A novel adapting partial least square regression (APLS R) approach was proposed to develop the naphtha dry point soft sensor of the prima ry distillation tower.

• 提出了一种具有强非线性表达能力的自适应偏最小二乘回归(APLSR)方法；并应用于初顶石脑油干点软测量模型建立.