Browsing by Author "Gómez Fernández, Juan Francisco"
Now showing items 1-20 of 25
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Presentation
A comparison of machine learning techniques for LNG pumps fault prediction in regasification plants
(Elsevier B.V., 2020)We present a comparative study on the most popular machine learning methods applied to the challenging problem of Liquefied ...
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Article
A dynamic opportunistic maintenance model to maximize energy-based availability while reducing the life cycle cost of wind farms
(Elsevier, 2017)Operations and maintenance costs of the wind power generation systems can be reduced through the implementation of ...
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Article
A framework for effective management of condition based maintenance programs in the context of industrial development of E-Maintenance strategies
(Elsevier, 2016)CBM (Condition Based Maintenance) solutions are increasingly present in industrial systems due to two main circumstances: ...
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Article
A Review of the Use of Artificial Neural Network Models for Energy and Reliability Prediction. A Study of the Solar PV, Hydraulic and Wind Energy Sources
(MDPI, 2019-05)The generation of energy from renewable sources is subjected to very dynamic changes in environmental parameters and asset ...
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Article
Advanced Techniques for Assets Maintenance Management
(IFAC (International Federation of Automatic Control) - Elsevier, 2018)The aim of this paper is to remark the importance of new and advanced techniques supporting decision making in different ...
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Presentation
Advances in PHM Application Frameworks: Processing Methods, Prognosis Models, Decision Making
(AIDIC SERVIZI SRL, 2013)Competitiveness in high technological sectors such as industrial processes, utility networks, railway, renewable energy, ...
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Presentation
An approach to quantify value provided by an engineered asset according to the ISO 5500x series of standards
(2017)The purpose of any asset is to provide value to the organization and its stakeholders. In Asset Management, the concept ...
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Article
Analysis of dynamic reliability surveillance: a case study
(Oxford University Press ; IMA Institute of Mathematics and its Applications, 2018-01)In this paper a reliability model based on artificial neural networks and the generalized renewal process is developed. ...
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Presentation
Analysis of the impact of the Asset Health Index in a Maintenance Strategy
(Publications Office of the European Union, 2019-05)During many years, asset management methodologies used in industry were focused on knowing and analysing the operational ...
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Master's Final Project
Análisis de supervivencia en infraestructuras críticas
(2017)La dependencia del ser humano en el correcto funcionamiento de las redes de servicios ha ido incrementando con el tiempo. ...
- PhD Thesis
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Presentation
Aproximación cualitativa al concepto de valor durante el ciclo de vida de un activo industrial
(Asociación Española para la Calidad (AEC), 2017-11)La familia de normas ISO 5500x establece el “Valor” como uno de los conceptos clave en la gestión de activos. Según esta ...
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Presentation
Building Information Modeling as Assest Management Tool
(Elsevier, 2016)BIM models are transforming the way buildings or, in more general terms, facilities or infrastructures are conceived, ...
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Article
Criticality analysis for improving maintenance, felling and pruning cycles in power lines
(2018)This paper deals with the process of criticality analysis in overhead power lines, as a tool to improve maintenance, felling ...
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Article
Criticality Analysis for Maintenance Purposes: A Study for Complex In‐service Engineering Assets
(Taylor & Francis, 2016)The purpose of this paper is to establish a basis for a criticality analysis, considered here as a prerequisite, a first ...
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Article
Criticality Analysis for Network Utilities Asset Management
(Elsevier, 2019)The proposed work describes the main part of asset criticality analysis for Distribution Network Services Providers (DNSP), ...
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Article
Customer-oriented risk assessment in Network Utilities
(Elsevier, 2016-03)For companies that distribute services such as telecommunications, water, energy, gas, etc., quality perceived by the ...
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PhD Thesis
Diseño de soluciones avanzadas de CBM/PHM en sistemas inteligentes de gestión de activos.
(2018-02-15)The use of analytical and predictive techniques is one of the functional pillars of the process of digital transformation. ...
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Article
Failure mode prediction and energy forecasting of PV plants to assist dynamic maintenance tasks by ANN based models
(Elsevier, 2015-09)In the field of renewable energy, reliability analysis techniques combining the operating time of the system with the ...
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Presentation
Implementing intelligent asset management systems (IAMS) within an industry 4.0 manufacturing environment
(IFAC (nternational Federation of Automatic Control) - Elsevier, 2019-09)This paper aims to define the different considerations and results obtained in the implementation in an Intelligent ...