~/talk

Circular Economy & Data: The New Battery Ecosystem

Talkat DLD Munich 24 · 2024-01-11..01-13· [web-platform, machine-learning]
links:none on file
links:none on file
links:none on file
slides:none on file

Current EV batteries are shredded and heated to 1,400°C with cobalt and nickel recovered and the rest landfilled; the session asserts a profitable circular loop is possible by combining digital product passport records, digital twins that log charge history, and semantic AI knowledge graphs so algorithms (and GPT-style agents) can assess remaining capacity and resale value. A working SAP-backed prototype exposes a material account for lithium/cobalt flows, supports logistics and payments for recycled material, and is already piloted as a demonstrator tied to upcoming EU battery passport rules.

AI-written summary · about

  1. 0:00Circular economy basics
  2. 1:55Battery supply chain flaws
  3. 4:07Data for circular profits
  4. 9:49Digital passports & AI
  5. 15:09Innovation vs practicality
  6. 17:37Regulation vs ambition
  7. 20:23Scaling circular impact
  8. 21:49Why circular economy excites
~/search
type to search 6,249 conferences, 138,987 speakers and 185,172 talks
~/help
cmdctrl k
search every conference, speaker and series
/
focus the filter search
h
home
c
conferences
s
speakers
e
series
t
light / dark — the status bar button does the same
?
this help
esc
close this, then clear every filter — or just the search, while you are typing in it

Ignored while you are typing. Pages without a filter rail have no search to focus.