Yassine Qamsane
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View article: No Code AI: Automatic generation of Function Block Diagrams from documentation and associated heuristic for context-aware ML algorithm training
No Code AI: Automatic generation of Function Block Diagrams from documentation and associated heuristic for context-aware ML algorithm training Open
Industrial process engineering and PLC program development have traditionally favored Function Block Diagram (FBD) programming over classical imperative style programming like the object oriented and functional programming paradigms. The i…
View article: Facilitating Change Implementation for Continuous ML-Safety Assurance
Facilitating Change Implementation for Continuous ML-Safety Assurance Open
We propose a method for deploying a safety-critical machine-learning component into continuously evolving environments where an increased degree of automation in the engineering process is desired. We associate semantic tags with the safet…
View article: A Model Based Approach for Generating Modular Manufacturing Control Systems
A Model Based Approach for Generating Modular Manufacturing Control Systems Open
Digitalization is transforming manufacturing systems to become more agile and smart thanks to the integration of sensors and connection technologies that help capture data at all phases of a product's life cycle.Digitalization promises to …
View article: Open Process Automation- and Digital Twin-Based Performance Monitoring of a Process Manufacturing System
Open Process Automation- and Digital Twin-Based Performance Monitoring of a Process Manufacturing System Open
Open Process Automation (OPA) and Digital Twin (DT) technologies show great promise to reduce risk, downtime, and energy consumption, while improving safety and efficiency in manufacturing systems. OPA defines a reference architecture for …
View article: Toward an Automated Learning Control Architecture for Cyber-Physical Manufacturing Systems
Toward an Automated Learning Control Architecture for Cyber-Physical Manufacturing Systems Open
Manufacturers are constantly looking to enhance the performance of their manufacturing systems by improving their ability to address disruptions and disturbances, while reducing cost and maximizing quantity and quality. Even though innovat…
View article: Merging Subject Matter Expertise and Deep Convolutional Neural Network for State-Based Online Machine-Part Interaction Classification
Merging Subject Matter Expertise and Deep Convolutional Neural Network for State-Based Online Machine-Part Interaction Classification Open
Machine-part interaction classification is a key capability required by Cyber-Physical Systems (CPS), a pivotal enabler of Smart Manufacturing (SM). While previous relevant studies on the subject have primarily focused on time series class…
View article: A Methodology to Develop and Implement Digital Twin Solutions for Manufacturing Systems
A Methodology to Develop and Implement Digital Twin Solutions for Manufacturing Systems Open
Digital Twin (DT) is an emerging technology that has recently been cited as an underpinning element of the digital transformation. DTs are commonly defined as digital replicas of components, systems, products, and services that receive dat…
View article: A Requirements Driven Digital Twin Framework: Specification and Opportunities
A Requirements Driven Digital Twin Framework: Specification and Opportunities Open
Among the tenets of Smart Manufacturing (SM) or Industry 4.0 (I4.0), digital twin (DT), which represents the capabilities of virtual representations of components and systems, has been cited as the biggest technology trend disrupting engin…
View article: Towards Automated Safety Vetting of PLC Code in Real-World Plants
Towards Automated Safety Vetting of PLC Code in Real-World Plants Open
Safety violations in programmable logic controllers (PLCs), caused either by faults or attacks, have recently garnered significant attention. However, prior efforts at PLC code vetting suffer from many drawbacks. Static analyses and verifi…
View article: A Tool Support to Distributed Control Synthesis and Grafcet Implementation for Discrete Event Manufacturing Systems
A Tool Support to Distributed Control Synthesis and Grafcet Implementation for Discrete Event Manufacturing Systems Open
International audience
View article: Distributed Supervisory Control Synthesis For Discrete Manufacturing Systems
Distributed Supervisory Control Synthesis For Discrete Manufacturing Systems Open
International audience