Minimize Idle Time in Two Sided Assembly Line Balancing Using Exact Search Approach

Yadav, Ashish; Agrawal, Sunil

doi:10.1145/3335550.3335591

Cited by 4 publications

(3 citation statements)

References 42 publications

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“…The vast majority of researchers that dealt with mixed-model line balancing recognised the advantages as well as disadvantages of this particular type of line balancing in their findings. The following are the benefits and drawbacks of mixed-model line balancing [7,8,12,15,16].…”

Section: Mixed-model Line Balancingmentioning

confidence: 99%

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A Comprehensive Review: Analysing the Pros and Cons of Assembly Line Balancing Methods

Aida Husna Ahmad,

Shahrul Azmir Osman,

Saliza Azlina Osman

et al. 2024

ARASET

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Assembly line balancing plays a crucial role in optimizing production efficiency and resource utilization in manufacturing processes. Assembly line balancing helps to counter problems that occurred in the production industry such as uneven task distribution, bottlenecks, idle time, complexity, and time constraints. This review paper provides a comprehensive analysis of different methods used in assembly line balancing. The study includes exact methods, heuristics methods, meta-heuristics methods, simulation approach and queuing concept. The advantages and disadvantages of each method are examined, taking into account factors such as solution quality, computational complexity, flexibility, and applicability to different production environments. The review highlights the strengths and limitations of each method, allowing researchers and practitioners to gain insight into their suitability for specific scenarios depending on different criteria. Overall, this review serves as a valuable resource for understanding the different approaches and choosing appropriate methods to optimize assembly line balance in different manufacturing environments.

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Section: Mixed-model Line Balancingmentioning

confidence: 99%

“…Advantages and disadvantages of single, multi and mixed-model line balancing[2,[5][6][7][8][9][10][11][12][13][14][15][16] …”

mentioning

confidence: 99%

A Comprehensive Review: Analysing the Pros and Cons of Assembly Line Balancing Methods

Aida Husna Ahmad,

Shahrul Azmir Osman,

Saliza Azlina Osman

et al. 2024

ARASET

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“…Buyukozkan et al [26] provided the dictionary bottleneck hybrid TALBP, balancing the load of all workstations by gradually minimizing the weighted load of the workstations with the maximum load and finally achieving the load balancing of all workstations on the assembly line. Yadav and Agrawal [27] measured load balancing by the idle time length on the workstations and established the related mathematical model. A branch and bound algorithm was programmed in the Lingo solver for this problem, and load balancing schemes of various benchmark problems were explored.…”

Section: Two-sided Assembly Line Balance Oriented To Load Balancingmentioning

confidence: 99%

Load Balancing of Two-Sided Assembly Line Based on Deep Reinforcement Learning

et al. 2023

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In the complex and ever-changing manufacturing environment, maintaining the long-term steady and efficient work of the assembly line is the ultimate goal pursued by relevant enterprises, the foundation of which is a balanced load. Therefore, this paper carries out research on the two-sided assembly line balance problem (TALBP) for load balancing. At first, a mathematical programming model is established with the objectives of optimizing the line efficiency, smoothness index, and completion time smoothness index of the two-sided assembly line (TAL). Secondly, a deep reinforcement learning algorithm combining distributed proximal policy optimization (DPPO) and the convolutional neural network (CNN) is proposed. Based on the distributed reinforcement learning agent structure assisted by the marker layer, the task assignment states of the two-sided assembly and decisions of selecting tasks are defined. Task assignment logic and reward function are designed according to the optimization objectives to guide task selection and assignment. Finally, the performance of the proposed algorithm is verified on the benchmark problem.

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Mathematical model for robotic two-sided assembly line balancing problem with zoning constraints

Yadav

Agrawal

2021

Int J Syst Assur Eng Manag

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Minimize Idle Time in Two Sided Assembly Line Balancing Using Exact Search Approach

Cited by 4 publications

References 42 publications

A Comprehensive Review: Analysing the Pros and Cons of Assembly Line Balancing Methods

A Comprehensive Review: Analysing the Pros and Cons of Assembly Line Balancing Methods

Load Balancing of Two-Sided Assembly Line Based on Deep Reinforcement Learning

Mathematical model for robotic two-sided assembly line balancing problem with zoning constraints

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