{"id":15189,"date":"2021-01-12T04:26:33","date_gmt":"2021-01-12T03:26:33","guid":{"rendered":"https:\/\/www.yokogawa.com\/eu\/blog\/renewables\/artificial-intelligence-sushi-sensor\/"},"modified":"2022-10-10T18:17:54","modified_gmt":"2022-10-10T16:17:54","slug":"artificial-intelligence-sushi-sensor","status":"publish","type":"post","link":"https:\/\/www.yokogawa.com\/eu\/blog\/renewables\/en\/artificial-intelligence-sushi-sensor\/","title":{"rendered":"Artificial Intelligence and the Sushi Sensor"},"content":{"rendered":"<h2 class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"59juk-0-0\"><span data-offset-key=\"59juk-0-0\">Artificial intelligence (AI) empowers the Sushi Sensor<\/span><\/h2>\n<div class=\"RichTextEditor__block___2Vs_D RichTextEditor__paragraph___3NTf9\" data-block=\"true\" data-editor=\"2s6db\" data-offset-key=\"cij1f-0-0\">\n<div data-offset-key=\"cij1f-0-0\"><\/div>\n<p class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"cij1f-0-0\"><span data-offset-key=\"cij1f-0-0\">You might have heard a lot about Artificial Intelligence (AI). How does artificial intelligence look like in practice? Is your plant industry 4.0 ready? Based on IIoT and wide-area low-power networks (LPWA), we extended our Sushi Sensor product range within the OpreX\u2122 family. The <a href=\"https:\/\/www.yokogawa.com\/solutions\/products-platforms\/oprex\/oprex-transformation\/oprex-asset-management-and-integrity\/sushi-sensor\/wireless-vibration-sushisensor\/\" target=\"_blank\" rel=\"noopener noreferrer\">Sushi Sensor\u00a0 XS770A<\/a> is a wireless temperature and vibration sensor that takes advantage of the LoRaWAN connection. LoRaWan is a young but very promising wireless technology. It was released in 2015, and it already has worldwide coverage and important partners.<\/span><\/p>\n<p data-offset-key=\"cij1f-0-0\"><iframe src=\"https:\/\/www.youtube-nocookie.com\/embed\/Cuk8rYjoor0\" width=\"560\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<\/div>\n<h2 class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"9cfc6-0-0\"><span data-offset-key=\"9cfc6-0-0\">Advantages of Sushi Sensor<\/span><\/h2>\n<div class=\"RichTextEditor__block___2Vs_D RichTextEditor__paragraph___3NTf9\" data-block=\"true\" data-editor=\"2s6db\" data-offset-key=\"4hd5t-0-0\">\n<div data-offset-key=\"4hd5t-0-0\"><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"4hd5t-0-0\">\n<figure id=\"attachment_4922\" aria-describedby=\"caption-attachment-4922\" style=\"width: 200px\" class=\"wp-caption alignright\"><img decoding=\"async\" class=\"size-full wp-image-4922\" src=\"https:\/\/www.yokogawa.com\/eu\/blog\/app\/uploads\/sites\/10\/2022\/09\/Sushi-sensor-single.jpg\" alt=\"Artificial Intelligence Sushi Sensor\" width=\"200\" height=\"300\" \/><figcaption id=\"caption-attachment-4922\" class=\"wp-caption-text\">Sushi Sensor<\/figcaption><\/figure>\n<p><span data-offset-key=\"4hd5t-0-0\">This device, in addition to allowing the coverage of large areas, can be easily placed wherever it is needed.\u00a0 Thanks to the double possibility of hooking: by screw fixing or magnetic attachment. Why you should make use of this solution is easy to tell.\u00a0 It guarantees a considerable saving in the monitoring of the plants.\u00a0 It is carrying out an automatic control activity of the devices (such as pumps, motors, &#8230;) which would otherwise be managed by specialized operators through periodic checks. The manual work by operators is much more expensive in terms of costs, resources, and time. Of course, it is also more prone to incidents as most incidents are caused by human errors.<\/span><\/p>\n<\/div>\n<\/div>\n<div class=\"RichTextEditor__block___2Vs_D RichTextEditor__paragraph___3NTf9\" data-block=\"true\" data-editor=\"2s6db\" data-offset-key=\"32jbq-0-0\">\n<div data-offset-key=\"32jbq-0-0\"><\/div>\n<p class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"32jbq-0-0\"><strong>Other benefits of this solution are<\/strong><\/p>\n<\/div>\n<ul class=\"public-DraftStyleDefault-ul\" data-offset-key=\"3j038-0-0\">\n<li class=\"RichTextEditor__block___2Vs_D public-DraftStyleDefault-unorderedListItem public-DraftStyleDefault-reset public-DraftStyleDefault-depth0 public-DraftStyleDefault-listLTR\" data-block=\"true\" data-editor=\"2s6db\" data-offset-key=\"3j038-0-0\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"3j038-0-0\"><span data-offset-key=\"3j038-0-0\">the remarkable environmental resistance (IP66 \/ 67, explosion-proof)<\/span><\/div>\n<\/li>\n<li class=\"RichTextEditor__block___2Vs_D public-DraftStyleDefault-unorderedListItem public-DraftStyleDefault-depth0 public-DraftStyleDefault-listLTR\" data-block=\"true\" data-editor=\"2s6db\" data-offset-key=\"b68lf-0-0\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"b68lf-0-0\"><span data-offset-key=\"b68lf-0-0\">the long-lasting interchangeable batteries (up to 4 years with one scan per hour)<\/span><\/div>\n<\/li>\n<li class=\"RichTextEditor__block___2Vs_D public-DraftStyleDefault-unorderedListItem public-DraftStyleDefault-depth0 public-DraftStyleDefault-listLTR\" data-block=\"true\" data-editor=\"2s6db\" data-offset-key=\"6brov-0-0\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"6brov-0-0\"><span data-offset-key=\"6brov-0-0\">the ease of programming via Android application that uses technology NFC<\/span><\/div>\n<\/li>\n<li class=\"RichTextEditor__block___2Vs_D public-DraftStyleDefault-unorderedListItem public-DraftStyleDefault-depth0 public-DraftStyleDefault-listLTR\" data-block=\"true\" data-editor=\"2s6db\" data-offset-key=\"2d599-0-0\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"2d599-0-0\"><span data-offset-key=\"2d599-0-0\">the extended working temperature range, from -20 to 85 \u00b0 C.<\/span><\/div>\n<\/li>\n<\/ul>\n<p>Just think of the harsh and potentially hazardous areas of oil and gas platforms. Shouldn&#8217;t you try to keep the safety risks as low as possible?<\/p>\n<div class=\"RichTextEditor__block___2Vs_D RichTextEditor__paragraph___3NTf9\" data-block=\"true\" data-editor=\"2s6db\" data-offset-key=\"443f-0-0\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"443f-0-0\"><span data-offset-key=\"443f-0-0\">Excursus: What exactly is Artificial Intelligence?<br \/>\nArtificial Intelligence was developed with the goal to replicate the cognitive aspects of the human brain. Smart machines shall conduct tasks that would normally need human intelligence. Because the intelligence of a machine is artificial and not human, we here speak of Artificial Intelligence (AI). But what makes a machine intelligent? Creating an artificial neural network is one solution. Based on highly accurate data-driven intelligence, it enables automated decision making together with self-learning abilities. The key to success is to empower machines like computers and robots with intelligence. Based on perceiving a model of example inputs, the machines are able to learn from deducing patterns from raw data. You can solve complex or ill-defined problems by using the perception that the machines developed from training. The technologies behind AI are Machine Learning (ML) and Deep Learning (DL). <\/span><\/div>\n<\/div>\n<h2 class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"fj5tv-0-0\"><span data-offset-key=\"fj5tv-0-0\">Artificial Intelligence (AI) functions<\/span><\/h2>\n<div class=\"RichTextEditor__block___2Vs_D RichTextEditor__paragraph___3NTf9\" data-block=\"true\" data-editor=\"2s6db\" data-offset-key=\"9f08u-0-0\">\n<div data-offset-key=\"9f08u-0-0\"><\/div>\n<p class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"9f08u-0-0\"><span data-offset-key=\"9f08u-0-0\">But the real revolution comes with the introduction of Artificial Intelligence (AI) functions: We have released some interesting updates that bring us to the era of predictive maintenance. The new functions allow to automatically analyze the data coming from the Sushi Sensor. <\/span><\/p>\n<p class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"9f08u-0-0\"><span data-offset-key=\"9f08u-0-0\">With these data, you are able to foresee anomalies of the systems in a predictive way. Yokogawa has already verified the goodness of his sensor inside a chemical plant, installing the device on pumps and monitoring them for 6 months. The analysis made it possible to detect anomalous behavior due to the breaking of the bearing balls. The introduction of artificial intelligence allows us to take another step forward: to be able to detect, thanks to sophisticated machine learning algorithms, the anomaly in advance, as soon as first symptoms appear. This is giving even more time for our customers for planning the management of the problem (Fig.1).<\/span><\/p>\n<\/div>\n<div data-offset-key=\"9f08u-0-0\"><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"tno8-0-0\">\n<figure id=\"attachment_6650\" aria-describedby=\"caption-attachment-6650\" style=\"width: 564px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-6650\" src=\"https:\/\/www.yokogawa.com\/eu\/blog\/app\/uploads\/sites\/10\/2022\/09\/artificial-intelligence-figure-1.jpg\" alt=\"Artificial intelligence and Sushi Sensor Figure 1\" width=\"564\" height=\"337\" \/><figcaption id=\"caption-attachment-6650\" class=\"wp-caption-text\">Fig. 1<br \/>The anomaly detected by the Sushi Sensor during its installation in a chemical plant is marked in red, while what is achievable through predictive maintenance based on AI is outlined in blue.<\/figcaption><\/figure>\n<h2><\/h2>\n<\/div>\n<h2 data-offset-key=\"tno8-0-0\"><\/h2>\n<h2 class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"tno8-0-0\"><span data-offset-key=\"tno8-0-0\">Increase in productivity<\/span><\/h2>\n<div class=\"RichTextEditor__block___2Vs_D RichTextEditor__paragraph___3NTf9\" data-block=\"true\" data-editor=\"2s6db\" data-offset-key=\"35gft-0-0\">\n<div data-offset-key=\"35gft-0-0\"><\/div>\n<p class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"35gft-0-0\"><strong>These interesting features that allow a significant increase in productivity include:<\/strong><\/p>\n<\/div>\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"5t2u8-0-0\"><span data-offset-key=\"5t2u8-0-0\">The &#8220;Future Pen&#8221; function for SMARTDAC + GX \/ GP data acquisition systems, which allows you to predict the progress of the data based on the historical acquired data<\/span><\/li>\n<\/ul>\n<figure id=\"attachment_6661\" aria-describedby=\"caption-attachment-6661\" style=\"width: 435px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-6661\" src=\"https:\/\/www.yokogawa.com\/eu\/blog\/app\/uploads\/sites\/10\/2022\/09\/Artificial-Intelligence-Future-Pen.jpg\" alt=\"Artificial intelligence Future pen\" width=\"435\" height=\"272\" \/><figcaption id=\"caption-attachment-6661\" class=\"wp-caption-text\">Fig a) &#8220;Future Pen&#8221; function for SMARTDAC + GX \/ GP data acquisition systems<\/figcaption><\/figure>\n<ul>\n<li>Anomaly detection and analysis with artificial intelligence functions for the GA10 software, which now also has a special option for Sushi Sensor<sup>\u00a0<\/sup><\/li>\n<\/ul>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"fnkk1-0-0\">\n<figure id=\"attachment_6666\" aria-describedby=\"caption-attachment-6666\" style=\"width: 476px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-6666\" src=\"https:\/\/www.yokogawa.com\/eu\/blog\/app\/uploads\/sites\/10\/2022\/09\/Artificial-intelligence-anomaly-detection.jpg\" alt=\"Artificial intelligence-anomaly detection\" width=\"476\" height=\"285\" \/><figcaption id=\"caption-attachment-6666\" class=\"wp-caption-text\">b) Anomaly detection<\/figcaption><\/figure>\n<\/div>\n<ul>\n<li><span data-offset-key=\"fnkk1-0-0\">Python language support for the e-RT3 industrial platform, an indispensable tool for the development of solutions based on artificial intelligence. E-RT3 is a &#8220;fan-less&#8221; solution which, thanks to its high number of I \/ O, ensures maximum scalability and flexibility.<\/span><\/li>\n<\/ul>\n<div data-offset-key=\"fnkk1-0-0\"><\/div>\n<div class=\"RichTextEditor__block___2Vs_D RichTextEditor__paragraph___3NTf9\" data-block=\"true\" data-editor=\"2s6db\" data-offset-key=\"3dun9-0-0\">\n<figure id=\"attachment_6671\" aria-describedby=\"caption-attachment-6671\" style=\"width: 423px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-6671\" src=\"https:\/\/www.yokogawa.com\/eu\/blog\/app\/uploads\/sites\/10\/2022\/09\/Artificial-intelligence-e-rt3.jpg\" alt=\"Artificial Intelligence E-RT3\" width=\"423\" height=\"166\" \/><figcaption id=\"caption-attachment-6671\" class=\"wp-caption-text\">c) e-RT3<\/figcaption><\/figure>\n<h2 data-offset-key=\"3dun9-0-0\"><\/h2>\n<h2 data-offset-key=\"3dun9-0-0\">More information<\/h2>\n<p class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"3dun9-0-0\"><span data-offset-key=\"3dun9-0-0\">Are you curious and would like to know more? <\/span><span data-offset-key=\"3dun9-0-0\">Please download our <a href=\"https:\/\/contact.yokogawa.com\/cs\/gw?c-id=001069&amp;_ga=2.76754256.432359290.1610356432-1023181590.1590580308\" target=\"_blank\" rel=\"noopener noreferrer\">AI Product Solution Book<\/a> to see the new products. For personal support, please contact your local Yokogawa partner or contact us via the <a href=\"https:\/\/www.yokogawa.com\/it\/contact\/\" target=\"_blank\" rel=\"noopener noreferrer\">contact form<\/a>.\u00a0<\/span><\/p>\n<p data-offset-key=\"3dun9-0-0\"><a href=\"https:\/\/contact.yokogawa.com\/cs\/gw?c-id=001069&amp;_ga=2.76754256.432359290.1610356432-1023181590.1590580308\" target=\"_blank\" rel=\"noopener noreferrer\"><img decoding=\"async\" class=\"aligncenter wp-image-6676 size-full\" src=\"https:\/\/www.yokogawa.com\/eu\/blog\/app\/uploads\/sites\/10\/2022\/09\/Artificial-intelligence-Product-Solution-Book.jpg\" alt=\"\" width=\"250\" height=\"150\" \/><\/a><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Artificial intelligence (AI) empowers the Sushi Sensor You might have heard a lot about Artificial Intelligence (AI). How does artificial intelligence look like in practice? Is your plant industry 4.0 ready? Based on IIoT and wide-area low-power networks (LPWA), we&hellip; <\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/www.yokogawa.com\/eu\/blog\/renewables\/en\/artificial-intelligence-sushi-sensor\/\"> <span class=\"screen-reader-text\">Artificial Intelligence and the Sushi Sensor<\/span> Read More &raquo;<\/a><\/p>\n","protected":false},"author":1,"featured_media":14575,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"","footnotes":""},"categories":[2341],"tags":[],"coauthors":[2426],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.13 (Yoast SEO v20.13) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Artificial Intelligence and the Sushi Sensor - Use of AI for Oil &amp; Gas<\/title>\n<meta name=\"description\" content=\"How does artificial intelligence look like in practice? 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