Beginner score
55/100
Competition workspace
适合新能源行业的科研机构、企事业单位、高校或创业团队，尤其是已有风电、光伏或储能设备运维数据与故障预警方案的人；也适合熟悉新能源场站交易、能结合指定省区交易规则设计电价预测和申报策略的团队。参评项目必须使用文心大模型或飞桨，且每队不超过3人。
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…
适合新能源行业的科研机构、企事业单位、高校或创业团队，尤其是已有风电、光伏或储能设备运维数据与故障预警方案的人；也适合熟悉新能源场站交易、能结合指定省区交易规则设计电价预测和申报策略的团队。参评项目必须使用文心大模型或飞桨，且每队不超过3人。
If the items below still feel unfamiliar, you usually get a better result by preparing first instead of rushing in.
飞桨（PaddlePaddle）框架
文心大模型应用
新能源设备故障预警
电力市场交易规则
机器学习模型验证
方案PPT与Demo制作
The real friction is usually not library usage. It is validation, time allocation, and task framing.
难点不只是训练模型，而是把技术整理成可评审、可落地的产业方案：预警赛题要给出完整算法流程图和模型效果验证，交易赛题则要结合山西、山东、甘肃、蒙西等省区的实际交易规则。同时还必须提交可展示的应用Demo和涵盖数据处理、技术选型、效果展示的标准PPT。
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.
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Official metric is not published on the Baidu AI Studio competition listing; verify scoring on the competition page.