An Open Source Framework Approach to Support Condition Monitoring and Maintenance

Campos, Jaime; Sharma, Pankaj; Albano, Michele; Ferreira, Luís Lino; Larrañaga, Martin

doi:10.3390/app10186360

Cited by 10 publications

(5 citation statements)

References 29 publications

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“…Such information is collected, locally processed and formulated, and then transferred to the central part of the monitoring system where further processing of the collected data is performed. Complex methods and algorithms for the analysis, processing and storage of collected data are available in the central part of the system for monitoring and processing collected information [27,28]. Figure 2 shows specific CBM steps.…”

Section: Baseline Condition Assessment Maintenance Modelmentioning

confidence: 99%

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Power Transformer Condition-Based Evaluation and Maintenance (CBM) Using Dempster–Shafer Theory (DST)

et al. 2023

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Transformers are the most important elements in the power system. Due to their mass and complexity, they require constant monitoring and maintenance. Maintenance of power transformers increases the availability of the power system. The large number of substations and the specifics of their locations make condition-based maintenance (CBM) useful as part of the system's on-demand response. Unlike other system responses, the transformer contains a large amount of uncertain information, both qualitative and numerical. A large amount of information is necessary to implement CBM, but due to the often incomplete information, an analysis tool is essential. In this paper, a multi-level condition assessment framework based on evidential reasoning is proposed. A model for condition-based maintenance of a power transformer and procedures for the aggregation process based on evidential reasoning are presented. The implementation of the decomposition model with appropriate weights of a baseline and general attributes was made. Based on the decomposition model, the data and ratings of baseline attributes were collected. By carrying out the aggregation process, the ratings of the baseline attributes, as well as the ratings of the condition of the individual elements and the overall rating of the system condition as a whole, for several points in time, were obtained. The scientific contribution of the work is the proposal of an analysis that provides an insight into the condition of a complex technical system based on a single numerical value, thus determining its priority in the maintenance process.

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Section: Baseline Condition Assessment Maintenance Modelmentioning

confidence: 99%

“…To obtain the combined confidence ratings, it is necessary to use Equations ( 23) and (24). Finally, to be able to compare the condition of two or more objects, Equations from (26)(27)(28) are used.…”

Section: Expected Final Assessment Of the Object Conditionmentioning

confidence: 99%

Power Transformer Condition-Based Evaluation and Maintenance (CBM) Using Dempster–Shafer Theory (DST)

et al. 2023

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“…It is also recognized [112] that the model-driven development could support the safety run-time, of which the approach is also implemented by SoSLM. Furthermore, [113] have identified the critical role-and based on the advantages-of effective maintenance. Here, the SoSLM model helps in the aspect of necessary development that must be implemented if there is any change in the system's serving infrastructure.…”

Section: Benefits and Limitations Of Soslm Within Arrowheadmentioning

confidence: 99%

System of Systems Lifecycle Management—A New Concept Based on Process Engineering Methodologies

2021

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In order to tackle interoperability issues of large-scale automation systems, SOA (Service-Oriented Architecture) principles, where information exchange is manifested by systems providing and consuming services, have already been introduced. However, the deployment, operation, and maintenance of an extensive SoS (System of Systems) mean enormous challenges for system integrators as well as network and service operators. The existing lifecycle management approaches do not cover all aspects of SoS management; therefore, an integrated solution is required. The purpose of this paper is to introduce a new lifecycle approach, namely the SoSLM (System of Systems Lifecycle Management). This paper first provides an in-depth description and comparison of the most relevant process engineering methodologies and ITSM (Information Technology Service Management) frameworks, and how they affect various lifecycle management strategies. The paper’s novelty strives to introduce an Industry 4.0-compatible PLM (Product Lifecycle Management) model and to extend it to cover SoS management-related issues on well-known process engineering methodologies. The presented methodologies are adapted to the PLM model, thus creating the recommended SoSLM model. This is supported by demonstrations of how the IIoT (Industrial Internet of Things) applications and services can be developed and handled. Accordingly, complete implementation and integration are presented based on the proposed SoSLM model, using the Arrowhead framework that is available for IIoT SoS.

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“…The Arrowhead framework has been attracting academic attention for enabling IoT interoperability in between almost any IoT elements. Campos et al [8] propose and implement the integration of IoT devices with the Arrowhead framework in the domain of industrial maintenance engineering. Campos-Rebelo et al [9] propose a transparent protocol translator i.e.…”

Section: Related Workmentioning

confidence: 99%

Two-way Integration of Service-Oriented Systems-of-Systems with the Web of Things

Zyrianoff

Gigli

Montori

et al. 2021

IECON 2021 – 47th Annual Conference of the IEEE Industrial Electronics Society

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The Internet of Things (IoT) is nowadays affected by significant interoperability issues. One of the most popular countermeasures is the Web of Things (WoT), proposed recently in a consistent standardization effort. On the other hand, several IoT-oriented frameworks are already established in industrial scenarios and provide SOA-like features such as discovery and orchestration. In this paper, we study how to bridge these two worlds by proposing a tool that enables a two-way translation between a WoT ecosystem and a System-of-Systems composed of well-described Web services. We evaluate the efficiency and scalability of our solution over the Eclipse Arrowhead framework through a series of experiments that assess the scalability of our solution under realistic workloads.

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An Open Source Framework Approach to Support Condition Monitoring and Maintenance

Cited by 10 publications

References 29 publications

Power Transformer Condition-Based Evaluation and Maintenance (CBM) Using Dempster–Shafer Theory (DST)

Power Transformer Condition-Based Evaluation and Maintenance (CBM) Using Dempster–Shafer Theory (DST)

System of Systems Lifecycle Management—A New Concept Based on Process Engineering Methodologies

Two-way Integration of Service-Oriented Systems-of-Systems with the Web of Things

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