Multi-Objective Optimization Model of Multi-Pass Turning Operations to Minimize Energy, Carbon Emissions, and Production Costs

Aprilia Dityarini (Department Industrial Engineering, Universitas Sebelas Maret, Indonesia Jl. Ir Sutami No.36 A, Pucangsawit, Jebres, Surakarta, Jawa Tengah, Indonesia)
Eko Pujiyanto (Department Industrial Engineering, Universitas Sebelas Maret, Indonesia Jl. Ir Sutami No.36 A, Pucangsawit, Jebres, Surakarta, Jawa Tengah, Indonesia)
I Wayan Suletra (Department Industrial Engineering, Universitas Sebelas Maret, Indonesia Jl. Ir Sutami No.36 A, Pucangsawit, Jebres, Surakarta, Jawa Tengah, Indonesia)

Jurnal Teknik Industri
Vol. 21 No. 2 (2020): August

Sustainable manufacturing aspects are environmental, economic, and social. These aspects can be applied to an optimization model in the machining process. An optimization model is needed to determine the optimum cutting parameters. This research develops a multi-objective optimization model that can optimize cutting parameters on a multi-pass turning. Decision variables are cutting parameters multi-pass turning. This research has three objective functions for minimizing energy, carbon emissions, and costs. Three functions are searched for optimal values using the GEKKO.  A numerical example is given to show the implementation of the model and solved using GEKKO and Interior Point Optimizer (IPOPT). The results of optimization indicate that the model can be used to optimize the cutting parameters.