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Shan Ren

Researcher at Northwestern Polytechnical University

Publications -  16
Citations -  1151

Shan Ren is an academic researcher from Northwestern Polytechnical University. The author has contributed to research in topics: Product lifecycle & Big data. The author has an hindex of 8, co-authored 11 publications receiving 663 citations.

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A big data analytics architecture for cleaner manufacturing and maintenance processes of complex products

TL;DR: An overall architecture of big data-based analytics for product lifecycle (BDA-PL) was proposed that integrated big data analytics and service-driven patterns that helped to overcome barriers in the implementation of CP.
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A comprehensive review of big data analytics throughout product lifecycle to support sustainable smart manufacturing: A framework, challenges and future research directions

TL;DR: 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.
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A framework for Big Data driven product lifecycle management

TL;DR: The results showed that the proposed framework was feasible to be adopted in industry, and can provide an overall solution for optimizing the decision-making processes in different phases of the whole lifecycle.
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Data-driven sustainable intelligent manufacturing based on demand response for energy-intensive industries

TL;DR: A framework of data-driven sustainable intelligent/smart manufacturing based on demand response for energy-intensive industries based on particle swarm optimisation is presented and an application of ball mills in a slurry shop-floor of a partner company was presented to demonstrate the proposed framework and models.
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How can smart technologies contribute to sustainable product lifecycle management

TL;DR: The VSI addressed issues that were not properly or even incorrectly addressed in the existing literature and sought to introduce new knowledge and debates to lead the research directions to new paths.