胶粘剂配方 · 模板详情

字段说明

取值范围与选项来自模板 YAML

字段	类型	单位	取值范围 / 选项	示例值	建模
`adhesive_chemistry` 化学体系	categorical		polyurethane, epoxy, silicone, acrylic, SBS, hotmelt, anaerobic, UV-acrylic	`silicone`	连续描述符
`application_scenario` 应用场景	categorical		pv-module-sealing, pv-backsheet-lamination, ev-battery-structural, ev-battery-thermal-gap, automotive-direct-glazing, automotive-body-structural, electronic-potting, pcb-bonding, packaging-label, footwear	`pv-module-sealing`	仅模型输入
`cure_duration_min` 固化时长	numeric	`min`	2, 10, 30, 60, 120, 720, 1440, 2880, 4320	`1440`	可搜索
`cure_humidity_percent` 固化湿度	numeric	`%`	30.0 – 80.0	`55`	可搜索
`cure_temp_c` 固化温度	numeric	`°C`	25, 60, 80, 100, 120, 150, 180	`25`	可搜索
`density_g_per_cm3` 密度	numeric	`g/cm^3`	0.8 – 4.5	`1.42`	仅模型输入
`elongation_percent` 断裂伸长率	numeric	`%`	0.0 – 1200.0	`420`	仅模型输入
`full_cure_time_h` 完全固化时间	numeric	`h`	0.01 – 336.0	`168`	仅模型输入
`lap_shear_mpa` 搭接剪切强度	numeric	`MPa`	0.0 – 50.0	`2.1`	仅模型输入
`lap_shear_substrate_a` 基材 A	categorical		glass, aluminum, steel, copper, PET, FR4, silicon, PUR-foam, leather, paper, wood	`glass`	可搜索
`lap_shear_substrate_b` 基材 B	categorical		EVA, EVA-foam, aluminum, steel, e-coat steel, glass, PET, PPO, FR4, silicon, ABS, rubber, paper, wood	`EVA`	可搜索
`packaging_form` 包装形态	categorical		one-component, two-component, UV-curable, film, pellet	`one-component`	可搜索
`peel_strength_n_mm` 剥离强度	numeric	`N/mm`	0.0 – 20.0	`3.5`	仅模型输入
`scenario_industry` 应用行业	categorical		photovoltaic, new-energy-vehicle, automotive, electronics, consumer	`photovoltaic`	仅模型输入
`shore_hardness` 硬度	numeric	`Shore`	10.0 – 95.0	`42`	仅模型输入
`solids_content_percent` 固含量	numeric	`%`	40.0 – 100.0	`100`	可搜索
`tensile_strength_mpa` 拉伸强度	numeric	`MPa`	0.0 – 60.0	`2.4`	仅模型输入
`tg_celsius` 玻璃化转变温度	numeric	`°C`	-80.0 – 200.0	`-40`	仅模型输入
`thermal_conductivity_w_mk` 导热系数	numeric	`W/(m·K)`	0.1 – 12.0	`0.32`	仅模型输入
`thixotropic_index` 触变指数	numeric		1.0 – 8.0	`4.8`	仅模型输入
`viscosity_mpas` 粘度	numeric	`mPa·s`	100.0 – 2000000.0	`180000`	仅模型输入

优化目标与采集策略

acquisition 默认值按目标标定

目标	方向	单位	代理模型	采集函数	标定来源
`lap_shear_mpa`	最大化	`MPa`	rf	ucb β=1.5 · batch 4	NOT calibrated. Small-sample default (30 demo rows, 2026-08-07). β=1.5 chosen per the small-sample guidance in platform-multitenant-design.md §5.3, not from a held-out experiment. Do not cite as calibrated.
`peel_strength_n_mm`	最大化	`N/mm`	rf	ucb β=1.5 · batch 4	NOT calibrated. Small-sample default (30 demo rows, 2026-08-07). β=1.5 chosen per the small-sample guidance in platform-multitenant-design.md §5.3, not from a held-out experiment. Do not cite as calibrated.
`tensile_strength_mpa`	最大化	`MPa`	rf	ucb β=1.5 · batch 4	NOT calibrated. Small-sample default (30 demo rows, 2026-08-07). β=1.5 chosen per the small-sample guidance in platform-multitenant-design.md §5.3, not from a held-out experiment. Do not cite as calibrated.
`elongation_percent`	最大化	`%`	rf	ucb β=1.5 · batch 4	NOT calibrated. Small-sample default (30 demo rows, 2026-08-07). β=1.5 chosen per the small-sample guidance in platform-multitenant-design.md §5.3, not from a held-out experiment. Do not cite as calibrated.
`thermal_conductivity_w_mk`	最大化	`W/(m·K)`	rf	ucb β=1.5 · batch 4	NOT calibrated. Small-sample default (30 demo rows, 2026-08-07). β=1.5 chosen per the small-sample guidance in platform-multitenant-design.md §5.3, not from a held-out experiment. Do not cite as calibrated.

示例数据

官方 adhesive 示例前 5 行（共 43 列）

sample_id	product_grade	material_name	adhesive_chemistry	packaging_form	mix_ratio	solids_content_percent	density_g_per_cm3	…
`HT-PV-001`	`HT-906A`	`HT-906A PV edge sealant`	`silicone`	`one-component`		`100`	`1.42`	+35 列
`HT-PV-002`	`HT-906B`	`HT-906B PV junction-box sealant`	`silicone`	`one-component`		`100`	`1.45`	+35 列
`HT-PV-003`	`HT-PUR-31`	`HT-PUR-31 backsheet laminating adhesive`	`polyurethane`	`two-component`	`5:1 w/w`	`75`	`1.12`	+35 列
`HT-EV-001`	`HT-EVB-501`	`HT-EVB-501 battery cell-to-pack structural`	`epoxy`	`two-component`	`1:1 v/v`	`99`	`1.55`	+35 列
`HT-EV-002`	`HT-EVB-502`	`HT-EVB-502 battery module thermal gap filler`	`silicone`	`two-component`	`1:1 v/v`	`99`	`2.8`	+35 列

完整文件可从上方「下载 CSV 模板」获得（表头为模板字段名，含一行示例）。