Dynamic modeling of complex industrial processes : data-driven methods and application research /: data-driven methods and application research. (2018)

• Record Type: Book
• Further Information: Note: Chao Shang.
• Authors: Shang, Chao
• Contents: Introduction -- Concurrent monitoring of steady state and process dynamics with SFA -- Online monitoring and diagnosis of control performance with SFA and contribution plots -- Recursive SFA algorithm and adaptive monitoring system design -- Probabilistic SFR model and its applications in dynamic quality prediction -- Improved DPLS model with temporal smoothness and its applications in dynamic quality prediction -- Nonlinear and dynamic soft sensing model based on Bayesian framework -- Summary and open problems.
• Publisher Details: Singapore : Springer
• Publication Date: 2018
• Extent: 1 online resource
• Subjects: 670.1/5118; Manufacturing processes -- Mathematical models; Manufacturing processes -- Computer simulation; Manufacturing processes -- Data processing; TECHNOLOGY & ENGINEERING -- Industrial Engineering; TECHNOLOGY & ENGINEERING -- Industrial Technology; TECHNOLOGY & ENGINEERING -- Manufacturing; TECHNOLOGY & ENGINEERING -- Technical & Manufacturing Industries & Trades; Manufacturing processes -- Computer simulation; Manufacturing processes -- Data processing; Manufacturing processes -- Mathematical models; Electronic books
• Languages: English
• ISBNs: 9789811066771; 9811066779
• Related ISBNs: 9789811066764; 9811066760
• Notes: Note: Includes bibliographical references.; Note: Online resource; title from PDF title page (SpringerLink, viewed February 27, 2018).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.