Springer Verlag Soft Sensors for Monitoring P2

As regards the first block reported in Figure 3.1, a preliminary remark is needed. Generally, the first phase of any identification procedure should be the experiment design, with a careful choice of input signals used to force the process (Ljung, 1999). Here this aspect is not considered because the input signals are necessarily taken from the historical system database.