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LabGED
Université Badji Mokhtar
BP 12 - 23000 -  Annaba
Algérie

Dr Khadir: Chef de l'Equipe TCOPD

khadir@labged.net

 

      

        

Publication


 

Rapport d'Habilitation a Diriger la Recherche (HDR)


Khadir, M.T. Modelisation et Commande Predictive des Systemes Industriels. 2005

 

Publications dans des revues internationales

1- Khadir, M.T.and Ringwood J. Linear and Nonlinear Model Predictive Control Design for a Milk Pasteurization Plant. Control and Intelligent Systems, IASTED 31(1), 2003, pp 37-44.
2- Khadir, M.T.and Ringwood J. First principle modellingof a pasteurisation plant for model predictive control. Journal of Mathematical and Computer Modelling of Dynamical Systems, 9(3) 2003, pp281-301.

3- Khadir, M.T. Aspects of Artificial Neural Networks as a Modelling Tool for Industrial Processes: Application to a Pasteurisation Plant. International Arab Journal of Information Technology, 2(4) 2005, pp334-339.

4- Khadir, M.T., Fay, D., and Boughrira, A. Day Type Identification for Algerian Electricity Load using Kohonen Maps. ENFORMATIKA, Transaction on Engineering, computing and Technology, 15, 2006, pp296-300.

5- Khadir, M.T.and Ringwood J . Extention of First Order Predictive Functional Controllers to Handles Higher Order Internal Models, Int. J. Appl. Math. Comput. Sci. , 2008, Vol. 18, No. 2, pp229–240.

6-Ghazi, S. and Khadir, M.T. Recurrent Neural Network for Multi-steps ahead prediction of PM10 concentration. J. Automation & Systems Engineering 3-2 (2009): 76-84

7-Benlembarek, K., Khadir, M.T. and Benabbas, F. A Web Based System for Short-Term Forecasting ofAlgerian Electricity Load Using Artificial NeuralNetwork. J. Automation & Systems Engineering 4-2 (2010): 94-106

8-Khadir M.T., Meharzi, K. and Ringwood, J. Comparison of Linear Predictive Control Strategies for Sendzimir Steel Mills, Journal of Computer Science and Control Systems, Vol3 (1), pp 79-86, 2010.

9-Bara O., Khadir M.T. and Djeghaba M. Non-linear multiscale principal component analysis for fault detection: application to pollution parameters, Int. J. Adaptive and Innovative Systems, Vol. 1, Nos. 3/4, 2010

10-Khadir, M.T, Enthalpy Predictive Functional Control of a Pasteurization Plant Based on a Plate Heat Exchanger, International Journal of Modeling Identification and Co ntrol , Vol. 13(1), 2011

11-Benabbas, F. and Khadir, M.T , Fuzzy C-Means clustering and kohonen maps for the identification of regional electricity load day types , Fuzzy C-Means clustering and kohonen maps for the identification of region International Journal of :revues internationales ,2011

12-S. Aouaoudaa, M. Chadlib, M. Tarek Khadira, T. Bouarara , Robust fault tolerant tracking controller design for unknown inputs T–S models with immeasurable premise variables , Journal of Process Control, vol 22, pp 861-872, 2012

13-Ghazi, S. and Khadir, M.T., , Combination of Artificial Neural Network Models for Air Quality Prediction for the Region of Annaba, Algeria , International Journal of Environmental Studies, Vol 69(1), pp. 79-90, 2012

14-Djeddi, W. and Khadir, M.T., "Introducing arti?cial neural network in ontologies alignment process", In Journal Control and Cybernetics, Vol. 41, No. 4, 2012

15-Khedairia, S., and Khadir, M.T., Impact of clustered meteorological parameters on air pollutants concentrations in the region of Annaba, Algeria , Atmospheric Research, Volume 113, September 2012, Pages 89-104.

Publications comme chapitres de Livres et Lecture Notes

 

1-Khadir M. Tarek, Khedairia Sofiane and Benabbas Farouk, Kohonen Maps Combined to K-means in a Two Level Strategy for Time Series Clustering Application to Meteorological and Electricity Load data , Book Title: Self-Organizing Maps, edited by George K Matsopoulos, InTech, Austria, pp 63-80, 2010.

2-Khadir M.T. and Benabbas F., Kohonen Maps Combined to K-means in a Two Level Strategy for Time Series Clustering Application to Meteorological and Electricity Load data , Book Title: Self-Organizing Maps, InTech, Austria, 2011.

 

Publications dans des conférences internationales


1- Khadir, M.T., Richalet, J., Ringwood, J. and O'Connor, B. Modelling and Predictive Control of Milk Pasteurisation in a Plate Heat Exchanger. Proc. Foodsim, Nante, France, June 2000.

2- Khadir, M.T., Luo, G. and Ringwood. Comparison of Model Predictive and PID controllers for Dairy Systems. Proc. ISSC, UCD, Dublin, Ireland, June 2000.

3- Khadir, M.T., Muresan, V., Collier, C. and Wang, X. The VHDL Model of a Three Stage ATM Switch Featuring a Cell-Level Path Allocation Algorithm. Proc. IASTED, Applied Informatics Innsbruck, Austria, February 2001.

4- Khadir, M.T.and Ringwood J. Artificial Neural Network Modelling and Predictive Control of a Pasteurisation plant. EAAN, Cagliary, Italy June 2001.

5- Khadir, M.T.and Ringwood J. Application of Generalised Predictive Control to a Milk Pasteurization Plant. Proc. Intelligent Systems and Control, IASTED, Salzburg, Austria, June 2003

6- Khadir, M.T. The simplest Model Predictive Controller for Non-Minimum Phase behavior and Oscillatory Systems. Controllo 2004, Faro, Portugal, June 2004.


7- Khadir, M.T. Benefits of Linear and Nonlinear Model Predictive Control Over PID for Temperature Control in a Milk Pasteurisation Plant : A Case Study. Third IEEE lnternational Conference on Systems, Signals & Devices. Volume I Systems Analysis & Automatic Control. March 21-24, 2005 – Sousse, Tunisia

8- Farah, N., Khadir, M.T. and Sellami Mokhtar . Artificial neural network fusion: Application to Arabic words recognition. European Symposium on Artificial Neural Networks (ESANN). Bruge, Belgium, 2005.

9- Khadir, M.T.and Sellami M . Artificial Neural Networks for Model Prédictive Contro: A pplication to a Milk Pasteurization Plant. Proc. Of ISPS'05, the 7 th International Symposium on Programming and Systems, Algiers, 2005, pp 105-116.

10- Khadir, M.T. and Ringwood, J. Stability issues for First Order Predictive Functional Controllers: Extension to Handle Higher Order Internal Models. In proceeding of ICSIT'05, International Conference on Computer Systems and Information Technology. Algiers, 2005, pp 174-179 .

 

11- Khadir, M.T., and Fay, D. A wavelet packet approach to day-type identification in electrical demand forecasting, in proceedings: 13 th International IEEE workshop on Non-Linear Dynamics of Electronic Systems , Potsdam, Germany, 2005.

12- Khadir, M.T., Fay, D., Ringwood, J. and Boughrira, A.. Forecasting Electricity Demand and Prices in an Algerian Deregulated Market: 1 st International Conference on Electricity Transport , Algiers, Algeria, 2005.


13- Khadir, M.T. PREDICTIVE FUNCTIONAL CONTROL OF TEMPERATURE USING BOTH FLOW AND TEMPERATURE: THE ENTALPY GEAR-BOX. 7th Portuguese Conference on Automatic Control Instituto Superior Técnico, Lisboa, Portugal September 11-13, 2006

14- Khadir, M.T. Enthalpy Predictive Functional Control of a Pasteurisation Plant Based on a Plat Heat Exchanger. Europeen Control Conference (ECC), Kos, Greece, 1054-1061, 2007

15- Benabes, F., Khadir, M.T., Fay, D., and Boughrira, A. Regional Day Type Identification for Algerian Electricity Load using Kohonen Maps. Engineering Applications of Neural Networks, Greece, 2007

16- Matoug, L., Khadir, M.T. Modelisation Physique du Compresseur Scroll utilisé dans un Processus de Refroidissements. The Eighth international conference on Sciences and Techniques of Automatic control, November 05-07, 2007, Sousse, Tunisia

17- Meharzi, K., Khadir, M.T., Matoug, L. Genralised Predictive Control of a Sendzimir cold rolling mill. The Eighth international conference on Sciences and Techniques of Automatic control, November 05-07, 2007, Sousse, Tunisia


18- Meharzi, K., Khadir. Predictive Functionnal Control of a Sendzimir cold rolling mill. Quatriemme Conference Internationale sur la Productique, CIP, November 03-05, 2007, Setif, Algérie

19- F. Benabbas, M.-T. Khadir, D. Fay, and A. Boughrira. Cartes de kohonen combiné à l'algorithme des k-means pour l'identification des types de jours de la charge électrique Agérienne. In 5éme Conf´erence Internationale Francophone d'Automatique, CIFA'2008, Bucarest, Roumanie, 3-5 septembre , 2008.

20- F. Benabbas, M.-T. Khadir, D. Fay, and A. Boughrira. Kohonen map combined to the k-means algorithm for the identification of day types of algerian electricity load. In 7th Computer Information Systems and Industrial Management Applications, Ostrava, The Czech Republic, June 26 - June 28 , 2008, pp78-83.

21- M.-T. Khadir, andM. Sellami. A Web-based Collaborative Environment Based on a Shared Ontology for the Maintenance of Steam Turbines. In 7th Computer Information Systems and Industrial Management Applications, Ostrava, The Czech Republic, June 26 - June 28 , 2008, pp151-152.

22- S. Khedairia and M.-T. Khadir. Cartes de kohonen et k-moyennes pour l'identification de types de jours m´et´eorologiques de la région d'annaba (Algérie). In 5`eme Conférence Internationale Francophone d'Automatique, CIFA'2008, Bucarest, Roumanie, 3-5 septembre , 2008.

23- S. Khedairia and M.-T. Khadir. Self-organizing map and k-means for meteorological day type identification for the region of annaba - algeria . In 7th Computer Information Systems and Industrial Management Applications, Ostrava, The Czech Republic, June 26 - June 28 , 2008, pp91-91.


24-S. Khedairia and M.-T. Khadir. L'analyse en composantes principales (acp) et carte auto-organisatrice de kohonen pour l'identification des types de jours météorologiques de la région d'Annaba. In 10th Maghrebian Conference on Information Technologies, Oran , Algeria , April 28-30 , 2008.

25- S. Khedairia and M.-T. Khadir. L'analyse en composantes principales (acp) et carte auto-organisatrice de kohonen pour l'identification des types de jours météorologiques de la région d'Annaba. In 10th Maghrebian Conference on Information Technologies, Oran , Algeria , April 28-30 , 2008

26-Y. Hammouche and M.-T. Khadir. Un modéle de prédiction pour la charge électrique journaliére algérienne en utilisant la méthode box-jenkins. In 6`eme Séminaire National en Informatique, Biskra, Algérie, 6-8 mai , 2008.

27-S. Khedairia and M.-T. Khadir ,Comparison of Clustering Methods in a Two Stage Meteorological Day Type Identification Approach for the Region of Annaba-Algeria. 2nd International Conference on Electrical Engineering design and Technologies. 8-10 Nov. 2008, Hammamet , Tunisia

28- S. Ghazi and M.-T. Khadir , Recurrent Neural Network for Multi-steps ahead prediction of PM10 concentration. 2nd International Conference on Electrical Engineering design and Technologies. 8-10 Nov. 2008, Hammamet , Tunisia

29- Meharzi, K., Khadir, M.T. Dynamic Matrix Control versus Generalissed préditive Control of a Sendzimir cold rolling mill. 2nd International Conference on Electrical Engineering design and Technologies. 8-10 Nov. 2008, Hammamet , Tunisia

30- Khadir, M.T. and Klai S. A web Based fault Diagnostic system for Stram Turbines Based on a Domain Ontology and Expert System. International Conference on Multimedia Computing and Systems. April 02-04, 2009,Ouarzazate, Morocco.

31- 16- N. Farah, Khadir, M.T., I , Khennouche and H, Bouaziz. Short-term forecasting of Algerian load using fuzzy logic and expert system, International Conference on Multimedia Computing and Systems. April 02-04, 2009,Ouarzazate, Morocco.

32- Meharzi, K., Khadir. Dynamic Matrix Control versus Generalissed préditive Control of a Sendzimir cold rolling mill. 2nd International Conference on Electrical Engineering design and Technologies. 8-10 Nov. 2008, Hammamet , Tunisia

33- Matoug, L., Khadir , M.T. and Djeghaba, M. Modélisation et Commande Prédictive d'une station de Production d'eau froide Basée sur un Compresseur Scroll et des Echangeures a Plaques Brassés . Evaluation des Performances et Maitrise des Risques Technologiques pour les Systémes Industriels et Energétiques pp 113-120,. Mai 28-29, 2009, Le Havre, France.

34- Bara, O. Khadir , M.T. and Djeghaba, M. Détection et Localisation de Defaults Miltiples par Analyse en Composantes Proncipales non Linéaire. Application a un Réseau de Surveillance de la Qualitée de l'Air. Evaluation des Performances et Maitrise des Risques Technologiques pour les Systémes Industriels et Energétiques pp 113-120,. Mai 28-29, 2009, Le Havre, France.

35- Ghazi, S. and Khadir , M.T. Recurent Neural Network for air pollution peaks prediction for the region of Annaba Algeria. Proceedings of Artifivial Intelligence Studies, V6(29), 2009, pp 81-92, Krakow, Poland.

36- Bara, O. Khadir , M.T. Nonlinear Neural Based Multiscale Principal Component Analysis for Fault Detection. Proceedings of Recent Advances in Intelligent Information Systems, Academic Publishing House, Warsaw, 2009,pp 263-274.

37- Khadir, M.T. and Klai S.Ontology Construction and Ebolution for a Steam Turbine Diagnostic Maintenance System. Proceedings of Recent Advances in Intelligent Information Systems, Academic Publishing House, Warsaw, 2009,pp 399-411.

38-Azizi, N, Farah, N, Khadir , M.T. and Sellami, M. Arabic Handwritting Word Recognition Using Classifiers Selection and Features ExtractionSelection. Proceedings of Recent Advances in Intelligent Information Systems, Academic Publishing House, Warsaw, 2009,pp735-742.

39-Benlembarek, K, Khadir , M.T. and Benabbas, F. A Web Based System for Short-Term Forecasting of Algerian Electricity Load Using Artificial Neural Network. 3rd International Conference on Electrical Engineering Design and Technologies Oct. 31 – Nov. 02, 2009 Sousse, Tunisia

40-Klai, S, Khadir , M.T. and Ringwood, J. Steam Rurbine Diagnostic System Based on a Domain Ontology Implemented using J2EE Technology. Proceedings of the 3rd International Conference on Signals Cirvuits and Systems (SCS), 5-8 November 2009, Djerba, Tunisia.

41-Klai, S, Khadir , M.T. and Ringwood, J. Data based ontology construction coupled to expert system for steam turbine aided diagnostic..International Symposium on Innovation in Information and Communication Technology, ISIICT’2009, December 15-17, 2009, Amman, Jordan.

42- Khedairia S. and Khadir, M.T. Etude des dépendances Météo- Paramètres de Pollution pour la Région d'Annaba Algérie, Conférence International Francophone d'Automatique, CIFA, Nancy France, 2010.

43- Dendani N.and Khadir M.T. Case Based Reasoning on a domain Ontology for fault diagnosis of steam turbines. Third International Conference on Web and Information Technologies (ICWIT 2010) 16-19 th of June Marrakech-Morocco. ISBN:978-9954-9083-0-3, pp.241-252, 2010.

44- Khadir M.T and Ghazi S. Radial Basis Function and Elman Networks for Pollutant's Parameter Prediction in the Region of Annaba Algeria .The Fourth International Conference on Advanced Engineering Computing and Applications in Sciences. October 25 - 30, 2010 - Florence, Italy.

45- Ghazi S and Khadir M.T. Modèles basés RFB et réseaux d'Elman pour laprédiction de la pollution de l'air pour la régiond'Annaba -Algérie-. Colloque International Francophone Ingénierie et Environnement, CIFIE'2010, Annaba 18 et 19, pp 44-49, 2010.

46- Khedairia, S. and Khadir M.T. Influence des paramètres météorologiques sur la pollutionatmosphérique d'Annaba, Algérie. Colloque International Francophone Ingénierie et Environnement, CIFIE'2010, Annaba 18 et 19, pp 50-55, 2010.

47-Aouaouda, S., Khadir M.T, Mourot, G. and Ragot., J. Analyse des Interactions et des Couplages dans un Modèle de Réacteur à Boues Activées. Colloque International Francophone Ingénierie et Environnement, CIFIE'2010, Annaba 18 et 19, pp 77-84, 2010.

48- Ghazi S and Khadir M.T. CleanSky: Vers une application basée Web 2.0 pour la modélisation de la pollution de l'air. Colloque International Francophone Ingénierie et Environnement, CIFIE'2010, Annaba 18 et 19, pp 171-174, 2010.

49- Djeddi W. and Khadir, M.T. XMAP : A novel structural approach for alignment of OWL-Full ontologies. International Conference on Machine and Web Intelligence (ICMWI 2010), October 3-5, Algiers, Algeria, pp 347-352. DOI:   10.1109/ICMWI.2010.5648054

50- Klai, S. and Khadir, M.T. A Steam Turbine Diagnostic Maintenance System Based on an Evolutive Domain Ontology. International Conference on Machine and Web Intelligence (ICMWI 2010), October 3-5, Algiers, Algeria, pp 339-346.DOI: :   10.1109/ICMWI.2010.5648079

51- Aouaouda, S Khadir, M.T., Mourot, G. and Ragot, J. , Systematic simplification methodology applied to an activated sludge reactor model, , the 7th Workshop on Systems, Signal Processing and their Applications, Tipaza, Algiers Page(s): 143:conférences internationales ,2011.

52- Khadir, M.T., Djeddai, A., and Djeddi W. , XMAP : A novel structural approach for alignment of OWL-Full ontologies based on semantic relationship using WordNet , 4th International Symposium on Inovation in Information and Communication Technology, Amman, Jordan:conférences internationales ,2011

53-Aouaouda, S Khadir, M.T., Mourot, G. and Ragot, J. , Systematic simplification methodology applied to an activated sludge reactor model , the 7th Workshop on Systems, Signal Processing and their Applications, Tipaza, Algiers Page(s): 143:conférences internationales ,2011

54- Dendani N, Khadir M.T and Guessoum, S. , Use a domain ontology in CBR systems for fault diagnosis, , 3ème Conference Internationale sur l'informatique et ses Applications CIIA'11, 2011, Saida-Algérie.:conférences internationales ,2011

55- Djeddi W, and Khadir M.T. , A Dynamic Multistrategy Ontology Alignment Framework Based on Semantic Relationship using WordNet , 3ème Conference Internationale sur l'informatique et ses Applications CIIA'11, 2011, Saida-Algérie.:conférences internationales ,2011

56- Dendani N, Khadir M.T and Guessoum, S. , , Knowledge Intensive Case-Based Reasoning for Fault Diagnosis of Steam Turbines , Conférence Internationale sur le traitement de l'Information Multimédia. CITIM2012, Mascara-Algérie.:conférences internationales ,2011 ,

57- Maatoug, L. and Khadir, M.T., , Fuzzy Takagi Sugeno Model of an Activated Sludge Model (ASM1), , International Conference on EMBEDDED SYSTEMS in Telecommunications and Instrumentation (ICESTI'12),:conférences internationales ,2012

58- Djeddi, W. and Khadir, M. T. , Introducing Artificial Neural Network in Ontologies Alignment Process. , New Trends in Databases and Information Systems Advances in Intelligent Systems and Computing Vol- u:conférences internationales ,2012

59- Djeddi, W., Khadir, M.T., , XMAP: A novel structural approach for alignment of OWL-Full ontologies. , Proceedings of the International Conference on Machine and Web Intelligence (ICMWI), pp. 347-352., :conférences internationales ,2012

60- Djeddai, A., Seridi, H., Khadir, MT. , An Approximation Approach for Semantic Queries of Naïve Users by a New Query Language. , In Proceedings of the fourth international conference on Web and Information Technologies ICWIT 2012:conférences internationales ,2012

61- Dendani, N. and Khadir, M.T., , Hybrid Approach for Fault Diagnosis Based on CBR and Ontology: using jCOLIBRI framework , International Conference on complex Syetems, ICCS'12, Agadir, Maroc 5-6 November 2012.:conférences internationales ,2012

62- Dendani, N. and Khadir, M.T., , A Fault Diagnosis System Based on a Combinason of CBR and Ontology Approach , 1rst Conference on Theoretical and Applicative Aspects of Computer Science,CTAACS'12, Skikda, Algéri:conférences internationales ,2012

 

 


 

 

 

 

 

 

 


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