Review of research in manufacturing prognostics
Review of research in manufacturing prognostics
A prognostic is the process of predicting the future state of a system. This dissertation is aimed at tackling the current manufacturing trends on monitoring and diagnostic to achieve zero down time, also to review on various techniques used to aid the manufacturing prognostics and to find the opportunities for the future work. A literature classification scheme is suggested. A total of 174 papers from journals and international conference are classified into content and process related issues. Methodologies used in literature are categorized into conceptual, descriptive, empirical, exploratory cross-sectional and exploratory longitudinal approaches. Based on this, trend and gaps in manufacturing prognostic is explored and future research trends for automatic generation of solution are proposed.
Master of Science (Computer Integrated Manufacturing)
109 p.
- Nanyang Technological University Singapore
DRNTU::Engineering::Manufacturing, 650
DRNTU::Engineering::Manufacturing, 650
selected citations These citations are derived from selected sources.This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).0 popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.Average influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).Average impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.Average
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