Publications by Year: 2017

2017
Fault diagnosis is the best discipline to control the operation and maintenance costs of the wind turbine system. However, the fault diagnosis of wind turbine finds difficulties with the variation of wind speed and electrical energy (generator torque). In this work, the proposed fault diagnosis approach is based on the Feature set algorithm, manifold learning and the Support Vector Machine classifier. First, the construction of the feature set is very important step, with the high dimension after application the MAED (Manifold Adaptive Experimental Design) algorithm on the data set. Moreover, the NPE (Neighborhood Preserving Embedding) manifold learning algorithm is applied for directional reduction of feature set by the eigenvectors; it is easy to use as the input for the last step. Finally, the low dimensions of eigenvectors are exploited by the (SVM) Support Vector Machine classifier for recognition fault and making the maintenance decision. This approach is implanted on the faults of the benchmark wind turbine and gives the best performance.
Mawloud, Titah, et al. 2017. “Externalising and reusing of tacit knowledge in manufacturing task, ISSN / e-ISSN 1743-8268 / 1743-8276”. International Journal of Knowledge Management Studies Vol 8 (N°3/4) : 351-374. Publisher's Version Abstract
In this paper, we present the application of knowledge engineering and externalisation of tacit knowledge in manufacturing industry, in order to improve the performance of a production system and save the knowledge capital of the company. The main aim of this study is to propose a knowledge model for manufacturing task combining common knowledge acquisition and design support (CommonKADS) and methodology for acquisition of tacit knowledge (MACTAK) methodologies, using two different knowledge base modelling based on two categories: (i) ontology and (ii) expert knowledge base. In that purpose, we suggest a process dedicated to industrial manufacturing, allowing to capitalise knowledge by: (1) Externalisation of tacit knowledge by MACTAK-methodology in industrial processes, (2) using knowledge engineering method; CommonKADS methodology, (3) Formalizing and modelling the domain knowledge using ontology and inference model, (4) presenting the implementation tool to support the knowledge model and (5) reusing the manufacturing knowledge model in decision support systems. The three pillars of methodology are: the externalisation process, Knowledge representation technique and quality tools. The proposed model is applied in manufacturing monitoring systems.
Mawloud, Titah. 2017. “Contribution au Diagnostic des Pannes pour les Systèmes Eoliens”. JD'2017 Journées des doctorants, Batna, Algérie.
Lahcene, Guezouli. 2017. “Un Système d’aide à la décision appliqué au GPS piloté par la voix humaine « cas de distribution de produits »”. JD'2017 Journées des doctorants, Batna, Algérie.
Lilia, Rezzoug. 2017. “Contribution a l’Amélioration du Diagnostic Industriel Multi-Critères”. JD'2017 Journées des doctorants, Batna, Algérie.
Aicha, Medgrou. 2017. “Optimisation de la navigation autonome d’un robot dans un espace de travail Industriel”. JD'2017 Journées des doctorants, Batna, Algérie.
Sami, Tkouti. 2017. “Conception et déploiement des systèmes de gestion de données techniques dans l’ingénierie de production”. JD'2017 Journées des doctorants, Batna, Algérie.
Haroun, Belhoul. 2017. “Implantation d’une GMAO dans un système de production pour l’amélioration de la performance de l’entreprise”. JD'2017 Journées des doctorants, Batna, Algérie.
Kheyreddine, Bouhafna. 2017. “Approche de l’usine intelligente dans l’industrie 4.0, en utilisant le concept d’internet objets”. JD'2017 Journées des doctorants, Batna, Algérie.
Bilal, Menzer. 2017. “Processing a voice query in a Standard Arabic Human-Machine Dialog System (SAHMDS)”. PAIS’17 The 2nd International Conference on Pattern Analysis and Intelligent Systems November 16-17th Khenchela Algeria.
Lahcene, Guezouli. 2017. “An effective multi-criteria solving procedure for Multi-depot Fleet Size and Mix VRP with time window”. ICC 2017The second International Conference on Internet of Things, Data and Cloud Computing Cambridge university, United Kingdom .
Lahcene, Guezouli. 2017. “A multi-objective optimization of Multi-depot Fleet Size and Mix Vehicle Routing Problem with time window”. IICSC). 6th International Conference on Systems and Controle Batna2 university, Algeria : 328-333 . Publisher's Version
Naima, Zerari. 2017. “Keyword analysis of intellectual capital and knowledge management in SCOPUS ISSN:2308-4375 ISBN: 978-1-61208-542”. EKNOW 2017 International Conference on Information, Process, and Knowledge Management March 19 - 23 Nice, France : 26-32. Publisher's Version
Mounir, Aouedj. 2017. “Analysis of Wireless Data Transmission for the Site Survey of Telemetry Systems Projects ISBN 978-1-61399-563-1”. ADIPEC International Petroleum Exhibition & Conference 13-16 November Abu Dhabi, UAE. Publisher's Version
Samia, Brahmi. 2017. “Intellectual capital and its measurement ISSN: 2196-8767, ISBN: 978-0-9855497-6-3”. IEOM 2017 Industrial Engineering and Operations Management 11-13Avril Rabat, Marocco : 205-209. Publisher's Version
Naima, Zerari. 2017. “Automatic text summarization: A review ISSN:2308-4375 ISBN: 978-1-61208-542”. EKNOW 2017 International Conference on Information, Process, and Knowledge Management Nice, France. Publisher's Version

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