2023讯飞电池

通过电炉空间温度推测产品内部温度，设计烧结过程的温度场和浓度场的最优控制律：
- 任务输入：电炉对应17个温区的实际生产数据，分别是电炉上部17组加热棒设定温度T1-1~T1-17，电炉下部17组加热棒设定温度T2-1~T2-17，底部17组进气口的设定进气流量V1-V17；
- 任务输出：电炉对应17个温区上部空间和下部空间17个测温点的测量温度值。通过电炉空间温度推测产品内部温度，设计烧结过程的温度场和浓度场的最优控制律：

、

Infer the internal temperature of products based on the spatial temperature of the electric furnace, and design the optimal control law for the temperature field and concentration field during the sintering process:
- Task Input: Actual production data corresponding to the 17 temperature zones of the electric furnace, specifically including the set temperatures of 17 groups of upper heating rods (T1-1 ~ T1-17), the set temperatures of 17 groups of lower heating rods (T2-1 ~ T2-17), and the set inlet flow rates of 17 bottom air inlets (V1 ~ V17);
- Task Output: Measured temperature values at 17 temperature measurement points in the upper and lower spatial regions corresponding to the 17 temperature zones of the electric furnace. Infer the internal temperature of products based on the spatial temperature of the electric furnace, and design the optimal control law for the temperature field and concentration field during the sintering process:

搜集汇总

背景与挑战

背景概述

该数据集旨在通过电炉空间温度来推测产品内部温度，并设计烧结过程中温度场和浓度场的最优控制律。输入数据包括电炉17个温区的实际生产参数，如加热棒设定温度和进气流量；输出为对应温区的空间测量温度值。数据集提供了train.csv和test.csv文件用于模型训练与测试。