What's the actual cycle life being quoted for humanoid battery packs?

Battery chemistry, pack design, BMS, runtime, charging/swapping, and keeping actuators from cooking themselves.
johnrossi
Posts: 119
Joined: Thu Jun 19, 2025 2:39 am

Re: What's the actual cycle life being quoted for humanoid battery packs?

Post by johnrossi »

@williams84 Same conclusion I've come to. Also worth noting: 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.
she/her
deborah59
Posts: 227
Joined: Mon Nov 18, 2024 9:37 am

Re: What's the actual cycle life being quoted for humanoid battery packs?

Post by deborah59 »

@johnrossi This is exactly the kind of context I was looking for. Regenerative braking on humanoid joints can recover some energy during deceleration phases of walking, but the actual energy recovered is modest compared to a vehicle, since humanoid joints don't sustain the same continuous high-speed rotation that makes regen worthwhile in EVs. Thermal margin in a densely packed humanoid chassis is often the real limiting factor on sustained performance, not raw motor power - actuators get thermally throttled well before they'd hit their absolute torque limits, especially during repeated high-load cycles like continuous lifting.
Ex-automotive, now full-time robots.
jchen
Posts: 70
Joined: Fri Dec 19, 2025 2:19 pm

Re: What's the actual cycle life being quoted for humanoid battery packs?

Post by jchen »

I'd take that specific number with a grain of salt, honestly. Thermal margin in a densely packed humanoid chassis is often the real limiting factor on sustained performance, not raw motor power - actuators get thermally throttled well before they'd hit their absolute torque limits, especially during repeated high-load cycles like continuous lifting.
"The best actuator is the one that doesn't overheat."
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