Abstract Human-Robot Collaboration (HRC) is key to achieving the flexible automation
required by the mass personalization trend, especially towards human-centric intelligent …

The typical way to conduct data-driven prognosis is to train a degradation model with
historical data, then apply the model to predict failure for in-service units. Most existing works …

Profile monitoring is a widely used tool in quality control. The rapid development of sensor
technology has created unprecedented opportunities for multi-channel profile data …

Modern large-scale manufacturing systems typically involve joint efforts of multiple plants to
finish the final product. The advances of information technologies, on the other hand, enable …

In complex manufacturing systems, materials are processed by machines sequentially
before final products are obtained, forming a Multistage Manufacturing Process (MMP). In a …

Complex manufacturing systems usually contain a large number of variables. Dominated by
certain engineering mechanisms, these variables show complicated relationships that …

Thanks to the advances in data collection and storage systems, data-rich environments are
widely available. Examples of these data acquisition systems are GM's OnStar, Amazon Go …

Key performance indicators (KPIs) modeling and control is important for efficient design and
operation of complex manufacturing production systems. This paper proposes to implement …