Biao Huang and Sirish L. Shah، نويسنده ,

1384237

Closed-loop identification: a two step approach

11564

The accuracy aspects of identification (with respect to both variance and bias of estimates) and the role of filtering in closed-loop identification is discussed in this paper. It is shown that the key difference between closed-loop and open-loop identification is the existence of the sensitivity function. A closed-loop identification algorithm which asymptotically yields the same expressions as open-loop identification, in both variance and bias errors, is proposed. The proposed algorithm is evaluated by simulated examples as well as experiments performed on a computer-interfaced pilot-scale process.

425

Closed-loop identification , Process identification , Prediction error methods , Reduced-complexity models

Studia Iranica

438

438