preparing students for careers that use new transportation ......• probability of correct...
TRANSCRIPT
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Preparing Students for Careers that Use New Transportation Technologies
T3e Webinar –February 27, 2019Bob FeldmaierDirector - CAAT
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About the Center for AdvancedAutomotive Technology (CAAT)
• Located at Macomb Community College South Campus• Partnered with Wayne State University• Became an Advanced Technological Education Center in 2010
funded by the National Science Foundation • Mission
– Advance the preparation of skilled technicians for the automotive industry’s more environmentally friendly and safer vehicles.
– Be a regional resource for developing and disseminating advanced automotive technology education.
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Strategic Priorities• Future student focus to fill employment pipeline• STEM programs/events• Educational collaboration• Partnerships with industry• Curriculum resources
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Why CAAT at Macomb Community College?
• Long history of preparing many students to work in the automotive industry
• Leaders of advanced automotive curriculum development for technicians
• Located in the heart of the rejuvenated US auto industry– Over 215 Automotive R&D Companies in Michigan– Most (85%) are clustered in southeast Michigan– 60% of the top 150 automotive suppliers to North America are
headquartered in Michigan
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CAV Main Questions
• Why the interest in autonomous vehicles?
• How does the technology work?
• What are the remaining challenges?
• How does this affect education?
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Some of Today’sAdvanced Driver Assistance Technologies
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The Impact of Car Crashes on the Economy beyond 34,000 Deaths per Year in the US Alone
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The Past & Present: Automotive Safety…
30,000
35,000
40,000
45,000
50,000
55,000
1975 1980 1985 1990 1995 2000 2005 2010 2015
Automotive fatalities: USA
Deaths
Seat Belt Mandates
Air Bag Sensors/ Mandates
ESC and Roll Over Sensors
DistractedDriving
Source: http://www.iihs.org/iihs/topics/t/general-statistics/fatalityfacts/overview-of-fatality-facts
National Highway Traffic Safety Administration (NHTSA)
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US Consumers Rate Safety and Advanced Driver Assistance Technologies Most Important
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Dr. Gary Smyth, Executive Director, General Motors Research and Development Laboratories, presentation at 23rd Annual ITS Wisconsin Forum, November 8, 2017
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Dr. Gary Smyth, Executive Director, General Motors Research and Development Laboratories, presentation at 23rd Annual ITS Wisconsin Forum, November 8, 2017
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Integrated Systems Approach to Vehicle Automation
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The Complexity of Automated Driving
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ADAS and Automated Vehicle Sensors
Multi DomainController
Side Radars
Side Radars
V2V/V2X
Rear View Cam
Side View Cam
Side View Cam
Driver State Sensing
Side Radars
Front View Cam
Front Radars
Front Cameras
Lidar
Side Radars
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Vision/Radar/Lidar Operation and Fusion
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Sensor Fusion Improves Performance
Vision Lane Information
Vision Vehicle Information Radar Object Information
Radar Barrier DetectionLeft
Right
Adjacent Left
Adjacent Right
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• Probability of correct detection and classification1
– Increases with additional sensors and redundancy– Utilize sensors with highest signal to noise ratio (S/N) under the
ambient conditions– Disregard sensors that have low S/N under the ambient conditions– Marginal gains decrease for more than 5 sensors
• Reliability of systems2
– Adding more sensors increases the reliability of the overall system– Mean time to failure of a system with more sensors is increased
Advantages of Redundant Sensor Fusion
References:1Hall, David L., “Mathematical Techniques in Multisensor Data Fusion", Artech House Information Warfare Library, February 26, 2004 2Deyst, John, “Real Time Systems for Aerospace Vehicles”, MIT 16.840 Aeronautics & Astronautics Course Notes, Spring 1999
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Multi-domain Controller
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Enables future system optimization/upgradability
Multi-domain controller
Front Radar
controller Camera
controller AirbagController Rear and
Side Radar controller
ESC controlle
r
Scalable software platform Reduced architecture complexity Faster
communication/interconnection Multi-processor configuration
Production launch in 2017
Centralized Sensor Fusion/ControlActive Safety Multi-domain controller
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Artificial Intelligence
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Connected Cars
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Typical Software Applications: Lines of Code 24 million lines of code
F-35 fighter jet
61 million lines of codeFacebook
12 million lines of codeAndroid Operating System
Premium vehicle
44 million lines of codeMicrosoft Office 2013
50+ computers To deliver a world-class user
experience, active safety and high performance drivability
*Software lines of code information courtesy of informationisbeautiful.net
Premium vehicles today operate with over 100 million+ lines of code
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Automated Driving: Enabling and Supporting Technology
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Source: Texas Instruments ADAS Solutions Guide
HIGH DEFINITION MAPS V2X COMMUNICATIONS
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The Process of Delivering Real-Time Maps
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Introducing the Concept of “Connected” Vehicles
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The Connected Car Evolves…
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Cars talking with surrounding infrastructure…
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Dedicated Short Range Communications (DSRC) and Vehicle Ad-Hoc Networks for V2V Communications
• DSRC uses 5.9 GHz frequency and 75 MHz bandwidth (seven 10 MHz channels) plus 5 MHz guard band
• 2017 Cadillac CTS is first to have DSRC
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Dr. Gary Smyth, Executive Director, General Motors Research and Development Laboratories, presentation at 23rd Annual ITS Wisconsin Forum, November 8, 2017
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With More Data and Connectivity Comes More Vulnerability of Cybersecurity
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Toyota’s Assessment of Automated Vehicle Technology
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Toyota’s Assessment (Continued)
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393/22/2019Weather can blind sensors
Challenges: Sense
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403/22/2019
Challenges: Sense
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413/22/2019
Challenges: Plan
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Mcity at U of M: the First Extensive Testing Facility Built for Automated Vehicles
• https://www.youtube.com/watch?v=gfSNlIQ5KN8
• https://www.youtube.com/watch?v=aKduQC8wNu4
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American Center for Mobility
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MEGACITIES
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Ride Sharing Influence
CarmaBlaBlaCarLyftCar2GoRelay RidesSidecarUberRidejoyGetaroundJustShareIt
Autonomous electric cars that you share?
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CAV’s will- enable more efficient use of parking- create the need for more curbside space- reduce traffic congestion- reduce energy use/pollution- enable people of limited mobility more options- saves lives
GM Triple Zero - accidents/fatalities- carbon footprint- Stress
ACES – Merger of Automated/Connected/Electrified/Shared
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Macomb CAV Curriculum
Three courses available in the CAAT website Resource Library:1) Sensors used in connected and automated
vehicles 2) Navigation techniques used in connected and
automated vehicles3) Automated, Connected, and Intelligent
Vehicles
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Sensors used in connected and automated vehicles
• This 3-credit course introduces students to principles of sensors (GPS, MEMS, LIDAR, Radar, Ultrasonic, Infrared) used in connected and automated vehicles, locomotion, kinematic models and constraints, maneuverability, workspace of autonomous mobile robots and vehicles.
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Navigation techniques used in connected and automated vehicles
• This 3-credit course introduces students to principles of navigation techniques used in connected and automated vehicles. Topics include autonomous navigation and connected vehicles, basic navigational mathematics, mobile robot positioning, inertial sensors and navigation systems, global positioning system, Kalman-fitering techniques, integrated navigation system, multisensory integrated navigation, fault detection and integrity monitoring, and communication among connected vehicles.
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Automated, Connected, and Intelligent Vehicles
• It is a 3-credit course designed to introduce the automotive technology student to the next generation of advanced automotive electronics applications. Through the convergence of several rapidly evolving technologies (i.e. embedded microcontrollers, wired and wireless networking, advanced sensor and actuator networks, and sophisticated software) vehicle manufacturers have been rapidly integrating advanced driver assistance systems (ADAS) into their products.This course will provide the student with the knowledge needed to understand collision avoidance systems and autonomous cars and insights into the evaluation and diagnosis of their operation and system maintenance and repair.
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Typical Technician Skills Required in the Field of Automated Vehicles
• Basic automotive and mechanical knowledge (teardown vehicles, build harnesses, basic fabrication skills, troubleshoot auto systems without manuals)
• Electronics skills (ECMs, sensors and sensor fusion, antennas, CAN and cable protocols, displays, soldering, shielding, troubleshooting)
• Software Skills (embedded systems, basic programming, networks, security systems, user interfaces)
• Understanding of Communication protocols (Satellite, LTE/cellular, WiFi, DSRC, Bluetooth)
• Lab testing, data acquisition and analysis
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Vehicle Development TechnicianAssociates Degree
Course and Sequence Course Title Term 1 Term 2 Term 3 Term 4 CreditsAUTO-1000 Automotive Systems 3 3AUTO-1040 Automotive Electrical I 3 3AUTO-1050 Automotive Electrical II 3 3AUTO-1100 Brake Systems 3 3AUTO-1130 Steering and Suspension 3 3AUTO-1200 Engines 3 3TMTH-1150 RCL Analysis 4 4ELEC-1161 Electronics Technology 1 3 3ELEC-1171 Electronics Technology 2 3 3ELEC-1211 Digital Electronics Basics 3 3ELEC-2150 Labview Basics 3 3ITCS-1140 Intro to Programing Design & Devel 4 4ITNT-1500 Principles of Networking 4 4PRDE-1250 Basic Blueprint Reading 2 2ELEC-2310 Vehicle Experimental Testing 4 4AUTO-2000 Connected/Automated Vehicles 3 3
Core Hours Total 13 13 13 12 51
Gen Ed, Group I ENGL 1180 (4) or ENGL 1210 (3) 3 3Gen Ed, Group II PHYS 1180 (no choice) 4 4Gen Ed, Group III ECON 1160 (no choice) 3 3Gen Ed, Group IV ENGL 2410 (no choice) 3 3Gen Ed, elective Gen Ed elective of 2 or more credits 2 2
General Ed Total 15
Grand Total 16 17 16 17 66
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Impact on Students
• Post high school education required• Look for schools with strong automotive
programs• Seek hands on opportunities both at school
and employment (internships/co-ops)• CAV curriculum available on in Resource
Center on CAAT website for free
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Stay Connected with the CAAT
• Visit our website at www.autocaat.org
• Sign up for our monthly newsletter
• Follow us on social media
• Contact us with your seed funding project ideas!– Connected/Automated Vehicles
– Lightweighting
– Testing
– http://autocaat.org/Educators/Seed_Funding/
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Thank You!
Questions?