Kontakt
Wie einkaufen
Versand
Kaufberater
Dynamic Modeling of Complex Industrial Processes: Data-driven Methods and Application Research
Englisch
249 b
Bis zu 30 Tage Rückgaberecht
Kunden kauften auch
/
Broschur
32.49
€
/
Broschur
63.29
€
/
Broschur
49.89
€
This thesis develops a systematic, data-based dynamic modeling framework for industrial processes in keeping with the slowness principle. Using said framework as a point of departure, it then proposes novel strategies for dealing with control monitoring and quality prediction problems in industrial production contexts. The thesis reveals the slowly varying nature of industrial production processes under feedback control, and integrates it with process data analytics to offer powerful prior knowledge that gives rise to statistical methods tailored to industrial data. It addresses several issues of immediate interest in industrial practice, including process monitoring, control performance assessment and diagnosis, monitoring system design, and product quality prediction. In particular, it proposes a holistic and pragmatic design framework for industrial monitoring systems, which delivers effective elimination of false alarms, as well as intelligent self-running by fully utilizing the information underlying the data. One of the strengths of this thesis is its integration of insights from statistics, machine learning, control theory and engineering to provide a new scheme for industrial process modeling in the era of big data.
Informationen zum Buch
Englisch
Kategorie
Verschenken Sie dieses Buch noch heute
Es ist ganz einfach
1 Legen Sie das Buch in Ihren Warenkorb und wählen Sie den Versand als Geschenk 2 Wir schicken Ihnen umgehend einen Gutschein 3 Das Buch wird an die Adresse des beschenkten Empfängers geliefertDas könnte Sie auch interessieren
/
Hardcover
57.31
€
/
Broschur
9.09
€
/
Broschur
7.29
€
/
Broschur
91.59
€
Hallo! Ich bin Libroamiko, dein Buchberater.
Wie kann ich dir helfen?