A General Simulation Framework for Smart Yards

Matteo Brunetti; Martijn Mes; Jelle van Heuveln

doi:10.1109/WSC48552.2020.9383928

A General Simulation Framework for Smart Yards

Matteo Brunetti, Martijn Mes, Jelle van Heuveln

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

2 Citations (Scopus)

4 Downloads (Pure)

Abstract

This paper presents a simulation framework for the logistics operations at Smart Yards. A Smart Yard is a digital and physical system enabling the collaboration of various companies at a logistics hub, e.g., seaport, airport or hinterland distribution center, and characterized by a decoupling point, automated vehicles for internal handling of cargo, and data sharing technologies. The framework is a high-level conceptual model for a hybrid Discrete Event and Agent-Based Simulation, comprising inputs, outputs, assumptions, flowcharts, and agents representing the complex interrelation of stakeholders and shared autonomous vehicles. We illustrate the concept of Smart Yard using three case studies and apply our simulation framework to one of these cases by analyzing the use of a Smart Yard at Amsterdam Airport Schiphol.

Original language	English
Title of host publication	Proceedings of the 2020 Winter Simulation Conference, WSC 2020
Editors	K.-H. Bae, B. Feng, S. Kim, S. Lazarova-Molnar, Z. Zheng, T. Roeder, R. Thiesing
Place of Publication	Piscataway, NJ
Publisher	IEEE
Pages	2743-2754
Number of pages	12
ISBN (Electronic)	978-1-7281-9499-8
ISBN (Print)	978-1-7281-9500-1
DOIs	https://doi.org/10.1109/WSC48552.2020.9383928
Publication status	Published - 14 Dec 2020
Event	Winter Simulation Conference, WSC 2020: Simulation Drives Innovation - Virtual Conference, Orlando, United States Duration: 14 Dec 2020 → 18 Dec 2020 http://meetings2.informs.org/wordpress/wsc2020/

Publication series

Name	Proceedings - Winter Simulation Conference, WSC
Publisher	IEEE
Volume	2020
ISSN (Print)	0891-7736
ISSN (Electronic)	1558-4305

Conference

Conference	Winter Simulation Conference, WSC 2020
Abbreviated title	WSC 2020
Country/Territory	United States
City	Orlando
Period	14/12/20 → 18/12/20
Internet address	http://meetings2.informs.org/wordpress/wsc2020/

Access to Document

10.1109/WSC48552.2020.9383928

Brunetti2020generalFinal published version, 1.86 MBLicence: Taverne

Cite this

Brunetti, M., Mes, M., & van Heuveln, J. (2020). A General Simulation Framework for Smart Yards. In K-H. Bae, B. Feng, S. Kim, S. Lazarova-Molnar, Z. Zheng, T. Roeder, & R. Thiesing (Eds.), Proceedings of the 2020 Winter Simulation Conference, WSC 2020 (pp. 2743-2754). [9383928] (Proceedings - Winter Simulation Conference, WSC; Vol. 2020). IEEE. https://doi.org/10.1109/WSC48552.2020.9383928

@inproceedings{f536e8aaeed1473aada2e87dadb92f9f,

title = "A General Simulation Framework for Smart Yards",

abstract = "This paper presents a simulation framework for the logistics operations at Smart Yards. A Smart Yard is a digital and physical system enabling the collaboration of various companies at a logistics hub, e.g., seaport, airport or hinterland distribution center, and characterized by a decoupling point, automated vehicles for internal handling of cargo, and data sharing technologies. The framework is a high-level conceptual model for a hybrid Discrete Event and Agent-Based Simulation, comprising inputs, outputs, assumptions, flowcharts, and agents representing the complex interrelation of stakeholders and shared autonomous vehicles. We illustrate the concept of Smart Yard using three case studies and apply our simulation framework to one of these cases by analyzing the use of a Smart Yard at Amsterdam Airport Schiphol.",

author = "Matteo Brunetti and Martijn Mes and {van Heuveln}, Jelle",

note = "Funding Information: Logistics companies face challenges regarding shorter delivery times, shortage of drivers, traffic congestion, safety and environmental concerns. Following the trends in digitalization and changes in the transportation system (e.g., automated vehicles and platooning), logistics hubs need to adjust and transform their yards into so-called Smart Yards to improve their operational efficiency and environmental footprint. Our idea of a Smart Yard is that of a logistics hub, e.g., seaport, airport, hinterland distribution center, using data-integration and information sharing technologies, Automated Guided Vehicles (AGVs) for internal handling of cargo, and a decoupling point (DP) to separate the inbound road modalities from the internal traffic, i.e., a pre-gate parking area. In addition, Smart Yards could improve the processes of other logistics service providers by supporting trailer swapping and truck platooning operations. The Smart Yard concept is being developed as part of the CATALYST (Connected Automated Transport And Logistics Yielding SustainabiliTy) project funded by the Dutch government and a consortium of logistics companies. Publisher Copyright: {\textcopyright} 2020 IEEE.; Winter Simulation Conference, WSC 2020 : Simulation Drives Innovation, WSC 2020 ; Conference date: 14-12-2020 Through 18-12-2020",

year = "2020",

month = dec,

day = "14",

doi = "10.1109/WSC48552.2020.9383928",

language = "English",

isbn = "978-1-7281-9500-1",

series = "Proceedings - Winter Simulation Conference, WSC",

publisher = "IEEE",

pages = "2743--2754",

editor = "K.-H. Bae and B. Feng and S. Kim and S. Lazarova-Molnar and Z. Zheng and T. Roeder and R. Thiesing",

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Brunetti, M, Mes, M & van Heuveln, J 2020, A General Simulation Framework for Smart Yards. in K-H Bae, B Feng, S Kim, S Lazarova-Molnar, Z Zheng, T Roeder & R Thiesing (eds), Proceedings of the 2020 Winter Simulation Conference, WSC 2020., 9383928, Proceedings - Winter Simulation Conference, WSC, vol. 2020, IEEE, Piscataway, NJ, pp. 2743-2754, Winter Simulation Conference, WSC 2020, Orlando, United States, 14/12/20. https://doi.org/10.1109/WSC48552.2020.9383928

A General Simulation Framework for Smart Yards. / Brunetti, Matteo; Mes, Martijn; van Heuveln, Jelle.

Proceedings of the 2020 Winter Simulation Conference, WSC 2020. ed. / K.-H. Bae; B. Feng; S. Kim; S. Lazarova-Molnar; Z. Zheng; T. Roeder; R. Thiesing. Piscataway, NJ : IEEE, 2020. p. 2743-2754 9383928 (Proceedings - Winter Simulation Conference, WSC; Vol. 2020).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

TY - GEN

T1 - A General Simulation Framework for Smart Yards

AU - Brunetti, Matteo

AU - Mes, Martijn

AU - van Heuveln, Jelle

N1 - Funding Information: Logistics companies face challenges regarding shorter delivery times, shortage of drivers, traffic congestion, safety and environmental concerns. Following the trends in digitalization and changes in the transportation system (e.g., automated vehicles and platooning), logistics hubs need to adjust and transform their yards into so-called Smart Yards to improve their operational efficiency and environmental footprint. Our idea of a Smart Yard is that of a logistics hub, e.g., seaport, airport, hinterland distribution center, using data-integration and information sharing technologies, Automated Guided Vehicles (AGVs) for internal handling of cargo, and a decoupling point (DP) to separate the inbound road modalities from the internal traffic, i.e., a pre-gate parking area. In addition, Smart Yards could improve the processes of other logistics service providers by supporting trailer swapping and truck platooning operations. The Smart Yard concept is being developed as part of the CATALYST (Connected Automated Transport And Logistics Yielding SustainabiliTy) project funded by the Dutch government and a consortium of logistics companies. Publisher Copyright: © 2020 IEEE.

PY - 2020/12/14

Y1 - 2020/12/14

N2 - This paper presents a simulation framework for the logistics operations at Smart Yards. A Smart Yard is a digital and physical system enabling the collaboration of various companies at a logistics hub, e.g., seaport, airport or hinterland distribution center, and characterized by a decoupling point, automated vehicles for internal handling of cargo, and data sharing technologies. The framework is a high-level conceptual model for a hybrid Discrete Event and Agent-Based Simulation, comprising inputs, outputs, assumptions, flowcharts, and agents representing the complex interrelation of stakeholders and shared autonomous vehicles. We illustrate the concept of Smart Yard using three case studies and apply our simulation framework to one of these cases by analyzing the use of a Smart Yard at Amsterdam Airport Schiphol.

AB - This paper presents a simulation framework for the logistics operations at Smart Yards. A Smart Yard is a digital and physical system enabling the collaboration of various companies at a logistics hub, e.g., seaport, airport or hinterland distribution center, and characterized by a decoupling point, automated vehicles for internal handling of cargo, and data sharing technologies. The framework is a high-level conceptual model for a hybrid Discrete Event and Agent-Based Simulation, comprising inputs, outputs, assumptions, flowcharts, and agents representing the complex interrelation of stakeholders and shared autonomous vehicles. We illustrate the concept of Smart Yard using three case studies and apply our simulation framework to one of these cases by analyzing the use of a Smart Yard at Amsterdam Airport Schiphol.

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U2 - 10.1109/WSC48552.2020.9383928

DO - 10.1109/WSC48552.2020.9383928

M3 - Conference contribution

AN - SCOPUS:85103913384

SN - 978-1-7281-9500-1

T3 - Proceedings - Winter Simulation Conference, WSC

SP - 2743

EP - 2754

BT - Proceedings of the 2020 Winter Simulation Conference, WSC 2020

A2 - Bae, K.-H.

A2 - Feng, B.

A2 - Kim, S.

A2 - Lazarova-Molnar, S.

A2 - Zheng, Z.

A2 - Roeder, T.

A2 - Thiesing, R.

PB - IEEE

CY - Piscataway, NJ

T2 - Winter Simulation Conference, WSC 2020

Y2 - 14 December 2020 through 18 December 2020

ER -

Brunetti M, Mes M, van Heuveln J. A General Simulation Framework for Smart Yards. In Bae K-H, Feng B, Kim S, Lazarova-Molnar S, Zheng Z, Roeder T, Thiesing R, editors, Proceedings of the 2020 Winter Simulation Conference, WSC 2020. Piscataway, NJ: IEEE. 2020. p. 2743-2754. 9383928. (Proceedings - Winter Simulation Conference, WSC). https://doi.org/10.1109/WSC48552.2020.9383928

A General Simulation Framework for Smart Yards

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