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Design of Collaborative Production Management System Based on Big Data
2017
DEStech Transactions on Engineering and Technology Research
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Collaborative innovation production management system is seen as one of the key element of Industry 4.0. ...
In this research, the Hadoop Platform/NoSql/Oracle Stream and some other technologies are used to handle the big data collecting from the sensors. ...
The presented research aims to improve the intelligent level of forging industry. ...
doi:10.12783/dtetr/icmme2017/9146
fatcat:4lc4yzdlbzdrlan6qolqdijw64
The Application of Data Mining Technology in the Predictive Maintenance for Oil and Gas Equipment
2022
Academic Journal of Engineering and Technology Science
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Data mining is a new research topic in intelligent predictive maintenance by searching, counting, and processing a large amount of data to obtain valuable information. ...
With the rapid development of the petroleum industry in recent years, automation and intelligent oil and gas equipment have been constantly updated and applied with a significant role in the daily production ...
Based on this, making the data mining technology play a positive role in the prediction and maintenance of oil and gas equipment will further lay the foundation for the development of the intelligent manufacturing ...
doi:10.25236/ajets.2022.050309
fatcat:hmjjtsynlzfwtfm2wi67unf6cm
Research on industrial Internet of Things and power grid technology application based on knowledge graph and data asset relationship model
2022
Applied Mathematics and Nonlinear Sciences
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Experiments show that the research on industrial Internet of Things and power grid technology based on knowledge graphs and data asset relationship model is of great significance for enterprises to exert ...
At the same time, the key technologies of the Industrial Internet of Things and the theoretical model framework of power grid technology are proposed, including device access, protocol conversion, edge ...
Experiments show that the research on industrial Internet of Things and power grid technology based on the knowledge graph and data asset relationship model is of great significance for enterprises to ...
doi:10.2478/amns.2021.2.00285
fatcat:xh6wdyzyqfbjlb3umhvpvn7n3m
The Framework of Intelligent Factory
2020
DEStech Transactions on Engineering and Technology Research
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Based on the current situation of the automation and management of the on-site equipment , and according to the actual situation of a domestic enterprise, the "Intelligent Factory" architecture is designed ...
Acknowledgement This research was financially supported by the Funds of National Science of China (Grant No. 61703289). ...
For example, POSCO, South Korea, has designated the heavy plate factory of Guangyang Iron and Steel Institute as an intelligent factory based on Industry 4.0, relying on the Internet of things and big ...
doi:10.12783/dtetr/acaai2020/34191
fatcat:emiuhkzw55er3i3oeoqo2izcmm
Research on intelligent construction of Hydropower Enterprises
2021
E3S Web of Conferences
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is a major research topic for hydropower managers. ...
Through the application of new technologies such as cloud computing, big data and Internet of things, an efficient and scalable unified data management and analysis platform is established to provide guarantee ...
Safe, economical, efficient and intelligent Operation, equipment, operation, security and office One platform
Two main lines
Three systems
Four goals
Five foundations
Industrial Internet platform ...
doi:10.1051/e3sconf/202127601005
fatcat:y7h73vwttvfdjdzql26qdutvpi
Artificial Intelligence as Key Enabler for Sustainable Maintenance in the Manufacturing Industry: Scope & Challenges
2023
Evergreen
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In this research, the role of AI as a enable technology for sustainable maintenance in manufacturing industries were examined through literature review process. ...
Due to technological advances, the era of Industry 4.0 with Artificial Intelligence (AI) and Machine Learning (ML), a subset of AI, has emerged as a tool for maintenance strategy. ...
Artificial Intelligence as key enabler for predictive maintenance There are numerous major enabling technologies for Industry 4.0, but Artificial Intelligence will have a significant impact on future human ...
doi:10.5109/7162012
fatcat:xamatniurnajrf3pboo7qvvvvi
An Integrated Power Grid Equipment Operation and Maintenance Solution Based on Big Data, Cloud Computing, the Internet of Things and Mobile Internet
2017
Automation Control and Intelligent Systems
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Internet of Things technologies such as RFID and wireless transmission are adopted to acquire and sense information of field equipment. ...
Based on the analysis of the shortcomings of the existing methods, an integrated solution based on big data, cloud computing, the Internet of Things and mobile Internet is proposed in this paper. ...
Field work platform is a platform for field work based on intelligent sensing and mobile Internet technologies. ...
doi:10.11648/j.acis.20170505.12
fatcat:f7xogp7hjzajdmv5e2r4d6itxm
Power Condition Maintenance Based on Internet of Things Technology
2017
Journal of Electronic Research and Application
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Finally, thestate maintenance and general maintenancebased on the Internet of things are analyzed.Results: In addition to the maintenance ofmore efficient intelligent maintenance, infor-mation and data ...
Compared with the gen-eral condition of power equipment, the advan-tages of state maintenance based on Internetof Things are obvious. ...
human resources consumption, maintenance efficiency and other advantages, so on the Internet of things based on the status of power equipment maintenance further research has important practical significance ...
doi:10.26689/jera.v1i1.32
fatcat:gpufs4k4e5f2rlitx2rhk6nw7q
A Referenced Cyber Physical System for Compressor Manufacturing
2020
MATEC Web of Conferences
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This paper presents a compressor manufacturing system architecture based on digital twinning, and establishes an Internet platform for compressor industry oriented to remote coordination from three aspects ...
the number of compressor collaboration in manufacturing industrial Internet platform twin system, leading the transformation and upgrading of intelligent manufacturing industry, compressor industry sustainable ...
the digital twin system of compressor co-manufacturing in different places based on industrial Internet platform, lead the industry to transform and upgrade to intelligent manufacturing, and enhance the ...
doi:10.1051/matecconf/202030602005
fatcat:ftcfh3ukm5dfrn4w2jsh2sxy4q
Applications of artificial intelligence in intelligent manufacturing: a review
2017
Frontiers of Information Technology & Electronic Engineering
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Based on research into the applications of artificial intelligence (AI) technology in the manufacturing industry in recent years, we analyze the rapid development of core technologies in the new era of ...
We then propose new models, means, and forms of intelligent manufacturing, intelligent manufacturing system architecture, and intelligent manufacturing technology system, based on the integration of AI ...
Germany focuses on the research of underlying technologies for manufacturers, such as intelligent sensing, wireless sensor networks, and CPSs, while the US prioritizes the IT technologies on the top layer ...
doi:10.1631/fitee.1601885
fatcat:inrdpnkaxnfoln3uef7glxqpsq
Application Prospect of Data Mining Technology in Intelligent Manufacturing
2022
Academic Journal of Science and Technology
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This paper introduces the connotation of intelligent manufacturing and the characteristics of industrial big data, analyzes the application status of data mining technology in intelligent manufacturing ...
New-generation information technologies such as big data, cloud computing, Internet of Things, mobile Internet, augmented reality (AR) and virtual reality (VR) have also been rapidly applied in the operation ...
manufacturing mode based on intelligent technology. ...
doi:10.54097/ajst.v3i1.1823
fatcat:aruzrkjlobau3dgutprdr2q3ky
Internet of Things Based Maintenance Management System for Industrial Equipments
2022
Zenodo
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This paper presents a hint of an internet of things based predictive maintenance management system for industrial equipments. ...
Standardization of the maintenance infrastructure and establishment of a systematic maintenance program is essential for the process. ...
Low cost real time condition monitoring system for managing industrial equipments using Internet of Things can be designed and developed. ...
doi:10.5281/zenodo.6330681
fatcat:wjp6kfefhrctflyewfywdbrqzm
Digital Twin for Integration of Design-Manufacturing-Maintenance: An Overview
2022
Chinese Journal of Mechanical Engineering
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A unified platform for efficient and intelligent design-manufacturing-maintenance of mechanical equipment and systems is highly needed in this rapidly digitized world. ...
For this aim, a framework for information-physical combination, in which a more accurate design, a defect-free manufacturing, a more intelligent maintenance, and a more advanced sensing technology, is ...
On the other hand, the convergence of human-cyberphysical systems is the core factor of digital twin technology applied to the intelligent operation and maintenance of industrial equipment [30, 31] . ...
doi:10.1186/s10033-022-00760-x
fatcat:bjzjlr4lxjhnflyjatfztmf4sm
Intelligent fault prediction system based on internet of things
2012
Computers and Mathematics with Applications
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The fault prediction system based on internet of things can provide technical means to achieve scientific predictive maintenance for large key mechanical equipment groups. ...
Based on the investigation of current and developing research of fault prediction, an intelligent fault prediction system based on internet of things is proposed in this paper. ...
The internet of things combines sensor technology, communication network, internet technology and intelligent computing technology and so on, to achieve sensor and reliable convey and intelligent processing ...
doi:10.1016/j.camwa.2011.12.049
fatcat:xdfojsmrejapbnl64wpcz2b3la
Advance Manufacturing Technology and Heavy Machinery of Industry
2024
International Research Journal of Modernization in Engineering Technology and Science
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This review provides insights on current progress and future directions at the nexus of advanced technologies and industrial equipment. ...
Advancements in advanced manufacturing technologies like automation, robotics, artificial intelligence, and additive manufacturing are transforming industrial production capabilities. ...
Kong and Ma (2019) proposed an intelligent manufacturing model for the construction industry based on Internet of Things (IoT) technology. ...
doi:10.56726/irjmets48159
fatcat:5f55bjbko5c6nicyue7jnwzbqu
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