@article {62735,
	title = {Industrial IoT middleware using a multi-agent system for consistency-based diagnostic in cement factory},
	journal = {International Journal of Autonomous and Adaptive Communications Systems},
	volume = {14},
	number = {3},
	year = {2021},
	month = {2021},
	pages = {291-310},
	abstract = {
	With the evolution of the internet of things (IoT), and due to its significant need in the industry, Industrial IoT (IIoT) becomes the suitable naming for this accompaniment. IIoT changed the view of the industry intelligently and over the internet. This overlapping of IoT and industry requires special treatment when systems deal with heterogeneous devices in a distributed environment and complex tasks. In this paper, we propose a middleware solution based on multi-agents system (MAS) to handle the distributed control of complex systems autonomously in an industrial environment. The proposed middleware enables machine-to-machine (M2M) communications among the system{\textquoteright}s components. In this work, we also addressed the distributed diagnostic for real industrial system using MAS with a new suitable communication strategy to support the heterogeneity and interoperability issued in IIoT and assure real-time monitoring and control. Finally, we present a qualitative evaluation of our solution on real case study (cement factory).

},
	isbn = {1754-8632},
	url = {https://www.inderscienceonline.com/doi/abs/10.1504/IJAACS.2021.117805},
	author = {Benayache, Ayoub and Azeddine Bilami and Benaggoune, Khaled and Mouss, Hayet}
}
@article {62660,
	title = {Multiple Features Extraction and Classifiers Combination Based Handwriting Digit Recognition},
	journal = {International Journal on Electrical Engineering and InformaticsInternational Journal on Electrical Engineering and Informatics},
	volume = {13},
	year = {2021},
	month = {2021},
	pages = {163-178},
	isbn = {2085-6830},
	author = {Derdour, Khedidja and Mouss, Hayet and Bensaadi, Rafik}
}
@article {64611,
	title = {Fuzzy control of an industrial process system using internet and web services},
	journal = {International Journal of Industrial and Systems EngineeringInternational Journal of Industrial and Systems Engineering},
	volume = {29},
	year = {2018},
	month = {2018},
	pages = {389-404},
	isbn = {1748-5037},
	author = {Hanane Zermane and Mouss, Hayet}
}
@article {64071,
	title = {Development of an internet and fuzzy based control system of manufacturing process},
	journal = {International Journal of Automation and ComputingInternational Journal of Automation and Computing},
	volume = {14},
	year = {2017},
	month = {2017},
	pages = {706-718},
	isbn = {1751-8520},
	author = {Hanane Zermane and Mouss, Hayet}
}
@article {64070,
	title = {Internet and fuzzy based control system for rotary kiln in cement manufacturing plant},
	journal = {International Journal of Computational Intelligence SystemsInternational Journal of Computational Intelligence Systems},
	volume = {10},
	year = {2017},
	month = {2017},
	pages = {835},
	isbn = {1875-6891},
	author = {Hanane Zermane and Mouss, Hayet}
}
@proceedings {65769,
	title = {Photovoltaic module simultaneous open-and short-circuit faults modeling and detection using the I{\textendash}V characteristic},
	journal = {2015 IEEE 24th International Symposium on Industrial Electronics (ISIE)},
	year = {2015},
	month = {2015},
	pages = {855-860},
	publisher = {IEEE},
	isbn = {1-4673-7554-3},
	author = {Rezgui, Wail and Mouss, Hayet and Mouss, Nadia and Mouss, Djamel and Benbouzid, Mohamed and Amirat, Yassine}
}
@proceedings {61625,
	title = {Modeling and Evaluation of Single Machine Flexibility Using Fuzzy Entropy and Genetic Algorithm Based Approach},
	year = {2011},
	author = {Mouss, Hayet and Mouss, M Djamel and Benbouzid, Mohamed}
}
@proceedings {61988,
	title = {Default Diagnosis and A.I.T},
	year = {2005},
	month = {2005},
	author = {Nezzar, Malika and Benbouzid, Mohamed and Mouss, Hayet and Abdessemed, Rachid}
}
@proceedings {61942,
	title = {Fuzzy Pattern Recognition Based Fault Diagnosis.},
	journal = {ICEIS (2)},
	year = {2005},
	month = {2005},
	pages = {347-356},
	author = {Bensaadi, Rafik and Mouss, Hayet and Mouss, Mohamed Djamel and Benbouzid, Mohamed}
}
