big data and robotics - dhurakij pundit university - big data and... · hadoop summit 2016...
TRANSCRIPT
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BIG DATA AND ROBOTICSNARONGDECH KEERATIPRANON
COLLEGE OF INNOVATIVE TECHNOLOGY AND ENGINEERING
DHURAKIJ PUNDIT UNIVERSITY
THE 4TH DATA CUBE CONFERENCE
22 JULY 2017 THE HALLS BANGKOK
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TOPIC
• Robotics Overview
• Cycle of routine operation
• Data for robot operation
• Artificial intelligence
• Example of applications
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ROBOTICS OVERVIEW
• Platform
• Application Area
• Scope of received data
https://www.youtube.com/watch?v=-7xvqQeoA8c
https://www.youtube.com/watch?v=hzxlDE95XcYhttps://www.youtube.com/watch?v=xBBryczPFf4 https://www.youtube.com/watch?v=mKCVol2iWcc
https://www.youtube.com/watch?v=0RWzVj3Y3C4
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CYCLE OF ROUTINE OPERATION
"Robotics was always about data," says Artur Dubrawski, director of Auton Lab at Carnegie Mellon University
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DATA FOR ROBOT OPERATION
• Attached Sensors
• Nearby Devices
• Global Information
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ROBOT SOFTWARE LAYERS
A Layered Approach to Designing Robot Software: National Instruments - http://www.ni.com/white-paper/13929/en/
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ARTIFICIAL INTELLIGENCE
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EXAMPLES
• Drone Control Algorithm
• Humanoid-Like Robot
• Predictive Maintenance of Robots
• Predictive maintenance for appliance
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DRONE CONTROL ALGORITHM
Ehang Ghost Aerial 1.0
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HUMANOID-LIKE ROBOT
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LOW LEVEL BLOCK DIAGRAM
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PREDICTIVE MAINTENANCE OF ROBOTS
• Preventive maintenance• Time
• Events
• Meter
• Predictive maintenance• Actual condition
• Which robot will fail next?
• How can we predict robot failure?
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WHY DOES A SINGLE ROBOT FAILURE MATTER?
Hadoop Summit 2016Preventive maintenance of Robotsin Automotive industryAri Flink, Amit Kumar
How much does unplanned downtime cost a car manufacturer?
$20k per minute
How much can a single incident can cost?
$2 million
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PREVENTIVE MAINTENANCE
Hadoop Summit 2016Preventive maintenance of Robotsin Automotive industryAri Flink, Amit Kumar
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PREDICTIVE MAINTENANCE
Hadoop Summit 2016Preventive maintenance of Robotsin Automotive industryAri Flink, Amit Kumar
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DATA MODELING DETAILS
Hadoop Summit 2016Preventive maintenance of Robotsin Automotive industryAri Flink, Amit Kumar
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PREDICTIVE ANALYTICS: HIGH LEVEL ARCHITECTURE
Hadoop Summit 2016Preventive maintenance of Robotsin Automotive industryAri Flink, Amit Kumar
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PREDICTIVE MAINTENANCE FOR APPLIANCE
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SUMMARY
• Robots are getting smarter and eventually will exceed our ability (in some tasks)
• The advancement of big data technology will enable smart abilities that robots can not successfully perform before.
• Big Data Smart Think Tank
• Robotic High Skill Operator
• Big Data + Robotic …
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QUESTIONS AND SUGGESTIONS