Search Results - "Ouro‐Djobo, S. Sanoussi"
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Comparative Study on Load Monitoring Approaches
Published in Applied sciences (01-05-2023)“…Without an appropriate monitoring system, the condition/state of electrical appliances/devices in operation in households cannot be fully assessed, resulting…”
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A Comprehensive Review of Supervised Learning Algorithms for the Diagnosis of Photovoltaic Systems, Proposing a New Approach Using an Ensemble Learning Algorithm
Published in Applied sciences (01-03-2024)“…Photovoltaic systems are prone to breaking down due to harsh conditions. To improve the reliability of these systems, diagnostic methods using Machine Learning…”
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Influence of nonlinear effects on 6.4 Tb/s dual polarization quadrature phase shift keying modulated dense wavelength division multiplexed system
Published in International journal of communication systems (01-08-2019)“…Summary In this paper, we have proposed a high‐performance transmission system of 32 channels based on dense wavelength division multiplexing (DWDM) through an…”
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Diagnosing faults in a photovoltaic system using the Extra Trees ensemble algorithm
Published in AIMS energy (01-07-2024)“…The application of machine learning techniques for monitoring and diagnosing faults in photovoltaic (PV) systems has been shown to enhance the reliability of…”
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Non-Intrusive Load Monitoring (NILM), Interests and Applications
Published in Journal of Nigerian Society of Physical Sciences (01-05-2023)“…In developing effective energy management mechanisms, new concepts have been developed to provide new approaches. Non-intrusive load monitoring (NILM) is an…”
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