Page 2 of 3
Re: Anyone tracking actual wall-time charging duration vs manufacturer claims?
Posted: Sat Jul 11, 2026 11:31 pm
by matthew43
@servosan90 Can I ask a dumb follow-up -
Hot-swappable battery packs solve the runtime bottleneck for continuous operations (like a 24/7 warehouse shift) without needing a much bigger, heavier pack, but they add mechanical complexity, a failure-prone connector interface, and logistics overhead for managing spare packs. There's no widely standardized safety certification specific to humanoid battery packs yet in most jurisdictions - deployments generally lean on adapted versions of existing standards for industrial battery systems and electrical safety rather than a purpose-built humanoid standard.
Re: Anyone tracking actual wall-time charging duration vs manufacturer claims?
Posted: Mon Jul 13, 2026 2:19 am
by brian.campbell
I dealt with almost this exact situation.
Best-in-class lithium-ion cells used in humanoids are currently landing around 280-300 Wh/kg, which is respectable but still leaves battery mass as one of the largest single contributors to total robot weight. Tesla's Optimus Gen 2 reportedly carries roughly a 2.3 kWh pack and manages about two hours of dynamic work, while Unitree's H1 runs a smaller 0.864 kWh pack good for under four hours of largely static operation - a useful illustration of how battery size and workload type both drive runtime.
Re: Anyone tracking actual wall-time charging duration vs manufacturer claims?
Posted: Wed Jul 15, 2026 7:35 am
by carol.robinson
I'd take that specific number with a grain of salt, honestly.
Battery placement (torso-centered vs backpack vs distributed through the limbs) is a real tradeoff between center-of-mass/balance considerations and thermal/cooling access - a torso-centered pack helps balance but is harder to cool than a more exposed backpack placement.
Re: Anyone tracking actual wall-time charging duration vs manufacturer claims?
Posted: Sun Jul 19, 2026 8:32 pm
by park44
@carol.robinson Just to be precise about one thing:
A BMS (battery management system) has to guard against transient current spikes from sudden gait changes or lifting motions, not just steady-state draw - peak current headroom and fast-acting protection logic matter as much as total capacity for real-world duty cycles.
Re: Anyone tracking actual wall-time charging duration vs manufacturer claims?
Posted: Fri Jul 31, 2026 7:46 am
by sven.wilson4
@park44 This matches what I've seen too.
DC-DC conversion losses across all the individual actuator drivers add up across a whole robot - it's a less glamorous efficiency question than battery chemistry, but power electronics efficiency meaningfully affects real-world runtime too.
Re: Anyone tracking actual wall-time charging duration vs manufacturer claims?
Posted: Thu Aug 06, 2026 3:25 am
by rebecca_lefe
Genuine beginner question -
A BMS (battery management system) has to guard against transient current spikes from sudden gait changes or lifting motions, not just steady-state draw - peak current headroom and fast-acting protection logic matter as much as total capacity for real-world duty cycles. Tesla's Optimus Gen 2 reportedly carries roughly a 2.3 kWh pack and manages about two hours of dynamic work, while Unitree's H1 runs a smaller 0.864 kWh pack good for under four hours of largely static operation - a useful illustration of how battery size and workload type both drive runtime.
Re: Anyone tracking actual wall-time charging duration vs manufacturer claims?
Posted: Thu Aug 06, 2026 2:07 pm
by jwang
@rebecca_lefe One nitpick -
Battery placement (torso-centered vs backpack vs distributed through the limbs) is a real tradeoff between center-of-mass/balance considerations and thermal/cooling access - a torso-centered pack helps balance but is harder to cool than a more exposed backpack placement.
Re: Anyone tracking actual wall-time charging duration vs manufacturer claims?
Posted: Sat Aug 08, 2026 2:57 am
by ethan.lewis5
@jwang Related question -
Solid-state battery claims from platforms like XPeng's IRON, GAC's GoMate, and EngineAI's T800 are genuinely promising on paper for energy density and safety margins, but independent, large-scale field validation of those runtime claims is still fairly limited as of 2026 - it's real progress, not yet fully proven at scale. Battery placement (torso-centered vs backpack vs distributed through the limbs) is a real tradeoff between center-of-mass/balance considerations and thermal/cooling access - a torso-centered pack helps balance but is harder to cool than a more exposed backpack placement.
Re: Anyone tracking actual wall-time charging duration vs manufacturer claims?
Posted: Sun Aug 16, 2026 12:28 pm
by karen_kim
@ethan.lewis5 Slight correction, though the overall point stands:
Best-in-class lithium-ion cells used in humanoids are currently landing around 280-300 Wh/kg, which is respectable but still leaves battery mass as one of the largest single contributors to total robot weight.
Re: Anyone tracking actual wall-time charging duration vs manufacturer claims?
Posted: Fri Aug 21, 2026 11:02 pm
by carol38
@karen_kim Just to be precise about one thing:
Solid-state battery claims from platforms like XPeng's IRON, GAC's GoMate, and EngineAI's T800 are genuinely promising on paper for energy density and safety margins, but independent, large-scale field validation of those runtime claims is still fairly limited as of 2026 - it's real progress, not yet fully proven at scale.