Abstract
Since the introduction of assembly lines, they are being used for the mass production. Due to the concept of mass customization, Mixed-Model Assembly Lines (MMAL) are becoming more popular. Various Industries are forced to shift to MMAL because of customer demand of more customized products. Assembly line balancing and model sequencing are the two major problems in MMAL. This paper deals with the Model sequencing problem in MMAL. A modified Multi-Objective NEH (MO-NEH) algorithm was proposed to optimize the conflicting objectives (flow time and make-span). For this purpose, NEH was integrated with PROMTHEE-II, a Multi-Criteria Decision-Making technique (MCDM). A mathematical model was presented for three Objectives; make-span, Idle time and flow time. A case study of hydraulic pumps MMAL was conducted. Results of proposed MO-NEH was compared with existing NEH variants and it showed that proposed algorithm outperformed the existing variants in optimizing the objectives simultaneously.
| Original language | English |
|---|---|
| Title of host publication | Advances in Manufacturing Technology XXXI - Proceedings of the 15th International Conference on Manufacturing Research, ICMR 2017, Incorporating the 32nd National Conference on Manufacturing Research |
| Editors | Mohammed El Souri, James Gao, Simeon Keates |
| Publisher | IOS Press BV |
| Pages | 96-101 |
| Number of pages | 6 |
| Volume | 6 |
| ISBN (Electronic) | 9781614994398 |
| DOIs | |
| Publication status | Published - Jan 1 2017 |
| Externally published | Yes |
| Event | 15th International Conference on Manufacturing Research, ICMR 2017 - London, United Kingdom Duration: Sep 5 2017 → Sep 7 2017 |
Conference
| Conference | 15th International Conference on Manufacturing Research, ICMR 2017 |
|---|---|
| Country | United Kingdom |
| City | London |
| Period | 9/5/17 → 9/7/17 |
Fingerprint
Keywords
- Mixed-model assembly lines
- Model sequencing problem
- Multi-objective
- NEH algorithm
ASJC Scopus subject areas
- Computer Science Applications
- Industrial and Manufacturing Engineering
- Software
- Algebra and Number Theory
- Strategy and Management
Cite this
Multi-objective optimization or models sequencing n mixed-model assembly lines. / Rauf, Mudassar; Sarfraz, Shoaib; Shehab, Essam; Javeed, Saima; Jahanzaib, Mirza.
Advances in Manufacturing Technology XXXI - Proceedings of the 15th International Conference on Manufacturing Research, ICMR 2017, Incorporating the 32nd National Conference on Manufacturing Research. ed. / Mohammed El Souri; James Gao; Simeon Keates. Vol. 6 IOS Press BV, 2017. p. 96-101.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
}
TY - GEN
T1 - Multi-objective optimization or models sequencing n mixed-model assembly lines
AU - Rauf, Mudassar
AU - Sarfraz, Shoaib
AU - Shehab, Essam
AU - Javeed, Saima
AU - Jahanzaib, Mirza
PY - 2017/1/1
Y1 - 2017/1/1
N2 - Since the introduction of assembly lines, they are being used for the mass production. Due to the concept of mass customization, Mixed-Model Assembly Lines (MMAL) are becoming more popular. Various Industries are forced to shift to MMAL because of customer demand of more customized products. Assembly line balancing and model sequencing are the two major problems in MMAL. This paper deals with the Model sequencing problem in MMAL. A modified Multi-Objective NEH (MO-NEH) algorithm was proposed to optimize the conflicting objectives (flow time and make-span). For this purpose, NEH was integrated with PROMTHEE-II, a Multi-Criteria Decision-Making technique (MCDM). A mathematical model was presented for three Objectives; make-span, Idle time and flow time. A case study of hydraulic pumps MMAL was conducted. Results of proposed MO-NEH was compared with existing NEH variants and it showed that proposed algorithm outperformed the existing variants in optimizing the objectives simultaneously.
AB - Since the introduction of assembly lines, they are being used for the mass production. Due to the concept of mass customization, Mixed-Model Assembly Lines (MMAL) are becoming more popular. Various Industries are forced to shift to MMAL because of customer demand of more customized products. Assembly line balancing and model sequencing are the two major problems in MMAL. This paper deals with the Model sequencing problem in MMAL. A modified Multi-Objective NEH (MO-NEH) algorithm was proposed to optimize the conflicting objectives (flow time and make-span). For this purpose, NEH was integrated with PROMTHEE-II, a Multi-Criteria Decision-Making technique (MCDM). A mathematical model was presented for three Objectives; make-span, Idle time and flow time. A case study of hydraulic pumps MMAL was conducted. Results of proposed MO-NEH was compared with existing NEH variants and it showed that proposed algorithm outperformed the existing variants in optimizing the objectives simultaneously.
KW - Mixed-model assembly lines
KW - Model sequencing problem
KW - Multi-objective
KW - NEH algorithm
UR - http://www.scopus.com/inward/record.url?scp=85028414740&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85028414740&partnerID=8YFLogxK
U2 - 10.3233/978-1-61499-792-4-96
DO - 10.3233/978-1-61499-792-4-96
M3 - Conference contribution
AN - SCOPUS:85028414740
VL - 6
SP - 96
EP - 101
BT - Advances in Manufacturing Technology XXXI - Proceedings of the 15th International Conference on Manufacturing Research, ICMR 2017, Incorporating the 32nd National Conference on Manufacturing Research
A2 - El Souri, Mohammed
A2 - Gao, James
A2 - Keates, Simeon
PB - IOS Press BV
ER -