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Re: How do you budget thermal margin when actuators are packed that densely?
Posted: Fri Nov 14, 2025 2:36 am
by williams84
@carol38 I'll believe the stronger version of that claim when it's independently verified.
Fast charging accelerates capacity fade over repeated cycles, so fleet operators generally have to choose between minimizing downtime (fast charging) and maximizing pack lifespan (slower charging or swap-based approaches) rather than getting both for free. Distributed power architectures (multiple smaller packs or local capacitor buffering near high-draw actuators) can reduce peak current demands on the main bus and improve fault isolation, at the cost of added complexity versus a single central pack.
Re: How do you budget thermal margin when actuators are packed that densely?
Posted: Sat Nov 22, 2025 4:10 pm
by noah_pate
This is exactly the kind of context I was looking for.
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.
Re: How do you budget thermal margin when actuators are packed that densely?
Posted: Wed Dec 03, 2025 12:21 am
by nancy_lewi
@noah_pate This raises a question for me -
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: How do you budget thermal margin when actuators are packed that densely?
Posted: Sat Dec 06, 2025 11:12 am
by servoken70
@nancy_lewi Here's what I know on this:
Higher-voltage power architectures reduce resistive losses and current draw through the wiring harness for a given power level, which is part of why some newer platforms are moving away from lower-voltage packs as total system power demand climbs. 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.
Anyway, good thread - following for more.