ENERGY EFFICIENCY OF MIMO COOPERATIVE NETWORKS WITH ENERGY HARVESTING SENSOR NODES
Latest Developments in Sensor-Based...
Transcript of Latest Developments in Sensor-Based...
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Twitter: @datacenterworld1
Latest Developments in Sensor-Based Tracking
Tim Buckley, rfidCollect LLCAndy Jimenez, Anixter, Inc.
Bruno Riegl, Swiftsure Group LLC
rfidCollect
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Sensor -Based Tracking
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PanelTim Buckley, rfidCollect, LLCAndy Jimenez, Anixter, Inc.Bruno Riegl, Swiftsure Group LLC
Hello!
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The Business Case for SensorsReal- world effectiveness of sensor technology
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Then: “There’s an App for that?”
Now: “There’s a Sensor for that?”
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What types of sensors
◉ Wi-Fi & Bluetooth low-energy (BLE)◉ Passive/active RFID◉ Near Field Communications (NFC)◉ Temperature/humidity/moisture◉ Cellular & mobile applications◉ Real-time locating systems (RTLS)◉ Ultra-wide band (UWB)◉ Barcode technologies◉ GPS-enhanced devices◉ Sensor-enhanced security access
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“The compelling reason for data centers to use sensors is for better visibility into facilities and asset
management.”
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Sensor Facts * - Energy
◉ Data centers consume roughly 3% of all energy used in the United States. ◉ Nearly 50% of data center energy typically goes to non-IT loads, such as
cooling, fans, humidification and lighting. ◉ Reducing operating costs and energy use reduces need to provide additional
power and cooling.◉ Improving the energy performance of data centers supports progress toward
meeting federally mandated greenhouse gas emission-reduction goals.
* from The Office of Energy Efficiency & Renewable Energy
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Sensor Facts * - Energy
◉ Based on a USDA Data Center study using wireless sensors -◉ Energy cost savings can average $30,000 per year.◉ Simple payback is often calculated at 3 years given an initial sensor network
cost of $100,000. ◉ This equates to an attractive 29% ROI. ◉ Data center annual greenhouse gas emissions were reduced by 542 metric
tons of carbon dioxide.
* from The Office of Energy Efficiency & Renewable Energy
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Sensor Facts - Further Savings
◉ Improved visibility into facilities and assets◉ Improved real-time data flow into DCIM, Finance, Accounting, ITSM,
ITAM, Security◉ More streamlined and accurate inventory management◉ Greater compliance with financial and accounting requirements◉ Improved risk mitigation - reduced number of lost/missing IT assets◉ Improved SLA performance through improved ITAM and ITSM
integration, tracking and management of IT assets
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Sensor Facts - Other Savings
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How Industries are Using Sensors2
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Who is using sensors?
Pharmaceuticals
For regulatory compliance, expiration date monitoring, inventory & supply chain management, loss & prevention
Healthcare
Patient tracking, equipment monitoring and inventory, ePHI audits, equipment maintenance, workflow improvements
Food
For first expire first out (FEFO), chain of custody, temperature documentation, loss & prevention, quality assurance
Retail
Customer experience, inventory management and out of stock, loss prevention, reduction in labor and counterfeit items
Manufacturing
Improve product usage, reduce waste, labor utilization, quality control, certification documentation, WIP improvements
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Pharmaceutical Sensors
Distribution of Vaccines and Injectables, Reagents, and Lab Products
Tagging of products Embedded sensors in medical cabinets and storage Real-time location and temperature tracking Auto-reporting and integration into back-end systems Generate inventory reports Automatic reordering Provide first expire first out (FEFO)
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Pharmaceutical SensorsTracking Perishable Products Time Out of Environment (TOE)
Sensors auto-populate certification forms Digitize TOE during processing Replace manual recording of events Provide automatic customer documentation Generate batch records and log forms Eliminate product waste and spoilage Include a RESTful Web service interface Provide real-time visibility
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Healthcare Sensors
Medical Equipment Maintenance & Reporting
Provides end-to-end equipment tracking & monitoring Mitigates risks and manage equipment Helps with Joint Commission (JCAHO) regulatory compliance Supports 24 x 7 physical inventory and equipment verification Uses hospital grade workstations with scanning hardware Stores historical equipment maintenance data in RFID tags
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Food Chain Sensors
Tracking Meat Products Through Processing
Optimizes manufacturing processes Improves bulk raw material dwell and rotation Automates visibility of actual raw material
used in finished products and temperature history
Avoids food safety issues before product ships
Improves efficiency of production operations during line replenishment
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Food Chain Sensors
Tracking Returnable Food Transport Items
Leading food products supplier with 12+ facilities Returnable items loss approximately of $3.5 million
per year Objective to recover at least 50% of RTIs Scan Inbound and Outbound RTIs Initial investment of $100K yielded ROI in first 6
months of $700,000
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Food Chain Sensors
Tracking Delivery Time and Temperature for In-Hospital Patients FDA-approved sensor tags Track accuracy of meal orders and
delivery locations Track meal delivery times for efficiency Verify meals delivered at safe temperature Use cellular or Wi-Fi connectivity Use web console for real-time visibility
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Tracking Combustible Devices in a Harsh Environment
Collect incendiary device data at customer facilities Report data directly into the manufacturer’s ERP
system Improve product usage visibility, reduce waste,
improve labor utilization Provide quality control certification and documentation Establish time calculations for product usage Establish device performance and measurement to
improve quality control
Manufacturing
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When Sensors are Most Useful
Time
Location Environment
Actionable DataSensors typically work best when used simply, with the least infrastructure possible, and the data is actionable.
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Best Practices3
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Considerations◉ FCC certified and universal standards-based◉ Audit compliance◉ Certification of each phase of life-cycle
System planning Procurement request Procurement Equipment receive Deployment Data center management Disposition – certification of data destruction
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Sensors & Asset Lifecycle Management
Overriding Policies
Plan Request Procure Receive Deploy Manage Retire
Procedure ProcedureProcedure Procedure Procedure Procedure Procedure
Finance, Accounting , Operations, SecurityITAM
ITSM
Every stakeholder is responsible for risk mitigation and part of risk management
Viable data on assets requires establishing an accurate inventory baseline through a physical count and reconciliation
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SMART BUILDING EVOLUTION
By 2020, one in five buildings will be a smart building, supporting 50 billion connected devices, with cloud-based software and services growing at a rate of 33 percent.
Source: Memoori, Big Data for Smart Buildings: Market Prospects 2015 to 2020.
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operational technology
OT
information technology
IT
CONVERGENCE
IOT
ENABLEMENT
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• Disparate communications cabling and protocols consolidated around Ethernet in 1990s
• Voice systems integrated onto IP-based networks throughout 2000s
• Physical security applications have migrated to network over last 10 years
• Operational Technologies related to lighting, BMS, and industrial control beginning to migrate onto network
• Fire and life safety systems unlikely to fully migrate onto network in the short term
EVOLUTION OF PREMISE NETWORKS
1980s 2000s Last 10 Years Now ?
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NEW APPLICATIONS DRIVING CHANGE
10s 10 µs10ms100ms 1ms
LATENCY
TODAY’S INTERNET INTERNET WE NEED TO BUILD
Smart Homes• Sensors• Residential A/V• Video surveillance
Smart Buildings• Video surveillance• Access control• Professional A/V• Connected lighting• IoT (Sensors/analytics)
Smart Factories• IoT (sensors/analytics)• Cybersecurity
Smart Cities• 5G enablement• Autonomous vehicles• AR/VR gaming• IoT (sensors/analytics)• Cybersecurity
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IOTAPPLICATIONS
CONNECTED HOME SMART BUILDING INDUSTRIAL IOT SMART CITY IOT
CONTENT DELIVERY
VIDEO STREAMING SOCIAL MEDIA CLOUD APPLICATIONS GAMING
DISRUPTIVE MODELS
BITCOIN BLOCKCHAIN MICROGRIDS VEHICLE SHARING
EDGE APPLICATIONS
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IOTAPPLICATIONS
CONNECTED HOME SMART BUILDING INDUSTRIAL IOT SMART CITY IOT
CONTENT DELIVERY
VIDEO STREAMING SOCIAL MEDIA CLOUD APPLICATIONS GAMING
DISRUPTIVE MODELS
BITCOIN BLOCKCHAIN MICROGRIDS VEHICLE SHARING
EDGE APPLICATIONS
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IOTAPPLICATIONS
CONNECTED HOME SMART BUILDING INDUSTRIAL IOT SMART CITY IOT
CONTENT DELIVERY
VIDEO STREAMING SOCIAL MEDIA CLOUD APPLICATIONS GAMING
DISRUPTIVE MODELS
BITCOIN BLOCKCHAIN MICROGRIDS VEHICLE SHARING
EDGE APPLICATIONS
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Any questions ?You can find us at◉ [email protected]◉ [email protected]◉ [email protected]
Thanks!
Latest Developments in Sensor-Based TrackingSensor-Based TrackingHello!The Business Case for SensorsSlide Number 5What types of sensorsSlide Number 7Sensor Facts* - EnergySensor Facts* - EnergySensor Facts - Further SavingsSensor Facts - Other SavingsHow Industries are Using SensorsWho is using sensors?Pharmaceutical SensorsPharmaceutical SensorsHealthcare SensorsFood Chain SensorsFood Chain SensorsFood Chain SensorsManufacturingWhen Sensors are Most Useful Best PracticesConsiderationsSlide Number 24Smart building evolutionconvergenceEvolution of premise networksNew Applications Driving ChangeEDGE APPLICATIONSEDGE APPLICATIONSEDGE APPLICATIONSThanks!