67 citations · 102 across the 5 of their papers we have counts for
5 papers
Hybrid Agentic AI and Multi-Agent Systems in Smart Manufacturing
Mojtaba A. Farahani, Md Irfan Khan, Thorsten Wuest
The convergence of Agentic AI and MAS enables a new paradigm for intelligent decision making in SMS. Traditional MAS architectures emphasize distributed coordination and specialize…
Analog and Multi-modal Manufacturing Datasets Acquired on the Future Factories Platform V2
Ramy Harik, Fadi El Kalach, Jad Samaha +8
This paper presents two industry-grade datasets captured during an 8-hour continuous operation of the manufacturing assembly line at the Future Factories Lab, University of South C…
Time-Series Forecasting in Smart Manufacturing Systems: An Experimental Evaluation of the State-of-the-art Algorithms
Mojtaba A. Farahani, Fadi El Kalach, Austin Harper +3
TSF is growing in various domains including manufacturing. Although numerous TSF algorithms have been developed recently, the validation and evaluation of algorithms hold substanti…
Taxonomy for Cybersecurity Threat Attributes and Countermeasures in Smart Manufacturing Systems
Md Habibor Rahman, Rocco Cassandro, Thorsten Wuest +1
An attack taxonomy offers a consistent and structured classification scheme to systematically understand, identify, and classify cybersecurity threat attributes. However, existing…
Time-Series Classification in Smart Manufacturing Systems: An Experimental Evaluation of State-of-the-Art Machine Learning Algorithms
Mojtaba A. Farahani, M. R. McCormick, Ramy Harik +1
Manufacturing is gathering extensive amounts of diverse data, thanks to the growing number of sensors and rapid advances in sensing technologies. Among the various data types avail…