Simulation in Manufacturing: Review and Challenges

Mourtzis, Dimitris; Doukas, M.; Bernidaki, D.

doi:10.1016/j.procir.2014.10.032

Cited by 280 publications

(147 citation statements)

References 112 publications

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“…In this paper, address the question of generic simulation models and their role in improving emergency care around the world. Mourtzis et al [18], simulation in Manufacturing: Review and Challenges. This paper investigates the evolution, advances, current practices and future trends of simulation methods and tools.…”

Section: Background Of the Researchmentioning

confidence: 99%

Performance and Improvement of Production Line Function Using Computer Simulation (Case Study: An Iron Foundry)

Saidabad¹,

Taghizadeh²

2015

AJCM

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Using the accurate methods and tools for evaluation of function in different areas is of great importance. In recent years, much more studies have been done on the nature and methodology of function evaluation in organizations and its improvement. This study aimed to evaluate and improve the function of production line through computer simulation in one of the iron foundries in Iran. For this purpose, at first data has been gathered on the basis of timing with chronometer for each one of the production line machineries and using this data, distribution functions governing the activity cycle of each one of these machineries have been determined; and then, using the required gathered data for computer simulation (taking the advantage of "ED" simulation software), a model was simulated to introduce the current situation of production line and the validity of simulated model was measured on the basis of production rate. And then, considering the criteria such as the production rate, average waiting time, machine utilization coefficient, production yield, production cost, production income and the production time production line function was evaluated. Finally, applying amendment changes on the simulated model improved model was offered.

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Section: Background Of the Researchmentioning

confidence: 99%

Performance and Improvement of Production Line Function Using Computer Simulation (Case Study: An Iron Foundry)

Saidabad¹,

Taghizadeh²

2015

AJCM

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“…An extended review on the simulation tools and their use in manufacturing has been presented by Mourtzis, Doukas, and Bernidaki (2014), while the role of DHMs has been investigated by Chaffin (2007 (Tsarouchi et al 2016a).…”

Section: Introductionmentioning

confidence: 99%

On a human–robot workplace design and task allocation system

Tsarouchi

Michalos

Makris

et al. 2017

International Journal of Computer Integrated Manufacturing

121

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This paper proposes a method for human-robot (HR) task planning, considering at the same time, the design of the workplace. A model for the representation of humans and robots as a team of active resources is proposed, while equipment such as working tables and fixtures are considered passive resources. The HR workload is structured in a three-level model. A multi-criteria decision-making framework is used for the formulation of alternative layouts and task allocations. Both analytical models and simulation are used for the estimation of the criteria values, allowing for the evaluation of the different alternatives. A software prototype has been implemented and tested in white goods and in automotive industry cases, demonstrating that the tool can identify good quality solutions in a short time frame.

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“…In today's changing manufacturing world with its new paradigms like mass customisation and global manufacturing operations and competition, companies need better capabilities to respond more quickly to market dynamics and varying demands [1]. This is a challenge, especially for increasingly complex industries, such as the automotive industry, where it is difficult to adapt the production plant to demand requirements while its operations continue to be efficient [2].…”

Section: Introductionmentioning

confidence: 99%

Using 4-Layer Architecture to Simulate Product and Information Flows in Manufacturing Systems

Saez-Mas¹,

García-Sabater²,

Morant-Llorca³

2018

Int. j. simul. model.

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This work illustrates the application of novel simulation architecture with two case studies where the proposed architecture, the so-called 4-layer, allowed us to address the complexity of the analysed systems. The fundamental objective of this work is to show the structure of layers, how layers interact with one another and with the user, and what benefits this separation proposes. The first case study deals with moving car bodies from the paint plant to the assembly line through a sequencing system that involves distributed decision-making processes in an ASRS. The second case study focuses on analysing a layout of a section used to assemble the engine and transmission set, where the quality of the material flow is evaluated. The work highlights some of the advantages of modelling with 4-layer architecture, and explains the key processes that connect different elements.

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Simulation in Manufacturing: Review and Challenges

Cited by 280 publications

References 112 publications

Performance and Improvement of Production Line Function Using Computer Simulation (Case Study: An Iron Foundry)

Performance and Improvement of Production Line Function Using Computer Simulation (Case Study: An Iron Foundry)

On a human–robot workplace design and task allocation system

Using 4-Layer Architecture to Simulate Product and Information Flows in Manufacturing Systems

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