Technology mining: Artificial intelligence in manufacturing
TL;DR: The results indicate that the most important topics today are: cyber-physical systems and smart manufacturing; deep learning and big data; and real-time scheduling algorithms.
About: This article is published in Technological Forecasting and Social Change.The article was published on 2021-10-01. It has received 58 citations till now. The article focuses on the topics: Industry 4.0 & Big data.
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TL;DR: In this article , the authors studied the interaction mechanism between innovation and employment and found that new employment negatively impacts the number of patents, indicating that the substitution effect of employment tends to be greater than the creation effect.
43 citations
TL;DR: In this paper , the classification and biological activities of different NPs on agroecosystems are focused, and absorption, transport, and modification of NPs in plants are thoroughly examined.
17 citations
TL;DR: In this article , the authors discuss the fundamentals and principles of Food Industry 4.0 technologies and their connections with the Food Quality 4. 0 concept and highlight the most common techniques used to determine food quality.
15 citations
TL;DR: In this paper , a real-time view of blockchain-based applications for Industry 4.0 and Society 5.0 is presented, where open issues, challenges, and research opportunities are discussed.
Abstract: Today, blockchain is becoming more popular in academia and industry because it is a distributed, decentralised technology which is changing many industries in terms of security, building trust, etc. A few blockchain applications are banking, insurance, logistics, transportation, etc. Many insurance companies have been thinking about how blockchain could help them be more efficient. There is still a lot of hype about this immutable technology, even though it has not been utilised to its full potential. Insurers have to decide whether or not to use blockchain, just like many other businesses do. This technology keeps a distributed ledger on each blockchain node, making it more secure and transparent. The blockchain network can operate smart contracts and convince others to agree, so criminals cannot make mistakes. On another side, the Internet of Things (IoT) might make a real-time application work faster through its automation. With the integration of blockchain and IoT, there will always be a problem with technology regarding IoT devices and mining the blockchain. This paper gives a real-time view of blockchain—IoT-based applications for Industry 4.0 and Society 5.0. The last few sections discuss essential topics such as open issues, challenges, and research opportunities for future researchers to expand research in blockchain—IoT-based applications.
12 citations
TL;DR: In this article , the authors used an online survey-based approach to collect data from 205 supply chain executives in the USA to test the proposed research model, and found that AIASS is an important predictor of FPERF, CUSTAG, and ORGAG, with stronger effects on OrGAG.
12 citations
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TL;DR: A unified 5-level architecture is proposed as a guideline for implementation of Cyber-Physical Systems (CPS), within which information from all related perspectives is closely monitored and synchronized between the physical factory floor and the cyber computational space.
Abstract: Recent advances in manufacturing industry has paved way for a systematical deployment of Cyber-Physical Systems (CPS), within which information from all related perspectives is closely monitored and synchronized between the physical factory floor and the cyber computational space. Moreover, by utilizing advanced information analytics, networked machines will be able to perform more efficiently, collaboratively and resiliently. Such trend is transforming manufacturing industry to the next generation, namely Industry 4.0. At this early development phase, there is an urgent need for a clear definition of CPS. In this paper, a unified 5-level architecture is proposed as a guideline for implementation of CPS.
3,370 citations
01 Jan 2009
2,153 citations
TL;DR: The state of the art in the area of Industry 4.0 as it relates to industries is surveyed, with a focus on China's Made-in-China 2025 and formal methods and systems methods crucial for realising Industry 5.0.
Abstract: Rapid advances in industrialisation and informatisation methods have spurred tremendous progress in developing the next generation of manufacturing technology. Today, we are on the cusp of the Fourth Industrial Revolution. In 2013, amongst one of 10 ‘Future Projects’ identified by the German government as part of its High-Tech Strategy 2020 Action Plan, the Industry 4.0 project is considered to be a major endeavour for Germany to establish itself as a leader of integrated industry. In 2014, China’s State Council unveiled their ten-year national plan, Made-in-China 2025, which was designed to transform China from the world’s workshop into a world manufacturing power. Made-in-China 2025 is an initiative to comprehensively upgrade China’s industry including the manufacturing sector. In Industry 4.0 and Made-in-China 2025, many applications require a combination of recently emerging new technologies, which is giving rise to the emergence of Industry 4.0. Such technologies originate from different disciplines ...
1,780 citations
TL;DR: This paper provides a comprehensive review of associated topics such as intelligent manufacturing, Internet of Things (IoT)-enabled manufacturing, and cloud manufacturing and describes worldwide movements in intelligent manufacturing.
1,602 citations
TL;DR: This work presents a meta-analyses procedure for selecting preferred reporting items for Systematic Reviews and Meta-Analyses in the context of clinical practice and shows clear trends in the use of PRISMA in clinical practice.
Abstract: Editor's Note: PTJ 's Editorial Board has adopted PRISMA to help PTJ better communicate research to physical therapists. For more, read Chris Maher's [editorial][1] starting on page 870.
Membership of the PRISMA Group is provided in the Acknowledgments .
This article has been reprinted with permission from the Annals of Internal Medicine from Moher D, Liberati A, Tetzlaff J, Altman DG, The PRISMA Group. Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement. Ann Intern Med . Available at: . The authors jointly hold copyright of this article. This article has also been published in PLoS Medicine , BMJ , Journal of Clinical Epidemiology , and Open Medicine .
Copyright © 2009 Moher et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
[1]: http://www.ptjournal.org/cgi/content/full/89/9/870
1,550 citations