光伏电池制备参数与工艺分析数据集

数据主要来源于公司研发部门与生产部门，从公司实验室小试、中试线验证及量产线工艺优化全过程中采集。数据采集设备包括半导体参数分析仪、薄膜厚度测试仪等专业设备，所有数据均已脱敏处理涉及商业机密的敏感信息，并加密上传至公司内部系统中，数据信息进行规则加工处理之后，形成数据集。The dataset is primarily sourced from the R&D and production departments of the company. Data was collected across the entire workflow, including lab-scale pilot tests in the company's laboratories, validation on pilot production lines, and process optimization on mass production lines. The data collection utilizes professional equipment such as semiconductor parameter analyzers and film thickness testers. All sensitive information involving trade secrets has been desensitized, and the processed data is encrypted and uploaded to the company's internal system. Finally, the data undergoes rule-based processing and organization to form the finalized dataset.

搜集汇总

背景与挑战

背景概述

该数据集聚焦光伏电池制备领域，包含60条记录，覆盖钙钛矿电池、TOPCon电池和单晶硅PERC等多种技术路线，详细记录了材料体系、沉积方法、退火条件等关键工艺参数及其对应的光电转换效率等性能指标。数据集通过标准化算法规则确保数据质量，旨在为光伏电池生产企业提供工艺优化指导，支持材料研究和产业政策制定，助力高效电池技术的产业化发展。