Modeling of temperature in orthopaedic drilling using fuzzy logic

Rupesh Kumar Pandey, S. S. Panda

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

Bone drilling is a common procedure to produce hole for screw insertion to fixate the fracture devices and implants during orthopaedic surgery. 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 drill. This increase in temperature can result in thermal osteonecrosis which may delay healing or reduce the stability and strength of the fixation. In the present work, prediction of temperature in drilling of polymethylmethacrylate (PMMA) (as a substitute for bone) is carried out using fuzzy logic. The effectiveness of the fuzzy model is compared with the experimental results. Good agreement is observed between the predictive model values and experimental values which indicates that that the developed model can be effectively used to determine the temperature in the bone drilling.

Original languageEnglish (US)
Title of host publicationApplied Mechanics and Mechanical Engineering III
Pages1313-1318
Number of pages6
Volume249-250
DOIs
StatePublished - 2013
Event2012 3rd International Conference on Applied Mechanics and Mechanical Engineering, ICAMME 2012 - Macau, China
Duration: Nov 14 2012Nov 15 2012

Publication series

NameApplied Mechanics and Materials
Volume249-250
ISSN (Print)1660-9336
ISSN (Electronic)1662-7482

Conference

Conference2012 3rd International Conference on Applied Mechanics and Mechanical Engineering, ICAMME 2012
CountryChina
CityMacau
Period11/14/1211/15/12

Fingerprint

Orthopedics
Fuzzy logic
Drilling
Bone
Temperature
Surgery
Plastic deformation
Friction

Keywords

  • Bone drilling
  • Fuzzy logic
  • Orthopaedic surgery
  • Thermal osteonecrosis

ASJC Scopus subject areas

  • Engineering(all)

Cite this

Pandey, R. K., & Panda, S. S. (2013). Modeling of temperature in orthopaedic drilling using fuzzy logic. In Applied Mechanics and Mechanical Engineering III (Vol. 249-250, pp. 1313-1318). (Applied Mechanics and Materials; Vol. 249-250). https://doi.org/10.4028/www.scientific.net/AMM.249-250.1313

Modeling of temperature in orthopaedic drilling using fuzzy logic. / Pandey, Rupesh Kumar; Panda, S. S.

Applied Mechanics and Mechanical Engineering III. Vol. 249-250 2013. p. 1313-1318 (Applied Mechanics and Materials; Vol. 249-250).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Pandey, RK & Panda, SS 2013, Modeling of temperature in orthopaedic drilling using fuzzy logic. in Applied Mechanics and Mechanical Engineering III. vol. 249-250, Applied Mechanics and Materials, vol. 249-250, pp. 1313-1318, 2012 3rd International Conference on Applied Mechanics and Mechanical Engineering, ICAMME 2012, Macau, China, 11/14/12. https://doi.org/10.4028/www.scientific.net/AMM.249-250.1313
Pandey RK, Panda SS. Modeling of temperature in orthopaedic drilling using fuzzy logic. In Applied Mechanics and Mechanical Engineering III. Vol. 249-250. 2013. p. 1313-1318. (Applied Mechanics and Materials). https://doi.org/10.4028/www.scientific.net/AMM.249-250.1313
Pandey, Rupesh Kumar ; Panda, S. S. / Modeling of temperature in orthopaedic drilling using fuzzy logic. Applied Mechanics and Mechanical Engineering III. Vol. 249-250 2013. pp. 1313-1318 (Applied Mechanics and Materials).
@inproceedings{6d5834b86c2949c8baa8363f4f59b517,
title = "Modeling of temperature in orthopaedic drilling using fuzzy logic",
abstract = "Bone drilling is a common procedure to produce hole for screw insertion to fixate the fracture devices and implants during orthopaedic surgery. 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 drill. This increase in temperature can result in thermal osteonecrosis which may delay healing or reduce the stability and strength of the fixation. In the present work, prediction of temperature in drilling of polymethylmethacrylate (PMMA) (as a substitute for bone) is carried out using fuzzy logic. The effectiveness of the fuzzy model is compared with the experimental results. Good agreement is observed between the predictive model values and experimental values which indicates that that the developed model can be effectively used to determine the temperature in the bone drilling.",
keywords = "Bone drilling, Fuzzy logic, Orthopaedic surgery, Thermal osteonecrosis",
author = "Pandey, {Rupesh Kumar} and Panda, {S. S.}",
year = "2013",
doi = "10.4028/www.scientific.net/AMM.249-250.1313",
language = "English (US)",
isbn = "9783037855577",
volume = "249-250",
series = "Applied Mechanics and Materials",
pages = "1313--1318",
booktitle = "Applied Mechanics and Mechanical Engineering III",

}

TY - GEN

T1 - Modeling of temperature in orthopaedic drilling using fuzzy logic

AU - Pandey, Rupesh Kumar

AU - Panda, S. S.

PY - 2013

Y1 - 2013

N2 - Bone drilling is a common procedure to produce hole for screw insertion to fixate the fracture devices and implants during orthopaedic surgery. 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 drill. This increase in temperature can result in thermal osteonecrosis which may delay healing or reduce the stability and strength of the fixation. In the present work, prediction of temperature in drilling of polymethylmethacrylate (PMMA) (as a substitute for bone) is carried out using fuzzy logic. The effectiveness of the fuzzy model is compared with the experimental results. Good agreement is observed between the predictive model values and experimental values which indicates that that the developed model can be effectively used to determine the temperature in the bone drilling.

AB - Bone drilling is a common procedure to produce hole for screw insertion to fixate the fracture devices and implants during orthopaedic surgery. 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 drill. This increase in temperature can result in thermal osteonecrosis which may delay healing or reduce the stability and strength of the fixation. In the present work, prediction of temperature in drilling of polymethylmethacrylate (PMMA) (as a substitute for bone) is carried out using fuzzy logic. The effectiveness of the fuzzy model is compared with the experimental results. Good agreement is observed between the predictive model values and experimental values which indicates that that the developed model can be effectively used to determine the temperature in the bone drilling.

KW - Bone drilling

KW - Fuzzy logic

KW - Orthopaedic surgery

KW - Thermal osteonecrosis

UR - http://www.scopus.com/inward/record.url?scp=84872921453&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84872921453&partnerID=8YFLogxK

U2 - 10.4028/www.scientific.net/AMM.249-250.1313

DO - 10.4028/www.scientific.net/AMM.249-250.1313

M3 - Conference contribution

SN - 9783037855577

VL - 249-250

T3 - Applied Mechanics and Materials

SP - 1313

EP - 1318

BT - Applied Mechanics and Mechanical Engineering III

ER -