Follow the Puck Brad AndersonEditor In Chief at ReadWrite How Data Analytics Can Save Lives Related Posts AI: How it’s Impacting Surveillance Data Storage Tags:#data#Trending Brad is the editor overseeing contributed content at ReadWrite.com. He previously worked as an editor at PayPal and Crunchbase. You can reach him at brad at readwrite.com. As the world generates more and more data — at a clip of 2.5 quintillion bytes each day — it simultaneously struggles to manage it. With humans unable to manually process such large amounts of data and analyze its implications, the business world has to turn to machines to take on some of the load.Smart machines can transform data points into patterns and insights; imbuing these machines with human knowledge and allowing them to “learn” from the additional information they gather can speed up the computations needed by businesses. Cognitive machines aren’t just reactive, however. With enough data, they can anticipate problems, suggest solutions, and carry them out without human intervention.Cognitive predictive maintenance for the Industrial Internet of Things, an arena in which machines detect failures in other machines, is poised to influence whole industries. Empowering machines to perform unsupervised (or partially supervised) techniques to identify equipment failures quickly and accurately will save money for businesses. From preventing downtime to freeing up employee time for higher-level issues, cognitive predictive maintenance will revolutionize how enterprises handle asset management.Thy Machine’s Will Be DoneCognitive predictive maintenance uses sensors and artificial intelligence to monitor operations of complex systems, giving early warning in the form of anomaly detection. This early detection can help address minor issues before they turn into more serious problems.Deep reinforcement learning, a component of many cognitive predictive maintenance systems, uses algorithms to determine which pieces of information — gathered from resources such as manuals and operator notes or through real-time happenings — are relevant. Combining these with feedback received from a company’s techs, these autonomous solutions will create a library of knowledge without human input — beyond the manual feedback, of course.“The Industrial Internet of Things (IIoT) is unlocking new possibilities for asset-intensive industries. … Sadly, almost 85 percent of these industries let this data sourced from trillions of data points go unused,” explain the experts at DataRPM, a Progress company, considered a cognitive disruptor in the IIoT maintenance space. “Only the remaining 15 percent possess the capabilities to derive insights from the limited data sourced from a select few sensors. This leads to building generalized models that encompass only a few assets, which are then extrapolated to the entire asset population.”And that’s a big deal: DataRPM has calculated that a 1 percent improvement in productivity across the manufacturing industry can result in $500 million in annual savings. Predicting anomalies can result in a 70 percent elimination of breakdowns, the firm says. With McKinsey predicting the IoT industry will have an economic impact of approximately $11 trillion by 2025, that’s a lot of potential money left on the table without cognitive-first processes.Which Industries Will Benefit?The saying that “data is the new oil” has gained momentum in recent years, and even the oil industry should feel that way. It’s one of a handful of industries that stand to quickly benefit from cognitive predictive maintenance.Oil and gas. With decades-old pipelines, old technology, and dangerous terrain, the oil and gas industry is ripe for machine intervention. Its outsized impact on the environment underscores the importance of predicting failures before they happen. Updated sensors and data analysis can result in not only avoided tragedies, but also 10 percent cost savings through enhanced performance.Manufacturing. Factories are constantly on the lookout for ways to improve their analytics and equipment effectiveness. Cognitive predictive maintenance can help with both these areas, as well as with conducting cognitive visual inspections. Deloitte’s findings suggest that cognitive predictive maintenance helps manufacturing equipment achieve more than 90 percent effectiveness.Automotive. Just like other manufacturing arenas, automotive companies are searching for ways to increase the uptime of their assembly lines and decrease malfunctions and subsequent recalls. Although only 8 percent of automotive manufacturers currently use cognitive predictive maintenance, these companies could save more than $1 million per day by issuing recalls sooner.Aviation. Unsurprisingly, nearly every transportation and logistics industry can benefit from cognitive-first solutions, and aviation’s tight regulations, safety concerns, and replacement schedules make cognitive predictive maintenance a perfect fit. With an aircraft like the A350-900 costing nearly $305 million, it’s clear that downtime for any part of an airline’s fleet can be devastating. Cognitive predictive maintenance can help airlines take care of problems before they need to ground flights.Energy and utilities. With the environment and climate changing rapidly, extreme weather power outages doubled between 2003 and 2012; extreme weather is considered the culprit behind 80 percent of outages. In a society becoming further chained to the internet and machines on a daily basis, energy and utility companies would do well to adopt cognitive predictive maintenance, which can help them predict and manage blackouts and brownouts before they happen.Producing enormous amounts of data means we also need to build systems that can absorb and use that data. Industries that need to process such data before major problems occur likely have a cognitive-first future ahead of them, led by machines smart enough to fix what isn’t yet broken. Leveraging Big Data that Data Websites Should T…
DefinitionAnkle arthroscopy is surgery that uses a tiny camera and surgical tools to examine or repair the tissues inside or around your ankle. The camera is called an arthroscope. The procedure allows the doctor to detect problems and make repairs to your ankle without making larger cuts in the skin and tissue. This means that you may have less pain and recover more quickly.Alternative NamesAnkle surgeryDescriptionYou will likely receive general anesthesia before this surgery. This means you will be asleep and unable to feel pain. Or, you may have regional anesthesia. Your leg and ankle area will be numbed so that you do not feel any pain. If you receive regional anesthesia, you will also be given medicine to make you very sleepy during the operation.During the procedure, the surgeon does the following:Inserts the arthroscope into your ankle through a small incision. The scope is connected to a video monitor in the operating room. This allows the surgeon to view the inside of your ankle.Inspects all the tissues of your ankle. These tissues include cartilage, bones, tendons, and ligaments.Repairs any damaged tissues. To do this, your surgeon makes 1 to 3 more small incisions and inserts other instruments through them. A tear in a muscle, tendon, or cartilage is fixed. Any damaged tissue is removed.At the end of the surgery, the incisions will be closed with stitches and covered with a dressing (bandage). Most surgeons take pictures from the video monitor during the procedure to show you what they found and what repairs they made.advertisementYour surgeon may need to do open surgery if there is a lot of damage. Open surgery means you will have a large incision so that the surgeon can get directly to your bones and tissues.Why the Procedure Is DoneArthroscopy may be recommended for these ankle problems:Ankle pain: Arthroscopy allows the surgeon to explore what is causing your ankle pain.Ligament tears: A ligament is a band of tissue that connects bone to bone. Several ligaments in the ankle help keep it stable and allow it to move. Torn ligaments can be repaired with this type of surgery.Ankle impingement: Tissues in your ankle can become swollen and sore from overuse. This makes it hard to move the joint. Arthroscopy can remove the tissue so you can move your joint.Scar tissue:This can form after an injury to the ankle. This surgery can remove scar tissue.Arthritis: Arthroscopy can be used to help reduce pain and improve movement.Cartilage injuries: This surgery can be used to diagnose or repair cartilage and bone injuries.Risks Risks of general anesthesia are:Allergic reactions to medicinesBreathing problemsRisks of ankle arthroscopy are:BleedingInfectionBlood clotFailure of surgery to relieve symptomsFailure of repair to healWeakness of the ankleInjury to tendon, blood vessel, or nerveBefore the ProcedureTell your health care provider what medicines you are taking. This includes medicines, supplements, or herbs you bought without a prescription.During the 2 weeks before your surgery:You may be asked to stop taking medicines that make it harder for your blood to clot. These include aspirin, ibuprofen (Advil, Motrin), naproxen (Naprosyn, Aleve), and other medicines.Ask your health care provider which medicines you should still take on the day of your surgery.If you have diabetes, heart disease, or other medical conditions, your surgeon will ask you to see your doctor who treats you for these conditions.Tell your health care provider if you have been drinking a lot of alcohol, more than 1 or 2 drinks a day.If you smoke, try to stop. Ask your health care provider or nurse for help. Smoking can slow wound and bone healing.Tell your doctor about any cold, flu, fever, herpes breakout, or other illness you may have before your surgery.On the day of surgery:You will likely be asked not to drink or eat anything for 6 to 12 hours before the procedure.Take the medicines your health care provider told you to take with a small sip of water.Your health care provider will tell you when to arrive at the hospital. Be sure to arrive on time.After the ProcedureYou can usually go home the same day after you recover from the anesthesia. You should have someone drive you home.Keep your ankle elevated above your heart for two to three days to help reduce swelling and pain. You can also apply cold packs to reduce swelling.Keep your bandage clean and dry. Your health care provider can show you how to change the dressing.You can take pain relievers, if needed, as long as your doctor says its safe to do so.Youll need to use a walker or crutches and keep weight off your foot.Outlook (Prognosis)advertisementArthroscopy uses small cuts in the skin. Compared to regular surgery, you may have:Less pain and stiffnessFewer complicationsFaster recoveryThe small cuts will heal quickly, and you may be able to resume your normal activities in a few days. However, if your doctor had to repair a lot of tissue in your ankle, it may take several weeks to heal. How quickly you heal depends on how complicated the surgery was.You may be shown how to do gentle exercises as you heal. Or, your doctor may recommend that you see a physical therapist to help you regain the full use of your ankle.ReferencesIshikawa S. Arthroscopy of the Foot and Ankle. In: Canale ST, Beaty JH, eds. Campbells Operative Orthopaedics. 12th ed. Philadelphia, PA: Elsevier Mosby; 2012:chap 50.Miller M, Hart J. Surgical Principles. In DeLee, JC, Drez D Jr, Miller MD, eds. DeLee and Drezs Orthopaedic Sports Medicine. 3rd ed. Philadelphia, PA: Elsevier Saunders; 2009:chap 2.Review Date:5/15/2013Reviewed By:C. Benjamin Ma, MD, Assistant Professor, Chief, Sports Medicine and Shoulder Service, UCSF Department of Orthopaedic Surgery. Also reviewed by David Zieve, MD, MHA, Bethanne Black, and the A.D.A.M. Editorial team.
APTN National NewsAs the Dakota in Manitoba continue their fight against the provincial government to sell cheap cigarettes, they also continue to claim their tribe is a sovereign nation.They’re calling on the federal government to come to an agreement over their rights.Aboriginal Affairs Minister John Duncan was in Winnipeg Thursday and APTN National News reporter Meagan Fiddler found out what the minister had to say about the situation.
DAWSON CREEK, B.C. – Officials with the City of Dawson Creek say they’ve managed to stem the rise of floodwaters in the creek at bear’s the city’s name.The City’s General Manager of Development Services Kevin Henderson said that the 17th St. Bridge has reopened after workers were able to divert some of the creek’s water. He said that maintenance workers brought in pumps to divert the flow of water over the culverts where Dawson Creek passes underneath 102nd Ave.Henderson said that the action of the pumps along with a smaller amount of snow melt that travelled downstream into the city yesterday meant crews were able to keep the flow of water from cresting any of the roads in the city. Henderson said he suspects the reason for the so-far intense snow melt is due to the higher than normal snow pack in the Peace Region this year, and because the region didn’t see a mid-winter similar to the past three winters. Henderson added that just because crews beat Mother Nature this time around, that doesn’t mean the city will be getting complacent, as there is still some time before all of the snow still blanketing the Northern Rockies is completely melted.
The Calgary-based company says its results were enhanced by operating performance, optimization of deliveries on existing pipelines, synergies from the Spectra Energy acquisition and $7 billion of projects brought into service in 2018.It says its $9-billion Line 3 export pipeline replacement project is expected to be in service before the end of 2019, as it is nearing completion on the Canadian side of the border and has moved into the permitting phase in Minnesota.Enbridge has a $16-billion inventory of projects which are scheduled to come into service between 2019 and 2023. CALGARY, A.B. – Enbridge Inc. says full oil and gas pipelines and the addition of new services led to fourth-quarter earnings that beat analyst expectations.Canada’s largest pipeline operator says adjusted net income was $1.17 billion or 65 cents per share in the last three months of 2018, beating analyst estimates of $1.12 billion or 62 cents per share as noted by Thomson Reuters Eikon.A year ago, Enbridge reported adjusted earnings of $1.01 billion or 61 cents per share for the fourth quarter of 2017.
Romanian mobile operator Cosmote has partnered with MTV to offer a premium youth-focused entertainment offering to prepaid mobile customers. The Cartela MTV Mobile powered by Cosmote package will give free access to MTV’s Under The Thumb iOS and Android app, which offers more than 300 hours of video content from MTV’s top shows.“We know that today’s millennial generation is ‘always on’, works to its own schedule and watches TV in its own way. MTV fans are connected and driven by social media recommendations and the mobile phone is the device of choice for on-the-go connectivity,” said Bartosz Witak, vice president and general manager, CEE & Israel, Viacom International Media Networks.Cartela MTV Mobile will be activated and given free of charge when prepaid Cosmote customers buy a minimum €5 of mobile top-up.
European channel group SPI International has acquired programming from NBCUniversal, while preparing for the launch of its first 4K network.The NBCU deal gives it close to 100 first-run film titles in the Czech Republic and Slovakia including Fast and Furious 6, Despicable Me 2 and 47 Ronin and run on the FilmBox Premium channel.Meanwhile, the Ulta HD channel will be called 4K FunBox UHD. Acquisitions for the channel are being sought an finalised here in Cannes at MIPTV, and SPI has already secured more than 200 hours of content for it.“Our new Ultra HD library will initially offer very diverse content such as visually stunning nature documentaries, breath taking videos of San Francisco skyline and eye-popping CG animations,” said Berk Uziyel, executive director of FilmBox International, an SPI subsidiary.
Netflix has launched a mobile-only subscription plan in India. The plan will cost RS199 (€2.59) per month, is restricted to a single mobile device and limited to 480p. Last week, Netflix announced during its Q2 results that it would launch this plan in the country during Q3 2019. However, the company has decided to launch the plan right away. Ajay Arora, Director of product innovation at Netflix said: “Our members in India watch more on their mobiles than members anywhere else in the world- and they love to download our shows and films. We believe this new plan will make Netflix even more accessible and better suit people who like to watch on their smartphones and tablets – both on the go and at home.”There is no suggestion that this type of plan will be rolled out elsewhere around the world, but with subscriber growth stalling, the company might decide to expand it. While Netflix is still the market leader, the company failed to reach its subscriber target and actually lost subscribers in the US. Following that announcement, shareholder Johan Wallerstein launched a class action lawsuit against Netflix, its cofounder, CEO, and chairman Reed Hastings, and its chief financial officer Spencer Neumann. Wallerstein claims that the company made “materially false and/or misleading” statements in the build up to the earnings call.