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Modelling and optimization of temperature in orthopaedic drilling : An in vitro study

Treść / Zawartość
Identyfikatory
Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
This present investigation uses the Taguchi and response surface methodology (RSM) for modelling and optimization of the temperature produced during bone drilling. The drilling of bone is a common procedure in orthopaedic surgery to produce hole for screw insertion to fixate the fracture devices and implants. A major problem which is encountered during such a procedure is the increase in temperature of the bone due to the plastic deformation of chips and the friction between the bone and the drill. The increase in temperature can result in thermal osteonecrosis which may delay healing or reduce the stability and strength of the fixation. The drilling experiments are conducted on poly-methyl-meth-acrylate (PMMA) (as a substitute for bone) using Taguchi’s L27 experimental design technique. The cutting parameters used are drill diameter, feed rate and cutting speed. The optimum cutting parameters for minimum temperature are determined by using S/N ratios and the effect of individual cutting parameters on temperature produced is evaluated using analysis of variance (ANOVA). A second-order model is established between the drilling parameters and temperature using RSM. The experimental results show that the drill diameter is the most significant drilling parameter affecting the temperature during drilling followed by cutting speed and feed, respectively. The values predicted and the values obtained from experiment are fairly close, which indicates that the developed RSM model can be effectively used to predict the temperature in orthopaedic drilling.
Rocznik
Strony
107--116
Opis fizyczny
Bibliogr. 22 poz., rys., tab., wykr.
Twórcy
autor
  • Department of Mechanical Engineering, Indian Institute of Technology Patna, India
autor
  • Department of Mechanical Engineering, Indian Institute of Technology Patna, India
Bibliografia
  • [1] PANDEY R.K., PANDA S.S., Drilling of Bone: A comprehensive review, J. Clin. Orthop. Trauma, 2013, Vol. 4(1), 15–30.
  • [2] ERIKSSON R.A., ALBREKTSSON T., MAGNUSSON B., Assesment of bone viability after heat trauma. A histological, histochemical and vital microscopic study in the rabbit, Scand. J. Plast. Reconstr. Surg., 1984, Vol. 18, 261–268.
  • [3] LUNDSKOG J., Heat and Bone Tissue, Scandinavian Journal of Plastic and Reconstructive Surgery Supplementum, 1972, 91–80.
  • [4] ERIKSSON R.A., ALBREKTSSON T., Temperature threshold levels for heat-induced bone tissue injury: a vital-microscopic study in the rabbit, Journal of Prosthetic Dentistry, 1983, Vol. 50, 101–107.
  • [5] ERIKSSON R.A., ALBREKTSSON T., The effect of heat on bone regeneration: An experimental study in the rabbit using bone growth chamber, J. Oral Maxillofac. Surg., 1984, Vol. 42, 705–711.
  • [6] LEE J., OZDOGANLAR O.B., RABIN Y., An experimental investigation on thermal exposure during bone drilling, Med. Eng. Phys., 2012.
  • [7] AUGUSTIN G., DAVILA S., MIHOCI K., UDILJAK T., VEDRINA D.S., ANTABAK A., Thermal Osteonecrosis and Bone Drilling Parameters Revisited, Arch. Orthop. Trauma Surg., 2008, Vol. 128, 71–77.
  • [8] PALLAN F.G., Histological change in bone after insertion of skeletal fixation pins, Journal of Oral Surgery, Anesthesia and Hospital Dental Services, 1960, Vol. 18, 400–408.
  • [9] PALANIKUMAR K., Application of Taguchi and response surface methodologies for surface roughness in machining glass fiber reinforced plastics by PCD tooling, Int. J. Adv. Manuf. Technol., 2008, Vol. 36, 19–27.
  • [10] GAITONDE V.N., KARNIK S.R., DAVIM J.P., Prediction and minimization of delamination in drilling of medium-density fiberboard (MDF) using response surface methodology and Taguchi design, Mater. Manuf. Process, 2008,Vol. 23, 377–384.
  • [11] PRADHAN M.K., BISWAS C.K., Modelling of machining parameters for MRR in EDM using response surface methodology, 2008, Proceedings of NCMSTA’08 Conference, Hamirpur, 535–542.
  • [12] ZHANG J.Z., CHEN J.C., Surface Roughness Optimization in a Drilling Operation Using the Taguchi Design Method, Mater. Manuf. Process, 2009, Vol. 24(4), 459–467.
  • [13] TZENG C.J., YANG Y.K., HSIEH M.H., CHEN C.Y., Adaptive adjustment of injection molding process for mechanical characteristics using the Taguchi method and response surface methodology, Polym. Plast. Technol. Eng., 2011, Vol. 50(6), 552–563.
  • [14] PALANIKUMAR K., KARTHIKEYAN R., Optimal machining conditions for turning of particulate metal matrix composites using Taguchi and response surface methodology, Mach. Sci. Technol., 2006, Vol. 10, 417–433.
  • [15] TAGUCHI G., Introduction to quality engineering, Asian Productivity Organization, Tokyo, 1990.
  • [16] ROY R., Design of experiments using the Taguchi approach: 16 steps to product and process improvement, John Wiley & Sons, New York, 2001, ISBN: 0471361011.
  • [17] MYERS R.H., MONTGOMERY D.C., Response surface methodology: process and product optimization using designed experiments, 1995, Wiley, New York.
  • [18] KILICAP E., Modelling and optimization of burr height in drilling of Al-7075 using Taguchi method and response surface methodology, Int. J. Adv. Man. Technol., 2010, Vol. 49, 911–923.
  • [19] UEDA T., WADA, A., HASEGAWA K., ENDO Y., TAKIKAWA Y., HASEGAWA T., HARA T., Design Optimization of Surgical Drills Using the Taguchi Method, Journal of Biomechanical Science and Engineering, 2010, Vol. 5, 603–614.
  • [20] KALIDINDI V., Optimization of drill design and coolant systems during dental implant surgery, MSc. thesis, University of Kentucky, 2004.
  • [21] BASIAGA M., PASZENDA Z., SZEWCZENKO J., KACZMAREK M., Numerical and experimental analyses of drills used in osteosynthesis, Acta Bioeng. Biomech., 2011, Vol. 13(4), 29–36.
  • [22] PANDEY R.K., PANDA S.S., Predicting Temperature in Orthopaedic Drilling using Back Propagation Neural Network, Procedia Engineering, 2013, Vol. 51, 676–682.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-c3519f72-217e-4df2-a659-3aac930866c3
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