Beginner score
55/100
Competition workspace
适合具备风电设备故障诊断或工业时序异常检测经验，并能在飞桨 AI Studio上训练、提交算法包的团队。页面明确参赛主体须为中国境内合法注册的独立法人或其他组织，个人参赛者并不符合所列资格要求。
Suggested next step
Decide whether this contest fits your current stage before you sink time into the leaderboard.
Beginner score
55/100
Learning value
58/100
Estimated effort
10-30 hours
Metric
Official scoring is published on the Ba…
适合具备风电设备故障诊断或工业时序异常检测经验，并能在飞桨 AI Studio上训练、提交算法包的团队。页面明确参赛主体须为中国境内合法注册的独立法人或其他组织，个人参赛者并不符合所列资格要求。
If the items below still feel unfamiliar, you usually get a better result by preparing first instead of rushing in.
风电设备故障诊断
时序数据建模
异常检测
飞桨 AI Studio
模型打包加密
模型部署与调试
The real friction is usually not library usage. It is validation, time allocation, and task framing.
难点不只是训练诊断模型：进入复赛后需要把加密打包的模型适配并部署到新能源生产管理平台，完成调试和3个月试运行。初赛还同时考察模型效果、运行性能及报价相关材料，且每队平台成功评测最多5次。
This guide is the best pre-read if you want a cleaner start instead of trial-and-error.
How to learn feature engineering, validation, and competition workflow without heavy hardware.
No GPU? Pick Competitions That Still Teach You Good HabitsUse these fields to make a quick decision before you dive deeper.
Registration is unverified; confirm availability on the official page before investing.
Sign in to save competitions and build your own shortlist.
Rules, files, submission details, and the live deadline still come from the official page.
These competitions share a similar domain or difficulty level.
Separate what is confirmed from what still needs review. Official rules and deadlines win — report anything that looks wrong.
Official metric is not published on the Baidu AI Studio competition listing; verify scoring on the competition page.
reward_value_usd is a rough CNY→USD estimate (×0.14) for ranking only; use reward_summary for the official prize text.