisted surgery find major applications in orthopedic, neurosurgical, ENT, cardiac, prosthetic, gastrointestinal, urology and other applications. The surgical robots accounted for 70.3% and 78.4% of the global medical robotics, and surgical robotics and computer-assisted surgery markets, respectively, in 2016.
BCC Research projects that the global MRCAS market will grow from over $4.0 billion in 2016 to more than $6.8 billion by 2021 at a five-year CAGR of 11.3%.
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New research shows the robots are coming for jobsbut stealthily – The Economist
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Jan 16th 2021
THE YEAR is 2021, and honestly there ought to be more robots. It was a decade ago that two scholars of technology, Erik Brynjolfsson and Andrew McAfee, published Race Against the Machine, an influential book that marked the start of a fierce debate between optimists and pessimists about technological change. The authors argued that exponential progress in computing was on the verge of delivering explosive advances in machine capabilities. Headline-grabbing breakthroughs in artificial intelligence (AI) seemed to support the idea that the robots would soon upend every workplace. Given that, on the eve of the pandemic, jobs were as plentiful as ever, you might now conclude that the warnings were overdone. But a number of new economics papers caution against complacency. The robots are indeed coming, they reckonjust a bit more slowly and stealthily than you might have expected.
Economists have, on the whole, been fairly sanguine about the impact of robots and AI on workers. History is strewn with incorrect predictions of the looming irrelevance of human labour. The economic statistics have yet to signal the arrival of a robot-powered job apocalypse. Outside of slumps, firms remain keen to hire humans, for example. Growth in productivitywhich ought to be surging if machines are helping fewer workers produce more outputhas been unimpressive. A look beneath the aggregate numbers, though, reveals that change is indeed afoot.
Take work by Daron Acemoglu and David Autor of the Massachusetts Institute of Technology, Jonathon Hazell of Princeton University and Pascual Restrepo of Boston University, which was presented at the recent meeting of the American Economic Association (AEA). The authors use rich data provided by Burning Glass Technologies, a software company that maintains and analyses fine-grained job information gleaned from 40,000 firms. They identify tasks and jobs in the dataset that could be done by AI today (and are therefore vulnerable to displacement). Unsurprisingly, the researchers find that businesses that are well-suited to the adoption of AI are indeed hiring people with AI expertise. Since 2010 there has been substantial growth in the number of AI-related job vacancies advertised by firms with lots of AI-vulnerable jobs. At the same time, there has been a sharp decline in these firms demand for capabilities that compete with those of existing AI.
An AI-induced change in the mix of jobs need not translate into less hiring overall. If new technologies largely assist current workers or boost productivity by enough to spark expansion, then more AI might well go hand-in-hand with more employment. This does not appear to be happening. Instead the authors find that firms with more AI-vulnerable jobs have done much less hiring on net; that was especially the case in 2014-18, when AI-related vacancies in the database surged. But the relationship between greater use of AI and reduced hiring that is present at the firm level does not show up in aggregate data, the authors note. Machines are not yet depressing labour demand across the economy as a whole. As machines become cleverer, however, that could change.
Evidence that AI affects labour markets primarily by taking over human tasks is at odds with some earlier studies of how firms use the technology. A paper from 2019 by Timothy Bresnahan of Stanford University argues that the most valuable applications of AI have nothing to do with displacing humans. Rather, they are examples of capital deepening, or the accumulation of more and better capital per worker, in very specific contexts, such as the matching algorithms used by Amazon and Google to offer better product recommendations and ads to users. To the extent that AI leads to disruption, it is at a system level, says Mr Bresnahanas Amazons sales displace those of other firms, say.
New work by Ajay Agrawal, Joshua Gans and Avi Goldfarb of the University of Toronto suggests that this state of affairs may not persist for long, though. As the quality of AI predictions improves, they write, it becomes increasingly attractive for AI-using firms to restructure in more radical ways. At some level of accuracy, for example, Amazons ability to predict consumers desires could encourage the firm to adjust its business modelby pre-emptively shipping goods to consumers before they ever go searching at Amazon in the first placein ways that are likely to change how many workers and of what sort the firm requires. In that event, the influence of AI on the economy could change dramatically.
Does more automation mean a surge in productivity is just over the horizon? Not necessarily. Speaking at the (virtual) AEA meeting, Mr Acemoglu mused that automation comes in different sorts, with different economic consequences. Good automation generates large productivity increases, and its transformative nature leads to the creation of many new tasks (and therefore jobs) for humans. Advanced robotics, for example, eliminates production jobs while creating work for robot technicians and programmers. So-so automation, by contrast, displaces workers but generates only meagre benefits. Mr Acemoglu cites automated check-out kiosks as an example; though they save some time and money, their deployment is hardly revolutionary. From 1947 to 1987, the displacement effect of new technologies was generally offset by a reinstatement effect, he reckons, through which new tasks occupied displaced workers. The rate of reinstatement has since fallen, though, while displacement has not, suggesting an increase in so-so automation relative to the good kind.
Mr Acemoglu suggests that policy interventions that lean against employers inclination to deploy so-so automation, such as higher taxes on capital, might be desirable. Perhaps. Yet it is also possible that continued improvement in machine capabilities will solve this problem on its own, either by creating vast new categories of work for humans, or by making us so much better off that we do not especially mind our approaching obsolescence.
This article appeared in the Finance & economics section of the print edition under the headline "Its a bot time"
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New research shows the robots are coming for jobsbut stealthily - The Economist
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Darmstadt-based Energy Robotics nabs 2 million for its mobile inspection robots – EU-Startups
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The German company Energy Robotics, a developer of software solutions for mobile inspection robots, has received 2 million in seed funding round led by Earlybird, alongside other prominent business angels. Interestingly, one type of robots worked on by this startup, alongside company Boston Dynamics, were the inspiration for the robot dogs from the dystopian future seriesBlack Mirror.
Founded in 2019, Energy Robotics has launched one of the first commercially available software platforms for industrial applications that combines three essential components of intelligent control of mobile autonomous robots: a hardware-independent robot operating system, a cloud-based fleet management, and an AI-powered data analysis. The robots are used for remote inspection and monitoring, especially in industries with harsh and demanding environments such as the oil, gas and petrochemical industries, but also increasingly in the energy and security industries. The company relies on a SaaS model to do this, offering its software solution and associated IT infrastructure along with hardware from various third-party vendors.
The new investment enables the Darmstadt-based team to further develop their software-as-a-service solution and expand their product portfolio towards a platform economy and robot-as-a-service. In addition to European technology investor Earlybird, which has led first financing rounds in billion-dollar companies such as UiPath, N26 and Peak Games, further investors are participating: multi-supervisory board member Dr. Paul Achleitner, former CEO of Austrian oil company OMV Dr. Gerhard Roiss, and Martin Klssner, e-mobility expert and CEO of has-to-be GmbH. Business angel and serial entrepreneur, Andrej Henkler, known for his early investments in companies such as Palantir, is also among the new investors.
Earlybird sees great potential in the Darmstadt-based startup: The perfectly-coordinated founding team of Energy Robotics combines decades of experience and leading expertise in intelligent autonomous software for mobile robots with visionary entrepreneurship and a doer mentality, explaines Dr. Andre Retterath, Principal at Earlybird. The company is growing fast despite its early stage, the team has already been able to win numerous pilot and license customers such as Shell, Dow Chemical, E.ON and Merck. We are firmly convinced of Energy Robotics hardware-independent software approach. It allows the start-up to assemble the best possible fleet of mobile autonomous robots from various third-party vendors for a variety of customer use cases, controlling everything through a common interface and thus scaling optimally at the data processing level.
We see our solution as a platform for autonomous remote inspection and monitoring. Our goal is to offer customers our software in combination with the hardware they require, and the robot best suited to their specific use case. In doing so, the platform not only combines different types of robots, but at the same time enables the integration of a variety of apps to perform AI-based analysis of the collected data, explained Marc Dassler, Co-Founder and CEO of Energy Robotics. With the newly acquired capital, we are now in a position to grow further and expand our offering and partner network. We are therefore very pleased to have Earlybird and the other investors on our side who see our vision as forward-looking and are promoting it accordingly. For us, it is clear: autonomous robots will significantly change the coming decade, and we are at the forefront of shaping this change.
With Boston Dynamics and its walking robot called Spot, the companys network expanded in September 2020 to include another well-known robot manufacturer. The start of the collaboration was marked by a joint project at the Merck pharmaceutical group in Darmstadt. There, Spot was equipped by Energy Robotics with cameras, sensors and intelligent control software to record inspection data during autonomous inspection tours. In this specific application, the walking robot can read pressure gauges and inspects air outlets.
So what do you think apocolyptic future warning, or friendly useful assistants?
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Greek PM Congratulates PlaisioBots Team For Winning Gold At The International Robotics Olympiad For Youngsters – Greek City Times – GreekCityTimes.com
Posted: at 9:17 am
Greek Prime Minister Kyriakos Mitsotakis personally congratulated the PlaisioBots team, who won gold for Greece at theInternational Robot Olympiad for youngsters, at Maximos Mansion on Thursday.
Iris Angelopoulou, Vasiliki Iliadi, Christos Rentzis and Alkiviadis Kotsikopoulos won the top prize for creating a smart white cane for the blind.
I had the pleasure of congratulating the PlaisioBots student team for winning the gold medal at the International Robot Olympiad. They designed and built a robotic cane to facilitate the movement of visually impaired people. They make us very proud, Mitsotakis tweeted.
The team which was sponsored by one of the largest technology outlets in Greece, Plaisio, worked closely together during the coronavirus pandemic.
The white cane has a 3D detection sensor that warns the user of obstacles that are in the environment.
It can also read traffic lights, allowing it to tell users when to cross the street.
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