Online soft sensor design using local partial least squares models with adaptive process state partition
We propose a soft sensing method using local partial least squares models with adaptive process state partition, referring to as the LPLS-APSP, which is capable of effectively handling time-varying characteristics and nonlinearities of processes, the two major adverse effects of common industrial pr...
| Main Authors: | , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
2015-05-15.
|
| Subjects: | |
| Online Access: | Get fulltext Get fulltext |