Conference Agenda

ID: 176 / ISM-02: 1
Special session: Industry 4.0 technologies for manufacturing sustainability
Keywords: Industry 4.0; fourth industrial revolution; India; policies; challenges; value drivers.

Industry 4.0: An Indian perspective

Anbesh Jamwal¹, Rajeev Agrawal¹, Monica Sharma^1,2, Saurabh Pratap³

¹Department of Mechanical Engineering, Malaviya National Institute of Technology Jaipur (Rajasthan) INDIA - 302017, India; ²Department of Management Studies, Malaviya National Institute of Technology Jaipur (Rajasthan) INDIA - 302017, India; ³Department of Mechanical Engineering, Indian Institute of Technology (IIT-BHU) Varanasi, India

ID: 442 / ISM-02: 2
Special track: Intelligent Systems for Manufacturing Planning and Control in the Industry 4.0.
Keywords: Reinforcement Learning, DQN, Scheduling, Flow Shop.

Dynamic scheduling in a flow shop using Deep Reinforcement Learning

Maria Grazia Marchesano, Guido Guizzi, Liberatina Carmela Santillo, Silvestro Vespoli

Università degli Studi di Napoli Federico II, Italy

ID: 555 / ISM-02: 3
Special track: Intelligent Systems for Manufacturing Planning and Control in the Industry 4.0.
Keywords: Digital manufacturing, risk management, cybersecurity, digitalization

Risk Assessment and Mitigation for Industry 4.0: Implementation of a Digital Risk Quick Check

Julia C. Arlinghaus, Falko Bendik

Otto-von-Guericke-Universität Magdeburg, Germany

ID: 381 / ISM-02: 4
Special track: Intelligent Systems for Manufacturing Planning and Control in the Industry 4.0.
Keywords: Industry 4.0, Industrial Production System, CONWIP Flow-Shop, Throughput Estimation, Deep Learning

A deep learning algorithm for the throughput estimation of a CONWIP line

Silvestro Vespoli, Andrea Grassi, Guido Guizzi, Valentina Popolo

Università degli Studi di Napoli Federico II, Italy

ID: 509 / ISM-02: 5
Special track: Intelligent Systems for Manufacturing Planning and Control in the Industry 4.0.
Keywords: Interdependency effects, prediction, logistics performance

Exploring Interdependency Effects of Production Orders as Central Impact Factors of Logistics Performance in Manufacturing Systems

Victor Vican¹, Julia C. Arlinghaus²

¹Jacobs University gGmbH; ²Fraunhofer-Institut für Fabrikbetrieb und -automatisierung IFF