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Artículo
Maintenance Management through Intelligent Asset Management Platforms (IAMP). Emerging Factors, Key Impact Areas and Data Models
(MDPI, 2020)
Maintenance Management is a key pillar in companies, especially energy utilities, which have high investments in assets, and so for its proper contribution has to be integrated and aligned with other departments in order ...
Artículo
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. The model is used for failure prediction, and is able to dynamically adapt to changes in the operating ...
Artículo
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 required step to review the current maintenance programs, of complex in‐service engineering assets. ...
Artículo
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 observation of operational and environmental conditions, are gaining importance over time. In this ...
Artículo
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 customers has a strong impact on the fulfillment of financial goals, positively increasing the demand ...
Artículo
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 operating conditions. This is a very relevant issue to be considered when developing reliability ...
Artículo
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 opportunistic maintenance policies at suitable indenture and maintenance levels. These maintenance policies ...
Artículo
Review and Comparison of Intelligent Optimization Modelling Techniques for Energy Forecasting and Condition-Based Maintenance in PV Plants
(MDPI, 2019-10)
Within the field of soft computing, intelligent optimization modelling techniques include various major techniques in artificial intelligence. These techniques pretend to generate new business knowledge transforming sets ...
Artículo
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: rapid evolution, without precedents, in the capture and analysis of data and significant cost ...