CAR Fall, 2024 External Advisory Board Presentation

CAR External Advisory Board Meeting Fall, 2024

Welcome and College of Engineering Update

Seth Weinberg Associate Dean for Research

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Update from the College of Engineering

CAR External Advisory Board Meeting October 4, 2024

Associate Dean for Research Seth Weinberg

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College of Engineering Statistics Number of Current Undergraduate Students • 9,925 Number of Current Graduate Students •1,981 Number of Faculty •424

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College of Engineering Statistics

Record enrollment in Autumn 2024

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College of Engineering Statistics

Record retention rates • First-year retention rate: Achieved a record 86.5% in 2023. • Second-year retention rate: 78.7%, closely approaching the record set in 2022. • Third-year retention rate: Reached a record high of 74.2 %. • Six-year graduation rate: Increased to a record-breaking 70.3 %

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Undergraduate engineering program at college-level o In Ohio: #1 o Among public universities: #12 o Among publics and privates: #20 • Graduate engineering program at college-level o In Ohio: #1

College of Engineering USNWR Rankings 2025 • •

Highest undergraduate ranking ever

o Among public universities: #13 o Among publics and privates: #27

Graduate Programs o Agricultural: #8

o Materials engineering: #14 o Electrical engineering: #20 o Environmental: #29 o Industrial/manufacturing engineering: #17

o Aerospace engineering: #18 o Mechanical engineering: #23 o Nuclear: #16 o Chemical engineering: #25 o Civil engineering: #27 o Computer engineering: #24 o Computer science: #27

• All individual program rankings improved or same from 2024

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Bachelor of Science in Engineering Technology (BSET) Program

Roles • Process engineer

• Manufacturing engineer • Engineering technologist • Project engineer • Consultant • Product designer or developer • Quality engineer

An engineering technology graduate applies scientific knowledge and technical skills to bring an engineer's designs to life by building and testing them.

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Bachelor of Science in Engineering Technology (BSET) Program

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Center for Computing Education (CCE)

“Soft” launch in Spring 2025 Official launch Autumn 2025 • Computing education access at scale for non-CSE majors (Engineering and non- Engineering majors). • Providing credentials of value for non- CSE majors in computer science (CS) and artificial intelligence (AI). • Adding set of core computing courses for non-CSE majors without extending their time to graduation.

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Research Highlights

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Transformation of American Rubber through Domestic Innovation for Supply Security (TARDISS) – Engineering Research Center (ERC)

• The Engineering Research Center for Transformation of American Rubber through Domestic Innovation for Supply Security: TARDISS will lead fundamental research supporting the creation of a Silicon Valley of Domestic Rubber Production s. • Our U.S. Sunlight to Material vision harnesses the power of nature, creating bridges between engineering, biology, and agriculture, to revolutionize alternative natural rubber (NR) production from domestic crops: guayule, rubber dandelion and mountain gum. • TARDISS will play a leadership role in research and accelerate current U.S. Department of Agriculture (USDA) and industrial (Bridgestone, Goodyear) efforts towards a domestic NR supply, through fundamental research into plant biology and rubber technology obstacles that have impeded cultivation and processing of potential domestic crops.

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AFRL/AFOSR SPACE-MAT Center of Excellence .

• SPACE-MAT (Science, Performance, and Critical Evaluation of Materials in Low-Earth Orbit) Center of Excellence awarded to Ohio State, in collaboration with Georgia Tech, University of Alabama Huntsville, and Michigan State University. • Project Details: • 5-year duration with a budget of $5.5M external funding. • Led by Wolfgang Windl @ OSU and Matt Cherry @ AFRL. • Developing orbit-in-lab testing and physics- and data-driven computational life-time prediction for semiconductors and polymers. • Objectives: • Enhance material lifetime and performance in the harsh conditions of space. • Reduce the time required to qualify and deploy new materials for space applications.

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SPACE-MAT

Science Museum London UK

NSF Industry-University Cooperative Research Centers (IUCRC) : Center for Industrial Metal Forming (CIMF)

• Mission: To perform cutting-edge, pre-competitive fundamental research in metal forming science and engineering in collaboration with industrial Members and drive innovation and competitiveness in the U.S. advanced manufacturing sector • Vision: An integrated Center which advances technologies and educates the next generation in industrial metal forming for the economic and production benefits of industrial Members and to address pressing national and global challenges • CIMF will employ novel numerical and material modeling techniques, process innovations, cutting-edge experimental methods, sensor technologies, artificial intelligence (AI), and the Industrial Internet of Things (IIoT), to enable advancements in material utilization, final part performance, weight reduction, and improved dimensional stability of formed components • Duration: 2024-2034, $450K/yr from NSF and ~$650K/yr from Members over the next 10 years (Phase I and Phase II)

Center Members

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Questions?

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State of the Center Giorgio Rizzoni Director, Center for Automotive Research

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09:00 a.m. Welcome, College of Engineering Update and State of the Center / Annual Report 9:45 a.m. Research Partner Updates: New Campus Facilities 10:30 a.m. Break 10:45 a.m. Research Project Updates 11:15 p.m. 2023-2024 Student Motorsport Updates 12:00 p.m. Break 12:15 p.m. 2023-2024 Student Motorsport Updates continued 1:15 p.m. Lunch in High Bay

Agenda

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New Hires

Patrick Robrecht Distance Education Program Specialist

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Welcome Forsee Power

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CAR Overview

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Our Talent

84 graduate research associates advanced research innovation deep academic insights 44 undergraduate research assistants fresh perspectives creative approaches

2 high school interns next generation of researchers 103 27 males females

graduate students different countries 17 130

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Sponsored Research Expenditures 5 year trend

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Student Engagement

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Outreach and Engagement Over the past year CAR engaged with more than 12,000 individuals through 182 events including tours, camps, internships and other outreach activities.

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Camp CAR CAR hosted 22 high school students at Camp CAR, a weeklong summer day camp where participants learned about various aspects of automotive engineering and mobility including simulation, testing and manufacturing. “ My favorite experiences of Camp CAR were when we visited the High Voltage Lab and when we learned how to weld. It was a really unique opportunity.”

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Summer Internship Program Over the summer CAR welcomed over a dozen summer interns, with interests ranging from hydrogen fuel cells to simulation and everything in between.

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Research Partner Updates

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Colleen Gilger Director, Economic Development Innovation Facilities Update

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Innovation Facilities Update October 2024

GROWING RESEARCH FOR IMPACT

RESEARCH AND INNOVATION GOALS

DOUBLE RESEARCH EXPENDITURES BY 2030 $1.94B

$360M INCREASE NIH RESEARCH BY 50 PERCENT BY 2031

415+ INCREASE ANNUAL INVENTION DISCLOSURES BY 2027

Top10 RESEARCH EXPENDITURE RANKING AMONG ALL U.S. INSTITUTIONS BY 2030

Ohio State Research Growth Fiscal Year 1987 – 2023

1,600

1,449.2

1,363.4

1,400

1,236.1

1,200

1,000

929.3

832.1

817.9

800

720.2

600

496.4

400

322.8

246.3

194.9

200

123.2

0

1987 1989 1991 1993 1995 1997 1999 2001 2003 2005 2007 2009 2011 2013 2015 2017 2019 2021 2023*

Source: NSF HERD Annual Expenditure Submissions. January 2024

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NSF Research Rankings for FY22 Total research across all institutions

Johns Hopkins

3,420,312

U. California, San Francisco

1,805,950

U. Pennsylvania

1,791,311

U. Michigan, Ann Arbor

1,770,708

U. Washington, Seattle

1,559,708

U. California, Los Angeles

1,536,197

U. California, San Diego

1,533,357

U. Wisconsin-Madison

1,523,513

Duke

1,390,538

Stanford

1,384,555

Ohio State

1,363,388

U. North Carolina, Chapel Hill

1,361,028

Harvard

1,308,458

Cornell

1,300,357

New York U.

1,276,038

Neuro- sciences

Cancer

AI/ML

Addressing critical societal challenges requires cross- cutting approaches that bridge multiple disciplines.

Gene and Cell Therapy

Semi- conductors

Ohio State Research and Innovation Interdisciplinary Focus Areas

Materials

Aging

Quantum

Food Security

Smart Mobility

Immunology

Energy and Battery

Space

Providing business solutions:

Workforce development

OUR PARTNERSHI P APPROACH

Research & development

Talent pipeline strategy

Technology & licensing access

Co-location & real estate

Affinity & brand partnerships

INNOVATION DISTRICT

Carmenton, Ohio State’s innovation district, is designed to enable research advances, technology translation, experiential educational opportunities, and new startups by creating a live-play- innovate environment, unleashing Ohio State’s potential to transform the region, fuel economic growth, and serve Ohioans.

CREATING A PLACE AN ELEVATED VIEW LOOKING SOUTHEAST

Ackerman Road

Lane Ave.

Kinnear Road

Innovation Neighborhood (Life Sciences, Energy)

Future Growth

AI / Software / Big Data

Healthcare Neighborhood (Medicine)

Future Growth

Kinnear Road Corridor (Materials, Manufacturing, Mobility & Physics)

EVOLVING THE PLAN 2023 MASTER PLAN

INNOVATION DISTRICT OUTPATIENT CARE FACILITY

The Ohio State University Outpatient Care West Campus is a cancer- focused patient care facility. It also includes central Ohio’s first proton therapy treatment facility in partnership with Nationwide Children’s Hospital.

Opened July 2023

The Pelotonia Research Center (PRC) catalyzes convergence research in life sciences and biotechnology while providing new opportunities for the community and industry to engage Ohio State researchers.

Opened June 2023.

INNOVATION DISTRICT PELOTONIA RESEARCH CENTER

INNOVATION DISTRICT ENERGY ADVANCEMENT AND INNOVATION CENTER

The Energy Advancement & Innovation Center (EAIC) will be a hub for Ohio State researchers, entrepreneurs and industry experts to work together on the next generation of smart systems, renewable energy, sustainability solutions and other innovations.

Suite construction underway. Opened December 2023.

Investments To Date

$892M

A SCIENCE PARK FOR SPACE RESEARCH

Regional Context

PROJECT SITE

AEROSPACE & AIR TRANSPORTATION CAMPUS

WATERMAN LABORATORY

CARMENTON INNOVATION DISTRICT

Airport Neighborhood

Project Site Up-Close

Voyager Space First 10 acres

80.6 acres

• Nanoracks & Voyager Space received $160M+ NASA award to develop the Starlab commercial space station • Voyager announces intent to develop the George Washington Carver Science Park • Voyager released an RFP seeking sites for GWCSP location and university research partner • Ohio State, JobsOhio and State of Ohio submitted a team proposal for the GWCSP and Starlab’s terrestrial facility, and was selected in Sept. 2022 Project Background (2021-2022)

A Science Park For Space Research

Voyager Space will develop and operate the industry’s first space- focused science park devoted to research and manufacturing, with assets and locations both in space and on Earth.

Starlab Space LLC Starlab will serve a global customer base of space agencies, researchers, and companies, ensuring a continued human presence in low-Earth orbit and a seamless transition of microgravity science and research from the International Space Station into the new commercial space station era.

Starlab Space LLC is a US-led transatlantic joint venture that is designing, building, and operating the Starlab commercial space station.

The Five Ohio State University Roles in Starlab

1. Growthoftheglobal research communityacross university, industry, non-profit, and government entities. 2. Workforce Development and Student Engagement/ Success, in cooperation with DreamUp and other STEM partners. 3. Research commercialization, start-up company development, incubation, and innovation. 4. Scientific Leadership specific areas of research aboard Starlab-GWCSP (e.g., Agriculture, Materials, Manufacturing, Microbiome). 5. Hosting and growth of the US Starlab Ground Location providing comprehensive operations, payload, research, testing, and engineering activities for flight.

Ohio Aerospace Industry Leads

Excellence in Spaceflight - Civil, National Security and Future Commercial Space

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1

CLEVELAND

1. NASA Armstrong Test Facility 2. NASA Glenn Research Center 3. USAF Wright-Patterson Air Force Base 4. Springfield UAS Flight Test Area 5. Ohio State University Aerospace & Research Campus 6. Transportation Research Center (TRC) 7. The Ohio State University Main Campus

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COLUMBUS

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7

4

DAYTON

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CINCINNATI

Colleen Gilger Director of Economic Development

The Ohio State University Corporate Partnerships Office Gilger.17@osu.edu

Innovation Facilities Update October 2024

Voyager Space Park

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Kate Bartter Executive Director Sustainability Institute

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Update from the Sustainability Institute Kate Bartter, Executive Director October 4, 2024

Sustainability: improving the well-being of people and communities in ways that protect the earth’s life support systems by reducing environmental impacts, enhancing resource efficiency and ensuring economic prosperity for all.

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1. Establish Ohio State as a leading public institution of sustainability research and applications Sustainability Institute (SI) Integrate sustainability and resilience scholarship and activities across the breadth of the university mission by pursuing the following goals:

2.Educate and empower Ohio State students

3. Accelerate campus sustainability progress and living lab opportunities

4. Grow the resources available to support sustainability and resilience scholarship & activities

5.Catalyze a culture of sustainability

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Ohio State University Sustainability Institute

Elena Irwin Faculty Director & Professor (FAES)

Kate Bartter Executive Director

Kim McIlwaine Executive Assistant

Academic Chair Mike

Faculty Research Leads

Core Faculty (6 colleges, 18 units)

Steven Quiring (ASC)

Jay Martin (FAES)

Abdollah Shafieezadeh (COE)

Jeff Bielicki (COE/ Glenn)

Bisesi (CPH)

Gina Jaquet Director of Learning Programs

Charlene Brenner Research Development Specialist

Mike Shelton Associate Director

Josh Knights Director of Partnerships

Katie Zimmerman EmPOWERment Program Manager

Kathy Jackson Program Assistant

Postdocs & GRAs

Elizabeth Quigley Program Manager for Co- Curricular and Community Initiatives

Yixuan Wang

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SI Affiliates: 338 Faculty and Researchers

College of Engineering

College of Arts and Sciences

College of Food Agricultural and Environmental

Engineering (106) Public Affairs (7) Dentistry (1) Mansfield (1)

CFAES (99) Public Health (6)

ASC (94)

Business (10) Social Work (2)

Veterinary Medicine (6)

EHE (1)

FOD (1) Nursing (1)

Law (1) OAA (1)

Medicine (1)

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Research

Transdisciplinarity: Bringing together academic and nonacademic knowledge

FY 25 Priority Areas •

Helping Farmers with Land-Based Carbon Management

• Building Efficiency and Decarbonization - (DOE Connected Communities) • Sustainable Packaging/Bioplastics • Plastic Pollution Solutions • Climate + Health in Rural Appalachia

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New NSF-Funded Center Led by Ohio State Transformation of American Rubber through Domestic Innovation for Supply Security (TARDISS) seeks to promote

domestic production of alternative natural rubber Led by PI Judit Puskas (FABE and SI core faculty) and Center Director Ajay Shah (FABE) of Ohio State $26M for first five years with ability to renew for another five years for an additional $26M (possible total of $52M over ten years) Other core universities are Caltech, North Carolina State, Texas Tech, and University of California, Merced

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Onshoring Natural Rubber Production Global supply of natural rubber is currently supplied by Hevea tree plantations in Southeast Asia • Species is a monoculture that is vulnerable to South American blight • U.S. military is concerned about risk to Southeast Asia from Chinese nationalism

In addition to strengthening U.S. national security, domestic production of natural rubber means shorter supply chains and less associated carbon emissions TK rubber dandelion and guayule can be grown on lands that are marginal for other crops, creating new opportunities for agribusiness and job growth

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Research Areas of Focus

Plant genetics: identify and enhance those genes responsible for latex production in TK rubber dandelion, guayule, and mountain gum Crop production: develop best practices (including hydroponic) to grow and harvest alternative natural rubber crops Processing and extraction: innovate and optimize techniques to process alternative natural rubber crops and maximize extraction of latex

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Opportunities for Industry Involvement The TARDISS Engineering Research Center will offer several tiers of industrial membership

Premium Member $30,000/year

Depending on the tier, industrial members will have opportunities to license new intellectual property, hire graduate students, help guide research, and more For more info, contact Josh Knights at knights.16@osu.edu

Full Member $15,000/year or $5,000 + $20,000 in-kind

Associate Member $1,000/year

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Climate Risk and Resilience Lab Consortium of multidisciplinary faculty at Ohio State to advanced research and education in the climate risk space Corporate members can access a suite of learning opportunities to evaluate and manage climate risk through faculty expertise, peer-to- peer exchanges, and curated engagement with students Members help shape programming on topics and issues that are current priorities for business Annual contribution of $25,000

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Sustainability Education and Learning Committee (SELC)

• Infusing sustainability throughout Ohio State’s curriculum

Education and Learning

Co-Curricular Engagement

• Student Research and Project Grants Program • Student Events

EmPOWERment

SUSTAINS Learning Community • Undergraduate Living/ Learning community focused on sustainability .

• Interdisciplinary training for 41 graduate students from 4 colleges researching sustainable energy

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Increase campus ecosystem services by 60%, by 2025

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Campus as a living lab for sustainability research and teaching

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Outreach and Engagement

Communications • SI Newsletters • SI Website • Social Media

Community Engagement

Sustainability related events • Interdisciplinary Fall Forum • WestFest

Participate in Sustainability Networks

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External Networks local

global

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Industry collaborations get our expertise and talent to where it can do the most good

research

student engagement

living laboratories

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Break

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Research Project Updates

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Prediction of Battery Remaining Useful Life Using In-Vehicle Data Giorgio Rizzoni Director, CAR

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Battery Aging and Life

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Strong push towards electrification in passenger and commercial vehicle sectors, with increasing interest in aviation. Electrochemical Energy Storage continues to be a significant challenge. Trends In Mobility And Transportation

Key R&D Challenges in Li-ion Cell Technology 1. Cost. Trending to $100/kWh (considers raw materials, materials processing and cell manufacturing). 2. Performance. High energy materials suffer from fast- charging and low– and high– temperatures. 3. Life. Electrode materials still suffer major cycle and calendar life issues. 4. Abuse Tolerance. Li-ion cells are not intrinsically tolerant to abuse conditions.

Overview Of Aging Mechanisms in Batteries

Major degradation mechanisms

• SEI layer Formation • Loss of Active Material • Lithium Plating

[1]. Birkl CR, Roberts MR, McTurk E, Bruce PG, Howey DA. Degradation diagnostics for lithium ion cells. Journal of Power Sources. 2017 Feb 15;341:373-86.

Effect of Aging on Battery Performance

Battery degradation adversely affects its performance through:

1. Capacity Fade: related to the capability of battery to act as a source of energy 2. Resistance Increase (Power Fade) : related to the capability of battery to act as a power source

Cordoba-Arenas A. Aging propagation modeling and state-of-health assessment in advanced battery systems (Ph.D. dissertation, The Ohio State University, 2015).

Aging, SOH and Prognosis

• Aging is the reduction in performance, reliability, and life span of a system • End of life (EoL) is reached when the system is no longer able to perform its intended function. • The State-of-health (SOH), which is used to describe its physical condition, is commonly characterized by a system parameter that is correlated with its aging. In most applications the SOH is correlated with the performance requirement, and we are interested in knowing the Remaining Useful Life (RUL). • Aging is enhanced by stress factors • Prognosis is the generation of long-term prediction describing the evolution of aging.

Copyright G. Rizzoni, The Ohio State University, 2024

An Example: Climate Impact on Battery Life

Impact of geography and temperature on battery life

→ batteries achieve optimal performance at an optimum average temperature with narrow thermal variation.

Source NREL/PR-5400-52818

Kandler Smith, NREL Milestone Report, 2008

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Battery health monitoring can be broken down into three categories: • Battery aging modeling: The process of developments of models that are capable of prediction battery degradation given a duty cycle • Battery SOH estimation: The process of estimating the current status of the battery in terms of degradation given a snapshot of its usage pattern • Battery RUL prediction: The process predicting how long the battery has left until it reaches its end of life, given a history of its operation Battery Health Monitoring

Main Stages of the Model-Based Prognosis: 1) State of health estimation 2) End of life prediction

Observation

DAMAGE ESTIMATION

State of health (SOH)

End of Life (EOL)

PREDICTION

Battery Life Cycle

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Battery Life Cycle

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Today’s Topic

Battery life in the context of battery electric buses

1. Using data analytics to understand long term battery aging behavior and impact of usage and climate on aging - interpretation of available data and data reduction 2. Feature engineering and machine learning algorithms to classify, cluster, regress data, 3. Warranty compliance prediction as an example

Introduction

BEB technology is mostly well understood and validated: the electric traction system, motor- inverter-mechanical transmission, is well understood. The battery , which represents some 25% of the cost of the bus, is the only subsystem that is still under development and that is critical to the successful deployment of BEBs. Cost, reliability, dependability of BEBs are largely dependent on battery performance and life .

US Bus Market: Overview

US Bus Market: Overview

What do we propose to do?  BEB battery lifespan is affected by multiple factors such as cycling and resting duty cycles, charging strategy, and environmental conditions . The same battery pack will have dramatically different expected life in different regions, and for different usage cycles  Today, BEB bus test program gives an estimated range (related to battery capacity, which is one measure of its state of health) based on very limited measurements on a chassis dynamometer, at the beginning of battery life . There is no consideration of aging and degradation in these certification tests.  There is an opportunity ( one might argue a need ) to inform Transit Agencies as to the progression of life in BEB batteries so that BEB operation, including charging, route deployment and other operational factors, can be optimized to maximize battery life, and therefore reduce fleet battery replacement costs.  Our aim is to develop a tool for fleet operators to track and monitor battery health , predict remaining useful life of BEB batteries, and provide best practices for Transit Agencies with respect to battery charging and deployment strategies.

Training Data Models require training data In this study we use simulated aging data, rather than real- world data

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Raw Data

Capacity Prediction Seeing the Future

XGBoost

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Reducing the Lookback and Forecast Periods Predictive accuracy increases with lookback period length Reducing the period under

12 months results in a noisier prediction, due to a lack of a full seasonal training cycle Lookback [wk] MAE [%] 52 4.52 65 2.05 78 3.40 91 3.01 104 1.60

System Integration End-to-End Performance

XGBoost

N-BEATS

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Combined Performance

2.5 years of Temperature, SOC, and Throughput input data XGB capacity estimations used as N-BEATS input 10yr prediction MAPE: 1.32%

Conclusion

We are working to: Develop a tool for fleet operators to • Track and monitor battery health • Predict remaining useful life of BEB batteries and provide best practices for Transit Agencies with respect to battery charging and deployment strategies.

Giorgio Rizzoni Director, Center for Automotive Research Ford Motor Company Chair in Electromechanical Systems Rizzoni.1@osu.edu

NEXTCAR Field Day and CARMEN+ Update Cam Rasey Research Partnership Manager

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CARMEN+ & NEXTCAR II: Driving the Future of Automated and Connected Transportation Cameron Rasey – CAR Project Manager

Agenda CARMEN+ (USDOT) • What is CARMEN+? • Key Milestones • How to get involved NEXTCAR II (DoE ARPA-E) • NEXTCAR II Overview • Recent Achievements • Field Day Preview

Cameron Rasey Project Manager at the Center for Automotive Research, OSU

Dr. Zak Kassas Director of the USDOT CARMEN+ University Transportation Center

Dr. Giorgio Rizzoni Lead PI – ARPA- E NEXTCAR II Program

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What is the CARMEN+ UTC?

Center for Automated Vehicle Research with Multimodal AssurEd Navigation Tier 1 University Transportation Center

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CARMEN+ Team by Focus Area PNT Cybersecurity Transportation

Automotive

Kassas, OSU Brzezinska, OSU

Yener, OSU

Ahmed, OSU Redmill, OSU

Ozguner, OSU

Ozguner, OSU

Bhat, UT

Homaifar, NCAT

Rizzoni, OSU

Deguzman, UCI

Ritchie, UCI

Toth, OSU

Humphreys, UT

Lin, OSU Chen, UCI

For more info: https://utc.engineering .osu.edu/about/leaders hip-and-investigators

Jayakrishnan, UCI

Chi-Chih, OSU

Mahmoud, NCAT

CARMEN+ 4 Main Pillars

PNT

Vehicles

Transportation

Major Facilities & Resources

TECHLAV

OSU Airport

TRC

ESL

CTR

ITS

CAR

Media Coverage

Advisory Board

CARMEN+ Advisory Board Membership

Participation in symposiums and exclusive events • Members receive prominent recognition on our official platforms, enhancing their visibility within the academic and industry spheres. Contribution through equipment donations • Research conducted with donated resources acknowledges the member and their organization, reinforcing their commitment to advancing scientific endeavors. Opportunities for collaboration • Members can leverage their expertise to contribute to projects aligned with their interests and expertise. Sponsorship of projects and students • Members can engage in consultations and establish strategic partnerships to support research initiatives and nurture talent within their field.

Research Projects Progress on improving safety and communication systems for automated vehicles, especially addressing PNT vulnerabilities.

Key Project Milestones

Bi-Annual Symposiums Virtual and in-person symposiums offered to foster knowledge exchange.

Advisory Board Industry, government, and academia stakeholders.

https://utc.engineering.osu.edu/

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Upcoming Event

9:30 AM – 12:00 PM EST OSU and USDOT Guest Speakers Agenda Highlights – Day 1

1:00 PM – 3:30 PM EST Panel Discussions: Position, Navigation & Timing (PNT), Automotive, Transportation & Cybersecurity

3:30 PM - 4:30 PM EST Poster Presentations and GPS Day Celebration

5:00 PM – 7:00 PM EST Tours – CAR and ElectroScience Lab 9:00 AM – 2:00 PM EST Tours – OSU Airport, ARC and TRC Agenda Highlights – Day 2

2024 CARMEN+ Symposium October 23rd and 24th – at the Blackwell Hotel

To receive an invite for RSVP contact: Cameron Rasey at rasey.13@osu.edu

https://utc.engineering.osu.edu/

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NEXTCAR II

https://car.osu.edu/arpa-e-nextcar-phase-ii

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NEXTCAR II

https://car.osu.edu/arpa-e-nextcar-phase-ii

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Recent Project Milestones

Vehicle Integration Testing Testing at TRC to prove the 30% fuel economy improvement over a representative baseline is nearly completed. Upgrades • Pacifica sensor suite has been upgraded to ensure a smooth field day. • City of Columbus spec traffic light rig has been added to our tools at CAR for verifying communications. Field Day Project Team • ACM has been selected by ARPA-E as the Field Day test site/partner.

https://utc.engineering.osu.edu/

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Upcoming Event – Field Day at ACM

• Spring 2025 • Ypsilanti Township, MI • Field Day will incorporate elements of VR, energy savings measurement and V2X demonstration • Team includes: NREL, MTRI and Leidos

https://utc.engineering.osu.edu/

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Join us! Follow along or simply say hello! CARMEN+ Symposium October 23 & 24 at OSU’s Blackwell Hotel Collaboration If we’ve sparked your interest, please reach out!

NEXTCAR Field Day Follow CAR on social media (Facebook or X) for future announcements on the Field Day. Interested to know more about our plug-in hybrid/autonomy fuel economy tech? Reach out!

Email rasey.13@osu.edu if interested in receiving an invite.

In-person encouraged, virtual options available.

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Transforming Intersection Safety Through Emerging Technologies For All Road Users Ekim Yurtsever Research Associate

Michele Giuliani, Vikhyat Kalra, Florida Rwejuna, Giorgio Rizzoni

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Up to the Challenge of Improving Intersection Safety

US. DOT, $100.000 Lead: CAR Dates: 2023-2025 Goal: U.S. DOT Intersection Safety Challenge - Transform intersection safety through the innovative application of emerging technologies to identify and mitigate unsafe conditions involving vehicles and vulnerable road users. CARRole: As winners of the first stage of the national Challenge, a research team at CAR proposed an Intersection System that enhances the safety of all road users by combining multi-sensor fusion, perception, AI, machine learning and active warning methodologies. The system will detect, localize and classify vehicles and road users simultaneously. Further, it will predict the movements or trajectories of all those elements in real-time and identify potential conflicts and unsafe conditions. An active warning system will utilize wireless communication and audio- visual cues to alert road users in dangerous situations.

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Proposed System: Design Pillars • Develop an intelligent Intersection Safety System (ISS) architecture to increase safety of all road users: Improving awareness of road users via visuo-audio cues and controlling intersection controls, e.g. turning all traffic-lights to red, can prevent accidents from happening. • Employ data fusion with existing and emerging sensors: Using low-cost sensors and utilizing already existing devices to get road user data and create redundancy for safety. • Augment data processing with AI/ML: Using mature deep learning based object detection algorithms and pattern recognition pipelines can improve awareness and anticipate potential conflicts. • Design a low-cost, high-impact deployment strategy: Integration with already existing intersection infrastructure to increase safety and enable rapid widespread deployment. • Use ISS as a data collection platform: Data recording and post processing for continuous learning, identifying high-risk patterns, and crash reporting. Data analytics obtained through the proposed ISS can support better intersection geometry design for improved safety.

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Proposed System: Overview

An intelligent Intersection Safety System (ISS) architecture to increase safety of all road users

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Stage 1B update

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Timeline

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Stage 1B: The intersection at the Turner- Fairbank Highway Research Center

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Stage 1B: Complex scenarios

Stage 1B tasks: 1.Object detection and tracking 2.Trajectory prediction 3.Conflict detection

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Our system at work

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Lidar-based 3D object detection

Yurtsever, E., Erçelik, E., Liu, M., Yang, Z., Zhang, H., Topçam, P., ... & Knoll, A. (2022). 3D Object Detection with a Self-supervised Lidar Scene Flow Backbone. arXiv preprint arXiv:2205.00705 .

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Object detection, tracking and behavior prediction

Yurtsever, E., Lambert, J., Carballo, A., & Takeda, K. (2020). A survey of autonomous driving: Common practices and emerging technologies. IEEE access, 8, 58443-58469.

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Multi-frame Lidar Camera fusion

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Conclusions • We proposed an intelligent Intersection Safety System (ISS) architecture to increase safety of all road users: Improving awareness of road users via visuo-audio cues and controlling intersection controls, e.g. turning all traffic-lights to red, can prevent accidents from happening. • We developed data fusion methods utilizing existing and emerging sensors: Using low-cost sensors and utilizing already existing infrastructure • Received the US DOT Intersection Safety Challenge Phase 1A award • Submitted our results for Phase 1B

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Questions? yurtsever.2@osu.edu

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Motorsports Team Updates

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Buckeye Solar Racing Rita Kret Jon Guo President Vice President

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Buckeye Solar Racing EAB Presentation 10/04/2024

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Meet your presenters

President Rita Kret

VP Jon Guo

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Contents

• Background • Racing • Goals

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Solar racing, an overview

Efficient design is key! 140

The races

Formula Sun Grand Prix American Solar Challenge 3-day track racing event 8-day cross-country race World Solar Challenge 8-day cross-country race

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Background • Autumn 2022 – vehicle donation from WMU  Only aeroshell, suspension, and solar array were kept • Raced in FSGP 2023 and 2024

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FSGP 2024 Key Improvements 1. Solar array

2. Canopy 3. Brakes

Performance • Placed 13th with Farasi II • 52 laps, 165 miles

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Next race • New vehicle design o Spring 2024 • Regulations change o Solar array o 4m 2 to 6m 2 o Battery

o Weight to capacitance

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Next race • New vehicle design o Spring 2024 • Regulations change o Solar array o 4m 2 to 6m 2 o Battery o Weight to capacitance

Goal: Race in FSGP/ASC 2026 with our new vehicle, Suyra

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Our team • 40+ Members • 4 Sub-teams

o Aerodynamics o Structural o Electrical o Business • 400+ miles logged with Farasi II

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Aerodynamics • Efficient design

o Catamaran to bullet o Lower drag • Aeroshell and canopy o 75% weight decrease • Top-shell hinging o Higher irradiance

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• Chassis & roll cage o Weight reduction • Suspension o First in-house design Structural

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Electrical

• Telemetry o Wireless up to 3 miles • Battery o 11-18 MJ • Solar array o 1200-1600 W

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Business

• Sponsorships • Media & marketing • Outreach

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Looking ahead Goal: Compete in 2026 ASC with new vehicle Milestones: • Dec 2024: Design finished • Aug 2025: Manufacturing finished • Jun 2026: Compete in FSGP, qualify for ASC • 206 miles/day, or 308 miles for 2 consecutive days

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@buckeyesolar

Thank you Contact

Rita Kret: kret.9@osu.edu Jon Guo: guo.2051@osu.edu

@Buckeye Solar Racing

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Battery Workforce Challenge David DeLisle Sumiran Maiskar Project Manager Engineering Manager

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Buckeye BattChallenge AU24 EAB Meeting 10/04/2024

Introductions

David DeLisle Graduate Research Associate - ECE Project Manager, Battery Workforce Challenge Started Autumn 2023 Sumiran Maiskar Graduate Research Associate - MAE Engineering Manager, Battery Workforce Challenge Started Autumn 2024

1 5 5

Overview Introduction Competition Overview Team Structure Student Engagement Current Progress Conclusion

05/11/2024 – BWC End-of-Year Competition Team Photo

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• We are an Advanced Vehicle Technology Competition (AVTC) • Objective: To build and integrate a Battery Pack into a Battery Electric Vehicle • We work in collaboration with Columbus State Community College • Year 2 focuses on Module design, validation, and prototyping

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YEAR 1

YEAR 2

YEAR 3

Vehicle System Integration

Team Building, Cell Characterization

Module Design

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Source: Stellantis

ORGANIZERS

COMPETITION SPONSORS

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12 Selected Universities Across North America

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Competition Cell

• 21700 Cylindrical Cell Format • NMC Cathode Chemistry Samsung INR21700-50G

What are our challenges with creating a HVBS?

Thermal Management Strategy

Cell Configuration

HVBS Packaging & Cell Welding

Safety Mechanisms

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2024 Ram ProMaster EV

• Commercial “Last Mile” delivery model • Unibody design • 110 kWh battery pack • 162 mi city driving range • 159-inch wheelbase • Theorized to arrive at CAR in Spring 2025

Source: BattChallenge Flickr

Presented HVBS Engineering Challenges: • Energy Density : Maximizing endurance and performance. • Battery Pack Design : Focus on serviceability and recyclability. • Thermal Management : Ensuring optimal temperature control. • Noise, Vibration, and Harshness (NVH) : Addressing comfort and durability concerns. • Pack-Vehicle Integration : Hardware and software integration for efficiency and performance.

Source: Stellantis https://media.stellantisnorthamerica.com/newsrelease.do?id=25617&mid=1

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Department Structure

Electrical Hardware

Mechanical Hardware

Software Development

Project Management

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Y2 Deliverable Overview The subgroups for the teams based on scope of the deliverable are -

Electrical Hardware Battery Disconnect Unit Design Bench Testing of Module Battery Simulation (Chroma Simulator) HVIL Circuit Development Creepage, Clearance and Isolation

Mechanical Hardware

Module Design Thermal System Design Simulation (GT Suite) Hardware Testing Module and pack assembly

Source: Gamma Technologies

Source: Accelonix

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Y2 Deliverable Overview The subgroups for the teams based on scope of the deliverable are -

Software BMS Algorithms Control and Monitoring CAN Communication Software Development Lifecycle Software Architecture xIL Testing

Recycling Recycling Modeling Design for Recyclability

BatPac – Design vs Cost Analysis GREET -Lifecycle management EverBatt – Recycling and Supply Chain

Source: Predictable Designs

Source: Bay County

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Student Demographics

We have students from 8-Countries:

6 Female

• USA • Italy • Egypt • South Korea

Our 27-student team represents both Ohio State and Columbus State.

• India • Taiwan • Columbia • China

21 Male

Middle Eastern

Black

5 Columbus State

White

1 1

Hispanic

8 Graduate

4

12

Ethnicity!

19 Undergraduate

Electrical/Computer Engineering Mechanical Engineering Automotive Technology …And more!

Asian

9

1 6 6

Student Engagement & Institutional Collaboration Next Steps in Education: • Interdisciplinary team structure • Flexible team dynamics across departments • Institutional partnerships with defined deliverables • Agile-hybrid project methodologies • Emphasis on individual task ownership • Enhanced professional and industry networking opportunities

End of Year 1 Competition Expo

Engagement: • Weekly team meetings with advisors and CSCC members • Regular tracking of progress across institutions to improve teamwork and meet deliverables Challenges: • Recruitment and retention of team members • Maintaining consistent communication

04/08/2024 CSCC Knowledge Sharing Session

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Y1 Awards & Performance Best Team Collaboration Plan • Our team has the best plan (Parts A and B) and execution for coordinating with our vocational partner, CSCC. Best Mid-year Team Status Presentation • During our winter workshop, our team had the best mid-year presentation, facilitated by Project Manager David DeLisle and CSCC BattScholar Liaison Joe Borgerson. Best Project Management • Our team was awarded best overall project management, specifically addressed to David DeLisle. Best Cell Characterization Analysis Report and Test Plan • Both the Analysis Report and Test Plan were awarded for being the competition’s best cell characterization deliverables. Outstanding Vocational Instructor • Our vocational instructors at CSCC, Steve Levin and Ian Andrews, were recognized for their efforts in the competition. 2nd Place Overall • We earned enough points throughout year 1 to place second overall, narrowly missing first place.

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Community Outreach Our team has actively organized and participated in local outreach, including: • Four youth outreach events at underserved community schools. • Connecting with community leaders, like House Minority Leader C. Allison Russo. • Attending the inauguration of Forsee Power’s facility in Hilliard, OH. This year, we are expanding our efforts to reach even more schools and strengthen community engagement.

07/18/2024 CampCAR Youth Event

04/10/2024 Collaborative EcoCAR & BWC Event at Columbus Africentric MS​

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Next Steps

• Module design finalization • Modeling & simulation • Welding strategy • Safety and machine shop training • Workplace design • Gather recyclability & serviceability insights • Continue knowledge sharing sessions; skills development

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Thank you!

@battchallengeosu

BattChallengeOSU

BattChallenge Ohio State

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Buckeye AutoDrive Gowrav Mannem Lead Project Manager

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Buckeye AutoDrive

Presenter

Lead Project Manager (Aug ‘23 – Present) Mobility Innovation Lead (Aug ‘23 – May ‘24) Project Manager (Jan ‘23 – May ‘23) Perception Team Member (Aug ‘22 – Dec ‘22)

Gowrav Mannem BS Math ’26 Minors: CS and Business mannem.3@osu.edu

SAE/GM AutoDrive Challenge II

3 2 1

Built Sensor and Perception Modules Tested on a Cart Moved from cart to vehicle Added AV infrastructure to vehicle Enhanced the capabilities of vehicle Leveraged simulation for edge case scenarios

Over the course of 5 years, our team is tasked with achieving Level 4 autonomy for a 2022 Chevy Bolt EUV capable of navigating urban areas.

Develop secondary localization systems Make vehicle subsystems more robust 4 Aim to reach Level 4 Autonomy 5

We are here

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Sensors Stack Evolution

Yr 3 : 4 Cameras, 3 LiDAR, GNSS/IMU, V2X

Yr 1 : 1 Camera & 1 LiDAR

Yr 2 : 1 Camera, 1 LiDAR, GNSS/IMU

Yr 4: Add Sensors in Front Fascia

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Static Events

1. Project Leadership​ 2. Mobility Innovation​ 3. Software Requirement Specification​ 4. Concept Design​ 5. MathWorks Simulation Challenge 6. System Safety & Technical

Total: 500 Points

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Dynamic Events 1) V2X Challenge 2) DIY Course Challenge 3) 99% Buyoff Ride Challenge 4) Localization Challenge 5) HMI Challenge Total: 500 Points Grand total for Year 4: 1000 Points

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Meet the Team

17 9

Operations

Mobility Innovation

Safety

Planning & Controls

Perception

Sensors

Hardware

Vehicle Integration

Testing & Pipeline

18 0

Team Demographics

~ 90

65 %

Members

New Members

18 1

Past Performance

Year 2: 1. Placed 6th Overall 2. 3rd in Project Management 3. 3rd in Systems Safety 4. 3rd in Simulation Challenge Year 3: 1. Placed 4th Overall 2. 3rd in Simulation Challenge

Year 1: 1. Placed 2nd overall 2. 2nd in Project Management 3. 3rd in Dynamic Obstacles 4. 3rd in Simulation Challenge 5. 2nd in Systems Safety

10 participating teams

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Year 3 Competition

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Goals for Year 4

1 Win 1st place overall at year 4 competition

2 Complete vehicle by Reveal Day in May 2025

3 Nurture future team leaders & engineers

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Design Objectives

Human Machine Interface

Secondary Localization

Increased Safety

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Thank you for your support!

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Break

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Formula Buckeyes Colin Mullan Mitchell Hooper 2024 President Business Director

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EAB 2024

Presenters

Colin Mullan 2024 President

Mitchell Hooper Business Director

Agenda

1

2

3

4

The Team

2024 Review

2025 Plans

Team Future

What We Do

One of the longest standing student project teams here at Ohio State: competing in FSAE since the 1990s Static - Design - Cost - Presentation - Efficiency Dynamic - Skidpad - Accel - Autocross - Endurance

Who We Are

~175 Members

20 Leadership

11 Subteams

Season Recap

1st place overall - FSAE Michigan

120 entered teams OSU’s best EVER finish

-

-

1st: AutoX

2nd: Business Presentation 4th: Design

- - -

-

1st: Endurance

2nd: Accel

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Season Recap

1st: Pittsburgh Shootout

1st: AutoX 1st Skidpad

-

-

1st: Oakland GP

Season Recap - Video

The Transition to EV is Now.

2025 Goals

Knowledge Transfer

Future Design Cycle Plans

Top 10 EV

EV Ethos

Learn valuable EV experience while building a dominant race car

Engineering shifting to EV

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Speed > Range

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New design challenges

46

-

29

Compete with the best FSAE teams in the world

-

EV Redesign

The levels to the propulsion switch:

3. Redesign Reduction

1. Reliability

2. Replaceability

FB-25 - Today

Battery Pack

Electric Motors

FB-25 - And Beyond 2026

2027

2 in-hub motors

➔ In-hub rear motors

Added EV Costs

2024 Actual

2025 Projected

$46,855

$86,110

Expected Annual Spend

85k+

$85k+

$85k+

2025

2026

2027+

Thank You Sponsors!

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