TY - CHAP
T1 - Multi-objective Optimization Strategies
AU - Mwema, Fredrick Madaraka
AU - Akinlabi, Esther Titilayo
N1 - Publisher Copyright:
© 2020, The Author(s), under exclusive license to Springer Nature Switzerland AG.
PY - 2020
Y1 - 2020
N2 - In this chapter, multi-objective optimization as a strategy for quality production of parts through fused deposition modelling is presented. Various techniques used in undertaking the multi-objective optimization process are described based on case studies from the literature and the authors’ data. The general algorithms for multi-objective optimization of the FDM process are described. The most significant objectives of the various optimization cases are identified and described in relation to the quality of the fused deposition modelling of parts. The main objectives for optimizing fused deposition process are (i) to increase the rate of production, (ii) to reduce material wastage and utilize as minimum material as possible, (iii) save on the cost of power consumption during printing and (iv) achieve the highest quality of FDM parts.
AB - In this chapter, multi-objective optimization as a strategy for quality production of parts through fused deposition modelling is presented. Various techniques used in undertaking the multi-objective optimization process are described based on case studies from the literature and the authors’ data. The general algorithms for multi-objective optimization of the FDM process are described. The most significant objectives of the various optimization cases are identified and described in relation to the quality of the fused deposition modelling of parts. The main objectives for optimizing fused deposition process are (i) to increase the rate of production, (ii) to reduce material wastage and utilize as minimum material as possible, (iii) save on the cost of power consumption during printing and (iv) achieve the highest quality of FDM parts.
KW - 3D printing
KW - Fused deposition modelling
KW - Genetic algorithms
KW - Grey relational degree
KW - Multi-objective optimization
KW - Pareto
KW - Printing parameters
UR - http://www.scopus.com/inward/record.url?scp=85086071526&partnerID=8YFLogxK
U2 - 10.1007/978-3-030-48259-6_3
DO - 10.1007/978-3-030-48259-6_3
M3 - Chapter
AN - SCOPUS:85086071526
T3 - SpringerBriefs in Applied Sciences and Technology
SP - 33
EP - 49
BT - SpringerBriefs in Applied Sciences and Technology
PB - Springer
ER -