Data Analytics and Machine Learning for Smart Process Manufacturing: Recent Advances and Perspectives in the Big Data Era
Safe, efficient, and sustainable operations and control are primary objectives in industrial manufacturing processes. State-of-the-art technologies heavily rely on human intervention, thereby showing apparent limitations in practice. The burgeoning era of big data is influencing the process industri...
Main Authors: | Chao Shang, Fengqi You |
---|---|
Format: | Article |
Language: | English |
Published: |
Elsevier
2019-12-01
|
Series: | Engineering |
Online Access: | http://www.sciencedirect.com/science/article/pii/S2095809918312931 |
Similar Items
-
Big Data Analytics for Smart Manufacturing: Case Studies in Semiconductor Manufacturing
by: James Moyne, et al.
Published: (2017-07-01) -
Advanced Machine Learning Applications in Big Data Analytics
Published: (2023) -
Big Data Analytics for Smart Cities
by: Tania Cerquitelli, et al.
Published: (2021-06-01) -
Fast Big Data Analytics for Smart Meter Data
by: Morteza Mohajeri, et al.
Published: (2020-01-01) -
Advances in Big Data Bio Analytics
by: Nicos Angelopoulos, et al.
Published: (2019-09-01)