Abstract
A smart Information and Communication Technology (ICT) enables a synchronized interplay of different key factors, aligning infrastructures, consumers, and governmental policy-making needs. In the harbor’s logistics context, smart ICT has been driving a multi-year wave of growth. Although there is a standalone value in the technological innovation of a task, the impact of a new smart technology is unknown without quantitative analysis methods on the end-to-end process. In this paper, we first present a review of the smart ICT for marine container terminals, and then we propose to evaluate the impact of such smart ICT via business process model and notation (BPMN) modeling and simulation. The proposed approach is discussed in a real-world modeling and simulation analysis, made on a pilot terminal of the Port of Leghorn (Italy).
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Notes
The Tuscan Port Community System is a web-services based information hub for the procedures of import and export of goods. It enables the efficient exchange of relevant logistics information and ensures the smooth flow of shipments from cargo origin to destination.
References
van der Aalst WM (2015) Business process simulation survival guide. In: Handbook on business process management, vol. 1. Springer, pp 337–370
Abbate S, Avvenuti M, Corsini P, Vecchio A (2009) Localization of shipping containers in ports and terminals using wireless sensor networks. In: proceedings of international conference on computational science and engineering, CSE’09, vol. 2. IEEE, pp 587–592
Andalusian Institute of Technology: SMART-PORT: Action plan towards the smart port concept in the Mediterranean area. http://medmaritimeprojects.eu.dev10.tildecms.com/section/smartport. Accessed 18 May 2015
Asosheh A, Afshinfar A, Kharrat M, Ramezani N (2008) A network model for the intelligent marine container tracking. In: 8th WSEAS International conference on applied informatics and communications (AIC08) Rhodes
Atzori L, Iera A, Morabito G (2010) The internet of things: a survey. Comput Netw 54(15):2787–2805
Awad A, Frunzke T, Dressler F (2007) Adaptive distance estimation and localization in WSN using RSSI measures. In: Proceedings of 10th euromicro conference on digital system design architectures, methods and tools, DSD 2007. IEEE, pp 471–478
Badura D (2014) Modelling business processes in logistics with the use of diagrams BPMN and UML. Forum Sci Oecon 2:35–50
Bahl P, Padmanabhan VN (2000) RADAR: an in-building rf-based user location and tracking system. In: Proceedings of INFOCOM 2000. Nineteenth annual joint conference of the IEEE computer and communications societies, vol 2. IEEE, pp 775–784
Barsocchi P, Lenzi S, Chessa S, Furfari F (2012) Automatic virtual calibration of range-based indoor localization systems. Wirel Commun Mob Comput 12(17):1546–1557
Bilstrup U, Wiberg PA (2004) An architecture comparison between a wireless sensor network and an active RFID system. In: The 29th Annual IEEE international conference on local computer networks, 2004. IEEE, pp 583–584
Bontekoning Y, Macharis C, Trip J (2004) Is a new applied transportation research field emerging? A review of intermodal rail-truck freight transport literature. Transport Res Part A: Policy Pract 38(1):1–34
Boschian V, Fanti MP, Iacobellis G, Ukovich W (2012) Analysis of impact of ICT solutions in international freight management. Eur Transport\(\backslash\)Trasporti Europei (51)
Caceres R, Mendoza H, Tuñón G, Rabelo LC, Pastrana J (2015) Modeling and simulation of berthing processes for a Panamanian container terminal using BPMN and discrete event simulation. In: Proceedings of the 2015 international conference on operations excellence and service engineering
Chantzis K, Chatzigiannakis I, Rolim J (2014) Design and evaluation of a real-time locating system for wireless sensor networks. J Locat Based Serv 8(2):97–122
Cho H, Choi H, Lee W, Jung Y, Baek Y (2006) LITeTag: design and implementation of an RFID system for IT-based port logistics. J Commun 1(4):48–57
Cho H, Kim J, Baek Y (2011) Large-scale active RFID system utilizing ZigBee networks. IEEE Trans Consum Electron 57(2):379–385
Cho H, Kim T, Park Y, Baek Y (2012) Enhanced trajectory estimation method for RTLS in port logistics environment. In: proceedings of 2012 IEEE 14th international conference on high performance computing and communication and 2012 IEEE 9th international conference on embedded software and systems (HPCC-ICESS). IEEE, pp 1555–1562
Christiansen M, Fagerholt K, Nygreen B, Ronen D (2007) Maritime transportation. Handb Oper Res Manag Sci 14:189–284
Chung WC, Ha DS (2003) An accurate ultra wideband (UWB) ranging for precision asset location. In: Proceedings of 2003 IEEE conference on ultra wideband systems and technologies. IEEE, pp 389–393
Ciaramella A, Cimino MG, Lazzerini B, Marcelloni F (2009) Using BPMN and tracing for rapid business process prototyping environments. ICEIS 3:206–212
Cimino MG, Marcelloni F (2011) Autonomic tracing of production processes with mobile and agent-based computing. Inf Sci 181(5):935–953
Cimino MG, Vaglini G (2014) An interval-valued approach to business process simulation based on genetic algorithms and the BPMN. Information 5(2):319–356
Craddock R, Stansfield E (2005) Sensor fusion for smart containers. In: Signal processing solutions for homeland security, 2005. The IEE Seminar on (Ref. No. 2005/11108). IET, p 12
Crainic TG, Kim KH et al (2006) Intermodal transportation. Transportation 14:467–537
Dumas M, Van der Aalst WM, Ter Hofstede AH (2005) Process-aware information systems: bridging people and software through process technology. Wiley, Hoboken
Evangelista P (2002) The role of ICT in the logistics integration process of shipping lines. Pomorski zbornik 40(1):61–78
Garnier B, Andritsos F (2010) A port waterside security systemic analysis. In: Waterside security conference (WSS), 2010 International. IEEE, pp 1–6
Georgopoulou C, Kakalis NM, Psaraftis HN, Recagno V, Fozza S, Zacharioudakis P, Eiband A (2014) Green technologies and Smart ICT for sustainable freight transport. In: Efficiency and innovation in logistics. Springer, pp 15–33
Golfarelli M, Rizzi S (2009) What-if simulation modeling in business intelligence. Int J Data Warehous Min (IJDWM) 5(4):24–43
Grajek M (2012) ICT for growth: a targeted approach. Technical Report, Bruegel Policy Contribution
Heilig L, Negenborn RR, Voß S (2015) Cloud-based intelligent transportation systems using model predictive control. In: Computational logistics. Springer, pp 464–477
Heilig L, Voß S (2014) A cloud-based SOA for enhancing information exchange and decision support in ITT operations. In: Computational logistics. Springer, pp 112–131
Hong SH, Kim BK, Eom DS (2009) Localization algorithm in wireless sensor networks with network mobility. IEEE Trans Consum Electron 55(4):1921–1928
Jedermann R, Pötsch T, Lang W (2014) Smart sensors for the intelligent container. ITG-Fachbericht-Smart SysTech 2014
Jiang J, Guo, Y, Liao W, Li S, Xie X, Yuan L, Nian L (2014) Research on RTLS-based coordinate guided vehicle (CGV) for material distribution in discrete manufacturing workshop. In: Proceedings of 2014 IEEE international conference on internet of things (iThings), and green computing and communications (GreenCom), IEEE and cyber, physical and social computing (CPSCom). IEEE, pp 1–8
Kastek M, Dulski R, Zyczkowski M, Szustakowski M, Trzaskawka P, Ciurapinski W, Grelowska G, Gloza I, Milewski S, Listewnik K (2012) Multisensor system for the protection of critical infrastructure of a seaport. In: SPIE defense, security, and sensing. International Society for Optics and Photonics, pp 83,880M–83,880M
Khalifa IH, El Kamel A, Yim P (2011) Transportation process of containers BPMN-modelling and transformation into ACTIF model. ROMJIST 14(1):67–80
Kim KH (2005) Models and methods for operations in port container terminals. In: Logistics systems: design and optimization. Springer, pp 213–243
Kim KH, Hong BH (2010) Maritime logistics and applications of information technologies. In: Proceedings of 2010 40th international conference on computers and industrial engineering (CIE). IEEE, pp 1–6
Koniewski R, Dzielinski A, Amborski K (2006) Use of petri nets and business processes management notation in modelling and simulation of multimodal logistics chains. In: Proceedings 20th European conference on modeling and simulation, Institute of Control and Industrial Electronics, Warsaw University of Technology
Lim CH, Wan Y, Ng BP, See C (2007) A real-time indoor WiFi localization system utilizing smart antennas. IEEE Trans Consum Electron 53(2):618–622
Object Management Group (OMG): business process model and notation (BPMN), version 2.0. http://www.omg.org/spec/BPMN/2.0 (2011). Accessed 26 May 2015
Obogne MH, LIDASAN HS (2005) A study on the impact of information and communication technology on urban logistics system: a case in Metro Manila. J East Asia Soc Transp Stud 6:3005–3021
Organization for the Advancement of Structured Information Standards (OASIS): Web services business process execution language (WS-BPEL), version 2.0. http://docs.oasisopen.org/wsbpel/2.0/OS/wsbpel-v2.0-OS.html (2007). Accessed 26 May 2015
Palumbo F, Barsocchi P, Chessa S, Augusto JC (2015) A stigmergic approach to indoor localization using Bluetooth Low Energy beacons. In: Proceedings of 2015 12th IEEE International conference on advanced video and signal based surveillance (AVSS). IEEE, pp 1–6
Palumbo F, Barsocchi P, Furfari F, Ferro E (2013) AAL middleware infrastructure for green bed activity monitoring. J Sens 2013
Palumbo F, Barsocchi P, Gallicchio C, Chessa S, Micheli A (2013) Multisensor data fusion for activity recognition based on reservoir computing. In: Evaluating AAL systems through competitive benchmarking. Springer, pp 24–35
Palumbo F, Gallicchio C, Pucci R, Micheli A (2016) Human activity recognition using multisensor data fusion based on reservoir computing. J Ambient Intell Smart Environ 8(2):87–107
Patwari N, Hero AO, Perkins M, Correal NS, O’dea RJ (2003) Relative location estimation in wireless sensor networks. IEEE Trans Signal Process 51(8):2137–2148
Priyantha NB, Chakraborty A, Balakrishnan H (2000) The cricket location-support system. In: Proceedings of the 6th annual international conference on Mobile computing and networking. ACM, pp 32–43
Psaraftis HN, Panagakos G (2012) Green corridors in European surface freight logistics and the SuperGreen project. Proc Soc Behav Sci 48:1723–1732
Rezapour TY, Atani RE, Abolghasemi MS (2014) Secure positioning for shipping containers in ports and terminals using WSN. In: Proceedings of 2014 11th international ISC conference on information security and cryptology (ISCISC). IEEE, pp 10–14
Saanen YA (2004) An approach for designing robotized marine container terminals. Delft University of Technology, Delft
Sikora A, Groza VF (2007) Fields tests for ranging and localization with time-of-flight-measurements using chirp spread spectrum rf-devices. In: Instrumentation and measurement technology conference proceedings, IMTC 2007. IEEE, pp 1–6
Stahlbock R, Voß S (2008) Operations research at container terminals: a literature update. Or Spectr 30(1):1–52
Stajniak M, Guszczak B (2011) Analysis of logistics processes according to BPMN methodology. In: Information technologies in environmental engineering, pp 537–549
Steenken D, Voß S, Stahlbock R (2004) Container terminal operation and operations research-a classification and literature review. OR spect 26(1):3–49
Taylor N (1992) Dover’s smart bridge. Proc Inst Mech Eng Part I: J Syst Control Eng 206(1):9–18
Vis IF, De Koster R (2003) Transshipment of containers at a container terminal: an overview. Eur J Oper Res 147(1):1–16
Webb M et al (2008) Smart 2020: enabling the low carbon economy in the information age. Clim Group Lond 1(1):1–1
Weske M (2012) Business process management: concepts, languages, architectures. Springer Science & Business Media, Berlin
Yang GH, Xu K, Li VO (2010) Hybrid cargo-level tracking system for logistics. In: Vehicular Technology conference (VTC 2010-Spring), 2010 IEEE 71st. IEEE, pp 1–5
Yang SH (2014) Hybrid RFID/WSNs for logistics management. In: Wireless Sensor networks. Springer, pp 235–246
Acknowledgments
Work carried out in the framework of the Italian PRIN Project "Eguaglianza Nei Diritti Fondamentali Nella Crisi Dello Stato E Delle Finanze Pubbliche: Una Proposta Per Un Nuovo Modello Di Coesione Sociale Con Specifico Riguardo Alla Liberalizzazione E Regolazione Dei Trasporti", activity "Sistema Di Monitoraggio A Distan- za Ed Automatizzato Delle Merci E Di Eventuali Persone Preposte Alla Sorveglianza Delle Stesse".
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Cimino, M.G.C.A., Palumbo, F., Vaglini, G. et al. Evaluating the impact of smart technologies on harbor’s logistics via BPMN modeling and simulation. Inf Technol Manag 18, 223–239 (2017). https://doi.org/10.1007/s10799-016-0266-4
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DOI: https://doi.org/10.1007/s10799-016-0266-4