TY  - JOUR
T1  - Development of a Specific Energy Model and Optimization of Machining
Parameters for Minimizing Energy Consumption
AU - Pham, Quoc-Hoang AU - Nguyen, Trung-Thanh 
JO  - Journal of Engineering and Applied Sciences
VL  - 12
IS  - 5
SP  - 1317
EP  - 1323
PY  - 2017
DA  - 2001/08/19
SN  - 1816-949x
DO  - jeasci.2017.1317.1323
UR  - https://makhillpublications.co/view-article.php?doi=jeasci.2017.1317.1323
KW  - Energy consumption
KW  -machining parameters
KW  -simulation
KW  -DOE
KW  -turning process
AB  - The objective of this research is to develop a specific energy model of the turning process of
hardened material based on numerical experiments and Design of Experiments (DOE). Machining parameters
considered include the process parameters (cutting speed and feed rate) and cutting tool geometry (rake angle)
while the specific material removal energy is the objective. Firstly, a Finite Element (FE) based model was
developed in order to describe the turning process behavior. Subsequently, numerical experiments were
conducted based on the Box-Behnken Design (BBD) experiment of Response Surface Methodology (RSM) to
render the relationship between machining parameters and energy consumed. An analysis of fitness check was
used to investigate the model adequacy. Finally, a Genetic Algorithm (GA) was used to find optimal parameters
and energy consumption. The results indicated that the cutting energy was decreased around 15%, compared
to un-optimal case.
ER  -