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

TOPIC

• Robotics Overview

• Cycle of routine operation

• Data for robot operation

• Artificial intelligence

• Example of applications

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

CYCLE OF ROUTINE OPERATION

"Robotics was always about data," says Artur Dubrawski, director of Auton Lab at Carnegie Mellon University

DATA FOR ROBOT OPERATION

• Attached Sensors

• Nearby Devices

• Global Information

ROBOT SOFTWARE LAYERS

A Layered Approach to Designing Robot Software: National Instruments - http://www.ni.com/white-paper/13929/en/

ARTIFICIAL INTELLIGENCE

EXAMPLES

• Drone Control Algorithm

• Humanoid-Like Robot

• Predictive Maintenance of Robots

• Predictive maintenance for appliance

DRONE CONTROL ALGORITHM

Ehang Ghost Aerial 1.0

HUMANOID-LIKE ROBOT

LOW LEVEL BLOCK DIAGRAM

PREDICTIVE MAINTENANCE OF ROBOTS

• Preventive maintenance• Time

• Events

• Meter

• Predictive maintenance• Actual condition

• Which robot will fail next?

• How can we predict robot failure?

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

PREVENTIVE MAINTENANCE

Hadoop Summit 2016Preventive maintenance of Robotsin Automotive industryAri Flink, Amit Kumar

PREDICTIVE MAINTENANCE

Hadoop Summit 2016Preventive maintenance of Robotsin Automotive industryAri Flink, Amit Kumar

DATA MODELING DETAILS

Hadoop Summit 2016Preventive maintenance of Robotsin Automotive industryAri Flink, Amit Kumar

PREDICTIVE ANALYTICS: HIGH LEVEL ARCHITECTURE

Hadoop Summit 2016Preventive maintenance of Robotsin Automotive industryAri Flink, Amit Kumar

PREDICTIVE MAINTENANCE FOR APPLIANCE

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 …

QUESTIONS AND SUGGESTIONS