Industry 4.0 is collaborating directly for the technological revolution. Both machines and
managers are daily confronted with decision making involving a massive input of data and …

Industry 4.0 (I4. 0) encompasses a plethora of digital technologies effecting on
manufacturing enterprises. Most research on this topic examines the effects in the smart …

Artificial intelligence (AI) is predicted to radically transform the ways manufacturing firms
create, deliver, and capture value. However, many manufacturers struggle to successfully …

European manufacturing companies face increasing pressure to adopt digitalization
technologies discussed in the emerging paradigm of Industry 4.0. On the other hand …

Recent findings have shown that Digital Twin served multiple constituencies. However, the
dilemma between the scope and scale needs a sophisticated reference architecture, a right …

Manufacturing firms are increasingly seeking to capture the potential of digitalization by
transforming towards digital servitization. Yet, most manufacturers struggle to realize the …

Digital technologies (DTs), such as the Internet of Things (IoT), big data, and data analytics,
are considered essential enablers of the circular economy (CE). However, as both CE and …

The Industry 4.0 literature has exponentially grown in the past decade. We aim to
understand how this literature has evolved and propose future research opportunities. We …

Abstract Digital technologies for Industry 4.0, such as the Internet of Things, cloud
computing, big data and analytics, have attracted much attention from both researchers and …

Servitization and digitalization are two business model innovations that have affected
product companies. From the convergence of these two trends, digital servitization emerged …