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Are Data Loggers Going Extinct?
Real Time vs Data Loggers
Julien Stamatakis, PhD
CTO & Co Founder
Outline
Conclusion
Data Loggers
2
IoT
IoT New Use Cases
Data Loggers are electronic devices recording data
§ Temperature, Time Of Use, Room Occupancy, etc.
§ Battery Operated
§ Can record data for months
§ Internal data storage
§ Easy to use
§ Cheap
Used by
§ Energy Consultants
§ Building Managers
Data Loggers
3
http://www.onsetcomp.com/files/data-logger-basics.pdf
Why Use Data Loggers
4
Track Energy Building
Usage and Optimize
Equipment Runtime
Ensure Healthy
Indoor Air Quality
Diagnose causes of
occupant comfort
complaints
Continuous monitoring of conditions
without having to be on site
5
How to Use a Data Logger
Configure & Install
Data Logger
Requires Computer
to Configure
Download &
Analyze Data
Requires Computer
to Download &
Analyze
Weeks to Months
No Visibility
http://www.onsetcomp.com/files/data-logger-basics.pdf
Cellular, WIFI, BLE versions available
Data Loggers are limited:
§ No real time data
§ After the fact analysis
§ Requires travel to retrieve the data [time & cost]
§ No notification for device issue
§ Not designed for real time analytics
Limitations of Data Loggers
6
Market offers Advanced Analytics Engines
but
It is held back by Antiquated Sensor Data Feeds
requiring travel and manual data collection
Data Collection Bottleneck
7
Internet of Things
A proposed development of the Internet in which everyday objects have network
connectivity, allowing them to send and receive data
The Internet of Things Revolution
8
2000’s1990 2017
Internet Mobile IoT
The Internet of Things Revolution
9
Hardware Service
The Internet of Things Revolution
10
Leverages latest Technologies
• Hardware
• Communications
• Cloud-based
Real Time Data Analytics
• Multiple Data Sources
• Predictive Analytics
• Real time Alerts
Hardware Service
11
Leveraging the Cloud
Install
IoT Device
Cloud based
Configuration
Analyze Data
Cloud based
Analytics
Instantaneous
Real Time Alerts
and Adjustments
12
Leveraging the Cloud
IoT Device Gateway Any Computer
13
All IoT technologies are not created equal
Consumer
IoT
Industrial
IoT
Low range, Wi-Fi available
Appliances are replaceable
Low complexity
Large Facilities, No Wi-Fi widely available
Equipment expensive to replace
High complexity and requires scalability
802.15.4 Cellular LoRa
Real Time Alerts
Space temperature monitoring
Real Time Alerts
Space temperature monitoring
Be alerted and react to abnormal temperature
increase before tenants complain
Alert
Generated
OK
Thres
hold OK
Real Time Alerts
Cooling Tower Monitoring
Alert
Generated
OK
Bleed ON for more than 10 hours
Sensor not detecting water
OK
Bleed Sensor
Conductivity
Bleed Control
Real Time Alerts
Cooling Tower Monitoring
Real Time Events
IAQ/CO2 Monitoring
Real Time Events
IAQ/CO2 Monitoring
Door Closed, Non Occupied
Advanced Analytics
Leak Detection in Irrigation System
OK Baseline Water Consumption Increasing OK
Bleed Sensor
Conductivity
Bleed Control
Advanced Analytics
Leak Detection in Irrigation System
External Data Sources
Compressors Runtime vs Observed Temperature
External Data Sources
Compressors Runtime vs Observed Temperature
Weekend WeekendWeekend
24
Real time Adjustments
C
C
C
C
C
C
C
C
C
C
C
C
S
Light Circuits controlled based on a Light Sensor
IoT for Wireless Retrofits
Wireless RTU Retrofit
RTUs start at the wrong time
ü Controller needs to be replaced
ü Up to 33% savings on the each RTU
CT
Conclusion
26
Data Loggers
§ Requires experienced technician to
install & replace
§ Data is stuck and unavailable until
downloaded
§ Limited available Analytics
IoT
§ Easy install & replacement based on
Cloud Configuration
§ Multiple users have real time access to
the data
§ Extended devices connectivity such as
chemical stations, BMS, etc.
§ Real time alerts, advanced analytics
available such as predictive
maintenance, real-time adjustments,
etc.
§ Multiple data sources and data
available in real time in other systems
Conclusion
Data Loggers are creating a data collection bottleneck
* Data Loggers are cheap and easy to use but they don’t offer real time data
* Cost of travel, manual collection, and failed collection are often overlooked
* IoT leverages latest technologies both at the hardware and Cloud levels enabling
state of the art data analytics and applications
27
Questions?
28

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Are Data Loggers Going Extinct? Real-Time Data vs. Data Loggers

  • 1. 1775 Tysons Boulevard | Floor 5 | Tysons, VA 22102 | sales@senseware.co | 703.982.0785 Are Data Loggers Going Extinct? Real Time vs Data Loggers Julien Stamatakis, PhD CTO & Co Founder
  • 3. Data Loggers are electronic devices recording data § Temperature, Time Of Use, Room Occupancy, etc. § Battery Operated § Can record data for months § Internal data storage § Easy to use § Cheap Used by § Energy Consultants § Building Managers Data Loggers 3 http://www.onsetcomp.com/files/data-logger-basics.pdf
  • 4. Why Use Data Loggers 4 Track Energy Building Usage and Optimize Equipment Runtime Ensure Healthy Indoor Air Quality Diagnose causes of occupant comfort complaints Continuous monitoring of conditions without having to be on site
  • 5. 5 How to Use a Data Logger Configure & Install Data Logger Requires Computer to Configure Download & Analyze Data Requires Computer to Download & Analyze Weeks to Months No Visibility http://www.onsetcomp.com/files/data-logger-basics.pdf Cellular, WIFI, BLE versions available
  • 6. Data Loggers are limited: § No real time data § After the fact analysis § Requires travel to retrieve the data [time & cost] § No notification for device issue § Not designed for real time analytics Limitations of Data Loggers 6
  • 7. Market offers Advanced Analytics Engines but It is held back by Antiquated Sensor Data Feeds requiring travel and manual data collection Data Collection Bottleneck 7
  • 8. Internet of Things A proposed development of the Internet in which everyday objects have network connectivity, allowing them to send and receive data The Internet of Things Revolution 8 2000’s1990 2017 Internet Mobile IoT
  • 9. The Internet of Things Revolution 9 Hardware Service
  • 10. The Internet of Things Revolution 10 Leverages latest Technologies • Hardware • Communications • Cloud-based Real Time Data Analytics • Multiple Data Sources • Predictive Analytics • Real time Alerts Hardware Service
  • 11. 11 Leveraging the Cloud Install IoT Device Cloud based Configuration Analyze Data Cloud based Analytics Instantaneous Real Time Alerts and Adjustments
  • 12. 12 Leveraging the Cloud IoT Device Gateway Any Computer
  • 13. 13 All IoT technologies are not created equal Consumer IoT Industrial IoT Low range, Wi-Fi available Appliances are replaceable Low complexity Large Facilities, No Wi-Fi widely available Equipment expensive to replace High complexity and requires scalability 802.15.4 Cellular LoRa
  • 14. Real Time Alerts Space temperature monitoring
  • 15. Real Time Alerts Space temperature monitoring Be alerted and react to abnormal temperature increase before tenants complain Alert Generated OK Thres hold OK
  • 16. Real Time Alerts Cooling Tower Monitoring
  • 17. Alert Generated OK Bleed ON for more than 10 hours Sensor not detecting water OK Bleed Sensor Conductivity Bleed Control Real Time Alerts Cooling Tower Monitoring
  • 19. Real Time Events IAQ/CO2 Monitoring Door Closed, Non Occupied
  • 20. Advanced Analytics Leak Detection in Irrigation System
  • 21. OK Baseline Water Consumption Increasing OK Bleed Sensor Conductivity Bleed Control Advanced Analytics Leak Detection in Irrigation System
  • 22. External Data Sources Compressors Runtime vs Observed Temperature
  • 23. External Data Sources Compressors Runtime vs Observed Temperature Weekend WeekendWeekend
  • 24. 24 Real time Adjustments C C C C C C C C C C C C S Light Circuits controlled based on a Light Sensor
  • 25. IoT for Wireless Retrofits Wireless RTU Retrofit RTUs start at the wrong time ü Controller needs to be replaced ü Up to 33% savings on the each RTU CT
  • 26. Conclusion 26 Data Loggers § Requires experienced technician to install & replace § Data is stuck and unavailable until downloaded § Limited available Analytics IoT § Easy install & replacement based on Cloud Configuration § Multiple users have real time access to the data § Extended devices connectivity such as chemical stations, BMS, etc. § Real time alerts, advanced analytics available such as predictive maintenance, real-time adjustments, etc. § Multiple data sources and data available in real time in other systems
  • 27. Conclusion Data Loggers are creating a data collection bottleneck * Data Loggers are cheap and easy to use but they don’t offer real time data * Cost of travel, manual collection, and failed collection are often overlooked * IoT leverages latest technologies both at the hardware and Cloud levels enabling state of the art data analytics and applications 27