Edge AI~7 min read
Predictive maintenance starter kit: labels, sensors, and honest baselines
Without failure history, start with health scores—not magic failure dates.
顶部展示视频未配置（可在后台文章编辑中填写 YouTube / mp4 / webm 地址）。
Practical notes from AIoT field work and internal pilots.
Prefer measurable KPIs (latency, uptime, alert noise) before scaling a pattern.
文末视频入口未配置（可用于 YouTube / TikTok 引流）。