Emiliano Traini

PhD

• Machine learning in manufacturing applications. A.A. 2023/24, INGEGNERIA GESTIONALE E DELLA PRODUZIONE. Teaching assistant

Master of Science

• Challenge@CLIK - e-Mobility. A.A. 2019/20, AUTOMOTIVE ENGINEERING (INGEGNERIA DELL'AUTOVEICOLO). Collaboratore del corso

Bachelor of Science

• Laboratorio di Programmazione Industriale. A.A. 2024/25, TECNOLOGIE PER L'INDUSTRIA MANIFATTURIERA. Collaboratore del corso
• Programmazione e gestione della produzione. A.A. 2022/23, INGEGNERIA GESTIONALE. Collaboratore del corso
• Strumenti dell'Ingegneria per l'industria 4.0. A.A. 2021/22, INGEGNERIA GESTIONALE. Collaboratore del corso
• Laboratorio di sistemi informativi aziendali e IOT. A.A. 2021/22, TECNOLOGIE PER L'INDUSTRIA MANIFATTURIERA (CORSO PROFESSIONALIZZANTE). Collaboratore del corso
• Programmazione e gestione della produzione. A.A. 2021/22, INGEGNERIA GESTIONALE. Collaboratore del corso
• Sistemi di produzione. A.A. 2021/22, INGEGNERIA GESTIONALE. Collaboratore del corso
• Programmazione e gestione della produzione. A.A. 2020/21, INGEGNERIA GESTIONALE. Collaboratore del corso
• Sistemi di produzione. A.A. 2020/21, INGEGNERIA GESTIONALE. Collaboratore del corso
• Sistemi di produzione. A.A. 2020/21, INGEGNERIA GESTIONALE. Collaboratore del corso
• Strumenti dell'Ingegneria per l'industria 4.0. A.A. 2019/20, INGEGNERIA GESTIONALE. Collaboratore del corso
• Programmazione e gestione della produzione. A.A. 2019/20, INGEGNERIA GESTIONALE. Collaboratore del corso
• Sistemi di produzione. A.A. 2019/20, INGEGNERIA GESTIONALE. Collaboratore del corso
• Sistemi di produzione. A.A. 2019/20, INGEGNERIA GESTIONALE. Collaboratore del corso

• Knowledge engineering management (DIGEP)

• Traini, Emiliano; Antal, Gabriel; Bruno, Giulia; De Maddis, Manuela; Lombardi, Franco; ... (2024)
  Hybrid knowledge based system supporting Digital Twins in the Industry 5.0. In: 5th International Conference on Industry 4.0 and Smart Manufacturing, pp. 1471-1480. ISSN 1877-0509
  Contributo in Atti di Convegno (Proceeding)
• Faveto, Alberto; Traini, Emiliano; Bruno, Giulia; Chiabert, Paolo (2024)
  Review-based method for evaluating key performance indicators: an application on warehouse system. In: THE INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, vol. 130, pp. 297-310. ISSN 1433-3015
  Contributo su Rivista
• Awouda, Ahmed; Traini, Emiliano; Asranov, Mansur; Chiabert, Paolo (2024)
  Bloom’s IoT Taxonomy towards an effective Industry 4.0 education: Case study on Open-source IoT laboratory. In: EDUCATION AND INFORMATION TECHNOLOGIES. ISSN 1360-2357
  Contributo su Rivista
• Awouda, Ahmed; Traini, Emiliano; Bruno, Giulia; Chiabert, Paolo (2024)
  IoT-Based Framework for Digital Twins in the Industry 5.0 Era. In: SENSORS, vol. 24. ISSN 1424-8220
  Contributo su Rivista
• Bruno, Giulia; Antal, Gabriel; Traini, Emiliano; De Maddis, Manuela (2024)
  Convolutional Neural Network for Quality Monitoring and Predictive Maintenance in Resistance Spot Welding. In: Real-World Applications of AI Innovation / S.N., S.L., IGI Global, pp. 307-330. ISBN: 9798369342527
  Contributo in Volume
• Serio, Francesco; Traini, Emiliano; Barret, Julia; Parisot, Frederic; Chiabert, Paolo; ... (2023)
  General Methodology for the Generation and Dissemination of Manufacturing Knowledge: A Case Study with the Double Diamond AM Knowledge Approach. In: 19th IFIP WG 5.1 International Conference on Product Lifecycle Management, PLM 2022, Grenoble (FRA), 2022, pp. 25-34. ISSN 1868-4238. ISBN: 9783031251818
  Contributo in Atti di Convegno (Proceeding)
• Traini, E.; Awouda, A.; Asranov, M.; Chiabert, P. (2022)
  Open-Source IoT Lab for Fully Remote Teaching. In: 18th IFIP WG 5.1 International Conference, PLM 2021, pp. 353-368. ISSN 1868-4238. ISBN: 978-3-030-94398-1
  Contributo in Atti di Convegno (Proceeding)
• Traini, Emiliano (2022)
  Hybrid modeling to support the smart manufacturing: concepts, theoretic contributions and real-case applications about Hybrid and Wisdom-based Systems. relatore: LOMBARDI, FRANCO; , 34. XXXIV Ciclo, P.: 180
  Doctoral Thesis
• Panza, L.; Bruno, G.; De Maddis, M.; Lombardi, F.; Russo Spena, P.; Traini, E. (2022)
  Data-Driven Framework for Electrode Wear Prediction in Resistance Spot Welding. In: 18th IFIP WG 5.1 International Conference on Product Lifecycle Management, PLM 2021, Curitiba, (Brazil), July 11–14, 2021, pp. 239-252. ISSN 1868-4238. ISBN: 978-3-030-94334-9
  Contributo in Atti di Convegno (Proceeding)
• Faveto, Alberto; Traini, Emiliano; Bruno, Giulia; Lombardi, Franco (2021)
  Development of a key performance indicator framework for automated warehouse systems. In: 17th IFAC Symposium on Information Control Problems in Manufacturing INCOM 2021, Milan, 19 July 2021 through 20 July 2021, pp. 116-121. ISSN 2405-8963
  Contributo in Atti di Convegno (Proceeding)
• Aliev, K.; Traini, E.; Asranov, M.; Awouda, A.; Chiabert, P. (2021)
  Prediction and estimation model of energy demand of the AMR with cobot for the designed path in automated logistics systems. In: 14th CIRP Conference on Intelligent Computation in Manufacturing Engineering15-17 July 2020 , CIRP ICME ˈ20, Naples (ITA), 15-17 July 2020, pp. 116-121. ISSN 2212-8271
  Contributo in Atti di Convegno (Proceeding)
• Traini, E.; Bruno, G.; Lombardi, F. (2021)
  Design of a Physics-Based and Data-Driven Hybrid Model for Predictive Maintenance. In: IFIP WG 5.7 International Conference, APMS 2021, Nantes, France, September 5–9, 2021, pp. 536-543. ISSN 1868-4238. ISBN: 978-3-030-85914-5
  Contributo in Atti di Convegno (Proceeding)
• Bruno, Giulia; Traini, Emiliano; Faveto, Alberto; Lombardi, Franco (2021)
  Building a Factory Knowledge Base. In: Driving Innovation and Productivity Through Sustainable Automation / S.N., S.L., IGI Global, pp. 50-75. ISBN: 9781799858799
  Contributo in Volume
• Traini, E.; Faveto, A.; Bruno, G.; Lombardi, F. (2020)
  Design and Simulation of a Battery Swapping System for Electric Vehicles. In: 25th IEEE International Conference on Emerging Technologies and Factory Automation, ETFA 2020, Vienna, Austria, 2020, pp. 837-843. ISSN 1946-0740. ISBN: 978-1-7281-8956-7
  Contributo in Atti di Convegno (Proceeding)
• Avvaru, Venkat Sai; Bruno, Giulia; Chiabert, Paolo; Traini, Emiliano (2020)
  Integration of PLM, MES and ERP Systems to Optimize the Engineering, Production and Business. In: IFIP International Conference on Product Lifecycle Management, Rapperswil, Switzerland, 5-8 luglio, pp. 70-82. ISSN 1868-4238. ISBN: 978-3-030-62806-2
  Contributo in Atti di Convegno (Proceeding)
• Bruno, Giulia; Faveto, Alberto; Traini, Emiliano (2020)
  An open source framework for the storage and reuse of industrial knowledge through the integration of PLM and MES. In: MANAGEMENT AND PRODUCTION ENGINEERING REVIEW, vol. 11, pp. 62-73. ISSN 2080-8208
  Contributo su Rivista
• Traini, E.; Bruno, G.; Lombardi, F. (2020)
  Tool condition monitoring framework for predictive maintenance: a case study on milling process. In: INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, pp. 1-15. ISSN 0020-7543
  Contributo su Rivista
• Bruno, G.; Traini, E.; Lombardi, F. (2019)
  A Knowledge-Based System for Collecting and Integrating Production Information. In: 20th IFIP Working Conference on Virtual Enterprises, PRO-VE 2019, Torino (ITA), 2019, pp. 163-170. ISSN 1868-4238. ISBN: 978-3-030-28463-3
  Contributo in Atti di Convegno (Proceeding)
• Traini, E.; Bruno, G.; Awouda, A.; Chiabert, P.; Lombardi, F. (2019)
  Integration Between PLM and MES for One-of-a-Kind Production. In: 16th IFIP WG 5.1 International Conference on Product Lifecycle Management, PLM 2019, rus, 2019, pp. 356-365. ISSN 1868-4238. ISBN: 978-3-030-42249-3
  Contributo in Atti di Convegno (Proceeding)
• D'Antonio, G.; Bruno, G.; Traini, E.; Lombardi, F. (2019)
  An analytical model to estimate AVS/RS energy consumption. In: 9th IFAC Conference on Manufacturing Modelling, Management and Control, MIM 2019, deu, 2019, pp. 24-29. ISSN 2405-8963
  Contributo in Atti di Convegno (Proceeding)
• Traini, Emiliano; Bruno, Giulia; D’Antonio, Gianluca; Lombardi, Franco (2019)
  Machine learning framework for predictive maintenance in milling. In: 9th IFAC Conference on Manufacturing Modelling, Management and Control MIM 2019, Berlino (D), 28–30 August 2019, pp. 177-182. ISSN 2405-8963
  Contributo in Atti di Convegno (Proceeding)
• Bruno, Giulia; Traini, Emiliano; Chiabert, Paolo; Lombardi, Franco (2019)
  Configuration of a production-integrated AVS/RS through discrete event simulation. In: XIV Convegno dell’Associazione Italiana Tecnologie Manifatturiere, Padova (IT), 09-11 Settembre 2019
  Contributo in Atti di Convegno (Proceeding)