IIoT Top News: Machine Learning
Machine-to-machine (M2M) learning is an integral apart of the expanding world of Industrial IoT. Over the past few months we have given attention to manufacturing and its current digital disruption, but have failed to show the direct impact smart M2M and IoT technology is having on the industry. So, this week we are diving deeper into the term machine learning and how it connects to manufacturing both today and in the future. Before we get to our news round up let’s start by re-defining M2M, to ensure we are all on the same page with its purpose and meaning. Gartner has defined machine-2-machine communications as “something used for automated data transmission and measurement between mechanical or electronic devices.” Now, that we have defined M2M, its time to check out our top news round up for the week on how M2M applies to both manufacturing and IoT. 10 ways machine learning is revolutionizing manufacturing Machine learning is poised to improve manufacturing by streamlining the process of OT and IT, thus increasing efficiency and lowering overall operation costs. Louis Columbus at Forbes believes that “Every manufacturer has the potential to integrate machine learning into their operations and become more competitive by gaining predictive insights into production.” IoT will recharge Machine Manufacturers Manufacturing can look to software companies as an example of how IoT can implement creating a smarter M2M network. Timothy Chou with CFO.com writes, “Today, manufacturers of machines — whether seed drills, chillers, or CT scanners — can leverage the path paved by the software product companies through three new business models: service and support; assisted services and machine-as-a-service.” Climbing the IoT Mountain–by adding M2M to manufacturing Manufacturing is only at the beginning of its ascent into IoT and M2M, so there are many more bumps and obstacles a long the way for the industry to fully integrate. Ronnie Garrett with Supply & Demand Chain Executive describes IoT and M2M manufacturing implementation as, “Standing at the foot of Mount Everest, ready to climb the world’s tallest mountain. You know you want to get to the top but you aren’t really sure how you will get there or what obstacles you’ll encounter along the way.” Cybersecurity is manufacturing’s biggest risk factor Manufacturing needs to continue to add M2M automation and big data analytics to the shop floor, but a threat to the overall industry is manifesting itself in the cybersecurity world. Ian Wright with Engineering.com informs writes, “A new report from BDO indicates that 92 percent of manufacturers cited cybersecurity concerns in their SEC disclosures this year. According to BDO, this represents a 44 percent increase compared to the first Manufacturing Risk Factor report in 2013.” As we wrap up our top news for the week, we realize the need to fully implement advanced machine learning across the manufacturing world will take more than a simple flick of the wrist. With that said, we leave you with a cautionary tale of when automation goes wrong. It was recently discovered an airport in India had an sign translated with automation software which read, “eating carpet strictly prohibited” — of course this was not the translation they had meant to display. Regardless, as we move towards a fully integrated M2M world, we will have to adjust our equations depending our our intended outcome, much like the world is finding with the love/hate of language automation. Hope you have enjoyed this week’s top news, as always tell us your thoughts on M2M and how it might impact your world!
IIoT Top News: UAS Cleared for Takeoff
UAS, drones or unmanned aircraft, no matter what you call them — this was their week. Our news stream was flooded with updates on the newly announced rules and regulations for commercial UAS from the FAA. So, naturally we have dedicated this week’s top news round up to highlight some of our favorite UAS stories. Here is a quick recap on the new FAA rules for UAS USA TODAY has broken out the top five things you should know about the new FAA drone rules. Take a minute and get caught up on the basics. For example, the UAS operator must have their drone in sight at all times while in the air, and you still can’t fly at night. https://youtu.be/G6NAFIRZLBw Summary of New Commercial Drones Rules The wait is over, as many commercial UAS operators found out this week. John Goglia, with Forbes, breaks out the FAA new Part 107 rules which states, “It will eliminate many of the most cumbersome and expensive requirements currently imposed on commercial drone operators including the requirement for a so-called 333 exemption, a manned aircraft pilot’s license, a visual observer, the requirement to hold a certificate of authorization and the requirement to issue a notice to airmen before each flight.” FAA Approves the use of Small Commercial Drones Michael Walton, with Government Technology, explains, “The FAA new UAS rules would effectively lift the lid on flights by other potential operators who have held off using the technology — real estate agents who want bird’s-eye videos of properties, ranchers who want to count cattle and a multitude of other businesses.” At Long Last, New FAA Rules for Drones Air&Space Magazine tells us the best part of the new UAS rules is that “The FAA dropped its initial recommendation that would have required commercial UAV operators to hold a pilot’s license, a stipulation that experts feared would have stifled the booming drone industry, which is estimated to generate more than $82 billion and 100,000 jobs over the next decade. We hope you have enjoyed this quick UAS roundup. Don’t worry, we aren’t heading into a Sci-fi movie yet; Amazon, Walmart and alike will still have to wait in the holding pattern for approval to utilize drones for domestic delivery purposes. Overall, though, it was a game-changing week for small commercial UAS user everywhere, and a small step in the right direction for drones to assist with all our future needs.
IoT Top News: Manufacturing Disruption
Industrial IoT continues to cause disruption; not just in manufacturing, but across many other industries as well. In the last few months we’ve been keeping a pulse on the state of digital transformation across the business landscape and have been discovering exciting new implementations of Industrial Internet of Things (IIoT). This week we’re highlighting the disruption Industrial IoT is instigating as product development and lifecycle management continues to evolve. Overcoming Three Key Barriers to Industrial IoT Industrial IoT has the potential to capture data in real-time, leverage big data analytics and streamline efficiency to name a few. So what’s hold back the industry? A major barrier has to do with culture of the operational technology (OT) organizations within the industry. The OT have a risk-averse way of thinking and see change as disruption, “Whereas IT is defined by constant change and innovation, that’s why it’s not unusual to see industrial automation systems in service for decades at a time with little or no change.” Bringing Smart Technology to Old Factories Can be an Industrial-Sized Disruption It sounds amazing to have robotic arms working together with the Industrial IoT. The reality is manufacturing is being disrupted by the implementation of IIoT. Mary Catherine O’Connor with the Wall Street Journal reminds us that, “Often plant managers can’t tell which sensor will most accurately collect the data they want from a machine without a series of test runs—a time-consuming process.” Product-Development Strategies in the IIoT Disruption The key to succeeding with IIoT disruption will be to focus on the new innovation of both product and software for the industry. Machine Design reminds us that, “IIoT is a disruptive force that will shape product-development trends over the next decade and beyond.” Relying on CMM to Keep IIoT’s Disruption Positive All the talk up to this point has been about the negative disruptive impacts IIoT is having on the industry. IIoT has the ability to drastically change manufacturing with a positive level of disruption introduced on the shop-floor. According the the American Machinist positive disruption can happen, “By using coordinate measuring machinery (CMM), machine shops or other manufacturers are able to capture the precise details of the geometry or surface conditions of a workplace. Working within IIoT, those manufacturers then are able to share such data between machines, exchange information between facilities, or with customers or suppliers.” Now we would like to leave you with this quick excerpt from Kevin Ashton, a British technology pioneer who co-founded the Auto-ID Center at the Massachusetts Institute of Technology (MIT) and inventor of the term “the Internet of Things.” How the Internet of Things Disruption Gains Traction – Extreme IoT We hope you have enjoyed this closer look at the disruption Industrial IoT is bringing to the table and what steps are being done to allow more implementation across the industry. Let’s us know what disruption you have seen with IIoT.
Internet of Things Expo: What to expect this week
The Internet of Things (IoT) is essential for both enterprise and personal, everyday use. Leading research firms agree that IoT will experience an unbelievable boom, possibly into the tens of billion devices by 2020 as computers, smartphones and sensors all require connectivity. This week’s Things Expo is a SYS-CON Media annual event, designed to help make sure your enterprise is IoT-ready with 80 breakout sessions focusing on many aspects of IoT, including big data’s use with predictive analytics, smart grid and Industrial IoT (IIoT), wearables, identity in IoT and modem data centers, among many other tracks. Here is a sneak peek at keynote Internet of Things Expo speaker Chris Matthieu. Also…Check out this clip of a Things Expo Power Panel It is going to be an action-packed three days of IoT information dumps from the experts. If you have the chance to be in New York this week, be sure to check out this conference and soak up some knowledge. Scott Allen, CMO of FreeWave, will be presenting “Sensor-2-Server: Intelligent Communication at the Access Layer” at ThingsExpo on Tuesday, June 7th from 4:40 – 5:15p.m. EDT. (http://www.cloudcomputingexpo.com/event/session/3238). Sensor-2-Server™ (S2S™) intelligent communications for the access layer can collect and transport the data that supports higher-level analytics. As IoT becomes adopted by industrial markets, there is going to be an increased demand for video, voice, data and sensor data communication from the outermost layer of the network. Let us know what you think. Which aspects of IoT are most interesting to you? What needs more coverage and information?
IIoT + S2S = Industrial Innovation at the Access Layer
The Industrial Internet of Things (IIoT) is moving at a rapid pace towards a higher intelligence platform to help collect, protect, transport and control data at scale from a myriad of sources. The access layer in the IT landscape is now particularly becoming an innovative technology environment with many new sensory solutions available to bring intelligence back to the core systems and analytics engines. Another area to consider when discussing IIoT are the individuals working with these technologies today, tomorrow and in the future. To start, the younger/millennial generation is entering the workforce in droves and is arguably the first generation open to big data integration and as part of IoT application solutions. Now that IT and Operations personnel work closer together than ever before, there is a need to be able to share the sensor data across the access layer. On the other hand, the older generation is trusting of the SCADA data systems they have been using for years, and are slow at first to adapt to the new intelligence created in the access layer. How Does an Enterprise Address this Transition? One strategy is IT/OT convergence, which promotes a single view of an enterprise’s information. Process-management tools help ensure that every person, machine, sensor, switch and device in an organization has accurate information in the best form and at the right time. As OT products—for example, programmable logic controllers (PLCs) and remote terminal units (RTUs)—become more aligned with IT infrastructure and applications, getting OT information integrated efficiently with IT systems at a process level is difficult enough for many companies. Getting IT and OT systems to work together to maximize business efficiency — while avoiding negative consequences, risks and pitfalls in the process —makes the task more challenging. However, thanks to new technologies, this process is becoming more practical and is creating the opportunities for huge economic benefits when these two disciplines are successfully integrated. Evolution of Sensor-2-Server (S2S) (As described by Brandon Lewis, Technology Editor for IoT Design) S2S architectures define a method for communicating data collected by sensor platforms at the access layer of an IoT network back to servers at other layers, including but not limited to centralized servers in the core network. This type of architecture allows sensor data to be transmitted to points in the network that are best suited to the specific type of analysis, decision making, and control, which in an industrial deployment could be a SCADA controller located at the aggregation layer rather than a mass dump of heterogeneous data from hundreds or thousands of endpoints back to the core network. For critical IoT systems that require real-time or near-real-time analysis of sensor data, this more localized communications can speed decision cycles using data in motion rather than waiting to parse data at rest. Want to Learn More about S2S and the Future of Industrial IoT? For more information and a full discussion on S2S and the future of IIoT, please check out this recent interview with the IoT Roadshow and Scott Allen. You can also listen to the SoundCloud recording below!
Data Drought: Rural Australian Wi-Fi
Data drought in the rural Australian outback has illuminated the myriad problems stemming from a lack of Wi-Fi connectivity. Precision agriculture today requires broadband and high-speed connectivity to compete in the innovative global marketplace. Yet, many rural areas lack the sufficient infrastructure needed, offering only spotty or basic wireless internet solutions. In fact, there are a total of 135,000 Austrian farms over 400 million hectares, that create enough food to feed 80 million people, representing 13 percent of the country’s total export revenue. With that in mind, Australia can no long afford to ignore the demand to increase farming innovation, and so it has begun to look at possible solutions for the geographically complicated continent. A recent FaceBook survey conducted by the Better Internet for Rural, Regional and Remote Australia (BIRRR) found that 88 percent of Australians feel they don’t have services to meet all of their needs. Many living in the rural areas have voiced concerns over the noticeable “data drought,” but these concerns were often thought as a one-off individual problem. The BIRRR results have helped to bring to light just how massive this data drought issue is to farmers and others living in the rural areas of the country. Living in the bush has proven hard to find reliable ways to connect even basic Wi-Fi long enough for remote education, banking and innovative agriculture tools. It’s not for a lack of trying, as nearly every farmer has at least one smartphone. Many have been forced back to the city, even just to rent office space, so they are able to conduct business and digital transactions without interruptions. Is there a solution? The National Broadband Network (NBN) launched satellite Sky Muster, earlier this year with an expected customer capacity of 240,000. Farmers lucky enough to live in range of this satellite are starting to see the benefits of real broadband connectivity. A second satellite is expected to launch later this year with the hope of reducing the data drought across the remote areas of the nation. Another possible solution has been presented by Prime Minister Malcolm Turnbull, who believes mobile technology is key to improving the agriculture and living conditions in the outback. Turnbull has promised to spend 60 million to improve mobile black spots in regional, rural and remote Australia. The AgForce vice-president and committee chair, Georgie Somerset recently said that the “increased investment in fixed wireless roll-out would also enable local Wi-Fi platforms, that can then support businesses and education in rural Queensland with high-speed reliable and affordable data.” It is important to note that, today’s IIoT technology marketplace has begun to produce exciting new solutions to address remote wi-fi needs similar to the challenges being faced in Australia today. The steps Australia takes to find a suitable solution to its connectivity problems can set the stage for solving similar challengs in remote areas across the globe.
IoT Top News: M2M Propels Machines
Time and again, those keeping a pulse on the Internet of Things (IoT) space frequently hear about the “rise of the machines.” Humanity is not only discovering fascinating ways to integrate machines into our daily lives, but also finding new uses for machines as well. How? Machines are now “internet-connected” just like the smartphones we carry around in our pockets. And this isn’t just on the commercial side with the likes of smart thermostats or connected vehicles – even tractors and oil and gas machinery are industrial examples of where new “things” are now on the digital network. In fact, there are more M2M or “machine-to-machine” communication devices on this planet than humans. As GSMA Intelligence reported in 2014, there are 7.2bn M2M devices versus 7.19bn humans. Stuart Taylor from Cisco also wrote a prediction that “The Internet of Things (IoT) is a world where up to 50 billion things (or devices) will be connected to the Internet by 2020; or, the equivalent of 6 devices for every person on the planet.” Realizing the major role M2M devices continue to have in our connected world, specifically as it relates to the advent of machine learning, it’s only natural to highlight the impact of machines and M2M in the past, present and future. The Machines are Coming: How M2M Spawned the Internet of Things In the digital world, M2M wireless solutions will work for us quietly, in the background solving all our day-to-day needs. John Kennedy with Silicon Republic reports that, “M2M is at the heart of the industrial internet of things (IIoT), powering smart factories that can be run remotely from a tablet computer, and smart buildings that monitor their environment and feed data back to the cloud.” Is Machine Learning Over Hyped? In the now 24-hour news cycle, often the top news lingers around lighter topics. So how much hype should be given to machine learning (ML)? The Huffington Post respondent Scott Aaronson, theoretical computer scientist at MIT, seems to think that “There’s no doubt in my mind that people 30 years from now will agree with us about the central importance of ML, but which aspects of ML will they rage at us for ignoring, or laugh at us for obsessing about when we shouldn’t have? Machine Learning: Demystifying Linear Regression and Feature Selection Machine learning needs to integrate domain knowledge in order to improve the quality of data collected from analysts. Josh Lewis with Computerworld thinks that, “Business people need to demand more from machine learning so they can connect data scientists’ work to relevant action.” Machine Learning Examples Crop up for Data Center Management Data centers appear to be the perfect place for enterprises to implement machine learning to its fullest. Christopher Yetman, COO at Vantage Data said, “There are also sensors that generate data about air pressure, humidity, temperature and supply voltage and typically feed into a programmable logic controller.” M2M Technology Driving Agriculture’s Industrialization On a global front, M2M is driving agriculture’s industrialization in South Africa. IT News Africa informs us that, “Given the ability to automate many monitoring and control functions through intelligent devices, agriculture is a prime target for leveraging M2M capabilities.” We hope you have enjoyed this week’s roundup, and as M2M connections continue to pile-up, we urge you to consider the plethora of commercial and industrial use cases that can benefit from these innovations.
IoT Top News: Future is Now
The Internet of Things (IoT) is creeping into every aspect of our lives. With the advent of smart cities, smart manufacturing, precision agriculture, drones and digital energy, businesses and individuals alike have seen the influx of IoT technology. For example, a recent report from Gartner, “suggests that more than 26 billion devices will be connected to the internet by 2020, with 250,000 of them being vehicles.” So, with the billions of connected things, its only natural this week’s top news roundup would highlight how IoT is maturing and what experts see for the future ahead. Research Firm calls for Standardized IoT Deployments As the demand increases to make more smart cities, researchers warn of extra costsand fragmented delays if we don’t create overall IoT standards. Machina Research reports, “Using current non-standardized technologies, it would cost 1.12 trillion dollars to get smart cities up and running by 2025. Were a standardized approach adopted, the total cost would be 781 billion dollars, a savings of 341 billion dollars worldwide.” Is Automation the Key to Unlocking IoT Data? The best approach to implementation is a combination of data analytics with real-time automated wireless results Dave McCarthy senior director of products at Bsquare suggests that, “The goal of any IoT system should be to extract business value from device and sensor data.” Three Ways to Leverage IIoT Some of best ways to leverage Industrial IoT is by learning to adapt machine learning(M2M), embedded sensors and an overall operational shift allowing the wireless technology to be implemented across the business. Scott Stone with Plant Engineering informs us that, “Accenture predicts that vendor-specific and proprietary infrastructure will be replaced over time with interoperable platforms. Harnessing the data through sensor-driven computing, industrial analytics and intelligent machine applications opens the door for innovation.” Internet of Things Offers Vision of the Future IoT is not a new concept, it has actually been around for 30 to 40 years, yet the future of IoT will still be fueled by security and integration concerns as our need to be connected everywhere continues to grow. Basher Saajid with Liberty Voice reminds us that, “Forbes has reported the overall IoT potential to generate additional $10-$15 trillion for the world GDP by 2034.” We hope you enjoyed this quick look at IoT top news, as always tell us about the stories you found of interest!
Digital Oil: Wireless Means Safety & Efficiency
Production demands of the 21st-Century change at an extraordinary pace. Industrial markets, such as energy and oil & gas face challenges going forward, including the reliable monitoring of assets in the field, dealing with 24×7 production demands, and managing high costs in terms of both time and resources to manage assets in remote locations. These market forces have naturally led to the emergence of the industrial internet of things (IIoT) and wireless communications technology. If you’re an operator in the field, you’re well aware that wireless IoT technology is changing the level of safety, efficiency and monitoring available on the rigs. Let’s take a moment and look closer at how these changes are impacting the digital oil field of today. Why? The consequences of incidents, such as natural gas pipeline explosions, have contributed to the demand for more safety and monitoring regulations along pipelines. California for example, saw tightened state regulations as a result of the San Bruno disaster, which included more stringent requirements for pipeline monitoring. Across industries such as oil and gas, there are certainly areas with the presence of hazardous gasses and therefore potentially dangerous environments. Safety First Taking a closer look at safety on an oil field, we realize just how dangerous it can be for people to be on or even near a production site. Advancements in IoT are now more important than ever because they allow more oil and gas companies to enable a digital work environment – not just from an operational perspective, but from a worker health and safety point of view. Safety concerns to be addressed are the elimination of manually painstaking tasks related to checking on-site sensor data or heavy machinery that resides in potentially hazardous environments – for example where explosive gases are present. Safety is now being increased by taking away the pen and pad from the technician and automating wireless remote monitoring capabilities to enter readings, pressures, temperature and other production monitoring values from miles away. Because of this evolution, many technicians have updated their skills in order to provide value in a digital age and the skills gap here is also an emerging issue for energy producers to keep in mind. Jens Norgaard, SafeEx Business Development Director reports that, “There is no doubt that the younger generation…are running around with high tech equipment…and it’s much more sexy using an electronic tool than using pen and paper. Most technicians have taken a technical education because they want to use their hands and are not always very keen on doing administrative work. So if you can reduce the amount of that it will become much more attractive for younger people to do it.” Highly Efficient and Operational The hope with any advancement in technology is that our world will be able to run and function more smoothly. According to LR Energy’s annual 2015-2016 Oil & Gas Technology Radar survey of global oil and gas executives, “the top driver of innovation investment is operational efficiency.” As wireless IoT solutions continue to infiltrate the oil rigs and pads of today, it is only natural to question the operational and efficiency state of things. Over the next decade technological implementations are expected take more people off the drill floor and into the office allowing companies to fill the knowledge gap with remote drill sites, thus paving the way for more automated oil fields. Pierre Sames, DNV GL director of research and innovation in Norway suggests that, “These technologies will help the industry to be more cost efficient in operations, which is very much needed due to the current oil price crisis.” Keeping Production High with High-Tech Whether you are working with an offshore or onshore rig, the ability to seamlessly monitor and control the operations of a oil rig or well pad automatically from an office location is a key component of IoT and an evolution of the digital oilfield. Natural Gas Intel (NGI) informs us that, “One of the most anticipated technologies, automated drilling in the offshore and onshore, could reduce drilling times and costs by up to one-third versus conventional drilling rigs, ensuring more wells are economically feasible, able to hit smaller targets and generating more infill production.” It seems apparent that we are on the midst of an industrial revolution where blended technology ecosystems are going to be the core of what makes modern energy producers competitive. Just think of the combination that Voice, Video, Sensors and Data can have if applied together in a holistic fashion. “Expectations of fully automated drilling operations, autonomous pipeline inspections and the expanded use of natural gas to fuel trucks and railways are likely to be at the forefront by 2025,” industry consultant DNV GL said last month (see Daily GPI, April 6). By 2025, the energy industry will become increasingly “automated, digital and smarter,” according to DNV’s Technology Outlook 2025. What’s next for the oil and gas industry? Join us this week at the 91st International School of Hydrocarbon Measurements(ISHM) conference in Oklahoma. ISHM is designed to educate and update you on the latest technological advancements for the oil and gas industry. This year you will have an opportunity learn with both lecture and hands-on classes as well as network with fellow industry peers. Cannot join us in Oklahoma? Feel free to download the “Building the Digital Oilfield of the Future” white paper for insights into how wireless IoT technology is redefining oil field production and data communications.
XPONENTIAL Recap: Drones and so much more
New Orleans had its sights in the clouds for this year’s AUVSI XPONENTIAL conference. A leading national show for unmanned systems aimed to provide entertainment, education and networking opportunities for more than 8,000 industry leaders and professionals from 55 countries. XPONENTIAL focused this year on oil and gas; agriculture; energy and utilities; construction; and command and control defense applications. Starting off with a bang, national main stream media was drawn to those unmanned crafts in the sky, of all shapes and sizes headlining at this year’s XPONENTIAL. NBCs TODAY Show anchor Gabe Gutierrez captured a stroll through drone road, where every craft in a mile radius magically took to the sky as Gutierrez walked by. A common theme from this year was… The XPONENTIAL team consistently found ways to remind us all how intelligent robotics will continue to transform our business, travel and everyday security. This level of awareness was their way of educating everyone to embrace this technological shift. It’s about time for an FAA perspective! FAA Secretary Huerta found time during the action packed few days to sit down with Miles O’Brien to discuss trending topics and regulation over this coming year with more UAS registered and flying in the skies. Now let’s see what drones are charging into the agriculture scene this year! Farming will never be the same, now that Yamaha is creating a sprayer drone. This UAS wowed the crowds at XPONENTIAL in true rockstar fashion, reminding us all that the future of agriculture will be merged with technology. And it wouldn’t be proper to end this post without at least one brass band shot; we are in New Orleans, folks! This brass band gave the XPONENTIAL crowd a warm southern welcome as the show got under way! We also were thrilled to speak with the show organizers about how “IoT Rides on FreeWave Tech” in regards to debuting a beta version of new radio technology that leverages the Internet of Things movement to allow developers to program the product to perform functions previously unavailable on radios. Thanks to the XPONENTIAL 2016 Team and congratulations to all that made New Orleans a hit this year!