Dataset for Publication: Statistical and Predictive Analysis of Supported Catalytically Active Metal Solutions (SCALMS) in Propane Dehydrogenation

A total of 198 PDH experiments on Ga-Pt SCALMS were compiled and FAIR-formatted, yielding 149 complete cases with 20 descriptors spanning synthesis, support, metal loadings, reaction conditions, and four key performance indicators: low deactivation, high selectivity, conversion, and productivity.本数据集共收集并整理了198组针对镓-铂型结构化介孔载体负载活性层催化剂（Ga-Pt SCALMS）的丙烷脱氢（Propane Dehydrogenation，PDH）实验，并以FAIR（可发现、可访问、可互操作、可复用）数据规范完成标准化整理，最终得到149组完整有效实验样本。该数据集包含20项描述参数，涵盖催化剂合成、载体性质、金属负载量、反应条件等维度，同时包含四项核心性能指标：低失活性能、高选择性、转化率以及生产能力。