恒翼能FGS化成分容软件数据

1、工艺缺陷实时干预 若温升速率＞1℃/min → 自动降低电流至2.0A，避免SEI膜过度生长； 2、安全生产主动防控 多级响应机制： 三级预警：单库位温度＞45℃，调取相邻库位数据比对 二级报警：同托盘3+电芯ΔT＞5℃/min，启动负压系统+水冷功率翻倍 一级紧急中断：P＞0.8或电压骤降＞10%，切断电流并启动消防喷淋 3、能效与成本优化 智能调度策略： 基于结束容量与标称容量偏差＞5% → 自动分选至B品组（减少无效分容）； 谷电时段优先执行高能耗工步； 4、跨系统数据融合 将工步运行时间、温度曲线上传至云平台服务器，构建工艺数字孪生体，模拟参数优化方案； 输出定制报表：温控能耗分析表、分容合格率热力图等。

1. Real-time intervention for process defects: If the temperature rise rate exceeds 1℃/min, automatically reduce the current to 2.0 A to avoid overgrowth of the SEI film;
2. Active safety prevention and control with multi-level response mechanism:
- Tier 3 warning: When the temperature of a single storage location exceeds 45℃, retrieve and compare data from adjacent storage locations;
- Tier 2 alarm: When the temperature difference (ΔT) of 3 or more cells on the same pallet exceeds 5℃/min, start the negative pressure system and double the water cooling power;
- Tier 1 emergency shutdown: When the power P > 0.8 or the voltage drops sharply by more than 10%, cut off the current and activate the fire sprinkler system;
3. Energy efficiency and cost optimization with intelligent scheduling strategy:
- Automatically sort cells into the B-grade product group when the deviation between the final test capacity and the nominal capacity exceeds 5%, to reduce ineffective capacity grading;
- Prioritize high-energy-consumption process steps during off-peak electricity hours;
4. Cross-system data fusion: Upload process step operation time and temperature curves to the cloud platform server, construct a digital twin of the production process, and simulate parameter optimization schemes; Output customized reports including temperature control energy consumption analysis table, heat map of capacity grading qualification rate, etc.

搜集汇总

背景与挑战

背景概述

该数据集由广东恒翼能科技股份有限公司申请，包含化成分容软件的高精度工艺数据，覆盖电芯化成分容全流程，具有工艺-设备-安全联动、跨平台部署和能效优化算法等特点。数据格式为csv，处理规则包括数据清洗和工艺参数优化等。