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Neamah ZH, Al-Kindi LAH, Al-Kindi G. ABC model for cost estimation of custom implants by Additive Manufacturing. PLoS One 2024; 19:e0301440. [PMID: 38809934 PMCID: PMC11135763 DOI: 10.1371/journal.pone.0301440] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Accepted: 03/16/2024] [Indexed: 05/31/2024] Open
Abstract
Computer-aided design (CAD) models can now be directly converted into products and structures. One technique to realize such approach is through Additive Manufacturing (AM). AM is relatively new manufacturing technology in which products are manufactured by layering various materials like rubber, metal, ceramic, composites, and polymers. However, the use of this technology requires consideration of its associated cost to ensure its competitiveness. In this paper, a simplified mathematical cost model is suggested. The model considers the main components of costs. The model formula utilizes expenses related to the pre-processing, main processing, and the post-processing operations. To validate the model, it is tested to estimate the cost of medical implants manufacturing using AM technique. In many cases, medical implants require unique or dedicated design for each patient. Hence cost estimation will help to assess and estimate the required financial resources for such operations. A case study is provided in this paper to estimate the manufacturing cost of a finger's phalanges bone, with metal implant using AM technique. The developed model may be described as Activity Based Costing (ABC). The model is introduced to estimate the cost of parts produced using AM technique. Although the model is developed to suit custom implant manufacturing using AM technique, its use may also be adapted to suit the manufacturing of many other parts and products. The developed model is aiming to achieve several tasks namely assigning cost drivers to each activity, estimating the cost of individual actions, allocating overhead expenses, calculating the overall production cost, and establishing an acceptable selling price. It assists companies in computing the cost of custom implants for customers, enhancing the accuracy of production cost estimates, and ultimately boosting profitability.
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Affiliation(s)
- Zaineb Hameed Neamah
- Department of Production Engineering and Metallurgy, University of Technology, Baghdad, Iraq
| | - Luma A. H. Al-Kindi
- Department of Production Engineering and Metallurgy, University of Technology, Baghdad, Iraq
| | - Ghassan Al-Kindi
- Department of Mechanical Engineering, Sohar University, Sohar, Oman
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Matsko A, Shaker N, Fernandes ACBCJ, Haimeur A, França R. Nanoscale Chemical Surface Analyses of Recycled Powder for Direct Metal Powder Bed Fusion Ti-6Al-4V Root Analog Dental Implant: An X-ray Photoelectron Spectroscopy Study. Bioengineering (Basel) 2023; 10:379. [PMID: 36978770 PMCID: PMC10045388 DOI: 10.3390/bioengineering10030379] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2023] [Revised: 03/15/2023] [Accepted: 03/16/2023] [Indexed: 03/30/2023] Open
Abstract
Over the past couple of decades, additive manufacturing and the use of root-analogue-printed titanium dental implants have been developed. Not all powder particles are sintered into the final product during the additive manufacturing process. Reuse of the remaining powder could reduce the overall implant manufacturing cost. However, Ti-6Al-4V powder particles are affected by heat, mechanical factors, and oxidization during the powder bed fusion manufacturing process. Degradation of the powder may harm the final surface composition and decrease the biocompatibility and survival of the implant. The uncertainty of the recycled powder properties prevents implant fabrication facilities from reusing the powder. This study investigates the chemical composition of controlled, clean, and recycled titanium alloy powder and root-analogue implants (RAI) manufactured from these powders at three different depths. The change in titanium's quantity, oxidization state, and chemical composition in powder and RAI implants have been demonstrated and analyzed. While not identical, the surface chemical composition of the recycled powder implant and the implant manufactured from unused powder are similar. The results also indicate the presence of TiO2 on all surfaces. Many studies confirmed that titanium dioxide on the implant's surface correlates with better osteointegration, reduced bacterial infection, and increased corrosion resistance. Considering economic and environmental aspects, surface chemical composition comparison of clean and reused powder is crucial for the future manufacturing of cost-effective and biocompatible implants.
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Affiliation(s)
- Anastasia Matsko
- Biomedical Engineering Program, Faculty of Engineering University of Manitoba, Winnipeg, MB R3T 2N2, Canada
| | - Nader Shaker
- Department of Restorative Dentistry, College of Dentistry, University of Manitoba, Winnipeg, MB R3E 0W2, Canada
| | | | - Asmaa Haimeur
- Department of Restorative Dentistry, College of Dentistry, University of Manitoba, Winnipeg, MB R3E 0W2, Canada
| | - Rodrigo França
- Department of Restorative Dentistry, College of Dentistry, University of Manitoba, Winnipeg, MB R3E 0W2, Canada
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Influence of linear energy on side surface roughness in powder bed fusion electron beam melting process: Coupled experimental and simulation study. POWDER TECHNOL 2023. [DOI: 10.1016/j.powtec.2023.118292] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
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Smolina I, Gruber K, Pawlak A, Ziółkowski G, Grochowska E, Schob D, Kobiela K, Roszak R, Ziegenhorn M, Kurzynowski T. Influence of the AlSi7Mg0.6 Aluminium Alloy Powder Reuse on the Quality and Mechanical Properties of LPBF Samples. MATERIALS 2022; 15:ma15145019. [PMID: 35888484 PMCID: PMC9318767 DOI: 10.3390/ma15145019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Revised: 07/04/2022] [Accepted: 07/16/2022] [Indexed: 11/16/2022]
Abstract
Additive manufacturing (AM) is dynamically developing and finding applications in different industries. The quality of input material is a part of the process and of the final product quality. That is why understanding the influence of powder reuse on the properties of bulk specimens is crucial for ensuring the repeatable AM process chain. The presented study investigated the possibility of continuous reuse of AlSi7Mg0.6 powder in the laser powder bed fusion process (LPBF). To date, there is no study of AlSi7Mg0.6 powder reuse in the LPBF process to be found in the literature. This study aims to respond to this gap. The five batches of AlSi7Mg0.6 powder and five bulk LPBF samples series were characterised using different techniques. The following characteristics of powders were analysed: the powder size distribution (PSD), the morphology (scanning electron microscopy—SEM), the flowability (rotating drum analysis), and laser light absorption (spectrophotometry). Bulk samples were characterised for microstructure (SEM), chemical composition (X-ray fluorescence spectrometry—XRF), porosity (computed tomography—CT) and mechanical properties (tensile, hardness). The powder was reused in subsequent processes without adding (recycling/rejuvenation) virgin powder (collective ageing powder reuse strategy). All tested powders (powders P0–P4) and bulk samples (series S0–S3) show repeatable properties, with changes observed within error limits. Samples manufactured within the fifth reuse cycle (series S4) showed some mean value changes of measured characteristics indicating initial degradation. However, these changes also mostly fit within error limits. Therefore, the collective ageing powder reuse strategy is considered to give repeatable LPBF process results and is recommended for the AlSi7Mg0.6 alloy within at least five consecutive LPBF processes.
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Affiliation(s)
- Irina Smolina
- Centre for Advanced Manufacturing Technologies (CAMT-FPC), Faculty of Mechanical Engineering, Wroclaw University of Science and Technology, ul. Łukasiewicza 5, 50-371 Wroclaw, Poland; (K.G.); (A.P.); (G.Z.); (E.G.); (K.K.); (T.K.)
- Chair of Engineering Mechanics and Machine Dynamics, Brandenburg University of Technology Cottbus-Senftenberg, Universitätsplatz 1, 01968 Senftenberg, Germany; (D.S.); (R.R.); (M.Z.)
- Correspondence: ; Tel.: +48-71-320-42-09
| | - Konrad Gruber
- Centre for Advanced Manufacturing Technologies (CAMT-FPC), Faculty of Mechanical Engineering, Wroclaw University of Science and Technology, ul. Łukasiewicza 5, 50-371 Wroclaw, Poland; (K.G.); (A.P.); (G.Z.); (E.G.); (K.K.); (T.K.)
| | - Andrzej Pawlak
- Centre for Advanced Manufacturing Technologies (CAMT-FPC), Faculty of Mechanical Engineering, Wroclaw University of Science and Technology, ul. Łukasiewicza 5, 50-371 Wroclaw, Poland; (K.G.); (A.P.); (G.Z.); (E.G.); (K.K.); (T.K.)
- Chair of Engineering Mechanics and Machine Dynamics, Brandenburg University of Technology Cottbus-Senftenberg, Universitätsplatz 1, 01968 Senftenberg, Germany; (D.S.); (R.R.); (M.Z.)
| | - Grzegorz Ziółkowski
- Centre for Advanced Manufacturing Technologies (CAMT-FPC), Faculty of Mechanical Engineering, Wroclaw University of Science and Technology, ul. Łukasiewicza 5, 50-371 Wroclaw, Poland; (K.G.); (A.P.); (G.Z.); (E.G.); (K.K.); (T.K.)
| | - Emilia Grochowska
- Centre for Advanced Manufacturing Technologies (CAMT-FPC), Faculty of Mechanical Engineering, Wroclaw University of Science and Technology, ul. Łukasiewicza 5, 50-371 Wroclaw, Poland; (K.G.); (A.P.); (G.Z.); (E.G.); (K.K.); (T.K.)
| | - Daniela Schob
- Chair of Engineering Mechanics and Machine Dynamics, Brandenburg University of Technology Cottbus-Senftenberg, Universitätsplatz 1, 01968 Senftenberg, Germany; (D.S.); (R.R.); (M.Z.)
| | - Karol Kobiela
- Centre for Advanced Manufacturing Technologies (CAMT-FPC), Faculty of Mechanical Engineering, Wroclaw University of Science and Technology, ul. Łukasiewicza 5, 50-371 Wroclaw, Poland; (K.G.); (A.P.); (G.Z.); (E.G.); (K.K.); (T.K.)
| | - Robert Roszak
- Chair of Engineering Mechanics and Machine Dynamics, Brandenburg University of Technology Cottbus-Senftenberg, Universitätsplatz 1, 01968 Senftenberg, Germany; (D.S.); (R.R.); (M.Z.)
- Institute of Applied Mechanics, Poznan University of Technology, Pl. M. Sklodowskiej-Curie 5, 60-965 Poznan, Poland
| | - Matthias Ziegenhorn
- Chair of Engineering Mechanics and Machine Dynamics, Brandenburg University of Technology Cottbus-Senftenberg, Universitätsplatz 1, 01968 Senftenberg, Germany; (D.S.); (R.R.); (M.Z.)
| | - Tomasz Kurzynowski
- Centre for Advanced Manufacturing Technologies (CAMT-FPC), Faculty of Mechanical Engineering, Wroclaw University of Science and Technology, ul. Łukasiewicza 5, 50-371 Wroclaw, Poland; (K.G.); (A.P.); (G.Z.); (E.G.); (K.K.); (T.K.)
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Popov VV, Kudryavtseva EV, Kumar Katiyar N, Shishkin A, Stepanov SI, Goel S. Industry 4.0 and Digitalisation in Healthcare. MATERIALS 2022; 15:ma15062140. [PMID: 35329592 PMCID: PMC8953130 DOI: 10.3390/ma15062140] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/05/2022] [Revised: 03/03/2022] [Accepted: 03/10/2022] [Indexed: 02/04/2023]
Abstract
Industry 4.0 in healthcare involves use of a wide range of modern technologies including digitisation, artificial intelligence, user response data (ergonomics), human psychology, the Internet of Things, machine learning, big data mining, and augmented reality to name a few. The healthcare industry is undergoing a paradigm shift thanks to Industry 4.0, which provides better user comfort through proactive intervention in early detection and treatment of various diseases. The sector is now ready to make its next move towards Industry 5.0, but certain aspects that motivated this review paper need further consideration. As a fruitful outcome of this review, we surveyed modern trends in this arena of research and summarised the intricacies of new features to guide and prepare the sector for an Industry 5.0-ready healthcare system.
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Affiliation(s)
- Vladimir V. Popov
- Department of Materials Science and Engineering, Tel Aviv University, Ramat Aviv, Tel Aviv 6997801, Israel
- Higher School of Engineering, Ural Federal University, 620002 Ekaterinburg, Russia;
- Correspondence:
| | - Elena V. Kudryavtseva
- Obstetrics and Gynecology Department, Ural State Medical University, 620000 Ekaterinburg, Russia;
| | - Nirmal Kumar Katiyar
- School of Engineering, London South Bank University, 103 Borough Road, London SE1 0AA, UK; (N.K.K.); (S.G.)
| | - Andrei Shishkin
- Rudolfs Cimdins Riga Biomaterials Innovations and Development Centre of RTU, Institute of General Chemical Engineering, Faculty of Materials Science and Applied Chemistry, Riga Technical University, 1007 Riga, Latvia;
| | - Stepan I. Stepanov
- Higher School of Engineering, Ural Federal University, 620002 Ekaterinburg, Russia;
| | - Saurav Goel
- School of Engineering, London South Bank University, 103 Borough Road, London SE1 0AA, UK; (N.K.K.); (S.G.)
- Department of Mechanical Engineering, University of Petroleum and Energy Studies, Dehradun 248007, India
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In Situ Monitoring of Powder Bed Fusion Homogeneity in Electron Beam Melting. MATERIALS 2021; 14:ma14227015. [PMID: 34832415 PMCID: PMC8619394 DOI: 10.3390/ma14227015] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Revised: 11/11/2021] [Accepted: 11/16/2021] [Indexed: 12/03/2022]
Abstract
Increasing attention has been devoted in recent years to in situ sensing and monitoring of the electron beam melting process, ranging from seminal methods based on infrared imaging to novel methods based on backscattered electron detection. However, the range of available in situ monitoring capabilities and solutions is still quite limited compared to the wide number of studies and industrial toolkits in laser-based additive manufacturing processes. Some methods that are already industrially available in laser powder bed fusion systems, such as in situ detection of recoating errors, have not yet been investigated and tested in electron beam melting. Motivated by the attempt to fill this gap, we present a novel in situ monitoring methodology that can be easily implemented in industrial electron beam melting machines. The method is aimed at identifying local inhomogeneity and irregularities in the powder bed by means of layerwise image acquisition and processing, with no external illumination source apart from the light emitted by the hot material underneath the currently recoated layer. The results show that the proposed approach is suitable to detect powder bed anomalies, while also highlighting the link between the severity of in situ detected errors and the severity of resulting defects in the additively manufactured part.
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Raza A, Hryha E. Characterization of Spatter and Sublimation in Alloy 718 during Electron Beam Melting. MATERIALS 2021; 14:ma14205953. [PMID: 34683546 PMCID: PMC8538646 DOI: 10.3390/ma14205953] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/06/2021] [Revised: 10/05/2021] [Accepted: 10/07/2021] [Indexed: 11/16/2022]
Abstract
Due to elevated temperatures and high vacuum levels in electron beam melting (EBM), spatter formation and accumulation in the feedstock powder, and sublimation of alloying elements from the base feedstock powder can affect the feedstock powder's reusability and change the alloy composition of fabricated parts. This study focused on the experimental and thermodynamic analysis of spatter particles generated in EBM, and analyzed sublimating alloying elements from Alloy 718 during EBM. Heat shields obtained after processing Alloy 718 in an Arcam A2X plus machine were analyzed to evaluate the spatters and metal condensate. Comprehensive morphological, microstructural, and chemical analyses were performed using scanning electron microscopy (SEM), focused ion beam (FIB), and energy dispersive spectroscopy (EDS). The morphological analysis showed that the area coverage of heat shields by spatter increased from top (<1%) to bottom (>25%), indicating that the spatter particles had projectile trajectories. Similarly, the metal condensate had a higher thickness of ~50 μm toward the bottom of the heat shield, indicating more significant condensation of metal vapors at the bottom. Microstructural analysis of spatters highlighted that the surfaces of spatter particles sampled from the heat shields were also covered with condensate, and the thickness of the deposited condensate depended on the time of landing of spatter particles on the heat shield during the build. The chemical analysis showed that the spatter particles had 17-fold higher oxygen content than virgin powder used in the build. Analysis of the metalized layer indicated that it was formed by oxidized metal condensate and was significantly enriched with Cr due to its higher vapor pressure under EBM conditions.
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