{ "PageName":"Premio Blog - Industrial and Embedded Computing - Edge to Cloud","PageType":4,"Collections":[], "Tags":[{"Title":"10GbE","Url":""},{"Title":"4g","Url":""},{"Title":"Agriculture 4.0","Url":""},{"Title":"Application Solution","Url":""},{"Title":"article/4-ways-industrial-gpu-embedded-systems-can-benefit-edge-computing","Url":""},{"Title":"article/5-must-have-hardware-requirements-for-rugged-edge-computing-infographic","Url":""},{"Title":"article/embedded-gpu-for-airport-facial-recognition-technology","Url":""},{"Title":"article/fanless-computing-designs-and-how-it-works","Url":""},{"Title":"article/fanless-mini-computers-provide-reliability-in-kiosks","Url":""},{"Title":"Article/fanless-mini-pc-for-micro-markets","Url":""},{"Title":"article/five-useful-video-analytics-applications-for-iot-surveillance","Url":""},{"Title":"Article/industrial-computer-io-ports","Url":""},{"Title":"article/industrial-gpu-computer-increases-metrology-speeds","Url":""},{"Title":"article/industrial-panel-pcs-and-touch-monitors-for-hmi-automation","Url":""},{"Title":"article/industrial-pc-for-machine-vision-automation-inspection","Url":""},{"Title":"article/inference-analysis-for-rugged-edge-computing","Url":""},{"Title":"Article/iot-expands-its-reach-and-intelligence-with-rugged-edge-computing","Url":""},{"Title":"article/perfecting-quality-control-and-metrology-podcast","Url":""},{"Title":"article/premios-patented-multi-mode-display-module-technology-delivers-reliability-scalability-to-factory-automation","Url":""},{"Title":"Article/six-ways-bluetooth-is-shaping-industry-4-0","Url":""},{"Title":"Article/top-5-embedded-computing-design-requirements","Url":""},{"Title":"article/tpm-2-0-securing-iot-deployments-at-the-edge","Url":""},{"Title":"article/what-is-a-rugged-nvr-computer-and-why-is-it-valuable-for-edge-surveillance","Url":""},{"Title":"Article/what-is-an-embedded-computer","Url":""},{"Title":"article/what-is-an-industrial-computer","Url":""},{"Title":"Article/what-is-rugged-edge-computing","Url":""},{"Title":"article/workload-consolidation-embedded-computing-at-iot-edge","Url":""},{"Title":"azure","Url":""},{"Title":"azure-iot","Url":""},{"Title":"bluetooth","Url":""},{"Title":"Case Study","Url":""},{"Title":"cellular","Url":""},{"Title":"critical infrastructure","Url":""},{"Title":"data privacy","Url":""},{"Title":"data security","Url":""},{"Title":"Edge Computer","Url":""},{"Title":"Edge Inference","Url":""},{"Title":"edgecompute","Url":""},{"Title":"Embedded","Url":""},{"Title":"Ethernet","Url":""},{"Title":"facial-reg","Url":""},{"Title":"Fanless","Url":""},{"Title":"fanless mini pc","Url":""},{"Title":"GDPR","Url":""},{"Title":"hardware security","Url":""},{"Title":"HIPAA","Url":""},{"Title":"IIoT","Url":""},{"Title":"In-Vehicle Computer","Url":""},{"Title":"industrial automation","Url":""},{"Title":"Industrial Computer","Url":""},{"Title":"Industrial GPU Computer","Url":""},{"Title":"industrial pc","Url":""},{"Title":"Industry 4.0","Url":""},{"Title":"inference analytics","Url":""},{"Title":"Insights","Url":""},{"Title":"IoT","Url":""},{"Title":"IoT security","Url":""},{"Title":"ip66","Url":""},{"Title":"ip69k","Url":""},{"Title":"kiosk machine","Url":""},{"Title":"Machine Vision","Url":""},{"Title":"mining","Url":""},{"Title":"Motherboard","Url":""},{"Title":"Network","Url":""},{"Title":"Podcast","Url":""},{"Title":"premio","Url":""},{"Title":"Press Release","Url":""},{"Title":"RCO","Url":""},{"Title":"robotics","Url":""},{"Title":"Rugged Edge Computer","Url":""},{"Title":"rugged NVR computer","Url":""},{"Title":"Server-Resources","Url":""},{"Title":"Servers","Url":""},{"Title":"SIO","Url":""},{"Title":"smartagriculture","Url":""},{"Title":"stainless steel","Url":""},{"Title":"Storage","Url":""},{"Title":"surveillance","Url":""},{"Title":"Touch-Panel","Url":""},{"Title":"TPM","Url":""},{"Title":"TPM 2.0","Url":""},{"Title":"Tradeshow","Url":""},{"Title":"trusted platform module","Url":""},{"Title":"VCO","Url":""},{"Title":"video analytics","Url":""},{"Title":"video surveillance","Url":""},{"Title":"vio-100","Url":""},{"Title":"vio-200","Url":""},{"Title":"washdown touchscreen computer","Url":""},{"Title":"Waterproof Computer","Url":""},{"Title":"waterproof touchscreen computer","Url":""},{"Title":"Wi-Fi","Url":""},{"Title":"WIO","Url":""},],"Menus":[ {"MenuName":"Main menu","Menus":[ {"MenuName":"Products","Url":"https://premioinc.com/products","Menus":[ {"MenuName":"Server Storage","Url":"/pages/server-and-storage-solutions","Menus":[ {"MenuName":"Flash Storage Server with Intel XEON SP","Url":"/collections/flachestreams-intel-xeon-scalable-processor","Menus":[ ]}, {"MenuName":"Multi Node Servers with Intel SP","Url":"/collections/durastreams-intel-xeon-scalable-processor","Menus":[ ]}, {"MenuName":"OmniStreams: Intel® Xeon® Scalable Processor","Url":"/collections/omnistreams-intel-xeon-scalable-processor","Menus":[ ]}, {"MenuName":"High Density Servers with Intel Xeon SP","Url":"/collections/scalestreams-intel-xeon-scalable-processor","Menus":[ ]}, {"MenuName":"FlacheStreams Products: AMD EPYC Processor","Url":"/collections/flachestreams-products-amd-epyc-processor","Menus":[ ]}, {"MenuName":"Multi Node Servers with AMD EPYC","Url":"/collections/durastreams-products-amd-epyc-processor","Menus":[ ]}, {"MenuName":"ScaleStreams Products: AMD EPYC Processor","Url":"/collections/scalestreams-products-amd-epyc-processor","Menus":[ ]}, {"MenuName":"ScaleStreams Products: JBODs","Url":"/collections/scalestreams-products-jbods","Menus":[ ]}, {"MenuName":"DuraStreams Products: JBODs","Url":"/collections/durastreams-products-jbods","Menus":[ ]}, {"MenuName":"SERVER STORAGE with INTEL® XEON® SCALABLE PROCESSORS","Url":"/pages/server-intel-xeon-scalable-processor","Menus":[ ]}, {"MenuName":"Server Storage with AMD EPYC Processor","Url":"/pages/server-storage-with-amd-epyc-processor","Menus":[ ]}, {"MenuName":"GridStreams: High Performance Computing GPU Servers","Url":"/collections/gridstreams-high-performance-computing-servers","Menus":[ {"MenuName":"GS206G-UN","Url":"/products/gridstreams-gs206g-un-2u-amd-epyc-server-with-6-gpus-and-6-nvme-2200w-hrp","Menus":[ ]}, ]}, {"MenuName":"Just A Bunch Of Disk","Url":"/collections/just-a-bunch-of-disks","Menus":[ ]}, {"MenuName":"2nd Gen AMD EPYC Processors","Url":"/pages/2nd-gen-amd-epyc-processors","Menus":[ ]}, ]}, {"MenuName":"Embedded Computer","Url":"/pages/embedded-computer","Menus":[ {"MenuName":"Industrial Computer","Url":"/pages/industrial-computer","Menus":[ {"MenuName":"RCO-1000 Series","Url":"/pages/rco-1000-series-fanless-system","Menus":[ {"MenuName":"RCO-1000","Url":"/products/rco-1000","Menus":[]}, {"MenuName":"RCO-1010","Url":"/products/rco-1010","Menus":[]}, {"MenuName":"RCO-1010A","Url":"/products/rco-1010a","Menus":[]}, {"MenuName":"RCO-1010B","Url":"/products/rco-1010b","Menus":[]}, {"MenuName":"RCO-1020C","Url":"/products/rco-1020c","Menus":[]}, {"MenuName":"RCO-1020D","Url":"/products/rco-1020d","Menus":[]}, {"MenuName":"RCO-1030","Url":"/products/rco-1030","Menus":[]}, ]}, {"MenuName":"RCO-3000 Industrial Computer","Url":"/pages/rco-3000-fanless-series-system","Menus":[ {"MenuName":"RCO-3000","Url":"/products/rco-3000","Menus":[]}, {"MenuName":"RCO-3011E","Url":"/products/rco-3011e","Menus":[]}, {"MenuName":"RCO-3011P","Url":"/products/rco-3011p","Menus":[]}, {"MenuName":"RCO-3022EE","Url":"/products/rco-3022ee","Menus":[]}, {"MenuName":"RCO-3022PP","Url":"/products/rco-3022pp","Menus":[]}, ]}, {"MenuName":"RCO-3600","Url":"/products/rco-3600","Menus":[ ]}, {"MenuName":"RCO-6000 Industrial Computer","Url":"/pages/rco-6000-series-fanless-pc","Menus":[ {"MenuName":"RCO-6000","Url":"/products/rco-6000","Menus":[]}, {"MenuName":"RCO-6011","Url":"/products/rco-6011","Menus":[]}, {"MenuName":"RCO-6022","Url":"/products/rco-6022","Menus":[]}, ]}, {"MenuName":"RCO-6100 Series Industrial Computer","Url":"/pages/rco-6100-series-industrial-computer","Menus":[ {"MenuName":"RCO-6100 Industrial Computer","Url":"/products/rco-6100","Menus":[]}, {"MenuName":"RCO-6111 Industrial Computer","Url":"/products/rco-6111","Menus":[]}, {"MenuName":"RCO-6122 Industrial Computer","Url":"/products/rco-6122","Menus":[]}, ]}, ]}, {"MenuName":"Machine Vision Computer","Url":"/pages/machine-vision-computer","Menus":[ {"MenuName":"VCO-3100 Series Machine Vision Computer","Url":"/pages/vco-3100-series-machine-vision-system","Menus":[ {"MenuName":"VCO-3100","Url":"/products/vco-3100","Menus":[]}, {"MenuName":"VCO-3111","Url":"/products/vco-3111","Menus":[]}, {"MenuName":"VCO-3122","Url":"/products/vco-3122","Menus":[]}, {"MenuName":"VCO-3133","Url":"/products/vco-3133","Menus":[]}, {"MenuName":"VCO-3144","Url":"/products/vco-3144","Menus":[]}, ]}, {"MenuName":"VCO-6000 Series Machine Vision Computer","Url":"/pages/vco-6000-series-machine-vision-system","Menus":[ {"MenuName":"VCO-6000","Url":"/products/vco-6000","Menus":[]}, {"MenuName":"VCO-6011","Url":"/products/vco-6011","Menus":[]}, {"MenuName":"VCO-6022","Url":"/products/vco-6022","Menus":[]}, {"MenuName":"VCO-6033","Url":"/products/vco-6033","Menus":[]}, {"MenuName":"VCO-6044","Url":"/products/vco-6044","Menus":[]}, {"MenuName":"VCO-6055","Url":"/products/vco-6055","Menus":[]}, ]}, {"MenuName":"VCO-3400 Compact Performance","Url":"/pages/vco-3400","Menus":[ {"MenuName":"VCO-3400","Url":"/products/vco-3400","Menus":[]}, {"MenuName":"VCO-3411","Url":"/products/vco-3411","Menus":[]}, {"MenuName":"VCO-3422","Url":"/products/vco-3422","Menus":[]}, {"MenuName":"VCO-3433","Url":"/products/vco-3433","Menus":[]}, {"MenuName":"VCO-3444","Url":"/products/vco-3444","Menus":[]}, ]}, {"MenuName":"VCO-6100 Series Machine Vision Computer","Url":"/pages/vco-6100-series-machine-vision-computer","Menus":[ {"MenuName":"VCO-6111 Machine Vision Computer","Url":"/products/vco-6111","Menus":[]}, {"MenuName":"VCO-6122 Machine Vision Computer","Url":"/products/vco-6122","Menus":[]}, {"MenuName":"VCO-6133 Machine Vision Computer","Url":"/products/vco-6133","Menus":[]}, {"MenuName":"VCO-6144 Machine Vision Computer","Url":"/products/vco-6144","Menus":[]}, {"MenuName":"VCO-6155 Machine Vision Computer","Url":"/products/vco-6155","Menus":[]}, ]}, ]}, {"MenuName":"Fanless Mini Computer","Url":"/pages/bco-1000-series-fanless-mini-pc","Menus":[ {"MenuName":"BCO-1000","Url":"/products/bco-1000","Menus":[ ]}, {"MenuName":"BCO-1010","Url":"/products/bco-1010","Menus":[ ]}, {"MenuName":"BCO-1010A","Url":"/products/bco-1010a","Menus":[ ]}, {"MenuName":"BCO-1010B","Url":"/products/bco-1010b","Menus":[ ]}, {"MenuName":"BCO-1020C","Url":"/products/bco-1020c","Menus":[ ]}, {"MenuName":"BCO-1020D","Url":"/products/bco-1020d","Menus":[ ]}, {"MenuName":"BCO-1030","Url":"/products/bco-1030","Menus":[ ]}, ]}, {"MenuName":"Single Board Computers","Url":"/pages/industrial-motherboards","Menus":[ {"MenuName":"CT-MCL01","Url":"/products/ct-mcl01","Menus":[ ]}, {"MenuName":"CT-DBT0x","Url":"/products/ct-dbt0x","Menus":[ ]}, {"MenuName":"CT-MSL01","Url":"/products/ct-msl01","Menus":[ ]}, {"MenuName":"CT-PBT","Url":"/products/ct-pbt","Menus":[ ]}, {"MenuName":"CT-XSL01","Url":"/products/ct-xsl01","Menus":[ ]}, ]}, ]}, {"MenuName":"Industrial Touch Display","Url":"/pages/industrial-touch-display","Menus":[ {"MenuName":"POE (POWER OVER ETHERNET) DIGITAL SIGNAGE","Url":"/collections/poe-power-over-ethernet-digital-signage","Menus":[ ]}, {"MenuName":"ZERO BEZEL P-CAP TOUCH MONITOR","Url":"/collections/zero-bezel-p-cap-touch-monitor","Menus":[ ]}, {"MenuName":"Industrial Closed Frame Displays","Url":"/collections/industrial-closed-frame-displays","Menus":[ ]}, {"MenuName":"Industrial Open Frame Displays","Url":"/collections/industrial-open-frame-displays","Menus":[ ]}, {"MenuName":"INDUSTRIAL LCD DISPLAY KIT","Url":"/collections/industrial-lcd-display-kit","Menus":[ ]}, {"MenuName":"VIO 100 Series Touch Panel PCs and Monitors","Url":"/pages/standard-bezel-touch-panel-pc","Menus":[ {"MenuName":"VIO-110-PC400","Url":"/products/vio-110-pc400","Menus":[ ]}, {"MenuName":"VIO-112-PC400","Url":"/products/vio-112-pc400","Menus":[ ]}, {"MenuName":"VIO-115-PC400","Url":"/products/vio-115-pc400","Menus":[ ]}, {"MenuName":"VIO-117-PC400","Url":"/products/vio-117-pc400","Menus":[ ]}, {"MenuName":"VIO-119-PC400","Url":"/products/vio-119-pc400","Menus":[ ]}, {"MenuName":"VIO-W115-PC400","Url":"/products/vio-w115-pc400","Menus":[ ]}, {"MenuName":"VIO-W121-PC400","Url":"/products/vio-w121-pc400","Menus":[ ]}, {"MenuName":"VIO-110-PC300","Url":"/products/vio-110-pc300","Menus":[ ]}, {"MenuName":"VIO-112-PC300","Url":"/products/vio-112-pc300","Menus":[ ]}, {"MenuName":"VIO-115-PC300","Url":"/products/vio-115-pc300","Menus":[ ]}, {"MenuName":"VIO-117-PC300","Url":"/products/vio-117-pc300","Menus":[ ]}, {"MenuName":"VIO-119-PC300","Url":"/products/vio-119-pc300","Menus":[ ]}, {"MenuName":"VIO-W115-PC300","Url":"/products/vio-w115-pc300","Menus":[ ]}, {"MenuName":"VIO-W121-PC300","Url":"/products/vio-w121-pc300","Menus":[ ]}, {"MenuName":"VIO-110-PC100","Url":"/products/vio-110-pc100","Menus":[ ]}, {"MenuName":"VIO-112-PC100","Url":"/products/vio-112-pc100","Menus":[ ]}, {"MenuName":"VIO-115-PC100","Url":"/products/vio-115-pc100","Menus":[ ]}, {"MenuName":"VIO-117-PC100","Url":"/products/vio-117-pc100","Menus":[ ]}, {"MenuName":"VIO-119-PC100","Url":"/products/vio-119-pc100","Menus":[ ]}, {"MenuName":"VIO-W115-PC100","Url":"/products/vio-w115-pc100","Menus":[ ]}, {"MenuName":"VIO-W121-PC100","Url":"/products/vio-w121-pc100","Menus":[ ]}, {"MenuName":"VIO-110-MX100","Url":"/products/vio-110-mx100","Menus":[ ]}, {"MenuName":"VIO-112-MX100","Url":"/products/vio-112-mx100","Menus":[ ]}, {"MenuName":"VIO-115-MX100","Url":"/products/vio-115-mx100","Menus":[ ]}, {"MenuName":"VIO-117-MX100","Url":"/products/vio-117-mx100","Menus":[ ]}, {"MenuName":"VIO-119-MX100","Url":"/products/vio-119-mx100","Menus":[ ]}, {"MenuName":"VIO-W115-MX100","Url":"/products/vio-w115-mx100","Menus":[ ]}, {"MenuName":"VIO-W121-MX100","Url":"/products/vio-w121-mx100","Menus":[ ]}, ]}, {"MenuName":"Waterproof Stainless Steel Panel PC","Url":"/collections/wio-waterproof-stainless-steel-panel-pc","Menus":[ ]}, {"MenuName":"VIO-200 Series Touch Panel PCs and Monitors","Url":"/pages/thin-bezel-touch-panel-pc","Menus":[ {"MenuName":"VIO-212-PC400","Url":"/products/vio-212-pc400","Menus":[ ]}, {"MenuName":"VIO-215-PC400","Url":"/products/vio-215-pc400","Menus":[ ]}, {"MenuName":"VIO-217-PC400","Url":"/products/vio-217-pc400","Menus":[ ]}, {"MenuName":"VIO-219-PC400","Url":"/products/vio-219-pc400","Menus":[ ]}, {"MenuName":"VIO-W215-PC400","Url":"/products/vio-w215-pc400","Menus":[ ]}, {"MenuName":"VIO-W221-PC400","Url":"/products/vio-w221-pc400","Menus":[ ]}, {"MenuName":"VIO-212-PC300","Url":"/products/vio-212-pc300","Menus":[ ]}, {"MenuName":"VIO-215-PC300","Url":"/products/vio-215-pc300","Menus":[ ]}, {"MenuName":"VIO-217-PC300","Url":"/products/vio-217-pc300","Menus":[ ]}, {"MenuName":"VIO-219-PC300","Url":"/products/vio-219-pc300","Menus":[ ]}, {"MenuName":"VIO-W215-PC300","Url":"/products/vio-w215-pc300","Menus":[ ]}, {"MenuName":"VIO-W221-PC300","Url":"/products/vio-w221-pc300","Menus":[ ]}, {"MenuName":"VIO-212-PC100","Url":"/products/vio-212-pc100","Menus":[ ]}, {"MenuName":"VIO-215-PC100","Url":"/products/vio-215-pc100","Menus":[ ]}, {"MenuName":"VIO-217-PC100","Url":"/products/vio-217-pc100","Menus":[ ]}, {"MenuName":"VIO-219-PC100","Url":"/products/vio-219-pc100","Menus":[ ]}, {"MenuName":"VIO-W215-PC100","Url":"/products/vio-w215-pc100","Menus":[ ]}, {"MenuName":"VIO-W221-PC100","Url":"/products/vio-w221-pc100","Menus":[ ]}, {"MenuName":"VIO-212-MX100","Url":"/products/vio-212-mx100","Menus":[ ]}, {"MenuName":"VIO-215-MX100","Url":"/products/vio-215-mx100","Menus":[ ]}, {"MenuName":"VIO-217-MX100","Url":"/products/vio-217-mx100","Menus":[ ]}, {"MenuName":"VIO-219-MX100","Url":"/products/vio-219-mx100","Menus":[ ]}, {"MenuName":"VIO-W215-MX100","Url":"/products/vio-w215-mx100","Menus":[ ]}, {"MenuName":"VIO-W221-MX100","Url":"/products/vio-w221-mx100","Menus":[ ]}, ]}, {"MenuName":"SIO Series IP66/IP69K Washdown Touchscreen Computer","Url":"/pages/sio-ip66-69k-washdown-touchscreen-computer","Menus":[ {"MenuName":"SIO-W221-J1900 21.5in Stainless Steel Panel PC","Url":"/products/sio-w221-j1900","Menus":[ ]}, {"MenuName":"SIO-W215-J1900 15.6in Stainless Steel Panel PC","Url":"/products/sio-w215-j1900","Menus":[ ]}, {"MenuName":"SIO-215-J1900 15in Stainless Steel Panel PC","Url":"/products/sio-215-j1900","Menus":[ ]}, {"MenuName":"SIO-212-J1900 12.1in Stainless Steel Panel PC","Url":"/products/sio-212-j1900","Menus":[ ]}, ]}, {"MenuName":"WIO IP66 Waterproof Touchscreen Computer","Url":"/pages/wio-ip66-waterproof-touchscreen-computer","Menus":[ {"MenuName":"WIO-W221C 21.5in 16:9 IP66 Industrial Touchscreen Computer","Url":"/products/wio-w221c","Menus":[ ]}, ]}, {"MenuName":"IP65 Modular Panel PC and Monitor","Url":"/pages/ip65-modular-panel-pc-and-monitor","Menus":[ {"MenuName":"VIO-212-PC400 12.1in 4:3 IP65 Industrial Touchscreen Computer","Url":"/products/vio-212-pc400","Menus":[ ]}, ]}, ]}, {"MenuName":"Edge Computer","Url":"/pages/edge-computer","Menus":[ {"MenuName":"In-Vehicle Fanless Computer","Url":"/pages/in-vehicle-fanless-computer","Menus":[ {"MenuName":"ACO-3000 ","Url":"/pages/aco-3000-series-in-vehicle-fanless-computer","Menus":[ {"MenuName":"ACO-3000","Url":"/products/aco-3000","Menus":[]}, {"MenuName":"ACO-3011E","Url":"/products/aco-3011e","Menus":[]}, {"MenuName":"ACO-3011P","Url":"/products/aco-3011p","Menus":[]}, {"MenuName":"ACO-3022EE","Url":"/products/aco-3022ee","Menus":[]}, {"MenuName":"ACO-3022PP","Url":"/products/aco-3022pp","Menus":[]}, ]}, {"MenuName":"ACO-6000","Url":"/pages/aco-6000-series-in-vehicle-fanless-computer","Menus":[ {"MenuName":"ACO-6000","Url":"/products/aco-6000","Menus":[]}, {"MenuName":"ACO-6010-16X","Url":"/products/aco-6010-16l","Menus":[]}, {"MenuName":"ACO-6010-16X-M12","Url":"/products/aco-6010-16l-m12","Menus":[]}, {"MenuName":"ACO-6011","Url":"/products/aco-6011","Menus":[]}, ]}, ]}, {"MenuName":"Rugged Edge Computer","Url":"/pages/rugged-edge-computer","Menus":[ {"MenuName":"RCO-3200","Url":"/pages/rco-3200","Menus":[ {"MenuName":"RCO-3200","Url":"/products/rco-3200","Menus":[]}, {"MenuName":"RCO-3211","Url":"/products/rco-3211","Menus":[]}, {"MenuName":"RCO-3222","Url":"/products/rco-3222","Menus":[]}, ]}, {"MenuName":"RCO-3400","Url":"/pages/rco-3400","Menus":[ {"MenuName":"RCO-3400","Url":"/products/rco-3400","Menus":[]}, {"MenuName":"RCO-3411","Url":"/products/rco-3411","Menus":[]}, {"MenuName":"RCO-3422","Url":"/products/rco-3422","Menus":[]}, ]}, {"MenuName":"RCO-1010G","Url":"/products/rco-1010g","Menus":[ ]}, {"MenuName":"RCO-1030G-2P","Url":"/products/rco-1030g-2p","Menus":[ ]}, ]}, {"MenuName":"Industrial GPU Computer","Url":"/pages/industrial-gpu-computer","Menus":[ {"MenuName":"RCO-6020-1050TI","Url":"/products/rco-6020-1050ti","Menus":[ ]}, {"MenuName":"VCO-6020-1050TI","Url":"/products/vco-6020-1050ti","Menus":[ ]}, {"MenuName":"VCO-6022C-2PWR","Url":"/products/vco-6022c-2pwr","Menus":[ ]}, {"MenuName":"VCO-6033E-2PWR","Url":"/products/vco-6033e-2pwr","Menus":[ ]}, ]}, {"MenuName":"WCO Series Waterproof Computer","Url":"/pages/wco-series-waterproof-systems","Menus":[ {"MenuName":"WCO-3200","Url":"/products/wco-3200","Menus":[ ]}, {"MenuName":"WCO-3400","Url":"/products/wco-3400","Menus":[ ]}, ]}, {"MenuName":"AI Edge Inference Computer","Url":"/pages/ai-edge-inference-computer","Menus":[ {"MenuName":"VCO-6131E-4M2 Edge Inference Computer","Url":"/products/vco-6131e-4m2","Menus":[ ]}, ]}, ]}, ]}, {"MenuName":"Solutions","Url":"/pages/services-overview","Menus":[ {"MenuName":"Customer Advocate","Url":"/pages/customer-advocate","Menus":[ ]}, {"MenuName":"Flexible Manufacturing","Url":"/pages/flexible-manufacturing","Menus":[ ]}, {"MenuName":"Lifecycle Management","Url":"/pages/lifecycle-management","Menus":[ ]}, {"MenuName":"Product Engineering","Url":"/pages/product-engineering","Menus":[ ]}, {"MenuName":"Quality Assurance","Url":"/pages/quality-assurance","Menus":[ ]}, {"MenuName":"Customer Service","Url":"/pages/customer-service","Menus":[ ]}, ]}, {"MenuName":"News","Url":"/blogs/blog","Menus":[ {"MenuName":"Blog","Url":"/blogs/blog","Menus":[ ]}, {"MenuName":"Press Kits","Url":"/blogs/press-kits","Menus":[ ]}, {"MenuName":"Events","Url":"/blogs/tradeshow-events","Menus":[ ]}, ]}, {"MenuName":"About Us","Url":"/pages/about-us","Menus":[ ]}, {"MenuName":"Support","Url":"/pages/contact-us","Menus":[ {"MenuName":"Contact Us","Url":"/pages/contact-us","Menus":[ ]}, {"MenuName":"Returns / Exchanges / Repairs (RMA)","Url":"/pages/returns-exchanges-and-repairs-rma","Menus":[ ]}, {"MenuName":"Corporate Social Responsibility","Url":"/pages/corporate-social-responsibility","Menus":[ {"MenuName":"Recycling","Url":"/pages/recycling","Menus":[ {"MenuName":"Premio Recycling Request Form","Url":"/pages/premio-recycling-request-form","Menus":[ ]}, {"MenuName":"Thank You For Your Recycling Form Submission","Url":"/pages/thank-you-for-your-recycling-form-submission","Menus":[ ]}, {"MenuName":"Recycling Process","Url":"/pages/recycling-process","Menus":[ ]}, {"MenuName":"Packing Instructions","Url":"/pages/packing-instructions","Menus":[ ]}, ]}, {"MenuName":"Energy Efficiency","Url":"/pages/energy-efficiency","Menus":[ ]}, {"MenuName":"EPEAT","Url":"/pages/epeat","Menus":[ ]}, ]}, {"MenuName":"Certifications","Url":"/pages/certifications","Menus":[ ]}, ]}, ]}]}

 

Mines are well-defined and highly controllable areas, making them ideal testing grounds for the early commercial use of autonomous vehicles and equipment.  Mining vehicles do not encounter unexpected events like impaired drivers or a distracted pedestrian crossing the road.  The insulated mining environment aids the accelerated adoption of full autonomy while the commercial sector continues to train driverless vehicles for more dynamic circumstances.

Artificial intelligence (AI) was quickly embraced by the mining sector to gain new efficiencies amid dwindling resources.  EARTH AI has been using machine learning algorithms to identify patterns of ore distribution based on past discoveries. They are able to highlight ore bodies and map out hard rock with extreme detail to increase their chances of identifying promising mining areas.  Leveraging AI for autonomous driving builds on these operational gains while presenting new levels of safety.  Companies like Caterpillar have led the way to fully autonomous mining vehicles, testing driverless bulldozers and dump trucks across global mining operations. Advanced machine learning and AI are the future for full vehicle autonomy in the mining sector.   

 

Efficiency

Autonomous mining vehicles can operate continuously without the need for breaks or shift changes. These driverless vehicles rely on software, rather than operators, to perform predictable tasks such as positioning drilling equipment and hauling material.  Companies using autonomous vehicles produced by Caterpillar reported a 30 percent improvement in productivity over manned operations.  These autonomous vehicles use machine learning and AI algorithms to inform decision making processes and efficiently.

For example, machine learning in obstacle detection software can convert sensory data streams into usable information within the control system.  It then plans the safest and most efficient pathway around an obstacle.  AI algorithms help companies automate their decision making through a system that selects which type of vehicle they should use for that specific job.  Additionally, 5G technology allows these vehicles to quickly process data through a stable high-speed connection.  This is an integral function in mining operations since excavating sites are often located far from civilization.

 

Maintenance

In the demanding environments of mining operations where temperatures are either extremely high or low, these hulking vehicles need to be able to operate continuously.  With autonomous operations, vehicle maintenance becomes predictable since these machines are programmed to operate in a controlled manner.  Vale has been using AI algorithms to predict vehicular failures, monitor engine health and economize fuel consumption.  The vehicles are already equipped with radar, laser sensors and GPS to avoid obstacles and reduce accidents.  This AI can also analyze data and determine when a system will fail, ensuring repairs are made prior to malfunction and eliminating wasteful downtime.

 

Safety

One inherent obstacle for mining vehicles is that many operate below the surface where GPS is not available.  So, companies like Sandvisk have created an intelligent system guided by lasers that map out and record a path for the autonomous vehicle.  The system uses high dynamic range (HDR) technology to capture detailed image frames.  It functions similarly to the way human eyes gathers information.  This allows vehicles to see around corners and increase the drivers’ perception in darkness through infrared imaging.  The system accurately directs the vehicle through a determined route, monitoring the speed and controlling steering, brake, hauling and dumping. It also decreases the chances of an accident and prevents unnecessary danger to the operator.  Additionally, fully autonomous mining vehicles allow operators to work above ground or from a safer onsite location rather than among dangerous conditions.

 

Lower costs

Predictable maintenance and increased efficiency trims operational costs for mining companies.  The use of machine learning for predictive maintenance reduces the number of overload events that can effectively halt an entire mining operation.

AI for sorting maximizes efficiency and works much quicker than traditional sorting methods. Sorting through worthless dirt and rocks is time-consuming and inefficient.  Therefore, TOMRA employs machine learning and infrared sensors to examine every piece of material moving through equipment and sort based on multiple criteria (color, size, hardness). This efficient separation technology increases overall value of the deposit and reduces energy consumed during processing.

 

Premio: At the Core of Mining Autonomy with Industrial PCs

Premio’s industrial rugged compute solutions provide the building blocks for mining autonomy.  Powerful processing, I/O flexibility and reliable connectivity are encased in durable, purpose-built hardware.

Rugged edge computers carry rich IoT versatility into challenging or treacherous settings.  Strong processing supports advanced mining applications closer to the data sources and subordinate equipment systems.  Fanless, cable-free designs remove chief failure points for hardware dispatched to punishing areas.  Rich I/O options smoothly integrate legacy mining technology as well as leading-edge cyber-physical systems.

Premio’s solutions augmented to support intense GPU processing carry out intricate machine vision applications and advanced inference analysis of voluminous and varied data to make realtime decisions informing autonomous systems and vehicles.

Waterproof touchscreen computers provide intuitive HMI interaction between mine operators and autonomous systems.  The WIO series are reinforced with high-utility stainless steel for lightweight durability and resilience against corrosive and caustic substances.  IP66-rated enclosures prevent aggressive water and dust penetration, while 7H hardness glass resists scratches from sharp objects and grit.

Premio’s rugged edge and embedded compute solutions form the hardware backbone of an autonomous mining system.  From prospecting to ground-breaking to site closure, every process improved by AI decisions and independent responses demands stable, versatile delivery devices.