Beginner score
55/100
Competition workspace
适合能按所选赛道处理新能源业务数据并交付可部署模型的团队：故障预警需要处理风机振动和设备运行状态数据，功率预测需要处理风电/光伏发电与气象时序数据，图像识别需要开发安全与设备缺陷识别模型。参赛者还需能完成签字或盖章报名、签署保密及知识产权协议，并在指定竞赛平台部署和适配模型。
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…
适合能按所选赛道处理新能源业务数据并交付可部署模型的团队：故障预警需要处理风机振动和设备运行状态数据，功率预测需要处理风电/光伏发电与气象时序数据，图像识别需要开发安全与设备缺陷识别模型。参赛者还需能完成签字或盖章报名、签署保密及知识产权协议，并在指定竞赛平台部署和适配模型。
If the items below still feel unfamiliar, you usually get a better result by preparing first instead of rushing in.
新能源时序数据建模
SCADA与气象数据处理
深度学习模型开发
模型部署与环境打包
CSV/文本结果文件生成
图像识别与HTTP接口开发
The real friction is usually not library usage. It is validation, time allocation, and task framing.
难点不仅是建模，还在于把模型做成可在竞赛平台运行的交付物：需要按规定打包模型、依赖和预测代码/结果，并兼顾效果与运行性能。图像赛道还要求提供“输入一张图片，输出算法的结果”的二次识别接口；功率预测则需同时覆盖A、B组风电场和光伏电站的多项预测要素。
This guide is the best pre-read if you want a cleaner start instead of trial-and-error.
A simple framework for choosing a competition that teaches instead of overwhelming you.
How to Choose Your First AI CompetitionUse 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.