PMID- 34885563 OWN - NLM STAT- PubMed-not-MEDLINE LR - 20240404 IS - 1996-1944 (Print) IS - 1996-1944 (Electronic) IS - 1996-1944 (Linking) VI - 14 IP - 23 DP - 2021 Dec 3 TI - Integration of Fuzzy AHP and Fuzzy TOPSIS Methods for Wire Electric Discharge Machining of Titanium (Ti6Al4V) Alloy Using RSM. LID - 10.3390/ma14237408 [doi] LID - 7408 AB - Titanium and its alloys exhibit numerous uses in aerospace, automobile, biomedical and marine industries because of their enhanced mechanical properties. However, the machinability of titanium alloys can be cumbersome due to their lower density, high hardness, low thermal conductivity, and low elastic modulus. The wire electrical discharge machining (WEDM) process is an effective choice for machining titanium and its alloys due to its unique machining characteristics. The present work proposes multi-objective optimization of WEDM on Ti6Al4V alloy using a fuzzy integrated multi-criteria decision-making (MCDM) approach. The use of MCDM has become an active area of research due to its proven ability to solve complex problems. The novelty of the present work is to use integrated fuzzy analytic hierarchy process (AHP) and fuzzy technique for order preference by similarity to ideal situation (TOPSIS) to optimize the WEDM process. The experiments were systematically conducted adapting the face-centered central composite design approach of response surface methodology. Three independent factors-pulse-on time (T(on)), pulse-off time (T(off)), and current-were chosen, each having three levels to monitor the process response in terms of cutting speed (V(C)), material removal rate (MRR), and surface roughness (SR). To assess the relevance and significance of the models, an analysis of variance was carried out. The optimal process parameters after integrating fuzzy AHP coupled with fuzzy TOPSIS approach found were T(on) = 40 micros, T(off) = 15 micros, and current = 2A. FAU - Fuse, Kishan AU - Fuse K AUID- ORCID: 0000-0003-0117-6270 AD - Department of Mechanical Engineering, School of Technology, Pandit Deendayal Energy University, Raysan, Gandhinagar 382007, India. FAU - Dalsaniya, Arrown AU - Dalsaniya A AD - Department of Mechanical Engineering, School of Technology, Pandit Deendayal Energy University, Raysan, Gandhinagar 382007, India. FAU - Modi, Dhananj AU - Modi D AD - Department of Mechanical Engineering, School of Technology, Pandit Deendayal Energy University, Raysan, Gandhinagar 382007, India. FAU - Vora, Jay AU - Vora J AUID- ORCID: 0000-0002-7543-903X AD - Department of Mechanical Engineering, School of Technology, Pandit Deendayal Energy University, Raysan, Gandhinagar 382007, India. FAU - Pimenov, Danil Yurievich AU - Pimenov DY AUID- ORCID: 0000-0002-5568-8928 AD - Department of Automated Mechanical Engineering, South Ural State University, 454080 Chelyabinsk, Russia. FAU - Giasin, Khaled AU - Giasin K AUID- ORCID: 0000-0002-3992-8602 AD - School of Mechanical and Design Engineering, University of Portsmouth, Portsmouth PO1 3DJ, UK. FAU - Prajapati, Parth AU - Prajapati P AUID- ORCID: 0000-0002-6186-4270 AD - Department of Mechanical Engineering, School of Technology, Pandit Deendayal Energy University, Raysan, Gandhinagar 382007, India. FAU - Chaudhari, Rakesh AU - Chaudhari R AUID- ORCID: 0000-0001-6904-2362 AD - Department of Mechanical Engineering, School of Technology, Pandit Deendayal Energy University, Raysan, Gandhinagar 382007, India. FAU - Wojciechowski, Szymon AU - Wojciechowski S AUID- ORCID: 0000-0002-3380-4588 AD - Faculty of Mechanical Engineering and Management, Poznan University of Technology, 60-965 Poznan, Poland. LA - eng PT - Journal Article DEP - 20211203 PL - Switzerland TA - Materials (Basel) JT - Materials (Basel, Switzerland) JID - 101555929 PMC - PMC8658822 OTO - NOTNLM OT - TOPSIS OT - analytical hierarchy process (AHP) OT - optimization OT - response surface methodology (RSM) OT - wire electric discharge machining (WEDM) COIS- The authors declare no conflict of interest. EDAT- 2021/12/11 06:00 MHDA- 2021/12/11 06:01 PMCR- 2021/12/03 CRDT- 2021/12/10 01:07 PHST- 2021/11/03 00:00 [received] PHST- 2021/11/16 00:00 [revised] PHST- 2021/11/16 00:00 [accepted] PHST- 2021/12/10 01:07 [entrez] PHST- 2021/12/11 06:00 [pubmed] PHST- 2021/12/11 06:01 [medline] PHST- 2021/12/03 00:00 [pmc-release] AID - ma14237408 [pii] AID - materials-14-07408 [pii] AID - 10.3390/ma14237408 [doi] PST - epublish SO - Materials (Basel). 2021 Dec 3;14(23):7408. doi: 10.3390/ma14237408.