0
Your cart

Your cart is empty

Books > Professional & Technical > Mechanical engineering & materials > Production engineering > Reliability engineering

Buy Now

Dynamic Modeling of Complex Industrial Processes: Data-driven Methods and Application Research (Hardcover, 1st ed. 2018) Loot Price: R2,947
Discovery Miles 29 470
Dynamic Modeling of Complex Industrial Processes: Data-driven Methods and Application Research (Hardcover, 1st ed. 2018): Chao...

Dynamic Modeling of Complex Industrial Processes: Data-driven Methods and Application Research (Hardcover, 1st ed. 2018)

Chao Shang

Series: Springer Theses

 (sign in to rate)
Loot Price R2,947 Discovery Miles 29 470 | Repayment Terms: R276 pm x 12*

Bookmark and Share

Expected to ship within 10 - 15 working days

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.

General

Imprint: Springer Verlag, Singapore
Country of origin: Singapore
Series: Springer Theses
Release date: March 2018
First published: 2018
Authors: Chao Shang
Dimensions: 235 x 155mm (L x W)
Format: Hardcover
Pages: 143
Edition: 1st ed. 2018
ISBN-13: 978-981-10-6676-4
Categories: Books > Science & Mathematics > Mathematics > Probability & statistics
Books > Professional & Technical > Mechanical engineering & materials > Production engineering > Reliability engineering
Books > Professional & Technical > Electronics & communications engineering > Electronics engineering > Automatic control engineering > General
Promotions
LSN: 981-10-6676-0
Barcode: 9789811066764

Is the information for this product incomplete, wrong or inappropriate? Let us know about it.

Does this product have an incorrect or missing image? Send us a new image.

Is this product missing categories? Add more categories.

Review This Product

No reviews yet - be the first to create one!

You might also like..

Practical Applications in Reliability…
Muhammad Zubair Hardcover R2,838 Discovery Miles 28 380
Reliability and Maintenance - An…
Leo Kounis Hardcover R3,430 Discovery Miles 34 300
Engineering Failure Analysis
Kary Thanapalan Hardcover R3,427 Discovery Miles 34 270
Compressor Technology Advances - Beyond…
Hurlel Elliott, Heinz Bloch Hardcover R6,245 R4,812 Discovery Miles 48 120
System of System Failures
Takafumi Nakamura Hardcover R3,397 Discovery Miles 33 970
Maintenance - Roadmap to Reliability…
Rolly Angeles Hardcover R2,255 Discovery Miles 22 550
Digital Hardware Testing…
Rochit Rajsuman Hardcover R3,599 Discovery Miles 35 990
Reliability - A Shared Responsibility…
Rolly Angeles Hardcover R2,298 Discovery Miles 22 980
Wireless Multi-Access Environments and…
Gabriel-Miro Muntean, Ramona Trestian Hardcover R5,374 Discovery Miles 53 740
Reliability and Optimization of…
D.M. Frangopol, R.B. Corotis, … Hardcover R7,832 Discovery Miles 78 320
Industrial Reliability and Safety…
Dilbagh Panchal, Mangey Ram, … Hardcover R2,900 Discovery Miles 29 000
Safety, Reliability and Risk Management
Robin Tait, Sue Cox Hardcover R3,580 Discovery Miles 35 800

See more

Partners