Journal ArticleDOI
A comprehensive review of big data analytics throughout product lifecycle to support sustainable smart manufacturing: A framework, challenges and future research directions
Shan Ren,Yingfeng Zhang,Yang Liu,Yang Liu,Tomohiko Sakao,Donald Huisingh,Cecília M.V.B. Almeida +6 more
TLDR
Smart manufacturing has received increased attention from academia and industry in recent years, as it provides competitive advantage for manufacturing companies making industry more efficient and more efficient as discussed by the authors. But, the benefits of smart manufacturing are limited.About:
This article is published in Journal of Cleaner Production.The article was published on 2019-02-10. It has received 257 citations till now. The article focuses on the topics: Product lifecycle & Competitive advantage.read more
Citations
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Linking big data analytics and operational sustainability practices for sustainable business management
Rakesh D. Raut,Sachin Kumar Mangla,Vaibhav S. Narwane,Bhaskar B. Gardas,Pragati Priyadarshinee,Balkrishna E. Narkhede +5 more
TL;DR: In this article, a hybrid Structural Equation Modelling - Artificial Neural Network model is used to analyse 316 responses of Indian professional experts to predict sustainable business performance through big data analytics in the context of developing countries.
Journal ArticleDOI
A review of emerging industry 4.0 technologies in remanufacturing
Mairi Kerin,Duc Truong Pham +1 more
TL;DR: A review of the literature on the emerging digital technologies of Industry 4.0 (I4.0) focussed on the applicability of the Internet of Things (IoT), Virtual Reality (VR) and Augmented Reality (AR) in remanufacturing is presented in this paper.
Journal ArticleDOI
Digital twin in smart manufacturing
TL;DR: In this paper , a quantitative green performance evaluation of smart manufacturing (GPEoSM) driven by digital twin-based industrial information integration system is carried out, based on the mapping between entity and model of the smart manufacturing projects.
Journal ArticleDOI
Digital Transformation and Environmental Sustainability: A Review and Research Agenda
TL;DR: In this paper, the authors present a framework that outlines the transformations in four key areas: pollution control, waste management, sustainable production, and urban sustainability, and propose an agenda for future research in terms of organizational capabilities, performance, and digital transformation strategy regarding environmental sustainability.
Journal ArticleDOI
Applications of big data in emerging management disciplines: A literature review using text mining
TL;DR: This study takes a systematic literature review approach to uncover the emerging management areas supported by big data in contemporary times using network analysis followed by natural language processing summarization techniques to find the emerging new management areas which are yet to get much attention.
References
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Journal ArticleDOI
Internet of Things (IoT): A vision, architectural elements, and future directions
TL;DR: In this article, the authors present a cloud centric vision for worldwide implementation of Internet of Things (IoT) and present a Cloud implementation using Aneka, which is based on interaction of private and public Clouds, and conclude their IoT vision by expanding on the need for convergence of WSN, the Internet and distributed computing directed at technological research community.
Posted Content
Towards a Methodology for Developing Evidence-Informed Management Knowledge by Means of Systematic Review
TL;DR: The extent to which the process of systematic review can be applied to the management field in order to produce a reliable knowledge stock and enhanced practice by developing context-sensitive research is evaluated.
Journal ArticleDOI
Towards a Methodology for Developing Evidence-Informed Management Knowledge by Means of Systematic Review
TL;DR: In this article, the authors evaluate the process of systematic review used in the medical sciences to produce a reliable knowledge stock and enhanced practice by developing context-sensitive research and highlight the challenges in developing an appropriate methodology.
Book
Big data: The next frontier for innovation, competition, and productivity
TL;DR: The amount of data in the authors' world has been exploding, and analyzing large data sets will become a key basis of competition, underpinning new waves of productivity growth, innovation, and consumer surplus, according to research by MGI and McKinsey.
Journal ArticleDOI
Internet of Things in Industries: A Survey
Li Da Xu,Wu He,Shancang Li +2 more
TL;DR: This review paper summarizes the current state-of-the-art IoT in industries systematically and identifies research trends and challenges.