Based on the random state model,the Kalman filter and sequential filter were presented to estimate the BOD concentration only using the DO concentration which can be measured immediately.

• 基于随机状态模型,提出了用卡尔曼滤波和序列滤波两种方法,以能够立即测定的DO浓度来实时估计不易测定的BOD浓度。