Development of an Artificial Neural Network Model to Minimize Power Consumption in the Milling of Heat-Treated and Untreated Wood


ÖZŞAHİN Ş. , Singer H.

KASTAMONU UNIVERSITY JOURNAL OF FORESTRY FACULTY, vol.19, no.3, pp.317-328, 2019 (Journal Indexed in ESCI) identifier

  • Publication Type: Article / Article
  • Volume: 19 Issue: 3
  • Publication Date: 2019
  • Doi Number: 10.17475/kastorman.662699
  • Title of Journal : KASTAMONU UNIVERSITY JOURNAL OF FORESTRY FACULTY
  • Page Numbers: pp.317-328

Abstract

Aim of study: The power consumption of machining operations is an important part of the total production cost. Therefore, in this study, an artificial neural network (ANN) model was developed to model the effects of treatment, rotation speed, cutting depth, and feed rate on power consumption in the wood milling process.