Root cause analysis (RCA) is the process through which we find the true cause of a
problem. It is a crucial process in manufacturing, as only after finding the root cause and …

For decades, industrial companies have been collecting and storing high amounts of data
with the aim of better controlling and managing their processes. However, this vast amount …

The development of information technology and process technology have been enhanced
the rapid changes in high-tech products and smart manufacturing, specifications become …

Fault detection and classification (FDC) is important for semiconductor manufacturing to
monitor equipment's condition and examine the potential cause of the fault. Each equipment …

Manufacturing quality prediction is one of the significant concerns in modern enterprise
production management, which provides data support for reliability assessment and …

The present study proposes a novel method for predicting the discharge capabilities of
lithium‐ion (Li‐ion) batteries using a digital twin model in practice. By combining cutting …

Nowadays, more attention has been placed on cost reductions and yield enhancement in
the semiconductor industry. During the manufacturing process, a considerable amount of …

Smart manufacturing systems typically consist of multiple machines with different processing
durations. The continuous monitoring of these machines produces multiple time-series …

Abstracts Wafer yield is crucial for assessing semiconductor fabrication enterprises' stability
and technological maturity. Quickly achieving the yield ramp-up of new products and timely …

Featured Application This review not only benefits researchers to develop strong research
themes and identify gaps in the field but also helps practitioners for DM and Big Data …