Simulation-based analytics: A systematic literature review

Rabia, Mohamed Amine Ben; Bellabdaoui, Adil

doi:10.1016/j.simpat.2022.102511

Cited by 12 publications

(2 citation statements)

References 50 publications

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“…Moreover, a system or platform that allows extension and personalization of the behavior of objects would allow the creation of a data library with possibilities of previous analysis in less time [34]. These aspects are important because the tools developed in different modeling elements are separated from each other and without connection between them [35], and this could hinder decision-making at all levels of the company [36]. For these reasons, software that facilitates its use on several platforms facilitates its subsequent integration with the physical system.…”

Section: Introductionmentioning

confidence: 99%

Towards a Digital Twin Warehouse through the Optimization of Internal Transport

Félix-Cigalat¹,

Domingo

2023

Applied Sciences

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Through the construction of parametric simulation models in which possible storage space distributions and positioning logics are also considered as variables, it is possible to build scenarios that allow analyzing the changing reality of storage needs in order to minimize material movements in each case, optimize internal transportation, and increase the efficiency of production processes. This article shows a particular analysis of a restricted storage space in height, typical to when it comes to logistics associated with raw material in a “big bag” format made of recycled and easily deteriorated material. In conjunction, a location management solution based on passive RFID (radio-frequency identification) tags has been chosen. The process is carried out through simulations with object-oriented discrete event software, where the optimization of the internal transport associated with the layout is carried out considering network theory to define the shortest path between warehouse nodes. The combination of both approaches allows, on the one hand, the evaluation of alternatives in terms of distribution and positioning logics, while the implemented system enables the possibility of making agile changes in the physical configuration of this type of storage space.

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Section: Introductionmentioning

confidence: 99%

Towards a Digital Twin Warehouse through the Optimization of Internal Transport

Félix-Cigalat¹,

Domingo

2023

Applied Sciences

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“…To date, over 70 pedestrian evacuation modelling models have been developed for fire safety engineering (FSE) applications. 15 Rabia and Bellabdaoui 16 posed research questions to limit results to what gives a comprehensive description of models, techniques and architectures used in the hybridization between simulation and business analytics.…”

Section: Introductionmentioning

confidence: 99%

Numerical analysis and validation on the phased evacuation time in high-rise buildings

Wu,

Mizuno,

Park

2023

Indoor and Built Environment

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The main aim of this study is to investigate the numerical analysis of phased evacuation and validate the feasibility of high-rise buildings using the control volume model. Based on the same spatial configuration, the number of participants on each floor, and four-phased evacuations of an actual fire drill conducted by a Japanese academic group in 2018, the numerical analysis results for these phased evacuations of this high-rise building have been investigated. The numerical results are in good agreement with the fire drill data in the aspects of the total number of people reaching the ground floor, the space-time feature curve and the first participant on each floor descending to the ground floor. The changes in the number of waiting participants versus time on each floor were obtained and compared in this study with the fire drill data to comprehend the transient situations of the internal participants in this high-rise building during the phased evacuation. Furthermore, the results of the first-order approximation method of NFPA, the Melinek and Booth method and the Route B calculation of the Japanese Building Center Verification Method for the total building evacuation are presented to discuss the differences between the phased evacuation and the total building evacuation.

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Machine Learning for Predicting Prices and Empty Returns in Road Freight Transportation: Enhancing Efficiency and Sustainability

Ben Rabia,

Bellabdaoui

2024

Lecture Notes in Networks and Systems

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Simulation-based analytics: A systematic literature review

Cited by 12 publications

References 50 publications

Towards a Digital Twin Warehouse through the Optimization of Internal Transport

Towards a Digital Twin Warehouse through the Optimization of Internal Transport

Numerical analysis and validation on the phased evacuation time in high-rise buildings

Machine Learning for Predicting Prices and Empty Returns in Road Freight Transportation: Enhancing Efficiency and Sustainability

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