Transforming EV battery development through the power of AI

Transforming EV battery development through the power of AI

The traditional process of battery development is slow, expensive, and capital-intensive. AI can help overcome the challenges of predicting battery performance, exploring the vast design space, and conducting time-consuming cycle life testing. We are joined by Alán Aspuru-Guzik, a professor at the University of Toronto specialising in Chemistry and Computer Science, and Jason Koeller, the CTO and Co-founder of Chemix, to examine the role of machine learning in EV battery development.

Chemix is exploring new ways of developing batteries for electric vehicles (EVs) by utilising AI, aiming to make it faster and more efficient compared to the traditional, slower, and costlier methods. AI not only speeds up the development process by predicting performance and exploring design options, but also – as Professor Aspuru-Guzik explains - leads to innovative battery compositions that improve performance. The machines can do calculations in timeframes inconceivable for a human.

There are wide-ranging applications for AI in areas beyond battery development, including grid optimisation and materials design. Professor Aspuru-Guzik shares insights into the work of the Acceleration Consortium, which aims to be a leading hub for AI-driven scientific advancements in various sectors. Jason addresses some of the practical challenges in the EV industry, such as the need for adaptable battery solutions and the hurdles in introducing new manufacturing technologies. Technological advancement in battery technology and charging infrastructure are progressing together, enabling growth in the EV market.

See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Jaksot(342)

The State of Carbon Capture, Removal and Utilization

The State of Carbon Capture, Removal and Utilization

Net-zero carbon pledges are heating up. Japan just committed to reaching net zero, just four weeks after China did the same. In total, seven of the 10 largest economies in the world (not including Ame...

30 Loka 202040min

The Carbon Hidden in Our Buildings

The Carbon Hidden in Our Buildings

When we talk about climate change on this show, and what causes it, we are usually talking about gases that come from vehicles or from the electricity sector. But what about the built environment? Thi...

22 Loka 202038min

Making Sense of the DER Extravaganza

Making Sense of the DER Extravaganza

This week: consolidation and cooperation in the distributed energy market.Just as federal regulators in the U.S. are making batteries, solar systems, electric cars, generators and other similar resour...

14 Loka 202032min

Will California’s Gas-Car Ban Boost America’s Flat EV Market?

Will California’s Gas-Car Ban Boost America’s Flat EV Market?

California plans to ban new internal-combustion vehicles by 2035. But are electric vehicles ready to take their place?We know that there are dozens and dozens more models of electric cars on the marke...

2 Loka 202043min

California's Grab Bag of Climate Risks

California's Grab Bag of Climate Risks

In recent weeks, five million acres have burned across California, Oregon and Washington State -- killing dozens, displacing tens of thousands of people, and causing untold damage.In California, over ...

18 Syys 202037min

The Cleantech SPAC Attack

The Cleantech SPAC Attack

The market for initial public offerings dropped way down this year. Or did it? There is a surge in activity in a different kind of IPO: a special purpose acquisition company, or SPAC. It’s also known ...

14 Syys 202036min

Demand Response and California’s Blackouts

Demand Response and California’s Blackouts

There are still questions about what exactly caused California’s blackouts during last month’s heat wave. We know that imports were down, natural gas plants tripped off line, and wind generation fell....

7 Syys 202038min

Why Trump’s Energy Dept Squashed a Supergrid Report

Why Trump’s Energy Dept Squashed a Supergrid Report

This week: how an innocuous grid-modeling project became a threat to Trump’s efforts to save coal -- and then languished inside the Department of Energy.It’s one of many pieces of research that have b...

28 Elo 202022min

Suosittua kategoriassa Liike-elämä ja talous

sijotuskasti
psykopodiaa-podcast
mimmit-sijoittaa
rss-rahapodi
ostan-asuntoja-podcast
rss-rahamania
rss-sisalto-kuntoon
sijoituspodi
rahapuhetta
rss-karon-grilli
herrasmieshakkerit
rss-bisnesta-bebeja
rss-draivi
leadcast
rss-lahtijat
rss-laakispodi
rss-seuraava-potilas
rss-paasipodi
rss-yrittajan-mindset
asuntoasiaa-paivakirjat