Predictive Maintenance · Real-time Analytics
Guiyang Economic Development Zone needed a regional platform that could move hundreds of factories onto AI-assisted, cloud-connected operations so it could improve safety, maintenance, and energy efficiency while building a larger digital-manufacturing cluster.
Reported impact
The zone gained a shared industrial-internet foundation that improves safety supervision, enables more precise maintenance, reduces energy costs for participating firms, and helps grow the broader regional manufacturing ecosystem.
Guiyang Economic Development Zone used Baidu AI Cloud's Kaiwu Industrial Internet Platform to create a zone-level operating layer for industrial digital transformation. The program targeted more than four hundred industrial enterprises and has already delivered device-cloud, data-processing, and enterprise-application services to over one hundred companies. On the shop floor, AI safety-inspection capabilities watch key areas and flag clothing or electrostatic-protection violations with instant red-light warnings, while temperature-and-humidity monitoring and cloud energy-control analysis track operating conditions and energy consumption. The same platform also supports maintenance workflows: when a connected enterprise sees an equipment alarm, it can upload fault photos so service partners can diagnose the issue and perform more precise repair. Together, these services make Kaiwu a shared industrial backbone for safety, efficiency, and ecosystem growth across the zone.
Equipment, camera, and environmental data from connected factories flows into the Kaiwu platform, where safety models detect violations and energy analytics evaluate temperature, humidity, and power use. Alarm photos and warnings are then routed to enterprise operators and maintenance providers so they can intervene, repair equipment, and optimize operating costs.
Baidu AI Cloud deployed industrial internet capabilities in Guiyang Economic Development Zone and has already provided device-cloud, data-processing, and enterprise-application services to more than 100 enterprises (original: 百度智能云在贵州省贵阳市经济技术开发区部署工业互联网，已经为100多家企业提供设备上云，数据处理和企业应用服务).
Baidu won the zone's industrial-internet project in 2020 and planned to transform more than 400 industrial enterprises (original: 2020年9月，百度中标贵阳经开区工业互联网项目，将对贵阳经开区400多家工业企业实施工业互联网的改造).
Cloud-based temperature, humidity, and energy-control analysis helps reduce energy use and prevent transformer overload or other abnormalities (original: 工业互联网平台上的温湿度监控分析…云端的能源管控分析着能源消耗，为节能降耗提供依据，预防变压器超载等异常情况保护设备安全运转).
One company reported nearly CNY 100,000 in electricity savings, and another added 8 cooperative customers through precise maintenance enabled by uploaded alarm photos (original: 自5月以来，通过平台分析提供的解决方案，我们节约了近10余万元的电费 / 同时通过平台上传设备报警照片，我们根据预警情况，进行精准维修…新增了8家合作客户).
The AI safety-inspection system can repeatedly warn at second-level speed when workers enter without proper clothing or procedures (original: 随处可见的“眼睛”能实时捕捉工人行为…可实现秒级速度反复提醒，为安全生产保驾护航).
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