WHAT TASKS CAN BE DONE USING AI & ROBOTICS ON A PROJECT? WHAT SKILLS WILL YOU NEED TO NOT BE REPLACED BY ARTIFICIAL INTELLIGENCE?
TEAM 1
Lokhande Preksha
Our Team
Patel Akshat
Ahir Yashraj
INTRODUCTION TO ROBOTICS
02
CONTENTS
INTRODUCTION TO AI
01
TASKS PERFORMED USING AI
03
CURRENT INDUSTRY RELEVANCE
04
HUMANS OVER ARTIFICIAL
INTELLIGENCE
05
INTRODUCTION
What is Artificial Intelligence?
The theory & development of computer systems able to perform tasks normally requiring human intelligence.
Can Humans be Completely Replaced by AI & Robotics?
Artificial General Intelligence
Artificial Narrow Intelligence
It is programmed to perform a single task.
It can perform any intellectual task that a human being can.
Self driving cars, Google home and ridesharing apps like Uber.
It can be seen in sci fi movies where humans interact with conscious machines.
Artificial intelligence has 2 sub-branches defining its role
ANI Classification
ROBOTICS
Robotic Arm
Robotic Arm, which is a mechanical arm, usually programmable which perform the same function or similar to the human arm.
Traditional Robots
Controlled by Computer or Other kind of Stimulus.
Wearable Robotics
It assists movement when you lift or grasp heavy items.
Types Of Robots
ARTIFICIALLY
INTELLIGENT
Artificially intelligent robots are a bridge between AI and Robotics. These Robots are controlled by AI Programs.
ROBOTS
IN CONSTRUCTION
Robotics in Construction
There are a few different types of construction robots that are poised to break into the construction market at a mass scale.
ARTIFICIALLY INTELLIGENT ROBOT
Modern Portfolio Presentation
ALLPPT Layout
Clean Text Slide
for your Presentation
Source for video: Doxel Inc
Introduction to Tasks
AI for Pre Construction
AI for Post Construction
AI During Construction
SUMMARIZING
AI & Robotics in Construction
AI in Construction
Pre Construction
During Construction
Post Construction
Robotics in Construction
Safety
Productivity, Efficiency
Monitoring
AI in Pre-Construction phase
Better Design: AI powered software for better design through Generative Designing.
BIM
Source for icons: NounProject
AI in Pre-Construction phase
AI in Pre-Construction phase
Better Risk Mitigation:
Natural Language Processing - AI powered self learning technique. It can be used to analyse and continuously improve:
AI during Construction phase
Using AI during construction mainly for Site Risk Mitigation involving
Project Scheduling Optimization
AI during Construction phase
AI powered on site clash detection systems
Video source: www.Indus.ai
Material Tracking
Pre-Fab productivity tracking
Labor & Equipment efficiency/safety tracking
Video Based Analysis at sites
AI Post Construction phase
AI can be used to monitor developing problems and even offers solutions to prevent problems.
AI - VBA in desperate times
Video source: www.Indus.ai
Few AI-powered systems from other Industries transferrable to Construction Industry
Robotics in Construction
When we say
‘Robotics in Construction’,
what is the first thing that comes to your mind?
Robotics for Safety
AI powered Robots in Construction can
save lives and improve health
Unmanned Robots for Mining
Source: www.Indus.ai
Unmanned Robots for Tunnelling
Image source: www.Businesswire.com
Unmanned Robots for Demolition
Image source: www.Businesswire.com
Unmanned Robots for Urban level maintenance
Image source: www.Businesswire.com
Robotics for Productivity
Robots in Construction can improve Productivity
Upcoming image sources: www.Robotics.org, www.egorobotics.com, www.constructible.com
Robotics for Monitoring
Robotic Monitoring using Drones
Using ML Systems and GPU, drones can do:
Image source: www.pbctoday.co.uk
AI & Robotics
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CONSTRUCTION INDUSTRY OVERVIEW
ALLPPT.com
Modern Portfolio Presentation
One of the key reasons for poor productivity- LACK OF DIGITIZATION
© MGI Digitization Index
© MGI AI adoption use and survey
Difficulties with company wide rollout
Lack of compatibility with legacy systems
Insufficient commitment
Why Technology initiatives fail to produce an impact?
Next-Gen Operating model
New management system
Focus on client journey
Cultural transformation
Full suite of Digital levers
Human Skills
Require critical thinking & Intelligence
Quantitative Reasoning skills
Physical & Repetitive activities in highly structured and predictable settings.
Process-oriented skills
Require social abilities & Creativity
Functional skills
Process-oriented skills
01
02
Over the next two decades, more than 80% of process-oriented tasks will be done by AI systems.
Machines have more productivity, are more precise and unfazed by circumstances.
Human jobs will shift from actually doing the work to monitoring and troubleshooting robots.
03
Quantitative Reasoning skills
-AI interaction designers
-Simplicity consultants
-Wellbeing coaches
-Analytic HRs
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Functional
Skills
-By automating process-oriented and quantitative skills, AI will push the skillset ladder to functional skills
-This will enhance creativity and social abilities. These are the qualities which make us UNIQUELY HUMAN.
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AI will make workplace more human
Industry Insights
Interviewee: Mr Sohil Parsana
Interview date: 04/09/2020
Interview mode: On call interview
ML Engineer & Data Scientist at Dassault Systemes
‘AI + Robotics in AEC’
Conclusion
Thank you
For its certification program on AI
‘AI for Everyone’ by Andrew Ng.
Link for the course:
https://www.coursera.org/learn/ai-for-everyone
References
References
Questions!?