Multi-Task Simultaneous Supervision
This paper focuses on developing a Multi-Task Simultaneous Supervision Dual Resource-Constrained Scheduling (MTSSDRC) system that considers differences in skill between operators, aiming to minimize makespan and balance operator workload. Workload balance is calculated using the Workload Smoothness...
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| Format: | Article |
| Language: | English |
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Petra Christian University
2024-08-01
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| Series: | Jurnal Teknik Industri |
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| Online Access: | https://jurnalindustri.petra.ac.id/index.php/ind/article/view/28197 |
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| author | Afifah Rizka Sukoyo Sukoyo Muhammad Akbar |
| author_facet | Afifah Rizka Sukoyo Sukoyo Muhammad Akbar |
| author_sort | Afifah Rizka |
| collection | DOAJ |
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This paper focuses on developing a Multi-Task Simultaneous Supervision Dual Resource-Constrained Scheduling (MTSSDRC) system that considers differences in skill between operators, aiming to minimize makespan and balance operator workload. Workload balance is calculated using the Workload Smoothness Index (WSI). The mathematical model developed uses three techniques: Mixed-Integer Linear Programming (MILP), Mixed-Integer Quadratic Programming (MIQP), and Mixed-Integer Quadratically Constrained Programming (MIQCP). These techniques can handle scheduling cases on a small to medium scale. Results from MILP focus on minimizing makespan, with an additional constraint for calculating the WSI. MIQP focuses on workload balance so that the WSI value becomes an objective function. It also adds a constraint for the allowable makespan value. The result from MIQP shows that the WSI value is lower than in MILP, and the makespan values are equal to the MILP makespan value. Next, MIQCP aims to minimize makespan with a constraint for the allowable WSI value. The MIQCP model produces a makespan value adjusted to a WSI value close to zero. Finally, further analysis is presented regarding the influence of differences in operator skills based on the results of the three models. Based on these models, operators with better skills will be assigned more frequently than others.
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| format | Article |
| id | doaj-art-330764f623c2491aa4f6ea0c0e7c1a2b |
| institution | Kabale University |
| issn | 1411-2485 2087-7439 |
| language | English |
| publishDate | 2024-08-01 |
| publisher | Petra Christian University |
| record_format | Article |
| series | Jurnal Teknik Industri |
| spelling | doaj-art-330764f623c2491aa4f6ea0c0e7c1a2b2025-01-08T03:19:57ZengPetra Christian UniversityJurnal Teknik Industri1411-24852087-74392024-08-0126210.9744/jti.26.2.119-130Multi-Task Simultaneous SupervisionAfifah Rizka0Sukoyo Sukoyo1Muhammad Akbar2Bandung Institute of TechnologyBandung Institute of TechnologyBandung Institute of Technology This paper focuses on developing a Multi-Task Simultaneous Supervision Dual Resource-Constrained Scheduling (MTSSDRC) system that considers differences in skill between operators, aiming to minimize makespan and balance operator workload. Workload balance is calculated using the Workload Smoothness Index (WSI). The mathematical model developed uses three techniques: Mixed-Integer Linear Programming (MILP), Mixed-Integer Quadratic Programming (MIQP), and Mixed-Integer Quadratically Constrained Programming (MIQCP). These techniques can handle scheduling cases on a small to medium scale. Results from MILP focus on minimizing makespan, with an additional constraint for calculating the WSI. MIQP focuses on workload balance so that the WSI value becomes an objective function. It also adds a constraint for the allowable makespan value. The result from MIQP shows that the WSI value is lower than in MILP, and the makespan values are equal to the MILP makespan value. Next, MIQCP aims to minimize makespan with a constraint for the allowable WSI value. The MIQCP model produces a makespan value adjusted to a WSI value close to zero. Finally, further analysis is presented regarding the influence of differences in operator skills based on the results of the three models. Based on these models, operators with better skills will be assigned more frequently than others. https://jurnalindustri.petra.ac.id/index.php/ind/article/view/28197MTSSDRC schedulingidentical parallel machinesworkload smoothness indexmakespan |
| spellingShingle | Afifah Rizka Sukoyo Sukoyo Muhammad Akbar Multi-Task Simultaneous Supervision Jurnal Teknik Industri MTSSDRC scheduling identical parallel machines workload smoothness index makespan |
| title | Multi-Task Simultaneous Supervision |
| title_full | Multi-Task Simultaneous Supervision |
| title_fullStr | Multi-Task Simultaneous Supervision |
| title_full_unstemmed | Multi-Task Simultaneous Supervision |
| title_short | Multi-Task Simultaneous Supervision |
| title_sort | multi task simultaneous supervision |
| topic | MTSSDRC scheduling identical parallel machines workload smoothness index makespan |
| url | https://jurnalindustri.petra.ac.id/index.php/ind/article/view/28197 |
| work_keys_str_mv | AT afifahrizka multitasksimultaneoussupervision AT sukoyosukoyo multitasksimultaneoussupervision AT muhammadakbar multitasksimultaneoussupervision |