Foto del docente

Francesca Calabrese

Junior assistant professor (fixed-term)

Department of Industrial Engineering

Academic discipline: ING-IND/17 Industrial Mechanical Systems Engineering

Publications

Bortolini M.; Calabrese F.; Ferrari E.; Galizia F.G.; Naldi L.D., A Heuristic Approach to Design a Crowd-Based Last-Mile Delivery Network, in: Smart Innovation, Systems and Technologies, Singapore, Springer Science and Business Media Deutschland GmbH, 2024, pp. 215 - 225 (SMART INNOVATION, SYSTEMS AND TECHNOLOGIES) [Chapter or essay]

Galizia, Francesco Gabriele; Bortolini, Marco; Calabrese, Francesca, A cross‐sectorial review of industrial best practices and case histories on Industry 4.0 technologies, «SYSTEMS ENGINEERING», 2023, [in press], pp. 1 - 17 [Scientific article]Open Access

Gabellini M.; Civolani L.; Regattieri A.; Calabrese F., A Data Model for Predictive Supply Chain Risk Management, in: Changeable, Agile, Reconfigurable and Virtual Production Conference Proceedings CARV2023, 2023, pp. 365 - 372 (atti di: Changeable, Agile, Reconfigurable and Virtual Production Conference CARV2023, Bologna, 20-23 june 2023) [Contribution to conference proceedings]

Bortolini M.; Calabrese F.; Galizia F.G.; Regattieri A., A two-step methodology for product platform design and assessment in high-variety manufacturing, «INTERNATIONAL JOURNAL, ADVANCED MANUFACTURING TECHNOLOGY», 2023, 126, pp. 3923 - 3948 [Scientific article]Open Access

Calabrese F.; Regattieri A.; Gabellini M.; Caporale A.; Epifania P., Condition Monitoring of CNC machines: machining process classification through Temporal Convolutional Networks, in: 28th ISSAT International Conference on Reliability and Quality in Design, RQD 2023, International Society of Science and Applied Technologies, 2023, pp. 51 - 55 (atti di: 28th ISSAT International Conference on Reliability and Quality in Design, RQD 2023, usa, 2023) [Contribution to conference proceedings]

Caporale A.; Galizia F.G.; Calabrese F.; Bortolini M.; Mora C.; Ferrari E., Optimizing Makespan in Single-Model Assembly Lines with Human-Robot Collaboration, in: Production Processes and Product Evolution in the Age of Disruption - Proceedings of the 9th Changeable, Agile, Reconfigurable and Virtual Production Conference (CARV2023) and the 11th World Mass Customization & Personalization Conference (MCPC2023), Bologna, Italy, June 2023, Cham, Springer Science and Business Media Deutschland GmbH, 2023, pp. 817 - 824 (LECTURE NOTES IN MECHANICAL ENGINEERING) [Chapter or essay]

Bortolini M.; Calabrese F.; Galizia F.G.; Mora C., A three-objective optimization model for mid-term sustainable supply chain network design, «COMPUTERS & INDUSTRIAL ENGINEERING», 2022, 168, Article number: 108131 , pp. 1 - 16 [Scientific article]

Bortolini M.; Calabrese F.; Galizia F.G., Crowd Logistics: A Survey of Successful Applications and Implementation Potential in Northern Italy, «SUSTAINABILITY», 2022, 14, Article number: 16881 , pp. 1 - 17 [Scientific article]Open Access

Calabrese, F; Regattieri, A; Bortolini, M; Galizia, FG, Data-Driven Fault Detection and Diagnosis: Challenges and Opportunities in Real-World Scenarios, «APPLIED SCIENCES», 2022, 12, Article number: 9212 , pp. 1 - 24 [Scientific article]Open Access

Del Buono F.; Calabrese F.; Baraldi A.; Paganelli M.; Regattieri A., Data-Driven Predictive Maintenance in Evolving Environments: A Comparison Between Machine Learning and Deep Learning for Novelty Detection, in: Smart Innovation, Systems and Technologies, 152 BEACH ROAD, #21-01/04 GATEWAY EAST, SINGAPORE, 189721, SINGAPORE, Springer Science and Business Media Deutschland GmbH, 2022, 262, pp. 109 - 119 (atti di: 8th International Conference on Sustainable Design and Manufacturing, KES-SDM 2021, Split - Croatia, 15-17/9/2021) [Contribution to conference proceedings]

Calabrese F.; Regattieri A.; Bortolini M.; Galizia F.G., Fault Diagnosis in Industries: How to Improve the Health Assessment of Rotating Machinery, in: Smart Innovation, Systems and Technologies, Singapore, Springer Science and Business Media Deutschland GmbH, 2022, pp. 257 - 266 (SMART INNOVATION, SYSTEMS AND TECHNOLOGIES) [Chapter or essay]

Calabrese F.; Regattieri A.; Galizia F.G.; Piscitelli R.; Bortolini M., Genetic Programming-Based Feature Construction for System Setting Recognition and Component-Level Prognostics, «APPLIED SCIENCES», 2022, 12, Article number: 4749 , pp. 1 - 18 [Scientific article]Open Access

Bortolini M.; Calabrese F.; Galizia F.G.; Mora C.; Ventura V., Industry 4.0 Technologies: A Cross-sector Industry-Based Analysis, in: Smart Innovation, Systems and Technologies, Singapore, Springer Science and Business Media Deutschland GmbH, 2022, pp. 140 - 148 (SMART INNOVATION, SYSTEMS AND TECHNOLOGIES) [Chapter or essay]

Del Buono F.; Calabrese F.; Baraldi A.; Paganelli M.; Guerra F., Novelty Detection with Autoencoders for System Health Monitoring in Industrial Environments, «APPLIED SCIENCES», 2022, 12, Article number: 4931 , pp. 1 - 19 [Scientific article]Open Access

Calabrese F.; Regattieri A.; Bortolini M.; Galizia F.G.; Visentini L., Feature-based multi-class classification and novelty detection for fault diagnosis of industrial machinery, «APPLIED SCIENCES», 2021, 11, Article number: 9580 , pp. 1 - 18 [Scientific article]Open Access

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