Papers › Perspective: Challenges and opportunities for high-quality battery production at scale

Perspective: Challenges and opportunities for high-quality battery production at scale

2 Mar 2024arXiv:2403.01065links table onlyarchive 2025-07-28

Peter M. Attia, Eric Moch, Patrick K. Herring

The archive published only this paper's code-link row. Authors, date and abstract are from arXiv's metadata (CC0), read from the Kaggle arXiv metadata snapshot of 2026-09-12 where its title matched the archive's; the title is the archive's.

As the impacts of climate change become increasingly apparent, the need for widespread electrification is now internationally recognized. As a result, global battery production is set to dramatically expand over the next decade. Unfortunately, however, batteries are both immensely difficult to produce at the gigawatt-hour scale and inordinately sensitive to minor manufacturing variation. As a result, the battery industry has already experienced a number of both highly-visible safety incidents and under-the-radar reliability issues -- a trend that will only worsen if left unaddressed. In this perspective, we highlight both the challenges and opportunities to enable battery quality at scale. We first describe the interplay between various battery failure modes and their numerous root causes. We then discuss the tensions at play to manage and improve battery quality during cell production. We hope our perspective brings greater visibility to the battery quality challenge to enable safe global electrification.

PaperPDFCode

Code

petermattia/battery-quality-at-scale officialmentioned in papermentioned on GitHub report

Repository list and official/mentioned flags are the archive's, frozen 2025-07-28. Reachability, where shown, is from one Syntology probe window (2026-09-16 to 2026-09-18); repositories not probed show nothing. GitHub stars are not tracked.

Code Syntology ran Syntology

Not run by Syntology. Nothing on this page verifies that the listed code works.

Results from the paper archive 2025-07-28

No leaderboard rows for this paper in the archive.

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections