Industrial Internet of Things Monitoring Solution for Advanced Predictive Maintenance Applications
TL;DR: An advanced Industrial IoT (IIoT) solution, the NGS-PlantOne system, specially designed to enable a pervasive monitoring of industrial machinery through battery-powered IoT sensing devices, thus allowing the development of advanced predictive maintenance applications in the considered scenario.
About: This article is published in Journal of Industrial Information Integration.The article was published on 2017-09-01. It has received 206 citations till now. The article focuses on the topics: Smart device & Predictive maintenance.
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TL;DR: The results show that the constantly updated data obtained from the information layer together with the machine learning algorithms in the application layer can efficiently predict the future condition of MEP components for maintenance planning.
192 citations
01 Jun 2018
TL;DR: In this paper, the authors highlight the perspectives that shape the smart factory and suggest approaches and technical support to enable the realization of those perspectives, and suggest a framework to analyze existing research and investigate the elements and features of smart factory systems.
Abstract: With the development of Industry 4.0 and the emergence of the smart factory concept, the traditional philosophy of manufacturing systems will change. The smart factory introduces changes to the factors and elements of traditional manufacturing systems and incorporates the current requirements of smart systems so that it can compete in the future. An increasing amount of research in both academia and industry is dedicated to transitioning the concept of the smart factory from theory to practice. The purpose of the current research is to highlight the perspectives that shape the smart factory and to suggest approaches and technical support to enable the realization of those perspectives. This paper fills this gap by identifying and analyzing research on smart factories. We suggest a framework to analyze existing research and investigate the elements and features of smart factory systems.
187 citations
TL;DR: In this paper, the authors investigate whether AMT can modify the patterns of upgrading in manufacturing subsidiaries operating in FDI hosting factory economies, and they find that AMT has spectacularly improved all components of production capability.
154 citations
TL;DR: A formal and objective review that specifically focuses on embedded computing devices in the industrial sector, with findings and insights illustrated through the analysis of the collected data related to the four research questions.
Abstract: The connection of embedded computing devices via the Internet has dramatically changed the way people live. This concept has also been extended to the industrial sector. It not only provides a more reliable, real-time and secure communications, but also enables the smart factory concept in the fourth industrial revolution to be realized. However, in the current literature, there is still a lack of a formal and objective review that specifically focuses on this topic. This paper aims to address this gap. First, the applied systematic literature review method is explained. Findings and insights are then illustrated through the analysis of the collected data related to the four research questions. Finally, the strengths and limitations of the work are summarized.
131 citations
Cites background from "Industrial Internet of Things Monit..."
...Three articles [36], [41], [51] propose wireless sensor network solutions to improve the real-time...
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TL;DR: This study identified the evolution of themes inherent in the industry 4.0 using a bibliometric software, namely SciMAT (Science Mapping Analysis Software Tool), and presented 31 clusters in which the most representative motor themes were CPS (Cyber-Physical System), IoT, and Big Data.
Abstract: Research in industry 4.0 is growing, driven by the innovations in production systems on a continuous basis. In this study, we identified the evolution of themes inherent in the industry 4.0 using a...
117 citations
Cites background from "Industrial Internet of Things Monit..."
...…‘PHM’ (second subperiod), ‘Maintenance’ (third subperiod), and ‘predictive maintenance’ (fourth subperiod) demonstrates a strong investment by academics such as O’donovan et al. (2015); Roy et al. (2016); and Civerchia et al. (2017) in the maintenance area from the use of concepts of industry 4.0....
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References
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TL;DR: This paper will present and discuss the technical solutions and best-practice guidelines adopted in the Padova Smart City project, a proof-of-concept deployment of an IoT island in the city of Padova, Italy, performed in collaboration with the city municipality.
Abstract: The Internet of Things (IoT) shall be able to incorporate transparently and seamlessly a large number of different and heterogeneous end systems, while providing open access to selected subsets of data for the development of a plethora of digital services. Building a general architecture for the IoT is hence a very complex task, mainly because of the extremely large variety of devices, link layer technologies, and services that may be involved in such a system. In this paper, we focus specifically to an urban IoT system that, while still being quite a broad category, are characterized by their specific application domain. Urban IoTs, in fact, are designed to support the Smart City vision, which aims at exploiting the most advanced communication technologies to support added-value services for the administration of the city and for the citizens. This paper hence provides a comprehensive survey of the enabling technologies, protocols, and architecture for an urban IoT. Furthermore, the paper will present and discuss the technical solutions and best-practice guidelines adopted in the Padova Smart City project, a proof-of-concept deployment of an IoT island in the city of Padova, Italy, performed in collaboration with the city municipality.
4,335 citations
TL;DR: This review paper summarizes the current state-of-the-art IoT in industries systematically and identifies research trends and challenges.
Abstract: Internet of Things (IoT) has provided a promising opportunity to build powerful industrial systems and applications by leveraging the growing ubiquity of radio-frequency identification (RFID), and wireless, mobile, and sensor devices. A wide range of industrial IoT applications have been developed and deployed in recent years. In an effort to understand the development of IoT in industries, this paper reviews the current research of IoT, key enabling technologies, major IoT applications in industries, and identifies research trends and challenges. A main contribution of this review paper is that it summarizes the current state-of-the-art IoT in industries systematically.
4,145 citations
"Industrial Internet of Things Monit..." refers background in this paper
...When considering active wireless monitoring IoT nodes, the main standards to consider are [10]: (i) IEEE802....
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16 Nov 2004
TL;DR: This work presents Contiki, a lightweight operating system with support for dynamic loading and replacement of individual programs and services, built around an event-driven kernel but provides optional preemptive multithreading that can be applied to individual processes.
Abstract: Wireless sensor networks are composed of large numbers of tiny networked devices that communicate untethered. For large scale networks, it is important to be able to download code into the network dynamically. We present Contiki, a lightweight operating system with support for dynamic loading and replacement of individual programs and services. Contiki is built around an event-driven kernel but provides optional preemptive multithreading that can be applied to individual processes. We show that dynamic loading and unloading is feasible in a resource constrained environment, while keeping the base system lightweight and compact.
2,566 citations
"Industrial Internet of Things Monit..." refers methods in this paper
...For the whole application design the Contiki Operating System [28] with the Erbium REST engine [29] has been used, and the lowpower features provided by the TI CC2538 have been exploited, thus reducing the SoC consumption....
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01 Mar 2012
TL;DR: This document specifies the IPv6 Routing Protocol for Low-Power and Lossy Networks (RPL), which provides a mechanism whereby multipoint-to-point traffic from devices inside the LLN towards a central control point as well as point- to- multipoint traffic from the central control points to the devices insideThe LLN are supported.
Abstract: Low-Power and Lossy Networks (LLNs) are a class of network in which
both the routers and their interconnect are constrained. LLN routers
typically operate with constraints on processing power, memory, and
energy (battery power). Their interconnects are characterized by high
loss rates, low data rates, and instability. LLNs are comprised of
anything from a few dozen to thousands of routers. Supported traffic
flows include point-to-point (between devices inside the LLN), point-
to-multipoint (from a central control point to a subset of devices
inside the LLN), and multipoint-to-point (from devices inside the LLN
towards a central control point). This document specifies the IPv6
Routing Protocol for Low-Power and Lossy Networks (RPL), which
provides a mechanism whereby multipoint-to-point traffic from devices
inside the LLN towards a central control point as well as point-to-
multipoint traffic from the central control point to the devices
inside the LLN are supported. Support for point-to-point traffic is
also available. [STANDARDS-TRACK]
2,551 citations
"Industrial Internet of Things Monit..." refers background in this paper
...15.4, while RPL (IPv6 Routing Protocol for Low-Power and Lossy Networks) [13] provides routing capabilities among nodes....
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...4, while RPL (IPv6 Routing Protocol for Low-Power and Lossy Networks) [13] provides routing capabilities among nodes....
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Proceedings Article•
01 Jan 2004TL;DR: In this paper, the authors describe how to dynamically download code into large scale wireless sensor networks, which are composed of large numbers of tiny networked devices that communicate untethered.
Abstract: Wireless sensor networks are composed of large numbers of tiny networked devices that communicate untethered. For large scale networks it is important to be able to dynamically download code into t ...
2,522 citations