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<j3>Cambridge EnerTech's <h1>Battery Intelligence for Automotive Applications </h1>
<h2>How Smart Analysis of Your Battery Data Can Drive On-Time New Vehicle Launches, Optimal Performance, and Increased Margins</h2>
<h4>December 6-7, 2022 | San Diego, CA</h4>
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<p> </p>
<p>As the battery market rapidly increases so does the need to optimize lifetime performance. For OEMs, battery pack manufacturers, electric fleet managers, and Electric Vehicle (EV), the key to unlocking battery life lies in the
data. Core potential of battery data when utilizing machine learning and data analytics methods can accurately determine, predict, and improve battery life. To achieve high battery efficiency and operational reliability,
predictive intelligence, and data analytics will play key roles as artificial intelligence becomes more disruptive in the battery technology space. The <strong>Battery Intelligence for Automotive Applications</strong> symposium
will bring thought leaders from industry and academia to discuss how organizations can use battery intelligence to improve battery life significantly and continuously.</p>
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</p>
<div class="presentationAbstract">
<p>Over the last decade, pharmaceutical co-innovation partnerships have gotten new life-saving products to market faster. Given the importance decreasing time-to-market for battery innovations, we discuss how the
playbook for accelerated drug discovery is being adapted to the battery industry. We compare and contrast these two industries from both business and technical perspectives, discuss how co-innovation partnerships
are being successfully structured for battery R&D, and showcase several case studies from Aionics partners<br></p>
</div>
</div>
</div>
</div>
<div class="SessionBlockItem">
<div class="presentationBlock">
<div class="Session"><span class="startDateTime">9:20 am</span>
<p>Every Battery-Powered Company is a Data Company: What It Takes to Win<br></p>
</div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="TalSholklapper"></a>
<span class="SpeakerFl">
<img class="speaker-photo img-responsive" alt="" src="/images/default-source/speakerphotos/sholklapper_tal-jpg_20dcc879-2a6d-45ac-85b1-1fe852bca823.tmb-.jpg?Status=Master&sfvrsn=15b18df6_0"
onerror="this.onerror = null; this.src='https://chi-cloud.s3.amazonaws.com/web-images/Speaker.jpg';">
</span> Tal Sholklapper, CEO & Co-Founder, Voltaiq, Inc.
</p>
<div class="presentationAbstract">
<p>As the automotive industry enters a second phase of electrification with clearly defined leaders, OEMs are using Enterprise Battery IntelligenceTM (EBI) platforms to get products to market faster to create
sustainable competitive advantage. With EBI, OEMs are delivering on their roadmaps by moving away from black box technologies, improving traditional performance indicators to lower consumer barriers to entry, and
leveraging efficiencies across the supply chain to ensure best-in-class results.<br></p>
</div>
</div>
</div>
</div>
<div class="SessionBlockItem">
<div class="presentationBlock PanelDiscussion">
<div class="Session"><span class="startDateTime">9:40 am</span> <span class="keyNoteText">MODERATED Q&A:</span>
<p>Session Wrap-Up</p>
<div class="moderatorsHeading">PANEL MODERATOR:</div>
</div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="AustinSendek"></a> Austin Sendek, PhD, Founder/CEO, Aionics, Inc.; Adjunct Professor, Stanford University
</p>
<div class="presentationAbstract"></div>
</div>
<div class="panelistsHeading">PANELISTS:</div>
<div class="Session"></div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="SusanBabinec"></a> Susan Babinec, Program Lead, Stationary Storage, Argonne Collaborative Center for Energy Storage Science (ACCESS), Argonne National Laboratory
</p>
<div class="presentationAbstract"></div>
</div>
<div class="Session"></div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="TalSholklapper"></a> Tal Sholklapper, CEO & Co-Founder, Voltaiq, Inc.
</p>
<div class="presentationAbstract"></div>
</div>
</div>
</div>
</div>
</div>
<div class="scheduleBlockContent">
<div class="TextBlock schTextBlock tableContent">
<div class="Session leftContent">
<div><span class="startDateTime">9:55 am</span>Grand Opening Coffee Break in the Exhibit Hall with Poster Viewing</div>
</div>
<div class="rightContent"></div>
</div>
</div>
<div class="scheduleBlockContent">
<div class="sessionBlock">
<div class="SessionBlockItem">
<h1 class="Header SessionHeader">CHARGING</h1>
</div>
<div class="SessionBlockItem">
<div class="presentationBlock">
<div class="Session"><span class="startDateTime">10:35 am</span>
<p>Chairperson's Remarks</p>
</div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="StephanRohr"></a> Stephan Rohr, Founder & Co-CEO, TWAICE
</p>
<div class="presentationAbstract"></div>
</div>
</div>
</div>
<div class="SessionBlockItem">
<div class="presentationBlock">
<div class="Session"><span class="startDateTime">10:40 am</span>
<p>Charging Algorithms – Powered by Machine Learning<br></p>
</div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="KostyantynKhomutov"></a>
<span class="SpeakerFl">
<img class="speaker-photo img-responsive" alt="" src="/images/default-source/speakerphotos/khomutov_kostyantyn-jpg_b10fef2b-c89d-4318-9de3-22f96491748b.tmb-.jpg?Status=Master&sfvrsn=5b92acb8_0"
onerror="this.onerror = null; this.src='https://chi-cloud.s3.amazonaws.com/web-images/Speaker.jpg';">
</span> Kostyantyn Khomutov, Co-Founder and CEO, GBatteries
</p>
<div class="presentationAbstract">
<p>GBatteries will present an innovative and compelling way to charge unaltered Li-ion batteries, powered by machine learning. One which reduces irreversible chemical reactions and allows for ultra-fast
charging.<br></p>
</div>
</div>
</div>
</div>
<div class="SessionBlockItem">
<div class="presentationBlock">
<div class="Session"><span class="startDateTime">11:00 am</span>
<p>Ultra Power Dynamic Charging System for EV<br></p>
</div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="TakamitsuTajima"></a>
<span class="SpeakerFl">
<img class="speaker-photo img-responsive" alt="" src="/images/default-source/speakerphotos/tajima_takamitsu-jpg_8b3e8288-af1f-401b-b345-380f3342eb87.tmb-.jpg?Status=Master&sfvrsn=1c21c214_0"
onerror="this.onerror = null; this.src='https://chi-cloud.s3.amazonaws.com/web-images/Speaker.jpg';">
</span> Takamitsu Tajima, Chief Engineer, EV Development, Honda R&D Co. Ltd.
</p>
<div class="presentationAbstract">
<p>This presentation details a dynamic charging system, achieving an unlimited EV cruising range by charging the EV at high power during cruising. This system would help make it possible to finish battery charging
in a short time by contact with the EV while cruising and enable drivers to freely cruise their intended routes after charging.<br></p>
</div>
</div>
</div>
</div>
<div class="SessionBlockItem">
<div class="presentationBlock">
<div class="Session"><span class="startDateTime">11:20 am</span> <img class="sp-logo pull-right" src="https://ciiprodexhpet.blob.core.windows.net/company-photos/aabc220300-iontra-llc-companyLogo-WebReady.png">How to
Double Cycle Life and Fast Charge Speed at the Same Time, without Changing the Battery</div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="DanielHiggs"></a>
<span class="SpeakerFl">
<img class="speaker-photo img-responsive" alt="" src="https://ciiprodexhpet.blob.core.windows.net/speaker-photos/aabc220300-iontra-llc-Daniel-Higgs-20-Minute-Presentation.jfif"
onerror="this.onerror = null; this.src='https://chi-cloud.s3.amazonaws.com/web-images/Speaker.jpg';">
</span> Daniel Higgs, PhD, Director of Revenue, Iontra, LLC
</p>
<div class="presentationAbstract">
<p>This presentation will provide conclusive electrochemical data showing how we achieve double the charge speed and double the cycle life on today's commercial cells with our proprietary, scalable charging
technology. Iontra has spent the past few years in stealth mode understanding how batteries want to be charged, then providing them with a charging environment that results in minimal degradation, maximum cell
health, faster charging, longer life, and lower temperature charging.</p>
<p><input id="hippowiz-ass-injected" type="hidden" value="true"><input id="hvmessage-toextension-listener" type="hidden" value="none"></p>
</div>
</div>
</div>
</div>
<div class="SessionBlockItem">
<div class="presentationBlock PanelDiscussion">
<div class="Session"><span class="startDateTime">11:40 am</span> <span class="keyNoteText">MODERATED Q&A:</span>
<p>Session Wrap-Up</p>
<div class="moderatorsHeading">PANEL MODERATOR:</div>
</div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="StephanRohr"></a> Stephan Rohr, Founder & Co-CEO, TWAICE
</p>
<div class="presentationAbstract"></div>
</div>
<div class="panelistsHeading">PANELISTS:</div>
<div class="Session"></div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="KostyantynKhomutov"></a> Kostyantyn Khomutov, Co-Founder and CEO, GBatteries
</p>
<div class="presentationAbstract"></div>
</div>
<div class="Session"></div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="TakamitsuTajima"></a> Takamitsu Tajima, Chief Engineer, EV Development, Honda R&D Co. Ltd.
</p>
<div class="presentationAbstract"></div>
</div>
</div>
</div>
</div>
</div>
<div class="scheduleBlockContent">
<div class="TextBlock schTextBlock tableContent">
<div class="Session leftContent">
<div><span class="startDateTime">11:55 am</span>Networking Lunch</div>
</div>
<div class="rightContent"><img class="sp-logo pull-right myImg"
src="https://cii-stage.serverside.net/images/default-source/companylogos/aabc220300-ascend-elements-companylogo-vcpready-png_58780132-ab82-41df-a917-405e7c1082a0.png?Status=Master&sfvrsn=b3fa404d_0" alt=""></div>
</div>
</div>
<div class="scheduleBlockContent">
<div class="sessionBlock">
<div class="SessionBlockItem">
<h1 class="Header SessionHeader">DEGRADATION</h1>
</div>
<div class="SessionBlockItem">
<div class="presentationBlock">
<div class="Session"><span class="startDateTime">12:55 pm</span>
<p>Chairperson's Remarks</p>
</div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="YatishPatel"></a> Yatish Patel, PhD, Research Associate Mechanics of Materials, Mechanical Engineering, Imperial College, London
</p>
<div class="presentationAbstract"></div>
</div>
</div>
</div>
<div class="SessionBlockItem">
<div class="presentationBlock">
<div class="Session"><span class="startDateTime">1:00 pm</span>
<p>Lithium-ion Battery Degradation: What You Need to Know and How to Model and Diagnose It<br></p>
</div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="YatishPatel"></a>
<span class="SpeakerFl">
<img class="speaker-photo img-responsive" alt="" src="/images/default-source/speakerphotos/patel_yatish-jpg_55f8eeaa-2ba9-430e-ba37-2b3b86e2e232.tmb-.jpg?Status=Master&sfvrsn=5551ad96_0"
onerror="this.onerror = null; this.src='https://chi-cloud.s3.amazonaws.com/web-images/Speaker.jpg';">
</span> Yatish Patel, PhD, Research Associate Mechanics of Materials, Mechanical Engineering, Imperial College, London
</p>
<div class="presentationAbstract">
<p>This presentation will focus on developing novel diagnostic and state estimation techniques which uniquely take advantage of the temperature of the cell and not just voltage and current. The latest work uses
knowledge of the entropic behavior of the individual electrodes to extract loss of lithium inventory (LLI), loss of active material (LAM), or stoichiometric drift, under realistic real-world operating
conditions.<br></p>
</div>
</div>
</div>
</div>
<div class="SessionBlockItem">
<div class="presentationBlock">
<div class="Session"><span class="startDateTime">1:20 pm</span>
<p>Online Degradation Mode Diagnosis for Lithium-ion Batteries with Artificial Intelligence<br></p>
</div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="WeihanLi"></a>
<span class="SpeakerFl">
<img class="speaker-photo img-responsive" alt="" src="/images/default-source/speakerphotos/li_weihan-jpg_6a99d513-9d53-4dad-b8b6-2da666b5b3c8.tmb-.jpg?Status=Master&sfvrsn=daca9876_0"
onerror="this.onerror = null; this.src='https://chi-cloud.s3.amazonaws.com/web-images/Speaker.jpg';">
</span> Weihan Li, Independent Junior Research Group Leader, RWTH Aachen University
</p>
<div class="presentationAbstract">
<p>By collecting battery data from the field and building up the battery digital twin in the cloud, the degradation of batteries can be monitored online on electrode level and the information regarding the
degradation modes can be extracted from the data. Here, we present a degradation diagnosis framework for lithium-ion batteries by integrating field data, impedance-based modeling, and artificial intelligence,
revolutionizing the degradation identification with accurate and robust estimation of both capacity and power fade together with degradation mode analysis.<br></p>
</div>
</div>
</div>
</div>
<div class="SessionBlockItem">
<div class="presentationBlock">
<div class="Session"><span class="startDateTime">1:40 pm</span> <img class="sp-logo pull-right"
src="https://ciiprodexhpet.blob.core.windows.net/company-photos/aabc220300-accure-battery-intelligence-gmbh-companyLogo-WebReady.png">Maximize the Value of Data: Ensure the Safety and Performance of Batteries in
Buses, Trucks, and Passenger Vehicles</div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="Kai-PhilippKairies"></a>
<span class="SpeakerFl">
<img class="speaker-photo img-responsive" alt="" src="https://ciiprodexhpet.blob.core.windows.net/speaker-photos/aabc220300-accure-battery-intelligence-gmbh-Kai-Philipp-Kairies-20-Minute-Presentation.jpg"
onerror="this.onerror = null; this.src='https://chi-cloud.s3.amazonaws.com/web-images/Speaker.jpg';">
</span> Kai-Philipp Kairies, PhD, CEO and Co-founder, ACCURE Battery Intelligence
</p>
<div class="presentationAbstract">
<p>Many companies underutilize the data volumes produced by batteries in operation. At the same time, new analytics methods are available to provide valuable insights that reduce risks, increase performance, and
extend battery lifetimes. Dr. Kai-Philipp Kairies, CEO of ACCURE Battery Intelligence, will share perspective and case studies involving battery electric buses, last-mile trucks, and passenger vehicles.</p>
</div>
</div>
</div>
</div>
<div class="SessionBlockItem">
<div class="presentationBlock PanelDiscussion">
<div class="Session"><span class="startDateTime">2:00 pm</span> <span class="keyNoteText">MODERATED Q&A:</span>
<p>Session Wrap-Up</p>
<div class="moderatorsHeading">PANEL MODERATOR:</div>
</div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="YatishPatel"></a> Yatish Patel, PhD, Research Associate Mechanics of Materials, Mechanical Engineering, Imperial College, London
</p>
<div class="presentationAbstract"></div>
</div>
<div class="panelistsHeading">PANELISTS:</div>
<div class="Session"></div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="WeihanLi"></a> Weihan Li, Independent Junior Research Group Leader, RWTH Aachen University
</p>
<div class="presentationAbstract"></div>
</div>
<div class="Session"></div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="Kai-PhilippKairies"></a> Kai-Philipp Kairies, PhD, CEO and Co-founder, ACCURE Battery Intelligence
</p>
<div class="presentationAbstract"></div>
</div>
</div>
</div>
</div>
</div>
<div class="scheduleBlockContent">
<div class="TextBlock schTextBlock tableContent">
<div class="Session leftContent">
<div><span class="startDateTime">2:15 pm</span>Refreshment Break in the Exhibit Hall with Poster Viewing</div>
</div>
<div class="rightContent"></div>
</div>
</div>
<div class="scheduleBlockContent">
<div class="sessionBlock">
<div class="SessionBlockItem">
<h1 class="Header SessionHeader">BATTERY DEGRADATION</h1>
</div>
<div class="SessionBlockItem">
<div class="presentationBlock">
<div class="Session"><span class="startDateTime">2:55 pm</span>
<p>Chairperson's Remarks<br></p>
</div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="YatishPatel"></a> Yatish Patel, PhD, Research Associate Mechanics of Materials, Mechanical Engineering, Imperial College, London
</p>
<div class="presentationAbstract"></div>
</div>
</div>
</div>
<div class="SessionBlockItem">
<div class="presentationBlock">
<div class="Session"><span class="startDateTime">3:00 pm</span>
<p>Safety Risk Classification of Lithium-ion Batteries Based on Machine Learning Methodology<br></p>
</div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="JunXu"></a>
<span class="SpeakerFl">
<img class="speaker-photo img-responsive" alt="" src="/images/default-source/speakerphotos/xu_jun-jpg_a8afeced-aef3-4a7d-a116-67650cd0f61b.tmb-.jpg?Status=Master&sfvrsn=615ca68b_0"
onerror="this.onerror = null; this.src='https://chi-cloud.s3.amazonaws.com/web-images/Speaker.jpg';">
</span> Jun Xu, PhD, Associate Professor, Mechanical Engineering & Engineering Science, University of North Carolina, Charlotte
</p>
<div class="presentationAbstract">
<p>How to establish a fast and accurate model with physics implications still remains an unsolved headache for the community. Herein, we establish a battery safety risk classification modeling framework based on a
machine learning algorithm that can accurately and rapidly classify the potential safety risk level.<br></p>
</div>
</div>
</div>
</div>
<div class="SessionBlockItem">
<div class="presentationBlock">
<div class="Session"><span class="startDateTime">3:20 pm</span>
<p>Early Warning Software Solution for Prognostics and Prevention of Thermal Runaway and Other Lithium Battery Hazards</p>
</div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="NilesFleischer"></a>
<span class="SpeakerFl">
<img class="speaker-photo img-responsive" alt="" src="/images/default-source/speakerphotos/fleischer_niles-jpg_1a336998-2689-4e60-8342-ea227e65dfab.tmb-.jpg?Status=Master&sfvrsn=d6ba2753_0"
onerror="this.onerror = null; this.src='https://chi-cloud.s3.amazonaws.com/web-images/Speaker.jpg';">
</span> Niles Fleischer, CEO, ALGOLiON Ltd.
</p>
<div class="presentationAbstract">
<p>ALGOLiON has developed quantitative algorithms in software solutions that extends the early warning period of thermal runaway from seconds to days. The software can be integrated as an embedded solution in the
BMS, on cloud platforms for telematic data, and as programs for diagnostic instruments and OBD applications. The method works by monitoring battery current and voltage that are affected by changes in cell
chemistry due to precursor defects prior to failure. The advance warning is sufficient for initiating appropriate preventive action to protect products and people.<br></p>
</div>
</div>
</div>
</div>
<div class="SessionBlockItem">
<div class="presentationBlock">
<div class="Session"><span class="startDateTime">3:40 pm</span> <img class="sp-logo pull-right"
src="https://ciiprodexhpet.blob.core.windows.net/company-photos/aabc220300-twaice-technologies-gmbh-companyLogo-WebReady.png">Eliminating Risk and Enabling Opportunities in Development & In-Life of Batteries
with Hybrid Simulation Models</div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="StephanRohr"></a>
<span class="SpeakerFl">
<img class="speaker-photo img-responsive" alt="" src="https://ciiprodexhpet.blob.core.windows.net/speaker-photos/aabc220300-twaice-technologies-gmbh-Stephan-Rohr-Panelist-Role.jpg"
onerror="this.onerror = null; this.src='https://chi-cloud.s3.amazonaws.com/web-images/Speaker.jpg';">
</span> Stephan Rohr, PhD, Co-Founder & Co-CEO, TWAICE
</p>
<div class="presentationAbstract">
<p>While virtual development and the use of simulations are increasingly adopted, combining the development phase with actual performance in the field remains difficult. Hybrid models are a unique technology that
enables accurate development and in-life insights. As a result, the risks such as warranty cases can be mitigated and opportunities such as improved spare part management can be capitalized on. A current case
from the automotive industry will be presented. </p>
</div>
</div>
</div>
</div>
<div class="SessionBlockItem">
<div class="presentationBlock PanelDiscussion">
<div class="Session"><span class="startDateTime">4:00 pm</span> <span class="keyNoteText">MODERATED Q&A:</span>
<p>Session Wrap-Up</p>
<div class="moderatorsHeading">PANEL MODERATOR:</div>
</div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="YatishPatel"></a> Yatish Patel, PhD, Research Associate Mechanics of Materials, Mechanical Engineering, Imperial College, London
</p>
<div class="presentationAbstract"></div>
</div>
<div class="panelistsHeading">PANELISTS:</div>
<div class="Session"></div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="NilesFleischer"></a> Niles Fleischer, CEO, ALGOLiON Ltd.
</p>
<div class="presentationAbstract"></div>
</div>
<div class="Session"></div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="StephanRohr"></a> Stephan Rohr, PhD, Co-Founder & Co-CEO, TWAICE
</p>
<div class="presentationAbstract"></div>
</div>
</div>
</div>
<div class="SessionBlockItem">
<div class="presentationBlock">
<div class="Session"><span class="startDateTime">4:15 pm</span>
<p>Chairperson's Remarks</p>
</div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="BarbaraHughes"></a> Barbara Hughes, Director of Energy Storage, Forge Nano
</p>
<div class="presentationAbstract"></div>
</div>
</div>
</div>
<div class="SessionBlockItem">
<div class="presentationBlock">
<div class="Session"><span class="startDateTime">4:20 pm</span>
<p>Machine Learning for Materials</p>
</div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="ShijingSun"></a>
<span class="SpeakerFl">
<img class="speaker-photo img-responsive" alt="" src="/images/default-source/speakerphotos/sun_shijing-jpeg_fdc620a1-3a83-4605-a34e-ff4f17082bca.tmb-.jpeg?Status=Master&sfvrsn=3845666e_1"
onerror="this.onerror = null; this.src='https://chi-cloud.s3.amazonaws.com/web-images/Speaker.jpg';">
</span> Shijing Sun, PhD, Research Scientist, Energy & Materials, Toyota Research Institute
</p>
<div class="presentationAbstract">
<p>This talk will focus on autonomous materials research. We will discuss the recent progress and future challenges in machine learning for materials.<br></p>
</div>
</div>
</div>
</div>
<div class="SessionBlockItem">
<div class="presentationBlock">
<div class="Session"><span class="startDateTime">4:40 pm</span>
<p>A Holistic Systems Approach for Lithium Metal Battery Development<br></p>
</div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="RichardWang"></a>
<span class="SpeakerFl">
<img class="speaker-photo img-responsive" alt="" src="/images/default-source/speakerphotos/wang_richard-jpg_ad6ac91b-6a59-4af3-b4cb-781ab8f9aa57.tmb-.jpg?Status=Master&sfvrsn=bf3383bf_2"
onerror="this.onerror = null; this.src='https://chi-cloud.s3.amazonaws.com/web-images/Speaker.jpg';">
</span> Richard Wang, CEO & Founder, Cuberg
</p>
<div class="presentationAbstract">
<p>Successful commercial innovation in battery technology is uniquely difficult because of interrelated and coupled challenges stemming from atomic-scale all the way through GWh-level manufacturing. Cuberg, as part
of Northvolt, has pioneered a vertically-integrated approach toward battery innovation that combines excellence in simulation, data science, high-throughput testing, cell design, process development, supply
chain, and customer distribution to deliver the world's first lithium metal battery at commercial scale.<br></p>
</div>
</div>
</div>
</div>
<div class="SessionBlockItem">
<div class="presentationBlock">
<div class="Session"><span class="startDateTime">5:00 pm</span>
<p>Intelligent Data-Physics Integration for Batteries Characterization<br></p>
</div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="JunerZhu"></a>
<span class="SpeakerFl">
<img class="speaker-photo img-responsive" alt="" src="/images/default-source/speakerphotos/zhu_juner-jpg_e03a481b-4a8c-4a65-8b6c-2672cfe8df65.tmb-.jpg?Status=Master&sfvrsn=8cb6021b_0"
onerror="this.onerror = null; this.src='https://chi-cloud.s3.amazonaws.com/web-images/Speaker.jpg';">
</span> Juner Zhu, PhD, Assistant Professor, Northeastern University; Co-Director, MIT Industrial Battery Consortium
</p>
<div class="presentationAbstract">
<p>We demonstrated the use of the powerful machine learning tool to develop the “safety envelope” of lithium-ion batteries for electric vehicles that provides the range of mechanical loading conditions ensuring
safe operation. The daunting challenge of obtaining a large databank of battery tests was overcome by utilizing a high-accuracy finite element model of a pouch cell to generate over 2500 numerical
simulations.<br></p>
</div>
</div>
</div>
</div>
<div class="SessionBlockItem">
<div class="presentationBlock">
<div class="Session"><span class="startDateTime">5:20 pm</span> <img class="sp-logo pull-right"
src="https://cii-stage.serverside.net/images/default-source/companylogos/amp-logo-header-png_affadb23-9a85-4292-9da9-8e1ae589906f.png?Status=Master&sfvrsn=bb7f99de_0">Solving the 'Duck Curve' with Vehicle
Energy Management</div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="MattKnoche"></a>
<span class="SpeakerFl">
<img class="speaker-photo img-responsive" alt="" src="https://ciiprodexhpet.blob.core.windows.net/speaker-photos/aabc220300-auto-motive-power-inc-Matt-Knoche-20-Minute-Presentation.png"
onerror="this.onerror = null; this.src='https://chi-cloud.s3.amazonaws.com/web-images/Speaker.jpg';">
</span> Matt Knoche, Director, Systems Engineering, AMP
</p>
<div class="presentationAbstract">
<p>With increasing reliance on wind and solar sources, a massive amount of reserve storage capacity is needed to fill the energy generation peak, affectionately known as the duck curve. Fortunately, the world
is expected to have millions of EVs in the next 10 years offering a huge potential for reserve energy capacity. Let's explore how EVs can be used to unlock this stored energy resource minimizing impact on the
battery lifecycle.</p>
</div>
</div>
</div>
</div>
<div class="SessionBlockItem">
<div class="presentationBlock PanelDiscussion">
<div class="Session"><span class="startDateTime">5:40 pm</span> <span class="keyNoteText">MODERATED Q&A:</span>
<p>Session Wrap-Up</p>
<div class="moderatorsHeading">PANEL MODERATOR:</div>
</div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="BarbaraHughes"></a> Barbara Hughes, Director of Energy Storage, Forge Nano
</p>
<div class="presentationAbstract"></div>
</div>
<div class="panelistsHeading">PANELISTS:</div>
<div class="Session"></div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="ShijingSun"></a> Shijing Sun, PhD, Research Scientist, Energy & Materials, Toyota Research Institute
</p>
<div class="presentationAbstract"></div>
</div>
<div class="Session"></div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="RichardWang"></a> Richard Wang, CEO & Founder, Cuberg
</p>
<div class="presentationAbstract"></div>
</div>
<div class="Session"></div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="JunerZhu"></a> Juner Zhu, PhD, Assistant Professor, Northeastern University; Co-Director, MIT Industrial Battery Consortium
</p>
<div class="presentationAbstract"></div>
</div>
<div class="Session"></div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="MattKnoche"></a> Matt Knoche, Director, Systems Engineering, AMP
</p>
<div class="presentationAbstract"></div>
</div>
</div>
</div>
</div>
</div>
<div class="scheduleBlockContent">
<div class="TextBlock schTextBlock tableContent">
<div class="Session leftContent">
<div><span class="startDateTime">5:55 pm</span>Welcome Reception in the Exhibit Hall with Poster Viewing</div>
</div>
<div class="rightContent"></div>
</div>
</div>
<div class="scheduleBlockContent">
<div class="TextBlock schTextBlock tableContent">
<div class="Session leftContent">
<div><span class="startDateTime">6:55 pm</span>Close of Day</div>
</div>
<div class="rightContent"></div>
</div>
</div>
</div>
<div class="scheduleBlock">
<ul class="subNav">
<li><a href="#1">Day 1</a></li>
<li><a href="#2">Day 2</a></li>
<li><a href="#3">Day 3</a></li>
<li><a href="#4" class="currentDay">Day 4</a></li>
</ul>
<p class="Date" id="4">Wednesday, December 7</p>
<div class="scheduleBlockContent">
<div class="TextBlock schTextBlock tableContent">
<div class="Session leftContent">
<div><span class="startDateTime">7:45 am</span>Registration and Morning Coffee</div>
</div>
<div class="rightContent"></div>
</div>
</div>
<div class="scheduleBlockContent">
<div class="TextBlock schTextBlock tableContent">
<div class="Session leftContent">
<div><span class="startDateTime">8:00 am</span>Interactive Roundtable Discussions</div>
<div class="textBlockDesc">
<p>Roundtable discussions are informal, moderated discussions with brainstorming and interactive problem solving, allowing participants from diverse backgrounds to exchange ideas and experiences and develop future
collaborations around a focused topic.</p>
<p><br></p>
<p><b>TABLE 1: Innovations in Recycling Battery Materials & Second Life<br></b><i>Moderator: Steven E. Sloop, President, OnTo Technology LLC</i></p>
<p><b><br></b></p>
<p><b>TABLE 2: Battery Cost vs CO2 Footprint & Lifetime Warranty - What will the proposed legislation bring?<br></b><i>Moderator: Wenzel Prochazka, Senior Product Manager, Battery Systems, AVL List GmbH</i></p>
<p><b><br></b></p>
<p><b>TABLE 3: High Percentage Silicon-content Anodes and Cells <br></b><i>Moderator: Benjamin Park, Ph.D., Founder & CTO, Enevate</i></p>
<p><b><br></b></p>
<p><b>TABLE 4: Li-Ion NMC Fast Charging New Cells for E-Mobility<br></b><i>Moderator: Shmuel De-Leon, CEO, Shmuel De-Leon Energy, Ltd.</i></p>
<div><b><br></b></div>
<div><b>TABLE 5: Battery Raw Materials Supply Chain</b></div>
<div><i>Moderator: Rob Privette, Business Development Manager, North America, Umicore </i></div>
<div><br></div>
<div><b>TABLE 6: Electrolyte Developments: New Components and Approaches</b> <br><i>Moderator: Sam Jaffe, Vice President of Battery Solutions, ESource</i></div>
<div><br></div>
<div><b>TABLE 7: Battery Pack System Cost and Safety - Will Future xEV Battery Packs Increase in Complexity or Simplify and How Will Cost and Safety Be Impacted?</b>
<br><i>Moderator: Kevin Konecky, Battery and Energy Storage Systems Consultant, Total Battery Consulting</i><br></div>
<div><i><br></i></div>
<div><b>TABLE 8: Cathode Materials, Technology & Development</b></div>
<div><i>Moderator: Carl Thoemmes, Business Development, Koura</i></div>
</div>
</div>
<div class="rightContent"></div>
</div>
</div>
<div class="scheduleBlockContent">
<div class="sessionBlock">
<div class="SessionBlockItem">
<h1 class="Header SessionHeader">BIG DATA AND BATTERY DEVELOPMENT</h1>
</div>
<div class="SessionBlockItem">
<div class="presentationBlock">
<div class="Session"><span class="startDateTime">8:55 am</span>
<p>Chairperson's Remarks </p>
</div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="BarbaraHughes"></a> Barbara Hughes, Director of Energy Storage, Forge Nano
</p>
<div class="presentationAbstract"></div>
</div>
</div>
</div>
<div class="SessionBlockItem">
<div class="presentationBlock">
<div class="Session"><span class="startDateTime">9:00 am</span> <img class="sp-logo pull-right" src="https://ciiprodexhpet.blob.core.windows.net/company-photos/aabc220300-kulr-technology-companyLogo-WebReady.png">Talk
Title to be Announced</div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="PeterHughes"></a>
<span class="SpeakerFl">
<img class="speaker-photo img-responsive" alt="" src="https://ciiprodexhpet.blob.core.windows.net/speaker-photos/aabc220300-kulr-technology-Speaker-Peter-Hughes-20-Minute-Presentation.png"
onerror="this.onerror = null; this.src='https://chi-cloud.s3.amazonaws.com/web-images/Speaker.jpg';">
</span> Peter Hughes, Lead Principal Engineer, KULR Technology
</p>
<div class="presentationAbstract"></div>
</div>
</div>
</div>
<div class="SessionBlockItem">
<div class="presentationBlock">
<div class="Session"><span class="startDateTime">9:20 am</span>
<p>ALD-Optimized NMC 811: Iterating Faster to Achieve Key Performance Metrics<br></p>
</div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="BarbaraHughes"></a>
<span class="SpeakerFl">
<img class="speaker-photo img-responsive" alt="" src="/images/default-source/speakerphotos/hughes_barbara-jpg_1a1ba97b-eab4-4d11-902e-4aa83f3ad3c6.tmb-.jpg?Status=Master&sfvrsn=baafe4ac_1"
onerror="this.onerror = null; this.src='https://chi-cloud.s3.amazonaws.com/web-images/Speaker.jpg';">
</span> Barbara Hughes, Director of Energy Storage, Forge Nano
</p>
<div class="presentationAbstract">
<p>The use of ALD to become an industry leader in materials optimization in the battery space is predicated on our ability to optimize coating solutions through an iterative process between coating the materials
and electrochemical testing. In this work we have employed Voltaiq analysis software as a tool to efficiently explore ALD coatings as a means of stabilizing Ni-rich NMC surfaces, enabling increased capacity
retention and high voltage utilization.<br></p>
</div>
</div>
</div>
</div>
<div class="SessionBlockItem">
<div class="presentationBlock">
<div class="Session"><span class="startDateTime">9:40 am</span>
<p>Big Data in Diagnostics</p>
</div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="MatthieuDubarry"></a>
<span class="SpeakerFl">
<img class="speaker-photo img-responsive" alt="" src="/images/default-source/speakerphotos/dubarry_matthieu-png_ddbb322e-2d4a-4bde-9758-d3797c4bffab.tmb-.png?Status=Master&sfvrsn=23f1795b_14"
onerror="this.onerror = null; this.src='https://chi-cloud.s3.amazonaws.com/web-images/Speaker.jpg';">
</span> Matthieu Dubarry, PhD, Assistant Researcher, Battery Testing & Evaluation & Modeling, University of Hawaii
</p>
<div class="presentationAbstract">
<p>Battery diagnosis and prognosis algorithms are critical to increase penetration of electrochemical storage systems. Current data-driven models are often limited by the non-representativeness of the training data
available. This work will showcase how synthetic big data training datasets can be used for transfer learning to solve this issue. This approach offers the benefits of the broad applicability to various cell
chemistries, designs, and operating modes, as well as high fidelity.<br></p>
</div>
</div>
</div>
</div>
<div class="SessionBlockItem">
<div class="presentationBlock PanelDiscussion">
<div class="Session"><span class="startDateTime">10:00 am</span> <span class="keyNoteText">MODERATED Q&A:</span>
<p>Session Wrap-Up</p>
<div class="moderatorsHeading">PANEL MODERATOR:</div>
</div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="BarbaraHughes"></a> Barbara Hughes, Director of Energy Storage, Forge Nano
</p>
<div class="presentationAbstract"></div>
</div>
<div class="panelistsHeading">PANELISTS:</div>
<div class="Session"></div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="PeterHughes"></a> Peter Hughes, Lead Principal Engineer, KULR Technology
</p>
<div class="presentationAbstract"></div>
</div>
<div class="Session"></div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="MatthieuDubarry"></a> Matthieu Dubarry, PhD, Assistant Researcher, Battery Testing & Evaluation & Modeling, University of Hawaii
</p>
<div class="presentationAbstract"></div>
</div>
</div>
</div>
</div>
</div>
<div class="scheduleBlockContent">
<div class="TextBlock schTextBlock tableContent">
<div class="Session leftContent">
<div><span class="startDateTime">10:15 am</span>Coffee Break in the Exhibit Hall with Poster Viewing</div>
</div>
<div class="rightContent"></div>
</div>
</div>
<div class="scheduleBlockContent">
<div class="TextBlock schTextBlock tableContent">
<div class="Session leftContent">
<div><span class="startDateTime">10:45 am</span>Close of Symposium & Transition to the Plenary Keynote Program</div>
</div>
<div class="rightContent"></div>
</div>
</div>
<div class="scheduleBlockContent">
<div class="sessionBlock Shaded">
<div class="SessionBlockItem">
<h1 class="Header SessionHeader">PLENARY KEYNOTE</h1>
</div>
<div class="SessionBlockItem">
<div class="presentationBlock">
<div class="Session"><span class="startDateTime">10:45 am</span>
<p>Chairperson's Remarks</p>
</div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="CraigWohlers"></a> Craig Wohlers, Executive Director, Conferences, Cambridge EnerTech
</p>
<div class="presentationAbstract"></div>
</div>
</div>
</div>
<div class="SessionBlockItem">
<div class="presentationBlock">
<div class="Session"><span class="startDateTime">10:50 am</span>
<p>General Motors ULTIUM Architecture & Value Chain Overview</p>
</div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="TimothyGrewe"></a>
<span class="SpeakerFl">
<img class="speaker-photo img-responsive" alt="" src="/images/default-source/speakerphotos/grewe_timothy-jfif_93f4a963-311e-4b8f-a672-f391b21ec60c.tmb-.jfif?Status=Master&sfvrsn=51eae2e0_12"
onerror="this.onerror = null; this.src='https://chi-cloud.s3.amazonaws.com/web-images/Speaker.jpg';">
</span> Timothy Grewe, General Director Electrification Strategy and Cell Engineering, General Motors
</p>
<div class="presentationAbstract">
<p>General Motors believes in an all-electric future and plans to launch 30 new EVs by 2025 leveraging the innovative Ultium Platform, GM’s next-generation BEV architecture. Tim will present the Ultium
Architecture, deep dive the Cadillac Lyriq embodiment, and discuss the battery value chain securing, scaling and sustaining our cell supply.<br></p>
</div>
</div>
</div>
</div>
<div class="SessionBlockItem">
<div class="presentationBlock">
<div class="Session"><span class="startDateTime">11:10 am</span>
<p>Battery Materials – Managing the Risk and Creating Opportunity<br></p>
</div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="TedMiller"></a>
<span class="SpeakerFl">
<img class="speaker-photo img-responsive" alt="" src="/images/default-source/speakerphotos/miller_ted-jpg_217a7545-64df-4005-8b44-f09ddc6bfcb9.tmb-.jpg?Status=Master"
onerror="this.onerror = null; this.src='https://chi-cloud.s3.amazonaws.com/web-images/Speaker.jpg';">
</span> Ted Miller, Senior Manager, Electrification Subsystems and Power Supply Research, Ford Motor Company
</p>
<div class="presentationAbstract">
<p>OEMs worldwide have committed to unprecedented investments in the transition to clean transportation and renewable energy. There is a clear realization that materials, and battery materials in particular, will
be the key enabler to success in these endeavors. The scale required for a comprehensive move to electric vehicles means rethinking virtually every aspect of the battery supply chain from material mining and
processing to manufacturing scrap and spent battery recycling. Regional needs will drive government support actions, resulting in a blend of common and unique approaches to securing critical battery materials.
Innovations in battery materials will be an essential element in creating opportunity to diversify our energy storage solutions. Domestic battery recycling and material processing will ultimately be realized as
the most reliable source of battery material in the future.<br></p>
</div>
</div>
</div>
</div>
<div class="SessionBlockItem">
<div class="presentationBlock">
<div class="Session"><span class="startDateTime">11:30 am</span>
<p>The Battery Imperative – The Challenges of Building a Sustainable and Competitive Advanced Battery Industry in the U.S. and Why It Needs to Happen<br></p>
</div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="CraigRigby"></a>
<span class="SpeakerFl">
<img class="speaker-photo img-responsive" alt="" src="/images/default-source/speakerphotos/rigby_craig-jpg_3506347e-8526-4aff-88e1-4f03ad95f880.tmb-.jpg?Status=Master&sfvrsn=ff207e01_0"
onerror="this.onerror = null; this.src='https://chi-cloud.s3.amazonaws.com/web-images/Speaker.jpg';">
</span> Craig Rigby, Vice President, Technology, Clarios
</p>
<div class="presentationAbstract">
<p>The long-awaited growth in EV adoption is finally happening and, in parallel, the need for advanced battery technology in energy storage applications is accelerating at an unprecedented pace. While the demand
for batteries is more firmly established, the ability to supply those batteries for the US market is limited today and leading players are mostly coming from other regions where they have built capacity and
expertise over the past decade. Without significant changes in the way the US views industrial policy and capital-intensive investments, the country runs the risk of being beholden to other regions for the supply
of this critical technology. This talk will focus on challenges across the value chain as well as some ways they can be addressed to position the country for long-term, sustainable manufacturing, and technology
leadership.<br></p>
</div>
</div>
</div>
</div>
<div class="SessionBlockItem">
<div class="presentationBlock">
<div class="Session"><span class="startDateTime">11:50 am</span>
<p>Panasonic’s LIB Technology Evolution<br></p>
</div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="YoshinoriKida"></a>
<span class="SpeakerFl">
<img class="speaker-photo img-responsive" alt="" src="/images/default-source/speakerphotos/kida_yoshinori-jpg_407c9191-4c78-49d1-b96e-e92cae623b30.tmb-.jpg?Status=Master&sfvrsn=e504d870_1"
onerror="this.onerror = null; this.src='https://chi-cloud.s3.amazonaws.com/web-images/Speaker.jpg';">
</span> Yoshinori Kida, PhD, Deputy CTO, EV Battery Business, Panasonic Corporation of North America
</p>
<div class="presentationAbstract">
<p>Panasonic has continuously evolved its lithium-ion battery technology over the past 30 years. This is not the history of Panasonic, but the history of accumulating technological development with various
equipment manufacturers and material supply chains. Now that we have entered a new growth period for xEVs. In order to achieve their essential objective, Panasonic as a cell manufacturer needs to change the axis
of direction of the technology development.<br></p>
</div>
</div>
</div>
</div>
<div class="SessionBlockItem">
<div class="presentationBlock PanelDiscussion">
<div class="Session"><span class="startDateTime">12:10 pm</span> <span class="keyNoteText">MODERATED Q&A:</span>
<p>Session Wrap-Up</p>
<div class="moderatorsHeading">PANEL MODERATOR:</div>
</div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="CraigWohlers"></a> Craig Wohlers, Executive Director, Conferences, Cambridge EnerTech
</p>
<div class="presentationAbstract"></div>
</div>
<div class="panelistsHeading">PANELISTS:</div>
<div class="Session"></div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="TimothyGrewe"></a> Timothy Grewe, General Director Electrification Strategy and Cell Engineering, General Motors
</p>
<div class="presentationAbstract"></div>
</div>
<div class="Session"></div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="TedMiller"></a> Ted Miller, Senior Manager, Electrification Subsystems and Power Supply Research, Ford Motor Company
</p>
<div class="presentationAbstract"></div>
</div>
<div class="Session"></div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="CraigRigby"></a> Craig Rigby, Vice President, Technology, Clarios
</p>
<div class="presentationAbstract"></div>
</div>
<div class="Session"></div>
<div class="clearfix spkrBio" style="margin-bottom:10px">
<p class="Speaker spkrAnchor">
<a class="speakerAnchor" id="YoshinoriKida"></a> Yoshinori Kida, PhD, Deputy CTO, EV Battery Business, Panasonic Corporation of North America
</p>
<div class="presentationAbstract"></div>
</div>
</div>
</div>
</div>
</div>
<div class="scheduleBlockContent">
<div class="TextBlock schTextBlock tableContent">
<div class="Session leftContent">
<div><span class="startDateTime">12:25 pm</span>Networking Lunch</div>
</div>
<div class="rightContent"></div>
</div>
</div>
<div class="scheduleBlockContent">
<div class="TextBlock schTextBlock tableContent">
<div class="Session leftContent">
<div><span class="startDateTime">1:15 pm</span>Dessert Break in the Exhibit Hall with Poster Viewing</div>
</div>
<div class="rightContent"></div>
</div>
</div>
</div>
</div>
<ul class="subNav" id="Day5">
<li><a href="#1">Day 1</a></li>
<li><a href="#2">Day 2</a></li>
<li><a href="#3">Day 3</a></li>
<li><a href="#4" class="">Day 4</a></li>
</ul>
</div>
</div>
</div>
<div>
<div class="sf-Long-text">
<hr>
<p style="margin:0in;"><strong>For more details on the conference, please contact:</strong></p>
<p style="margin:0in;">Victoria Mosolgo</p>
<p style="margin:0in;">Conference Producer</p>
<p style="margin:0in;">Cambridge EnerTech</p>
<p style="margin:0in;">Phone: (+1) 774-571-2999</p>
<p style="margin:0in;">Email: <a href="mailto:vmosolgo@cambridgeenertech.com">vmosolgo@cambridgeenertech.com</a></p>
<p style="margin:0in;"> </p>
<p style="margin:0in;"><strong>For partnering and sponsorship information, please contact:</strong></p>
<p style="margin:0in;">Sherry Johnson<strong></strong></p>
<p style="margin:0in;">Senior Business Development Manager</p>
<p style="margin:0in;">Cambridge EnerTech</p>
<p style="margin:0in;">Phone: (+1) 781-972-1359</p>
<p style="margin:0in;">Email: <a href="mailto:sjohnson@cambridgeenertech.com">sjohnson@cambridgeenertech.com</a></p>
</div>
</div>
</div>
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* Agenda * Programs * Speaker Biographies * Tutorials * Attendee List * Archives * Sponsor/Exhibit * Sponsorship Opportunities * Current Sponsors * Exhibit Floorplan * Exhibitor Kit * Sponsorship Prospectus * Media Partners * Downloads * Brochures * Media Gallery * Interviews * Online Learning * Travel * Travel Information * Health and Safety * Posters * Poster Info * Poster Titles * AABC Events * AABC Europe * AABC US * AABC Asia * Register * Individual * Group * On-Demand Cambridge EnerTech's BATTERY INTELLIGENCE FOR AUTOMOTIVE APPLICATIONS HOW SMART ANALYSIS OF YOUR BATTERY DATA CAN DRIVE ON-TIME NEW VEHICLE LAUNCHES, OPTIMAL PERFORMANCE, AND INCREASED MARGINS DECEMBER 6-7, 2022 | SAN DIEGO, CA As the battery market rapidly increases so does the need to optimize lifetime performance. For OEMs, battery pack manufacturers, electric fleet managers, and Electric Vehicle (EV), the key to unlocking battery life lies in the data. Core potential of battery data when utilizing machine learning and data analytics methods can accurately determine, predict, and improve battery life. To achieve high battery efficiency and operational reliability, predictive intelligence, and data analytics will play key roles as artificial intelligence becomes more disruptive in the battery technology space. The Battery Intelligence for Automotive Applications symposium will bring thought leaders from industry and academia to discuss how organizations can use battery intelligence to improve battery life significantly and continuously. * * * * Day 1 * Day 2 * Day 3 * Day 4 Sunday, December 4 4:00 pm- 6:00 pm - Registration Open - Come early and avoid the lines * Day 1 * Day 2 * Day 3 * Day 4 Monday, December 5 8:00 am- 4:30 pm Conference Tutorials Choose from 15 tutorials to maximize your networking and educational opportunities * Day 1 * Day 2 * Day 3 * Day 4 Tuesday, December 6 7:30 amRegistration and Morning Coffee 8:30 amOrganizer's Remarks LIFETIME PREDICTIONS 8:35 am Chairperson's Remarks Stephan Rohr, Founder & Co-CEO, TWAICE 8:40 am Techniques in Li-ion Life Prediction Susan Babinec, Program Lead, Stationary Storage, Argonne Collaborative Center for Energy Storage Science (ACCESS), Argonne National Laboratory AI/ML cycle life prediction is emerging as the broadly transformational capability; initial focus has been on urgent transportation needs. Argonne’s expanded scope includes diverse stationary markets, where useful life extends beyond 80% capacity and use-protocols are complex and changeable (e.g., stacking or role changes during asset life) and requires alternative research strategies. This talk compares results with various ML approaches and with the use of both experimental and synthetic data. 9:00 am Medicine to Materials: Adapting the Drug Discovery Model to the Battery Industry Austin Sendek, PhD, Founder/CEO, Aionics, Inc.; Adjunct Professor, Stanford University Over the last decade, pharmaceutical co-innovation partnerships have gotten new life-saving products to market faster. Given the importance decreasing time-to-market for battery innovations, we discuss how the playbook for accelerated drug discovery is being adapted to the battery industry. We compare and contrast these two industries from both business and technical perspectives, discuss how co-innovation partnerships are being successfully structured for battery R&D, and showcase several case studies from Aionics partners 9:20 am Every Battery-Powered Company is a Data Company: What It Takes to Win Tal Sholklapper, CEO & Co-Founder, Voltaiq, Inc. As the automotive industry enters a second phase of electrification with clearly defined leaders, OEMs are using Enterprise Battery IntelligenceTM (EBI) platforms to get products to market faster to create sustainable competitive advantage. With EBI, OEMs are delivering on their roadmaps by moving away from black box technologies, improving traditional performance indicators to lower consumer barriers to entry, and leveraging efficiencies across the supply chain to ensure best-in-class results. 9:40 am MODERATED Q&A: Session Wrap-Up PANEL MODERATOR: Austin Sendek, PhD, Founder/CEO, Aionics, Inc.; Adjunct Professor, Stanford University PANELISTS: Susan Babinec, Program Lead, Stationary Storage, Argonne Collaborative Center for Energy Storage Science (ACCESS), Argonne National Laboratory Tal Sholklapper, CEO & Co-Founder, Voltaiq, Inc. 9:55 amGrand Opening Coffee Break in the Exhibit Hall with Poster Viewing CHARGING 10:35 am Chairperson's Remarks Stephan Rohr, Founder & Co-CEO, TWAICE 10:40 am Charging Algorithms – Powered by Machine Learning Kostyantyn Khomutov, Co-Founder and CEO, GBatteries GBatteries will present an innovative and compelling way to charge unaltered Li-ion batteries, powered by machine learning. One which reduces irreversible chemical reactions and allows for ultra-fast charging. 11:00 am Ultra Power Dynamic Charging System for EV Takamitsu Tajima, Chief Engineer, EV Development, Honda R&D Co. Ltd. This presentation details a dynamic charging system, achieving an unlimited EV cruising range by charging the EV at high power during cruising. This system would help make it possible to finish battery charging in a short time by contact with the EV while cruising and enable drivers to freely cruise their intended routes after charging. 11:20 am How to Double Cycle Life and Fast Charge Speed at the Same Time, without Changing the Battery Daniel Higgs, PhD, Director of Revenue, Iontra, LLC This presentation will provide conclusive electrochemical data showing how we achieve double the charge speed and double the cycle life on today's commercial cells with our proprietary, scalable charging technology. Iontra has spent the past few years in stealth mode understanding how batteries want to be charged, then providing them with a charging environment that results in minimal degradation, maximum cell health, faster charging, longer life, and lower temperature charging. 11:40 am MODERATED Q&A: Session Wrap-Up PANEL MODERATOR: Stephan Rohr, Founder & Co-CEO, TWAICE PANELISTS: Kostyantyn Khomutov, Co-Founder and CEO, GBatteries Takamitsu Tajima, Chief Engineer, EV Development, Honda R&D Co. Ltd. 11:55 amNetworking Lunch DEGRADATION 12:55 pm Chairperson's Remarks Yatish Patel, PhD, Research Associate Mechanics of Materials, Mechanical Engineering, Imperial College, London 1:00 pm Lithium-ion Battery Degradation: What You Need to Know and How to Model and Diagnose It Yatish Patel, PhD, Research Associate Mechanics of Materials, Mechanical Engineering, Imperial College, London This presentation will focus on developing novel diagnostic and state estimation techniques which uniquely take advantage of the temperature of the cell and not just voltage and current. The latest work uses knowledge of the entropic behavior of the individual electrodes to extract loss of lithium inventory (LLI), loss of active material (LAM), or stoichiometric drift, under realistic real-world operating conditions. 1:20 pm Online Degradation Mode Diagnosis for Lithium-ion Batteries with Artificial Intelligence Weihan Li, Independent Junior Research Group Leader, RWTH Aachen University By collecting battery data from the field and building up the battery digital twin in the cloud, the degradation of batteries can be monitored online on electrode level and the information regarding the degradation modes can be extracted from the data. Here, we present a degradation diagnosis framework for lithium-ion batteries by integrating field data, impedance-based modeling, and artificial intelligence, revolutionizing the degradation identification with accurate and robust estimation of both capacity and power fade together with degradation mode analysis. 1:40 pm Maximize the Value of Data: Ensure the Safety and Performance of Batteries in Buses, Trucks, and Passenger Vehicles Kai-Philipp Kairies, PhD, CEO and Co-founder, ACCURE Battery Intelligence Many companies underutilize the data volumes produced by batteries in operation. At the same time, new analytics methods are available to provide valuable insights that reduce risks, increase performance, and extend battery lifetimes. Dr. Kai-Philipp Kairies, CEO of ACCURE Battery Intelligence, will share perspective and case studies involving battery electric buses, last-mile trucks, and passenger vehicles. 2:00 pm MODERATED Q&A: Session Wrap-Up PANEL MODERATOR: Yatish Patel, PhD, Research Associate Mechanics of Materials, Mechanical Engineering, Imperial College, London PANELISTS: Weihan Li, Independent Junior Research Group Leader, RWTH Aachen University Kai-Philipp Kairies, PhD, CEO and Co-founder, ACCURE Battery Intelligence 2:15 pmRefreshment Break in the Exhibit Hall with Poster Viewing BATTERY DEGRADATION 2:55 pm Chairperson's Remarks Yatish Patel, PhD, Research Associate Mechanics of Materials, Mechanical Engineering, Imperial College, London 3:00 pm Safety Risk Classification of Lithium-ion Batteries Based on Machine Learning Methodology Jun Xu, PhD, Associate Professor, Mechanical Engineering & Engineering Science, University of North Carolina, Charlotte How to establish a fast and accurate model with physics implications still remains an unsolved headache for the community. Herein, we establish a battery safety risk classification modeling framework based on a machine learning algorithm that can accurately and rapidly classify the potential safety risk level. 3:20 pm Early Warning Software Solution for Prognostics and Prevention of Thermal Runaway and Other Lithium Battery Hazards Niles Fleischer, CEO, ALGOLiON Ltd. ALGOLiON has developed quantitative algorithms in software solutions that extends the early warning period of thermal runaway from seconds to days. The software can be integrated as an embedded solution in the BMS, on cloud platforms for telematic data, and as programs for diagnostic instruments and OBD applications. The method works by monitoring battery current and voltage that are affected by changes in cell chemistry due to precursor defects prior to failure. The advance warning is sufficient for initiating appropriate preventive action to protect products and people. 3:40 pm Eliminating Risk and Enabling Opportunities in Development & In-Life of Batteries with Hybrid Simulation Models Stephan Rohr, PhD, Co-Founder & Co-CEO, TWAICE While virtual development and the use of simulations are increasingly adopted, combining the development phase with actual performance in the field remains difficult. Hybrid models are a unique technology that enables accurate development and in-life insights. As a result, the risks such as warranty cases can be mitigated and opportunities such as improved spare part management can be capitalized on. A current case from the automotive industry will be presented. 4:00 pm MODERATED Q&A: Session Wrap-Up PANEL MODERATOR: Yatish Patel, PhD, Research Associate Mechanics of Materials, Mechanical Engineering, Imperial College, London PANELISTS: Niles Fleischer, CEO, ALGOLiON Ltd. Stephan Rohr, PhD, Co-Founder & Co-CEO, TWAICE 4:15 pm Chairperson's Remarks Barbara Hughes, Director of Energy Storage, Forge Nano 4:20 pm Machine Learning for Materials Shijing Sun, PhD, Research Scientist, Energy & Materials, Toyota Research Institute This talk will focus on autonomous materials research. We will discuss the recent progress and future challenges in machine learning for materials. 4:40 pm A Holistic Systems Approach for Lithium Metal Battery Development Richard Wang, CEO & Founder, Cuberg Successful commercial innovation in battery technology is uniquely difficult because of interrelated and coupled challenges stemming from atomic-scale all the way through GWh-level manufacturing. Cuberg, as part of Northvolt, has pioneered a vertically-integrated approach toward battery innovation that combines excellence in simulation, data science, high-throughput testing, cell design, process development, supply chain, and customer distribution to deliver the world's first lithium metal battery at commercial scale. 5:00 pm Intelligent Data-Physics Integration for Batteries Characterization Juner Zhu, PhD, Assistant Professor, Northeastern University; Co-Director, MIT Industrial Battery Consortium We demonstrated the use of the powerful machine learning tool to develop the “safety envelope” of lithium-ion batteries for electric vehicles that provides the range of mechanical loading conditions ensuring safe operation. The daunting challenge of obtaining a large databank of battery tests was overcome by utilizing a high-accuracy finite element model of a pouch cell to generate over 2500 numerical simulations. 5:20 pm Solving the 'Duck Curve' with Vehicle Energy Management Matt Knoche, Director, Systems Engineering, AMP With increasing reliance on wind and solar sources, a massive amount of reserve storage capacity is needed to fill the energy generation peak, affectionately known as the duck curve. Fortunately, the world is expected to have millions of EVs in the next 10 years offering a huge potential for reserve energy capacity. Let's explore how EVs can be used to unlock this stored energy resource minimizing impact on the battery lifecycle. 5:40 pm MODERATED Q&A: Session Wrap-Up PANEL MODERATOR: Barbara Hughes, Director of Energy Storage, Forge Nano PANELISTS: Shijing Sun, PhD, Research Scientist, Energy & Materials, Toyota Research Institute Richard Wang, CEO & Founder, Cuberg Juner Zhu, PhD, Assistant Professor, Northeastern University; Co-Director, MIT Industrial Battery Consortium Matt Knoche, Director, Systems Engineering, AMP 5:55 pmWelcome Reception in the Exhibit Hall with Poster Viewing 6:55 pmClose of Day * Day 1 * Day 2 * Day 3 * Day 4 Wednesday, December 7 7:45 amRegistration and Morning Coffee 8:00 amInteractive Roundtable Discussions Roundtable discussions are informal, moderated discussions with brainstorming and interactive problem solving, allowing participants from diverse backgrounds to exchange ideas and experiences and develop future collaborations around a focused topic. TABLE 1: Innovations in Recycling Battery Materials & Second Life Moderator: Steven E. Sloop, President, OnTo Technology LLC TABLE 2: Battery Cost vs CO2 Footprint & Lifetime Warranty - What will the proposed legislation bring? Moderator: Wenzel Prochazka, Senior Product Manager, Battery Systems, AVL List GmbH TABLE 3: High Percentage Silicon-content Anodes and Cells Moderator: Benjamin Park, Ph.D., Founder & CTO, Enevate TABLE 4: Li-Ion NMC Fast Charging New Cells for E-Mobility Moderator: Shmuel De-Leon, CEO, Shmuel De-Leon Energy, Ltd. TABLE 5: Battery Raw Materials Supply Chain Moderator: Rob Privette, Business Development Manager, North America, Umicore TABLE 6: Electrolyte Developments: New Components and Approaches Moderator: Sam Jaffe, Vice President of Battery Solutions, ESource TABLE 7: Battery Pack System Cost and Safety - Will Future xEV Battery Packs Increase in Complexity or Simplify and How Will Cost and Safety Be Impacted? Moderator: Kevin Konecky, Battery and Energy Storage Systems Consultant, Total Battery Consulting TABLE 8: Cathode Materials, Technology & Development Moderator: Carl Thoemmes, Business Development, Koura BIG DATA AND BATTERY DEVELOPMENT 8:55 am Chairperson's Remarks Barbara Hughes, Director of Energy Storage, Forge Nano 9:00 am Talk Title to be Announced Peter Hughes, Lead Principal Engineer, KULR Technology 9:20 am ALD-Optimized NMC 811: Iterating Faster to Achieve Key Performance Metrics Barbara Hughes, Director of Energy Storage, Forge Nano The use of ALD to become an industry leader in materials optimization in the battery space is predicated on our ability to optimize coating solutions through an iterative process between coating the materials and electrochemical testing. In this work we have employed Voltaiq analysis software as a tool to efficiently explore ALD coatings as a means of stabilizing Ni-rich NMC surfaces, enabling increased capacity retention and high voltage utilization. 9:40 am Big Data in Diagnostics Matthieu Dubarry, PhD, Assistant Researcher, Battery Testing & Evaluation & Modeling, University of Hawaii Battery diagnosis and prognosis algorithms are critical to increase penetration of electrochemical storage systems. Current data-driven models are often limited by the non-representativeness of the training data available. This work will showcase how synthetic big data training datasets can be used for transfer learning to solve this issue. This approach offers the benefits of the broad applicability to various cell chemistries, designs, and operating modes, as well as high fidelity. 10:00 am MODERATED Q&A: Session Wrap-Up PANEL MODERATOR: Barbara Hughes, Director of Energy Storage, Forge Nano PANELISTS: Peter Hughes, Lead Principal Engineer, KULR Technology Matthieu Dubarry, PhD, Assistant Researcher, Battery Testing & Evaluation & Modeling, University of Hawaii 10:15 amCoffee Break in the Exhibit Hall with Poster Viewing 10:45 amClose of Symposium & Transition to the Plenary Keynote Program PLENARY KEYNOTE 10:45 am Chairperson's Remarks Craig Wohlers, Executive Director, Conferences, Cambridge EnerTech 10:50 am General Motors ULTIUM Architecture & Value Chain Overview Timothy Grewe, General Director Electrification Strategy and Cell Engineering, General Motors General Motors believes in an all-electric future and plans to launch 30 new EVs by 2025 leveraging the innovative Ultium Platform, GM’s next-generation BEV architecture. Tim will present the Ultium Architecture, deep dive the Cadillac Lyriq embodiment, and discuss the battery value chain securing, scaling and sustaining our cell supply. 11:10 am Battery Materials – Managing the Risk and Creating Opportunity Ted Miller, Senior Manager, Electrification Subsystems and Power Supply Research, Ford Motor Company OEMs worldwide have committed to unprecedented investments in the transition to clean transportation and renewable energy. There is a clear realization that materials, and battery materials in particular, will be the key enabler to success in these endeavors. The scale required for a comprehensive move to electric vehicles means rethinking virtually every aspect of the battery supply chain from material mining and processing to manufacturing scrap and spent battery recycling. Regional needs will drive government support actions, resulting in a blend of common and unique approaches to securing critical battery materials. Innovations in battery materials will be an essential element in creating opportunity to diversify our energy storage solutions. Domestic battery recycling and material processing will ultimately be realized as the most reliable source of battery material in the future. 11:30 am The Battery Imperative – The Challenges of Building a Sustainable and Competitive Advanced Battery Industry in the U.S. and Why It Needs to Happen Craig Rigby, Vice President, Technology, Clarios The long-awaited growth in EV adoption is finally happening and, in parallel, the need for advanced battery technology in energy storage applications is accelerating at an unprecedented pace. While the demand for batteries is more firmly established, the ability to supply those batteries for the US market is limited today and leading players are mostly coming from other regions where they have built capacity and expertise over the past decade. Without significant changes in the way the US views industrial policy and capital-intensive investments, the country runs the risk of being beholden to other regions for the supply of this critical technology. This talk will focus on challenges across the value chain as well as some ways they can be addressed to position the country for long-term, sustainable manufacturing, and technology leadership. 11:50 am Panasonic’s LIB Technology Evolution Yoshinori Kida, PhD, Deputy CTO, EV Battery Business, Panasonic Corporation of North America Panasonic has continuously evolved its lithium-ion battery technology over the past 30 years. This is not the history of Panasonic, but the history of accumulating technological development with various equipment manufacturers and material supply chains. Now that we have entered a new growth period for xEVs. In order to achieve their essential objective, Panasonic as a cell manufacturer needs to change the axis of direction of the technology development. 12:10 pm MODERATED Q&A: Session Wrap-Up PANEL MODERATOR: Craig Wohlers, Executive Director, Conferences, Cambridge EnerTech PANELISTS: Timothy Grewe, General Director Electrification Strategy and Cell Engineering, General Motors Ted Miller, Senior Manager, Electrification Subsystems and Power Supply Research, Ford Motor Company Craig Rigby, Vice President, Technology, Clarios Yoshinori Kida, PhD, Deputy CTO, EV Battery Business, Panasonic Corporation of North America 12:25 pmNetworking Lunch 1:15 pmDessert Break in the Exhibit Hall with Poster Viewing * Day 1 * Day 2 * Day 3 * Day 4 -------------------------------------------------------------------------------- For more details on the conference, please contact: Victoria Mosolgo Conference Producer Cambridge EnerTech Phone: (+1) 774-571-2999 Email: vmosolgo@cambridgeenertech.com For partnering and sponsorship information, please contact: Sherry Johnson Senior Business Development Manager Cambridge EnerTech Phone: (+1) 781-972-1359 Email: sjohnson@cambridgeenertech.com #AABC22 -------------------------------------------------------------------------------- -------------------------------------------------------------------------------- MONDAY DECEMBER 5 TUESDAY AND WEDNESDAY DECEMBER 6 and 7 WEDNESDAY AND THURSDAY DECEMBER 7 and 8 -------------------------------------------------------------------------------- Related Event 250 First Avenue, Suite 300 Needham, MA 02494 P: 781.972.5400 F: 781.972.5425 E: ce@cambridgeenertech.com Cambridge EnerTech Portals Batteries Energy Cambridge EnerTech News Battery Power Online Cambridge EnerTech Events Advanced Automotive Battery Conference (AABC) International Battery Seminar & Exhibit Lithium Battery Power Battery Safety Corporate Information Cambridge Innovation Institute Executive Team Testimonials Mailing List Careers -------------------------------------------------------------------------------- Request Information Privacy Policy