# AgiBot proposes Worken robot energy-efficiency unit, discloses CEL collective experience learning validation results

- Source: 人形大讲堂 · 微信公众号
- Published: 2026-11-02T13:00:00.000Z
- RoboHot: https://robohot.news/en/items/e2ptlkzycl18gtqn5fd948e7o
- Original: https://mp.weixin.qq.com/s?__biz=MzkzMjY2Mzc5MA==&mid=2247496496&idx=1&sn=42f3a4e3287f32827f0622aeb0ecc12c&chksm=c34c5642aef05da3bc51c50b21dcec5e8c8235f78c6c0009946b6b067f0c60c10cf537543788&scene=126&sessionid=1793628908#rd

## Summary

At its 2026 Innovation Day, AgiBot's Peng Zhihui proposed the robot energy-efficiency unit Worken, defined as the number of active robots × autonomous working hours × output efficiency ratio, to measure how much work robots actually do. At the Longqi factory, 8 robots worked a cumulative 528 hours with an output efficiency ratio of 0.7, for a total of 2,956.8 Worken; at Guangzhou Metro, 120 robots worked 240 hours with an efficiency ratio of about 0.5, for a total of 14,400 Worken.