Gianni Campatelli
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Research Subjects
Gianni Campatelli has a total of 78 co-authors. Here are the top co-authors by number of shared publications:
- Antonio Scippa
Department of Industrial Engineering, University of Firenze, via di Santa Marta 3, 50139 Firenze, Italy
41 shared publications - Niccolò Grossi
Department of Industrial Engineering, University of Florence, Firenze, Italy
24 shared publications Filippo Montevecchi
University of Firenze
6 shared publications- Filippo Montevecchi
Department of Industrial Engineering, University of Firenze
6 shared publications L. Sallese
6 shared publicationsRiccardo Barbieri
Department of Industrial Engineering, Università Degli Studi Di Firenze, Firenze, Italy
5 shared publications
Latest Publications
- Open Access
- 27 May 2026
- Published by Springer Nature
- p. 108-116
Cost and Environmental Impact Savings Enabled by Industrial Symbiosis Implementation
- 27 May 2026
- Published by Springer Nature
- p. 108-116
Open AccessCost and Environmental Impact Savings Enabled by Industrial Symbiosis Implementation
- Open Access
- 1 January 2026
- Published by Firenze University Press
- p. 57-58
Un Dipartimento aperto alla società: attività di Public Engagement
The chapter “A Department Open to Society: Public Engagement Activities” highlights DIEF’s commitment to dialogue with the community through science outreach initiatives, student orientation, collaboration with schools, institutions, and associations, and participation in public events. These third-mission activities demonstrate the Department’s dedication to disseminating scientific and technological culture, promoting inclusion, and contributing to the social, cultural, and economic development of the territory.
- 1 January 2026
- Published by Firenze University Press
- p. 57-58
Open AccessUn Dipartimento aperto alla società: attività di Public Engagement
The chapter “A Department Open to Society: Public Engagement Activities” highlights DIEF’s commitment to dialogue with the community through science outreach initiatives, student orientation, collaboration with schools, institutions, and associations, and participation in public events. These third-mission activities demonstrate the Department’s dedication to disseminating scientific and technological culture, promoting inclusion, and contributing to the social, cultural, and economic development of the territory.
- Open Access
- 1 January 2026
- Published by Firenze University Press
- p. 141-145
Innovazione tecnologica a servizio del territorio: attività di ricerca e trasferimento tecnologico del Manufacturing Technology Research Laboratory
The chapter “Technological Innovation Serving the Local Community: Research and Technology Transfer Activities of the Manufacturing Technology Research Laboratory” describes the laboratory’s contribution to the development of advanced solutions for production systems. Through research on manufacturing technologies, additive manufacturing, and process monitoring and control, the laboratory fosters industrial innovation and enhances companies’ competitiveness. Its technology transfer activities strengthen the link between the university and the local territory, supporting the transition toward sustainable and digitalized production models.
- 1 January 2026
- Published by Firenze University Press
- p. 141-145
Open AccessInnovazione tecnologica a servizio del territorio: attività di ricerca e trasferimento tecnologico del Manufacturing Technology Research Laboratory
The chapter “Technological Innovation Serving the Local Community: Research and Technology Transfer Activities of the Manufacturing Technology Research Laboratory” describes the laboratory’s contribution to the development of advanced solutions for production systems. Through research on manufacturing technologies, additive manufacturing, and process monitoring and control, the laboratory fosters industrial innovation and enhances companies’ competitiveness. Its technology transfer activities strengthen the link between the university and the local territory, supporting the transition toward sustainable and digitalized production models.
- Open Access
- 23 August 2025
- Published by Springer Nature in Progress in Additive Manufacturing
- Vol. 10 (12) , 11683-11695
Thermal modeling and experimental validation of dot-by-dot wire arc additive manufacturing
This study investigates Dot-by-Dot Wire Arc Additive Manufacturing (DBD-WAAM), a novel variant of conventional Wire Arc Additive Manufacturing, which facilitates the fabrication of unconventional lattice structures. The research employs a combined approach of finite element method (FEM) simulations and experimental validation. FEM was utilized to simulate the DBD-WAAM process, analyzing the impact of key parameters such as idle time and heat input on interpass temperature. The simulation results were validated against experimental data. The heat-affected zone (HAZ) boundaries were identified through optical microscopy and compared with FEM predictions. Furthermore, the simulated temperature distribution was correlated with thermal imaging data recorded during the manufacturing process. Three distinct heat source models–semi-spherical, linearly decaying, and exponentially decaying–were employed to characterize the spatial distribution of heat input. The semi-spherical heat source model demonstrated superior predictive accuracy for both the heat-affected zone boundary and the temporal evolution of temperature. The findings confirm that the FEM model accurately predicts both the temperature distribution and the HAZ boundaries for DBD-WAAM with a maximum average error of approximately 15% for interpass temperature and 20% for substrate temperature in the worst case scenario. Finally, the study proposes a design curve, providing crucial information for selecting appropriate interpass idle times to ensure optimal thermal control between individual dots, and consequently a better control of the geometry and mechanical properties.
- 23 August 2025
- Published by Springer Nature in Progress in Additive Manufacturing
- Vol. 10 (12) , 11683-11695
Open AccessThermal modeling and experimental validation of dot-by-dot wire arc additive manufacturing
This study investigates Dot-by-Dot Wire Arc Additive Manufacturing (DBD-WAAM), a novel variant of conventional Wire Arc Additive Manufacturing, which facilitates the fabrication of unconventional lattice structures. The research employs a combined approach of finite element method (FEM) simulations and experimental validation. FEM was utilized to simulate the DBD-WAAM process, analyzing the impact of key parameters such as idle time and heat input on interpass temperature. The simulation results were validated against experimental data. The heat-affected zone (HAZ) boundaries were identified through optical microscopy and compared with FEM predictions. Furthermore, the simulated temperature distribution was correlated with thermal imaging data recorded during the manufacturing process. Three distinct heat source models–semi-spherical, linearly decaying, and exponentially decaying–were employed to characterize the spatial distribution of heat input. The semi-spherical heat source model demonstrated superior predictive accuracy for both the heat-affected zone boundary and the temporal evolution of temperature. The findings confirm that the FEM model accurately predicts both the temperature distribution and the HAZ boundaries for DBD-WAAM with a maximum average error of approximately 15% for interpass temperature and 20% for substrate temperature in the worst case scenario. Finally, the study proposes a design curve, providing crucial information for selecting appropriate interpass idle times to ensure optimal thermal control between individual dots, and consequently a better control of the geometry and mechanical properties.
- Open Access
Balancing Productivity and Sustainability in EDM: A Comprehensive Analysis of Energy Consumption and Electrode Degradation
Die-sinking Electrical Discharge Machining (EDM) is a manufacturing process for fabricating complex geometries in challenging applications. However, its energy-intensive nature and complex parameter interactions pose challenges in balancing productivity, sustainability, and electrode wear. This study presents a comprehensive analysis of energy consumption and electrode degradation in EDM. Utilizing an advanced experimental setup with real-time energy monitoring, this study investigated the trade-off between machining parameters, energy efficiency, and electrode wear. The study employed a simple and standardized electrode geometry and varied EDM parameters, such as discharge current and pulse duration. The obtained results clearly demonstrated that optimizing EDM machining parameters, particularly discharge current, significantly influenced machining efficiency and electrode wear. Specifically, employing high-current settings of 140 A substantially reduced the total machining time from approximately 33 h (at conservative settings of 40 A) down to around 3.5 h, achieving nearly a tenfold improvement. Moreover, it also led to a reduction in specific energy consumption (SEC), decreasing from 0.81 Wh/mm3 at the low current (40 A) to 0.19 Wh/mm3 at the higher current (140 A), underscoring a definitive inverse relationship between discharge current and energy consumption. The study outcomes provide practical guidelines for enhancing the operational efficiency and sustainability of EDM in advanced manufacturing sectors.
Open AccessBalancing Productivity and Sustainability in EDM: A Comprehensive Analysis of Energy Consumption and Electrode Degradation
Die-sinking Electrical Discharge Machining (EDM) is a manufacturing process for fabricating complex geometries in challenging applications. However, its energy-intensive nature and complex parameter interactions pose challenges in balancing productivity, sustainability, and electrode wear. This study presents a comprehensive analysis of energy consumption and electrode degradation in EDM. Utilizing an advanced experimental setup with real-time energy monitoring, this study investigated the trade-off between machining parameters, energy efficiency, and electrode wear. The study employed a simple and standardized electrode geometry and varied EDM parameters, such as discharge current and pulse duration. The obtained results clearly demonstrated that optimizing EDM machining parameters, particularly discharge current, significantly influenced machining efficiency and electrode wear. Specifically, employing high-current settings of 140 A substantially reduced the total machining time from approximately 33 h (at conservative settings of 40 A) down to around 3.5 h, achieving nearly a tenfold improvement. Moreover, it also led to a reduction in specific energy consumption (SEC), decreasing from 0.81 Wh/mm3 at the low current (40 A) to 0.19 Wh/mm3 at the higher current (140 A), underscoring a definitive inverse relationship between discharge current and energy consumption. The study outcomes provide practical guidelines for enhancing the operational efficiency and sustainability of EDM in advanced manufacturing sectors.
- Open Access
- 6 May 2025
- Published by MDPI AG in Preprints.org
Balancing Productivity and Sustainability in EDM: A Comprehensive Analysis of Energy Consumption and Electrode Degradation
Die Sinking Electrical Discharge Machining (EDM) is a manufacturing process for fabricating complex geometries in challenging applications. However, its energy-intensive nature and complex parameter interactions pose challenges in balancing productivity, sustainability, and electrode-wear. This study presents a comprehensive analysis of the energy consumption and electrode degradation in EDM. Utilising an advanced experimental setup with real-time energy monitoring, this study investigated the trade-off between the machining parameters, energy efficiency, and electrode wear. The study employed a simple and standardised electrode geometry and varied EDM parameters, such as discharge current and pulse duration. Comparative analyses between high-current and low-current settings highlighted a critical trade-off: although conservative parameters minimised electrode wear, they drastically increased machining times and energy consumption. In contrast, the optimised high-current settings reduced the machining time by up to an order of magnitude while maintaining acceptable electrode wear levels. Quantitative metrics, such as Specific Energy Consumption (SEC), reinforce these findings. The study outcomes provide practical guidelines for enhancing EDM's operational efficiency and sustainability of EDM in advanced manufacturing sectors.
- 6 May 2025
- Published by MDPI AG in Preprints.org
Open AccessBalancing Productivity and Sustainability in EDM: A Comprehensive Analysis of Energy Consumption and Electrode Degradation
Die Sinking Electrical Discharge Machining (EDM) is a manufacturing process for fabricating complex geometries in challenging applications. However, its energy-intensive nature and complex parameter interactions pose challenges in balancing productivity, sustainability, and electrode-wear. This study presents a comprehensive analysis of the energy consumption and electrode degradation in EDM. Utilising an advanced experimental setup with real-time energy monitoring, this study investigated the trade-off between the machining parameters, energy efficiency, and electrode wear. The study employed a simple and standardised electrode geometry and varied EDM parameters, such as discharge current and pulse duration. Comparative analyses between high-current and low-current settings highlighted a critical trade-off: although conservative parameters minimised electrode wear, they drastically increased machining times and energy consumption. In contrast, the optimised high-current settings reduced the machining time by up to an order of magnitude while maintaining acceptable electrode wear levels. Quantitative metrics, such as Specific Energy Consumption (SEC), reinforce these findings. The study outcomes provide practical guidelines for enhancing EDM's operational efficiency and sustainability of EDM in advanced manufacturing sectors.
- Open Access
Development of a NC-Controlled GTAW-Based Wire Arc Additive Manufacturing System for Using Friction Stir Extrusion Recycled Wires
This study investigates the feasibility of using friction stir extrusion (FSE) recycled aluminum wires as filler metals for gas tungsten arc welding (GTAW) and additive manufacturing applications. A NC-controlled GTAW feeding system was developed to enable the deposition of these recycled wires. The effect of cleaning the machining chips before the FSE process on the quality of the manufactured wires and the resulting welded beads was evaluated. Wires produced from uncleaned chips and cleaned chips were compared in terms of their external appearance, ductility, and the presence of porosity after the weld deposition. The results showed that cleaning the chips before the FSE process is crucial for obtaining more uniform wires with better ductility. Automatic GTAW deposition using cleaned wires resulted in significantly improved bead geometry, reduced external porosity, and overall better quality compared to uncleaned wires. However, both wire types exhibited internal porosity, with uncleaned wires showing the worst performance. The findings demonstrate the potential of using FSE recycled aluminum wires for welding and additive manufacturing while highlighting the importance of chip cleaning and the need for further optimization to minimize porosity in the deposited material.
Open AccessDevelopment of a NC-Controlled GTAW-Based Wire Arc Additive Manufacturing System for Using Friction Stir Extrusion Recycled Wires
This study investigates the feasibility of using friction stir extrusion (FSE) recycled aluminum wires as filler metals for gas tungsten arc welding (GTAW) and additive manufacturing applications. A NC-controlled GTAW feeding system was developed to enable the deposition of these recycled wires. The effect of cleaning the machining chips before the FSE process on the quality of the manufactured wires and the resulting welded beads was evaluated. Wires produced from uncleaned chips and cleaned chips were compared in terms of their external appearance, ductility, and the presence of porosity after the weld deposition. The results showed that cleaning the chips before the FSE process is crucial for obtaining more uniform wires with better ductility. Automatic GTAW deposition using cleaned wires resulted in significantly improved bead geometry, reduced external porosity, and overall better quality compared to uncleaned wires. However, both wire types exhibited internal porosity, with uncleaned wires showing the worst performance. The findings demonstrate the potential of using FSE recycled aluminum wires for welding and additive manufacturing while highlighting the importance of chip cleaning and the need for further optimization to minimize porosity in the deposited material.
- Open Access
- 15 May 2024
- Published by Materials Research Forum, LLC in Materials Research Proceedings
- Vol. 41
Improvement of the surface quality of titanium-based design objects produced through WAAM technology using chemical machining: A preliminary study
Improvement of the surface quality of titanium-based design objects produced through WAAM technology using chemical machining: A preliminary study PERNA Ale
- 15 May 2024
- Published by Materials Research Forum, LLC in Materials Research Proceedings
- Vol. 41
Open AccessImprovement of the surface quality of titanium-based design objects produced through WAAM technology using chemical machining: A preliminary study
Improvement of the surface quality of titanium-based design objects produced through WAAM technology using chemical machining: A preliminary study PERNA Ale
- Open Access
- 6 May 2024
- Published by Elsevier in Journal of Cleaner Production
- Vol. 458, 142504
Exploring remanufacturing conveniency: An economic and energetic assessment for a closed-loop supply chain of a mechanical component
- 6 May 2024
- Published by Elsevier in Journal of Cleaner Production
- Vol. 458, 142504
Open AccessExploring remanufacturing conveniency: An economic and energetic assessment for a closed-loop supply chain of a mechanical component
- 17 March 2022
- Published by Elsevier in Precision Engineering
- Vol. 76, 95-109
Surface location error prediction in 2.5-axis peripheral milling considering tool dynamic stiffness variation
- 17 March 2022
- Published by Elsevier in Precision Engineering
- Vol. 76, 95-109
Surface location error prediction in 2.5-axis peripheral milling considering tool dynamic stiffness variation