1
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Sorgato M, Bottin A, Stocchero M, Toia M, Savio E. Impact of drill bit wear on temperature increase in dental implant osteotomy: an in vitro study. PLoS One 2025; 20:e0319492. [PMID: 40106457 PMCID: PMC11922234 DOI: 10.1371/journal.pone.0319492] [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: 09/12/2024] [Accepted: 02/02/2025] [Indexed: 03/22/2025] Open
Abstract
OBJECTIVES Dental implant surgery relies extensively on bone drilling, a critical procedure with intrinsic challenges. Drill bits show significant wear and are frequently utilized beyond the manufacturer's recommended limits. Such practices can result in adverse effects, including friction and temperature rise in the surrounding bone area during interventions, with an increased risk of necrosis that can compromise the dental implant osseointegration. This study aimed to compare the quality of osteotomy obtained from two different protocols to determine a possible correlation between the drilling temperature and the tool wear and to evaluate their impact on potential health damage. MATERIALS AND METHODS Experimental evaluations were conducted using synthetic bone that reproduced human bone characteristics. The drilling phase involved real-time temperature acquisition and scanning electron microscopy analysis of tool wear evolution. After the operation, actual hole size and geometry were characterized using a coordinate measuring machine, and temperatures and torques were measured during the subsequent implantation phase. RESULTS The findings revealed a direct correlation between tool wear and the temperature rise during the drilling phase, while a lower correlation was found with the hole profile geometry variation. The implantation phase demonstrated temperature and torque values within acceptable ranges. CONCLUSIONS This study highlights the importance of adhering to proper tool maintenance and replacement protocols. By following recommended guidelines, practitioners can minimize adverse effects and enhance the success of dental implant procedures.
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Affiliation(s)
- Marco Sorgato
- Department of Industrial Engineering, University of Padova, Padova, Italy
| | - Anna Bottin
- Department of Industrial Engineering, University of Padova, Padova, Italy
| | - Michele Stocchero
- Department of Neurosciences, School of Dentistry, University of Padova, Padova, Italy
- Department of Oral and Maxillofacial Surgery and Oral Medicine, Faculty of Odontology, Malmö University, Malmö, Sweden
| | - Marco Toia
- Department of Oral and Maxillofacial Surgery and Oral Medicine, Faculty of Odontology, Malmö University, Malmö, Sweden
| | - Enrico Savio
- Department of Industrial Engineering, University of Padova, Padova, Italy
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2
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Chen YC, Tsai YJ, Hsiao HY, Chiu YW, Hong YY, Tu YK, Hsiao CK. Assessment of Thermal Osteonecrosis during Bone Drilling Using a Three-Dimensional Finite Element Model. Bioengineering (Basel) 2024; 11:592. [PMID: 38927828 PMCID: PMC11200731 DOI: 10.3390/bioengineering11060592] [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: 05/01/2024] [Revised: 05/19/2024] [Accepted: 06/05/2024] [Indexed: 06/28/2024] Open
Abstract
Bone drilling is a common procedure used to create pilot holes for inserting screws to secure implants for fracture fixation. However, this process can increase bone temperature and the excessive heat can lead to cell death and thermal osteonecrosis, potentially causing early fixation failure or complications. We applied a three-dimensional dynamic elastoplastic finite element model to evaluate the propagation and distribution of heat during bone drilling and assess the thermally affected zone (TAZ) that may lead to thermal necrosis. This model investigates the parameters influencing bone temperature during bone drilling, including drill diameter, rotational speed, feed force, and predrilled hole. The results indicate that our FE model is sufficiently accurate in predicting the temperature rise effect during bone drilling. The maximum temperature decreases exponentially with radial distance. When the feed forces are 40 and 60 N, the maximum temperature does not exceed 45 °C. However, with feed forces of 10 and 20 N, both the maximum temperatures exceed 45 °C within a radial distance of 0.2 mm, indicating a high-risk zone for potential thermal osteonecrosis. With the two-stage drilling procedure, where a 2.5 mm pilot hole is predrilled, the maximum temperature can be reduced by 14 °C. This suggests that higher feed force and rotational speed and/or using a two-stage drilling process could mitigate bone temperature elevation and reduce the risk of thermal osteonecrosis during bone drilling.
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Affiliation(s)
- Yung-Chuan Chen
- Department of Vehicle Engineering, National Pingtung University of Science and Technology, Pingtung 912301, Taiwan; (Y.-C.C.); (Y.-Y.H.)
| | - Yi-Jung Tsai
- Department of Medical Research, E-Da Hospital, I-Shou University, Kaohsiung 82445, Taiwan; (Y.-J.T.); (Y.-W.C.)
| | - Hao-Yuan Hsiao
- Institute of Medical Science and Technology, National Sun Yat-sen University, Kaohsiung 804201, Taiwan;
- Department of Orthopedics, E-Da Hospital, I-Shou University, Kaohsiung 82445, Taiwan
| | - Yen-Wei Chiu
- Department of Medical Research, E-Da Hospital, I-Shou University, Kaohsiung 82445, Taiwan; (Y.-J.T.); (Y.-W.C.)
- Institute of Medical Science and Technology, National Sun Yat-sen University, Kaohsiung 804201, Taiwan;
| | - You-Yao Hong
- Department of Vehicle Engineering, National Pingtung University of Science and Technology, Pingtung 912301, Taiwan; (Y.-C.C.); (Y.-Y.H.)
| | - Yuan-Kun Tu
- Department of Orthopedics, E-Da Hospital, I-Shou University, Kaohsiung 82445, Taiwan
| | - Chih-Kun Hsiao
- Department of Medical Research, E-Da Hospital, I-Shou University, Kaohsiung 82445, Taiwan; (Y.-J.T.); (Y.-W.C.)
- Department of Orthopedics, E-Da Hospital, I-Shou University, Kaohsiung 82445, Taiwan
- Department of Mechanical Engineering/Graduate Institute of Mechatronics Engineering, Cheng Shiu University, Kaohsiung 833301, Taiwan
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3
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Boiadjiev T, Boiadjiev G, Stoimenov N, Delchev K, Kastelov R. Experimental temperature evaluation during a robotized bone drilling process. BIOTECHNOL BIOTEC EQ 2023. [DOI: 10.1080/13102818.2022.2160276] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Affiliation(s)
- Tony Boiadjiev
- Department of Distributed Information and Control Systems, Institute of Information and Communication Technologies, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - George Boiadjiev
- Department of Mechatronics, Robotics and Mechanics, Faculty of Mathematics and Informatics, Sofia University St Kliment Ohridski, Sofia, Bulgaria
| | - Nikolay Stoimenov
- Department of Distributed Information and Control Systems, Institute of Information and Communication Technologies, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - Kamen Delchev
- Department of Mechatronics, Robotics and Mechanics, Faculty of Mathematics and Informatics, Sofia University St Kliment Ohridski, Sofia, Bulgaria
| | - Rumen Kastelov
- Orthopedic and Trauma Clinical Centre of Ministry of Domestic Affairs, Sofia, Bulgaria
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Alam K, Qamar SZ, Iqbal M, Piya S, Al-Kindi M, Qureshi A, Al-Ghaithi A, Al-Sumri B, Silberschmidt VV. Effect of drill quality on biological damage in bone drilling. Sci Rep 2023; 13:6234. [PMID: 37069203 PMCID: PMC10110507 DOI: 10.1038/s41598-023-33381-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2022] [Accepted: 04/12/2023] [Indexed: 04/19/2023] Open
Abstract
Bone drilling is a universal procedure in orthopaedics for fracture fixation, installing implants, or reconstructive surgery. Surgical drills are subjected to wear caused by their repeated use, thermal fatigue, irrigation with saline solution, and sterilization process. Wear of the cutting edges of a drill bit (worn drill) is detrimental for bone tissues and can seriously affect its performance. The aim of this study is to move closer to minimally invasive surgical procedures in bones by investigating the effect of wear of surgical drill bits on their performance. The surface quality of the drill was found to influence the bone temperature, the axial force, the torque and the extent of biological damage around the drilling region. Worn drill produced heat above the threshold level related to thermal necrosis at a depth equal to the wall thickness of an adult human bone. Statistical analysis showed that a sharp drill bit, in combination with a medium drilling speed and drilling at shallow depth, was favourable for safe drilling in bone. This study also suggests the further research on establishing a relationship between surface integrity of a surgical drill bit and irreversible damage that it can induce in delicate tissues of bone using different drill sizes as well as drilling parameters and conditions.
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Affiliation(s)
- Khurshid Alam
- Department of Mechanical and Industrial Engineering, College of Engineering, Sultan Qaboos University, P.O. Box 33, Al-Khoud, 123, Sultanate of Oman.
| | - Sayyad Zahid Qamar
- Department of Mechanical and Industrial Engineering, College of Engineering, Sultan Qaboos University, P.O. Box 33, Al-Khoud, 123, Sultanate of Oman
| | - Muhammad Iqbal
- Creative Engineering & Management Services, Saddar Road, Peshawar, Pakistan
| | - Sujan Piya
- Department of Industrial Engineering and Engineering Management, College of Engineering, University of Sharjah, Sharjah, UAE
| | - Mahmood Al-Kindi
- Department of Mechanical and Industrial Engineering, College of Engineering, Sultan Qaboos University, P.O. Box 33, Al-Khoud, 123, Sultanate of Oman
| | - Asim Qureshi
- Department of Pathology, Sultan Qaboos University, Al-Khoud, 123, Sultanate of Oman
| | - Ahmed Al-Ghaithi
- Department of Surgery, Sultan Qaboos University Hospital, Al-Khoud, 123, Sultanate of Oman
| | - Badar Al-Sumri
- Histopathology Laboratory, Sultan Qaboos University Hospital, Al-Khoud, 123, Sultanate of Oman
| | - Vadim V Silberschmidt
- School of Mechanical, Electrical and Manufacturing Engineering, Loughborough University, Loughborough, UK
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Tahmasbi V, Hossein Rabiee A. Intelligent temperature modeling in robotic cortical bone milling process based on teaching-learning-based optimization algorithm. Proc Inst Mech Eng H 2022; 236:1118-1128. [DOI: 10.1177/09544119221106822] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Bone milling is one of the most important and sensitive biomechanical processes in the field of medical engineering. This process is used in orthopedic surgery, dentistry, treatment of fractures, and bone biopsy. The use of automatic numerical control surgical milling machines has revolutionized this procedure. The most important possible complication in bone surgery is the rise of temperature above permissible range and the formation of thermal necrosis or cell death in bone tissue. In the present article, a study on the design of experiment is first conducted by considering the rotational speed of the utilized tool, feed rate, depth of cut and tool diameter as the most important input factors of this process. Then, an adaptive neuro-fuzzy inference system (ANFIS) is developed to model and estimate the temperature behavior in the process of robotic bone milling. The optimal parameters of the ANFIS system are obtained using teaching-learning-based optimization (TLBO) algorithm. In order to model the process behavior, the results of experiments are used for the training (75% of the data) and testing (25% of the data) of the adaptive inference system. The accuracy of the obtained model is investigated via different plots, and statistical criteria, including root mean square error, correlation coefficient, and mean absolute percentage error. The findings show that the ANFIS network successfully predicts the temperature in the automatic bone milling process. In addition, the network error in estimating the temperature of the automatic bone milling process in the training and test section is equal to 1.74% and 3.17%, respectively.
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Affiliation(s)
- Vahid Tahmasbi
- Department of Mechanical Engineering, Arak University of Technology, Arak, Iran
| | - Amir Hossein Rabiee
- Department of Mechanical Engineering, Arak University of Technology, Arak, Iran
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6
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Tahmasbi V, Qasemi M, Ghasemi R, Gholami R. Experimental study and sensitivity analysis of force behavior in cortical bone milling. Med Eng Phys 2022; 105:103821. [DOI: 10.1016/j.medengphy.2022.103821] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2021] [Revised: 04/24/2022] [Accepted: 05/18/2022] [Indexed: 10/18/2022]
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Tsiagadigui JG, Ndiwe B, Ngo Yamben MA, Fotio N, Belinga FE, Njeugna E. The effects of multiple drilling of a bone with the same drill bit: thermal and force analysis. Heliyon 2022; 8:e08927. [PMID: 35243056 PMCID: PMC8861400 DOI: 10.1016/j.heliyon.2022.e08927] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2021] [Revised: 10/21/2021] [Accepted: 02/07/2022] [Indexed: 11/17/2022] Open
Abstract
Repeated use of the same drill bit during drilling wears off the cutting edges, which can lead to a significant increase in heat as a result of friction, which is harmful to a bone above 55 °C. Few previous studies have examined the effects of using the same drill bit several times, on temperature. The objective of this study was to determine the effect of each drilling on temperature and force. 72 trials were performed. A total of 24 stainless steel drill bits of ∅3.2 mm were used to drill bovine bone samples. Each drill bit was used at least 3 times. T thermocouples were used to measure temperatures during each drilling test. Possible correlations of cutting parameters were studied. Tests were performed on a test rig measuring forces and temperatures during drilling. Effects of spindle speed (N), feed rate (Vf), and several trials (E) on temperature and forces were measured. Images of the drill bits were analyzed by digital microscopy before and after the drilling series for signs of wear. Temperatures increased significantly from E1 to E3. They decreased moderately with Vf. The best cutting conditions were at N = 200 rpm for Vf = 60 mm/min and N = 100 rpm for Vf = 30 mm/min drilling. At N > 200 rpm, they were very high. Temperature rise is significantly related to number of drilling (E), spindle speed (N), and inversely to feed rate (Vf). Analysis of images by digital microscopy confirmed drill bits wearing off, following the number of trials.
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Affiliation(s)
- Jean Gustave Tsiagadigui
- Department of Surgery and Specialties, Faculty of Medicine and Biomedical Sciences, University of Yaoundé I, B.P: 1364, Yaoundé, Cameroon
- Department of Mechanical Engineering, ENSET, University of Douala, P.O. Box 1872, Douala, Cameroon
- Corresponding author.
| | - Benoit Ndiwe
- Department of Mechanical Engineering, ENSET, University of Douala, P.O. Box 1872, Douala, Cameroon
| | - Marie-Ange Ngo Yamben
- Department of Surgery and Specialties, Faculty of Medicine and Biomedical Sciences, University of Yaoundé I, B.P: 1364, Yaoundé, Cameroon
| | - Nzogning Fotio
- Department of Mechanical Engineering, ENSET, University of Douala, P.O. Box 1872, Douala, Cameroon
- Laboratory of Materials Mechanics, Structures and Integrated Manufacturing, National Advanced School of Engineering, Yaoundé 1 University, BP 8390, Yaoundé, Cameroon
| | - Fabrice Ella Belinga
- Department of Mechanical Engineering, ENSET, University of Douala, P.O. Box 1872, Douala, Cameroon
| | - Ebenezer Njeugna
- Department of Mechanical Engineering, ENSET, University of Douala, P.O. Box 1872, Douala, Cameroon
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8
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Niehues SM, Elezkurtaj S, Bresssem KK, Hamm B, Erxleben C, Vahldiek J, Adams LC. Evaluation of potential tissue heating during percutaneous drill-assisted bone sampling in an in vivo porcine study. Skeletal Radiol 2022; 51:829-836. [PMID: 34462782 PMCID: PMC8854298 DOI: 10.1007/s00256-021-03890-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Revised: 08/08/2021] [Accepted: 08/09/2021] [Indexed: 02/02/2023]
Abstract
BACKGROUND Minimally invasive, battery-powered drilling systems have become the preferred tool for obtaining representative samples from bone lesions. However, the heat generated during battery-powered bone drilling for bone biopsies has not yet been sufficiently investigated. Thermal necrosis can occur if the bone temperature exceeds a critical threshold for a certain period of time. PURPOSE To investigate heat production as a function of femur temperature during and after battery-powered percutaneous bone drilling in a porcine in vivo model. METHODS We performed 16 femur drillings in 13 domestic pigs with an average age of 22 weeks and an average body temperature of 39.7 °C, using a battery-powered drilling system and an intraosseous temperature monitoring device. The standardized duration of the drilling procedure was 20 s. The bone core specimens obtained were embedded in 4% formalin, stained with haematoxylin and eosin (H&E) and sent for pathological analysis of tissue quality and signs of thermal damage. RESULTS No significant changes in the pigs' local temperature were observed after bone drilling with a battery-powered drill device. Across all measurements, the median change in temperature between the initial measurement and the temperature measured after drilling (at 20 s) was 0.1 °C. Histological examination of the bone core specimens revealed no signs of mechanical or thermal damage. CONCLUSION Overall, this preliminary study shows that battery-powered, drill-assisted harvesting of bone core specimens does not appear to cause mechanical or thermal damage.
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Affiliation(s)
- Stefan M Niehues
- Department of Radiology, Charité University Berlin, Hindenburgdamm, 30, 12203, Berlin, Germany.
| | - Sefer Elezkurtaj
- Department of Pathology, Charité University Berlin, Hindenburgdamm, 30, 12203, Berlin, Germany
| | - Keno K Bresssem
- Department of Radiology, Charité University Berlin, Hindenburgdamm, 30, 12203, Berlin, Germany
- Department of Radiology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität Zu Berlin, and Berlin Institute of Health (BIH), Charitéplatz, 1, 10117, Berlin, Germany
| | - Bernd Hamm
- Department of Radiology, Charité University Berlin, Hindenburgdamm, 30, 12203, Berlin, Germany
- Department of Radiology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität Zu Berlin, and Berlin Institute of Health (BIH), Charitéplatz, 1, 10117, Berlin, Germany
| | - Christoph Erxleben
- Department of Radiology, Charité University Berlin, Hindenburgdamm, 30, 12203, Berlin, Germany
| | - Janis Vahldiek
- Department of Radiology, Charité University Berlin, Hindenburgdamm, 30, 12203, Berlin, Germany
| | - Lisa C Adams
- Department of Radiology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität Zu Berlin, and Berlin Institute of Health (BIH), Charitéplatz, 1, 10117, Berlin, Germany
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9
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Safari M, Tahmasbi V, Rabiee AH. Investigation into the automatic drilling of cortical bones using ANFIS-PSO and sensitivity analysis. Neural Comput Appl 2021. [DOI: 10.1007/s00521-021-06248-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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10
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Boiadjiev T, Boiadjiev G, Delchev K, Chavdarov I, Kastelov R. Feed rate control in robotic bone drilling process. Proc Inst Mech Eng H 2020; 235:273-280. [PMID: 33231113 DOI: 10.1177/0954411920975890] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
The bone drilling process is characterised by various parameters, the most important of which are the feed rate (mm/s) and the drill speed (rpm). They highly reflect the final effects and results of the drilling process, such as mechanical and thermal damages of bone tissue and hole quality. During manual drilling, these parameters are controlled by the surgeon based on his practical skills. But automatic drilling can assure an optimal result of the manipulation where such parameters are under control. During bicortical automatic bone drilling such a process consists of several stages: searching the contact with the first cortex, cortex drilling and automatic stop; searching the contact with the second cortex, cortex drilling and automatic stop; drill bit extraction. This work presents a way to control the feed rate during different stages of the bone drilling process (an original feed rate control algorithm) using the orthopaedic drilling robot (ODRO). The feed rate control is based on a proposed algorithm created and realised by specific software. During bicortical bone drilling process the feed rate takes various values in any stage in the range 0.5-6 mm/s. These values depend on drill bit position and real time force sensor data. The novelty of this work is the synthesis of an original feed rate control algorithm to solve the main problems of bone drilling in orthopaedic surgery - minimisation the drilling time (the heat generation); eliminating of the drill bit slip at the first (near) cortex and the drill bit bending at the second (far) cortex; minimising the risk of micro cracks which causes Traumatic Osteonecrosis; improving hole quality of the drilled holes; eliminating of the drill bit slip and the drill bit bending at the second cortex; minimising the value of the second cortex drill bit penetration by bicortical bone drilling.
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Affiliation(s)
- Tony Boiadjiev
- Institute of Information and Communication Technologies, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - George Boiadjiev
- Faculty of Mathematics and Informatics, Sofia University, Sofia, Bulgaria
| | - Kamen Delchev
- Faculty of Mathematics and Informatics, Sofia University, Sofia, Bulgaria.,Institute of Mechanics, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - Ivan Chavdarov
- Faculty of Mathematics and Informatics, Sofia University, Sofia, Bulgaria
| | - Roumen Kastelov
- Orthopedic and Trauma Clinical Centre, Ministry of Interior, Sofia, Bulgaria
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11
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Surgical Drill Bit Design and Thermomechanical Damage in Bone Drilling: A Review. Ann Biomed Eng 2020; 49:29-56. [PMID: 32860111 DOI: 10.1007/s10439-020-02600-2] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2020] [Accepted: 08/17/2020] [Indexed: 11/27/2022]
Abstract
As drilling generates substantial bone thermomechanical damage due to inappropriate cutting tool selection, researchers have proposed various approaches to mitigate this problem. Among these, improving the drill bit design is one of the most feasible and economical solutions. The theory and applications in drill design have been progressing, and research has been published in various fields. However, pieces of information on drill design are dispersed, and no comprehensive review paper focusing on this topic. Systemizing this information is crucial and, therefore, the impetus of this review. Here, we review not only the state-of-the-art in drill bit designs-advances in surgical drill bit design-but also the influences of each drill bit geometries on bone damage. Also, this work provides future directions for this topic and guidelines for designing an improved surgical drill bit. The information in this paper would be useful as a one-stop document for clinicians, engineers, and researchers who require information related to the tool design in bone drilling surgery.
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12
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Jamil M, Rafique S, Khan AM, Hegab H, Mia M, Gupta MK, Song Q. Comprehensive analysis on orthopedic drilling: A state-of-the-art review. Proc Inst Mech Eng H 2020; 234:537-561. [DOI: 10.1177/0954411920911283] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Bone drilling is a well-known internal fixation procedure to drill a hole, fixing the bone fragments to reduce the susceptibility of permanent paralysis. The success of bone drilling is evaluated based on the extent of osteonecrosis in terms of heat generation, tissue damage, quality of hole, and drilling forces. The appropriate control of cutting conditions, drill geometric parameters, and bone-specific parameters offer bone drilling a viable solution through conventional and non-conventional drilling techniques. The majority of the published research work considers only limited parameters and tries to optimize the drilling parameters and performance measures. However, bone drilling involves numerous conventional and non-conventional drilling parameters and technologies. In order to develop a better understanding of all the studied parameters and performance measures, there is a dire need to develop a framework. The key objective of this review study is to establish a hierarchy of the framework by collecting almost all the parameters studied until now and addressed the relationship between parameters and performance measures to diminish the controversies in the published literature. Therefore, this framework is novel in nature, organizing all the parameters, performance measures, logical comparisons, and limitations of studies. This holistic review can help medical surgeons and design engineers to understand the complicated relationship among parameters and performance measures associated with this state-of-art technologies. Also, modeling, simulations, and optimization techniques are included to explore the application of such techniques in recent advancements in orthopedic drilling.
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Affiliation(s)
- Muhammad Jamil
- Department of Mechanical Manufacture and Automation, College of Mechanical and Electrical Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China
- Department of Industrial Engineering, University of Engineering and Technology Taxila, Taxila, Pakistan
| | - Saima Rafique
- Riphah Institute of Pharmaceutical Sciences, Riphah International University, Islamabad, Pakistan
| | - Aqib Mashood Khan
- Department of Mechanical Manufacture and Automation, College of Mechanical and Electrical Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China
- Department of Industrial Engineering, University of Engineering and Technology Taxila, Taxila, Pakistan
| | - Hussien Hegab
- Department of Mechanical Design and Production Engineering, Cairo University, Giza, Egypt
| | - Mozammel Mia
- Department of Mechanical Engineering, Imperial College London, London, UK
| | - Munish Kumar Gupta
- Key Laboratory of High Efficiency and Clean Mechanical Manufacture, Ministry of Education, School of Mechanical Engineering, Shandong University, Jinan, China
| | - Qinghua Song
- Key Laboratory of High Efficiency and Clean Mechanical Manufacture, Ministry of Education, School of Mechanical Engineering, Shandong University, Jinan, China
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Markowski K, Wojakowski K, Pokropek E, Marzęcki M. Numerical and Experimental Performance Analysis of the Chirped Fiber Bragg Grating Based Abrasion Sensor for the Maintenance Applications in the Industry 4.0. SENSORS (BASEL, SWITZERLAND) 2020; 20:s20030770. [PMID: 32023862 PMCID: PMC7038494 DOI: 10.3390/s20030770] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/29/2019] [Revised: 01/28/2020] [Accepted: 01/29/2020] [Indexed: 06/10/2023]
Abstract
In this article, an extensive analysis of the performance of the fiber optics-based abrasion sensor that utilizes chirped fiber Bragg grating, is presented. For the response investigation during abrasion, a numerical analysis, based on the transfer matrix method and coupled mode theory, is provided. The influence of the SLED source spectral position in respect to the spectral position of the chirped fiber Bragg grating is evaluated together with the influence of the changes of the ambient temperature of the sensor. Experimental verification of the sensor's performance is provided, together with the proposition of the packaging of the sensor. In the article, a simple, cost-effective and multiplexation-ready concept of the wear or abrasion sensor system is presented and discussed.
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14
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Alam K, Piya S, Al-Ghaithi A, Silberschmidth V. Experimental investigation on the effect of drill quality on the performance of bone drilling. BIOMED ENG-BIOMED TE 2020; 65:113-120. [PMID: 31437122 DOI: 10.1515/bmt-2018-0184] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2018] [Accepted: 04/18/2019] [Indexed: 11/15/2022]
Abstract
Bone drilling is a well-known process in operative fracture treatment and reconstructive surgery. The cutting ability of the drill is lost when used for multiple times. In this study, the effect of different levels of drill wear on bone temperature, drilling force, torque, delamination around the drilling region and surface roughness of the hole was investigated using a series of experiments. Experimental results demonstrated that the wear of the drill is strongly related to the drilling force, torque, temperature and surface roughness of the drilled hole. Statistical analysis was performed to find the effect of various factors on multiple response variables in the bone drilling process. The favorable conditions for bone drilling are obtained when feed rate, drill speed and the roughness of the cutting edge of the drill were fixed at 30 mm, 2000 rpm and up to 2 mm, respectively. Further, analysis of variance (ANOVA) was performed to determine the factor with a significant impact on the response variables. F-test and p-value indicated that the feed rate had the highest effect on grey relational grade followed by the roughness of the drill. This study suggests that the sharp drill along with controlled drilling speed and feed rate may be used for safe and efficient surgical drilling in bone.
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Affiliation(s)
- Khurshid Alam
- Department of Mechanical and Industrial Engineering, Sultan Qaboos University, P.O. Box 33, Al-Khoud 123, Muscat, Sultanate of Oman
| | - Sujan Piya
- Department of Mechanical and Industrial Engineering, Sultan Qaboos University, Muscat, Sultanate of Oman
| | - Ahmed Al-Ghaithi
- Department of Surgery, Sultan Qaboos University Hospital, Muscat, Sultanate of Oman
| | - Vadim Silberschmidth
- Wolfson School of Mechanical, Electrical and Manufacturing Engineering, Loughborough University, Leicestershire, UK
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15
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Sarparast M, Ghoreishi M, Jahangirpoor T, Tahmasbi V. Modelling and optimisation of temperature and force behaviour in high-speed bone drilling. BIOTECHNOL BIOTEC EQ 2019. [DOI: 10.1080/13102818.2019.1684841] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022] Open
Affiliation(s)
- Mohsen Sarparast
- Bio Machining Laboratory, Department of Mechanical Engineering, K.N. Toosi University of Technology, Tehran, Iran
| | - Majid Ghoreishi
- Bio Machining Laboratory, Department of Mechanical Engineering, K.N. Toosi University of Technology, Tehran, Iran
| | - Tohid Jahangirpoor
- Bio Machining Laboratory, Department of Mechanical Engineering, K.N. Toosi University of Technology, Tehran, Iran
| | - Vahid Tahmasbi
- Bio Machining Laboratory, Department of Mechanical Engineering, Arak University of technology, Arak, Iran
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16
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Comparison of wear and temperature of zirconia and tungsten carbide tools in drilling bone: in vitro and finite element analysis. Br J Oral Maxillofac Surg 2019; 57:557-565. [PMID: 31160149 DOI: 10.1016/j.bjoms.2019.05.002] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2018] [Accepted: 05/07/2019] [Indexed: 11/21/2022]
Abstract
Drilling is extensively used in operations on bones and dental implants, and yet poses a considerable challenge because it can damage cells as well as cause mechanical and thermal stresses to the bone. The goal of this study was to assess the temperature changes and instrument wear using both zirconium dioxide (ZrO2) ceramics and tungsten carbide (WC) tools using a 3-dimensional finite element analysis (FEA) of bone drilling. The wear of conical burrs made from ZrO2 and tungsten carbide was measured using scanning electron microscopy (SEM) and image processing software. Temperature was measured by an infrared thermometer. As well as 3-dimensional FEA, the temperature and wear of the burrs was predicted with the aid of the Johnson-Cook model for bone material properties. Comparison between the ZrO2 and WC burrs using SEM showed that the ZrO2 burr was less worn than the WC burr (p = 0.044) and there was significant difference in temperature between the two (p = 0.020). We conclude that ZrO2 tools are a suitable alternative to WC, particularly in superficial drilling with coolant, as they wear less than the WC tools. The results of the FEA successfully predicted the variation in temperature and the wear on the tools.
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17
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Feldmann A, Schweizer M, Stucki S, Nolte L. Experimental evaluation of cortical bone substitute materials for tool development, surgical training and drill bit wear investigations. Med Eng Phys 2019; 66:107-112. [DOI: 10.1016/j.medengphy.2019.02.010] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2018] [Revised: 12/30/2018] [Accepted: 02/17/2019] [Indexed: 10/27/2022]
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18
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Delgado-Ruiz R, Romanos G. Potential Causes of Titanium Particle and Ion Release in Implant Dentistry: A Systematic Review. Int J Mol Sci 2018; 19:E3585. [PMID: 30428596 PMCID: PMC6274707 DOI: 10.3390/ijms19113585] [Citation(s) in RCA: 109] [Impact Index Per Article: 15.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2018] [Revised: 11/09/2018] [Accepted: 11/11/2018] [Indexed: 01/03/2023] Open
Abstract
Implant surface characteristics, as well as physical and mechanical properties, are responsible for the positive interaction between the dental implant, the bone and the surrounding soft tissues. Unfortunately, the dental implant surface does not remain unaltered and changes over time during the life of the implant. If changes occur at the implant surface, mucositis and peri-implantitis processes could be initiated; implant osseointegration might be disrupted and bone resorption phenomena (osteolysis) may lead to implant loss. This systematic review compiled the information related to the potential sources of titanium particle and ions in implant dentistry. Research questions were structured in the Population, Intervention, Comparison, Outcome (PICO) framework. PICO questionnaires were developed and an exhaustive search was performed for all the relevant studies published between 1980 and 2018 involving titanium particles and ions related to implant dentistry procedures. Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines were followed for the selection and inclusion of the manuscripts in this review. Titanium particle and ions are released during the implant bed preparation, during the implant insertion and during the implant decontamination. In addition, the implant surfaces and restorations are exposed to the saliva, bacteria and chemicals that can potentially dissolve the titanium oxide layer and, therefore, corrosion cycles can be initiated. Mechanical factors, the micro-gap and fluorides can also influence the proportion of metal particles and ions released from implants and restorations.
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Affiliation(s)
- Rafael Delgado-Ruiz
- Department of Prosthodontics and Digital Technology, School of Dental Medicine, Stony Brook University, New York, NY 11794, USA.
| | - Georgios Romanos
- Department of Periodontics, School of Dental Medicine, Stony Brook University, New York, NY 11794, USA.
- Department of Oral Surgery and Implant Dentistry, Dental School, Johann Wolfgang Goethe University, 60323 Frankfurt, Germany.
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19
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Domitran Z, Brezak D, Staroveski T, Klaic M, Bruketa T. Experimental and finite element analysis of surgical drill bits with and without irrigation channel - A case study approach. Med Eng Phys 2018; 62:29-35. [PMID: 30337053 DOI: 10.1016/j.medengphy.2018.10.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2017] [Revised: 09/24/2018] [Accepted: 10/07/2018] [Indexed: 10/28/2022]
Abstract
The aim of this study was to perform a finite element and experimental comparative analysis of the mechanical characteristics of surgical drill bits used in bone and joint surgery applications with and without an irrigation channel. Internally cooled drills are very efficient in maintaining the drilling temperature below the critical level. However, a cooling channel could potentially have a negative influence on the drill structure, particularly in the flutes zone. A commercially available type of surgical drill bit without irrigation channel and a modified variant with the built-in channel were simultaneously loaded with torque, axial and bending forces with magnitudes similar to and higher than those utilized in clinical practice. When loaded under the same conditions, both types of drills showed very similar mechanical properties in the sense of the average von Mises stress in chosen sections and the deflections after plastic deformation. The highest stress was observed in the bending zone which was located at the beginning of the flutes section of the drill. All analysed drills suffered only from plastic deformation without any breakage despite the fact that they were loaded with forces higher than those expected in normal operational conditions.
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Affiliation(s)
- Zoran Domitran
- Department of Design, Faculty of Mechanical Engineering and Naval Architecture, University of Zagreb, I. Lucica 5, HR-10000 Zagreb, Croatia
| | - Danko Brezak
- Department of Robotics and Production Systems Automation, Faculty of Mechanical Engineering and Naval Architecture, University of Zagreb, Ivana Lucica 5, HR-10000 Zagreb, Croatia.
| | - Tomislav Staroveski
- Department of Technology, Faculty of Mechanical Engineering and Naval Architecture, University of Zagreb, I. Lucica 5, HR-10000 Zagreb, Croatia
| | - Miho Klaic
- Department of Technology, Faculty of Mechanical Engineering and Naval Architecture, University of Zagreb, I. Lucica 5, HR-10000 Zagreb, Croatia
| | - Tomislav Bruketa
- University Hospital Centre Zagreb, Kispaticeva 12, HR-10000 Zagreb, Croatia
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20
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Clinical Influence of Micromorphological Structure of Dental Implant Bone Drills. BIOMED RESEARCH INTERNATIONAL 2018; 2018:8143962. [PMID: 29984249 PMCID: PMC6011164 DOI: 10.1155/2018/8143962] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/04/2017] [Revised: 04/21/2018] [Accepted: 05/13/2018] [Indexed: 11/18/2022]
Abstract
Background Considerations about heat generation, wear, and corrosion due to some macrostructural bur components (e.g., cutting lips, rake angle, flute, and helix angle) have been widely reported. However, little is known about how the microstructural components of the implant drill surface can influence the implant drill lifetime and clinical performance. Aim To investigate accurately the surface morphology of surgical bone drill, by means of multivariate and multidimensional statistical analysis, in order to assess roughness parameters able to predict the evolution of tribological phenomena linked to heat development, wear, and corrosion occurring in clinical use. Materials and Methods The surfaces of implant drills approximately 2.0mm in diameter made by five manufacturers were examined by means of confocal microscope with white light laser interferometry, obtaining several surface roughness parameters. Statistical multivariate analysis based on discriminant analysis showed, for each cut-off, the parameters which discriminate the manufacturers. Results The microstructural parameters used by discriminant analysis evidenced several differences in terms of drill surface roughness between the five manufacturers. Conclusions The observed surface roughness difference of drills is able to predict a different durability and clinical performance especially in heat generation and wear onset.
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21
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Lee J, Chavez CL, Park J. Parameters affecting mechanical and thermal responses in bone drilling: A review. J Biomech 2018; 71:4-21. [PMID: 29559242 DOI: 10.1016/j.jbiomech.2018.02.025] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2017] [Revised: 02/01/2018] [Accepted: 02/17/2018] [Indexed: 10/17/2022]
Abstract
Surgical bone drilling is performed variously to correct bone fractures, install prosthetics, or for therapeutic treatment. The primary concern in bone drilling is to extract donor bone sections and create receiving holes without damaging the bone tissue either mechanically or thermally. We review current results from experimental and theoretical studies to investigate the parameters related to such effects. This leads to a comprehensive understanding of the mechanical and thermal aspects of bone drilling to reduce their unwanted complications. This review examines the important bone-drilling parameters of bone structure, drill-bit geometry, operating conditions, and material evacuation, and considers the current techniques used in bone drilling. We then analyze the associated mechanical and thermal effects and their contributions to bone-drilling performance. In this review, we identify a favorable range for each parameter to reduce unwanted complications due to mechanical or thermal effects.
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Affiliation(s)
- JuEun Lee
- Department of Mechanical Engineering, School of Engineering and Computer Science, University of the Pacific, Stockton, CA 95211, USA.
| | - Craig L Chavez
- Department of Mechanical Engineering, School of Engineering and Computer Science, University of the Pacific, Stockton, CA 95211, USA
| | - Joorok Park
- Department of Orthodontics, Arthur. A. Dugoni School of Dentistry, University of the Pacific, San Francisco, CA 94103, USA
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22
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Dental implant navigation system guide the surgery future. Kaohsiung J Med Sci 2017; 34:56-64. [PMID: 29310817 DOI: 10.1016/j.kjms.2017.08.011] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2017] [Revised: 08/21/2017] [Accepted: 08/30/2017] [Indexed: 11/20/2022] Open
Abstract
No study has investigated the effect of learning curves on the accuracy of dental implant navigation systems. This study evaluated the accuracy of the dental implant navigation system and established the learning curve according to operation site and operating time. Each dental model was used for drilling 3 missing tooth positions, and a patient tracking module was created. The same dentist performed the drilling test for 5 sets of dental models. CT back scanning was performed on the dental models. Customized implants based on the drilled holes were inserted. The relative error between the preoperative planning and actual implant was calculated. Using the dental navigation system could help dentists position implants more accurately. Increasing the frequency with which a dentist used the navigation system resulted in shorter operations. Longitudinal and angular deviation were significantly (P < 0.0001 and P = 0.0164). We found that the same level of accuracy could be obtained for the maxilla and mandible implants. The Student's t test demonstrated that the longitudinal error, but not the total or angular error, differed significantly (P = 0.0012). The learning curve for the dental implant navigation system exhibited a learning plateau after 5 tests. The current system exhibited similar accuracy for both maxillary and mandibular dental implants in different dental locations. The one-way ANOVA revealed that the total, longitudinal, and angular errors differed significantly (P < 0.0001, P < 0.0001 and P = 0.0153). In addition, it possesses high potential for future use in dental implant surgery and its learning curve can serve as a reference for dentists.
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Tahmasbi V, Ghoreishi M, Zolfaghari M. Sensitivity analysis of temperature and force in robotic bone drilling process using Sobol statistical method. BIOTECHNOL BIOTEC EQ 2017. [DOI: 10.1080/13102818.2017.1403863] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022] Open
Affiliation(s)
- Vahid Tahmasbi
- Biomachining Laboratory, Department of Mechanical Engineering, K.N. Toosi University of Technology, Tehran, Iran
| | - Majid Ghoreishi
- Biomachining Laboratory, Department of Mechanical Engineering, K.N. Toosi University of Technology, Tehran, Iran
| | - Mojtaba Zolfaghari
- Biomachining Laboratory, Department of Mechanical Engineering, Arak University, Arak, Iran
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24
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Tahmasbi V, Ghoreishi M, Zolfaghari M. Investigation, sensitivity analysis, and multi-objective optimization of effective parameters on temperature and force in robotic drilling cortical bone. Proc Inst Mech Eng H 2017; 231:1012-1024. [DOI: 10.1177/0954411917726098] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
The bone drilling process is very prominent in orthopedic surgeries and in the repair of bone fractures. It is also very common in dentistry and bone sampling operations. Due to the complexity of bone and the sensitivity of the process, bone drilling is one of the most important and sensitive processes in biomedical engineering. Orthopedic surgeries can be improved using robotic systems and mechatronic tools. The most crucial problem during drilling is an unwanted increase in process temperature (higher than 47 °C), which causes thermal osteonecrosis or cell death and local burning of the bone tissue. Moreover, imposing higher forces to the bone may lead to breaking or cracking and consequently cause serious damage. In this study, a mathematical second-order linear regression model as a function of tool drilling speed, feed rate, tool diameter, and their effective interactions is introduced to predict temperature and force during the bone drilling process. This model can determine the maximum speed of surgery that remains within an acceptable temperature range. Moreover, for the first time, using designed experiments, the bone drilling process was modeled, and the drilling speed, feed rate, and tool diameter were optimized. Then, using response surface methodology and applying a multi-objective optimization, drilling force was minimized to sustain an acceptable temperature range without damaging the bone or the surrounding tissue. In addition, for the first time, Sobol statistical sensitivity analysis is used to ascertain the effect of process input parameters on process temperature and force. The results show that among all effective input parameters, tool rotational speed, feed rate, and tool diameter have the highest influence on process temperature and force, respectively. The behavior of each output parameters with variation in each input parameter is further investigated. Finally, a multi-objective optimization has been performed considering all the aforementioned parameters. This optimization yielded a set of data that can considerably improve orthopedic osteosynthesis outcomes.
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Affiliation(s)
- Vahid Tahmasbi
- Department of Mechanical Engineering, K. N. Toosi University of Technology, Tehran, Iran
| | - Majid Ghoreishi
- Department of Mechanical Engineering, K. N. Toosi University of Technology, Tehran, Iran
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25
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Gupta V, Pandey PM. In-situ tool wear monitoring and its effects on the performance of porcine cortical bone drilling: a comparative in-vitro investigation. MECHANICS OF ADVANCED MATERIALS AND MODERN PROCESSES 2017; 3:2. [PMID: 32355608 PMCID: PMC7175678 DOI: 10.1186/s40759-017-0019-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/04/2016] [Accepted: 01/17/2017] [Indexed: 11/10/2022]
Abstract
Background Drilling is one of the most widely used process in orthopaedic surgical operation and the same drill bit is used a number of times in hospitals. Using the same drill bit a several times may be the cause of osteosynthesis and osteonecrosis. Methods In the present work, the effect of repeated orthopaedic surgical twist drill bit on the tool wear, force, torque, temperature and chip morphology during porcine cortical bone drilling is studied. Results were compared with rotary ultrasonic drilling (RUD) on the same bone using a hollow drill tool coated with diamond grains. A sequence of 200 experiments (100 with each process, RUD and CD) were performed with constant process parameters. Results Wear area on the drill bit is significantly increased as the drill bit is used repeatedly in CD, whereas no attritious wear was found on the diamond coated grains in RUD. Conclusions Comparative results showed that cutting force, torque and temperature increased as a function of tool wear in CD as the same drill bit was used a number of times. No significant variation in the cutting force and torque was observed in RUD as the number of drilled holes increased.
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Affiliation(s)
- Vishal Gupta
- Mechanical Engineering Department, Indian Institute of Technology, Delhi, New Delhi 110016 India
| | - Pulak M Pandey
- Mechanical Engineering Department, Indian Institute of Technology, Delhi, New Delhi 110016 India
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26
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Intraosseous Heat Production and Preparation Efficiency of Surgical Tungsten Carbide Round Drills: The Effect of Coronectomy on Drill Wear. J Oral Maxillofac Surg 2016; 74:442-52. [DOI: 10.1016/j.joms.2015.11.012] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2015] [Revised: 10/02/2015] [Accepted: 11/10/2015] [Indexed: 11/20/2022]
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