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The 20Th International Conference on Harbor , Maritime & Multimodal Logistics Modelling and Simulation TH TTHE 2200 IINTERNATIONAL CCONFERENCE ON HHARBOR,, MMARITIME && MMULTIMODAL LLOGISTICS MMODELLING AND SSIMULATION SEPTEMBER 17 - 19 2018 BUDAPEST, HUNGARY EDITED BY ELEONORA BOTTANI AGOSTINO G. BRUZZONE FRANCESCO LONGO YURY MERKURYEV MIQUEL ANGEL PIERA PRINTED IN RENDE (CS), ITALY, SEPTEMBER 2018 ISBN 978-88-85741-05-8 (Paperback) ISBN 978-88-85741-08-9 (PDF) Proceedings of the Int. Conf. on Harbor Maritime and Multimodal Logistics M&S, 2018 ISBN 978-88-85741-08-9; Bottani, Bruzzone, Longo, Merkuryev and Piera Eds. I 2018 DIME UNIVERSITÀ DI GENOVA, DIMEG UNIVERSITY OF CALABRIA RESPONSIBILITY FOR THE ACCURACY OF ALL STATEMENTS IN EACH PAPER RESTS SOLELY WITH THE AUTHOR(S). STATEMENTS ARE NOT NECESSARILY REPRESENTATIVE OF NOR ENDORSED BY THE DIME, UNIVERSITY OF GENOA OR DIMEG UNIVERSITY OF CALABRIA. PERMISSION IS GRANTED TO PHOTOCOPY PORTIONS OF THE PUBLICATION FOR PERSONAL USE AND FOR THE USE OF STUDENTS PROVIDING CREDIT IS GIVEN TO THE CONFERENCES AND PUBLICATION. PERMISSION DOES NOT EXTEND TO OTHER TYPES OF REPRODUCTION NOR TO COPYING FOR INCORPORATION INTO COMMERCIAL ADVERTISING NOR FOR ANY OTHER PROFIT – MAKING PURPOSE. OTHER PUBLICATIONS ARE ENCOURAGED TO INCLUDE 300 TO 500 WORD ABSTRACTS OR EXCERPTS FROM ANY PAPER CONTAINED IN THIS BOOK, PROVIDED CREDITS ARE GIVEN TO THE AUTHOR(S) AND THE CONFERENCE. FOR PERMISSION TO PUBLISH A COMPLETE PAPER WRITE TO: DIME UNIVERSITY OF GENOA, PROF. AGOSTINO G. BRUZZONE, VIA OPERA PIA 15, 16145 GENOVA, ITALY OR TO DIMEG UNIVERSITY OF CALABRIA, PROF. FRANCESCO LONGO, VIA P.BUCCI 45C, 87036 RENDE, ITALY. ADDITIONAL COPIES OF THE PROCEEDINGS OF THE EMSS ARE AVAILABLE FROM DIME UNIVERSITY OF GENOA, PROF. AGOSTINO G. BRUZZONE, VIA OPERA PIA 15, 16145 GENOVA, ITALY OR FROM DIMEG UNIVERSITY OF CALABRIA, PROF. FRANCESCO LONGO, VIA P.BUCCI 45C, 87036 RENDE, ITALY. ISBN 978-88-85741-05-8 (Paperback) ISBN 978-88-85741-08-9 (PDF) Proceedings of the Int. Conf. on Harbor Maritime and Multimodal Logistics M&S, 2018 ISBN 978-88-85741-08-9; Bottani, Bruzzone, Longo, Merkuryev and Piera Eds. II THE 20TH INTERNATIONAL CONFERENCE ON HARBOR, MARITIME & MULTIMODAL LOGISTICS MODELLING AND SIMULATION SEPTEMBER 17 - 19 2018 BUDAPEST, HUNGARY ORGANIZED BY DIME – UNIVERSITY OF GENOA LIOPHANT SIMULATION SIMULATION TEAM IMCS – INTERNATIONAL MEDITERRANEAN & LATIN AMERICAN COUNCIL OF SIMULATION DIMEG, UNIVERSITY OF CALABRIA MSC-LES, MODELING & SIMULATION CENTER, LABORATORY OF ENTERPRISE SOLUTIONS HUNGARIAN ACADEMY OF SCIENCES CENTRE FOR ENERGY RESEARCH AUTONOMOUS UNIVERSITY OF BARCELONA MODELING AND SIMULATION CENTER OF EXCELLENCE (MSCOE) LATVIAN SIMULATION CENTER – RIGA TECHNICAL UNIVERSITY LOGISIM LSIS – LABORATOIRE DES SCIENCES DE L’INFORMATION ET DES SYSTEMES MIMOS – MOVIMENTO ITALIANO MODELLAZIONE E SIMULAZIONE MITIM PERUGIA CENTER – UNIVERSITY OF PERUGIA BRASILIAN SIMULATION CENTER, LAMCE-COPPE-UFRJ Proceedings of the Int. Conf. on Harbor Maritime and Multimodal Logistics M&S, 2018 ISBN 978-88-85741-08-9; Bottani, Bruzzone, Longo, Merkuryev and Piera Eds. III MITIM - MCLEOD INSTITUTE OF TECHNOLOGY AND INTEROPERABLE MODELING AND SIMULATION – GENOA CENTER M&SNET - MCLEOD MODELING AND SIMULATION NETWORK LATVIAN SIMULATION SOCIETY ECOLE SUPERIEURE D'INGENIERIE EN SCIENCES APPLIQUEES FACULTAD DE CIENCIAS EXACTAS. INGEGNERIA Y AGRIMENSURA UNIVERSITY OF LA LAGUNA CIFASIS: CONICET-UNR-UPCAM INSTICC - INSTITUTE FOR SYSTEMS AND TECHNOLOGIES OF INFORMATION, CONTROL AND COMMUNICATION NATIONAL RUSSIAN SIMULATION SOCIETY CEA - IFAC UNIVERSITY OF BORDEAUX UNIVERSITY OF CYPRUS DUTCH BENELUX SIMULATION SOCIETY I3M 2018 INDUSTRIAL SPONSORS CAL-TEK SRL LIOTECH LTD MAST SRL SIM-4-FUTURE Proceedings of the Int. Conf. on Harbor Maritime and Multimodal Logistics M&S, 2018 ISBN 978-88-85741-08-9; Bottani, Bruzzone, Longo, Merkuryev and Piera Eds. IV I3M 2018 MEDIA PARTNERS INDERSCIENCE PUBLISHERS – INTERNATIONAL JOURNAL OF SIMULATION AND PROCESS MODELING INDERSCIENCE PUBLISHERS – INTERNATIONAL JOURNAL OF SERVICE AND COMPUTING ORIENTED MANUFACTURING IGI GLOBAL – INTERNATIONAL JOURNAL OF PRIVACY AND HEALTH INFORMATION MANAGEMENT (IJPHIM) HALLDALE MEDIA GROUP: THE MILITARY SIMULATION AND TRAINING MAGAZINE HALLDALE MEDIA GROUP: THE JOURNAL FOR HEALTHCARE EDUCATION, SIMULATION AND TRAINING SAGE SIMULATION TRANSACTION OF SCS DE GRUYTER INTERNATIONAL JOURNAL OF FOOD ENGINEERING MDPI - SUSTAINABILITY EUROMERCI: THE ITALIAN MONTHLY LOGISTICS JOURNAL Proceedings of the Int. Conf. on Harbor Maritime and Multimodal Logistics M&S, 2018 ISBN 978-88-85741-08-9; Bottani, Bruzzone, Longo, Merkuryev and Piera Eds. V EDITORS ELEONORA BOTTANI UNIVERSITY OF PARMA, ITALY [email protected] AGOSTINO BRUZZONE MITIM-DIME, UNIVERSITY OF GENOA, ITALY [email protected] FRANCESCO LONGO DIMEG, UNIVERSITY OF CALABRIA, ITALY [email protected] YURI MERKURYEV RIGA TECHNICAL UNIVERSITY, LATVIA [email protected] MIQUEL ANGEL PIERA AUTONOMOUS UNIVERSITY OF BARCELONA, SPAIN [email protected] Proceedings of the Int. Conf. on Harbor Maritime and Multimodal Logistics M&S, 2018 ISBN 978-88-85741-08-9; Bottani, Bruzzone, Longo, Merkuryev and Piera Eds. VI THE INTERNATIONAL MULTIDISCIPLINARY MODELING AND SIMULATION MULTICONFERENCE, I3M 2018 GENERAL CO-CHAIRS AGOSTINO BRUZZONE, MITIM DIME, UNIVERSITY OF GENOA, ITALY MIQUEL ANGEL PIERA, AUTONOMOUS UNIVERSITY OF BARCELONA, SPAIN PROGRAM CO-CHAIRS FRANCESCO LONGO, DIMEG, UNIVERSITY OF CALABRIA, ITALY YURY MERKURYEV, RIGA TECHNICAL UNIVERSITY, LATVIA THE 20TH INTERNATIONAL CONFERENCE ON HARBOUR, MARITIME & MULTIMODAL LOGISTICS MODELLING AND SIMULATION, HMS 2018 GENERAL CO-CHAIRS AGOSTINO BRUZZONE, MITIM – GENOA CENTER UNIVERSITY OF GENOA, ITALY YURI MERKURYEV, RIGA TECHNICAL UNIVERSITY, LATVIA PROGRAM CO-CHAIRS ELEONORA BOTTANI, UNIVERSITY OF PARMA, ITALY MIQUEL ANGEL PIERA, AUTONOMOUS UNIVERSITY OF BARCELONA, SPAIN Proceedings of the Int. Conf. on Harbor Maritime and Multimodal Logistics M&S, 2018 ISBN 978-88-85741-08-9; Bottani, Bruzzone, Longo, Merkuryev and Piera Eds. VII HMS 2018 INTERNATIONAL PROGRAM COMMITTEE TRACKS AND WORKSHOP CHAIRS MICHAEL AFFENZELLER, UNIVERSITY OF APPLIED SCIENCES, AUSTRIA ELEONORA BOTTANI, UNIVERSITY OF PARMA, ITALY MODELLING & SIMULATION IN LOGISTICS, TRAFFIC AND AGOSTINO BRUZZONE, UNIVERSITY OF GENOA, ITALY TRANSPORTATION ELVEZIA M. CEPOLINA, UNIVERSITY OF GENOA, ITALY CHAIR: DIEGO CRESPO PEREIRA, UNIVERSITY OF LA CORUNA, DIEGO CRESPO PEREIRA, UNIVERSITY OF LA CORUNA, SPAIN SPAIN BRANISLAV DRAGOVIC, UNIVERSITY OF MONTENEGRO, MONTENEGRO ALEJANDRO GARCIA DEL VALLE, UNIVERSITY OF LA CORUNA, SPAIN SIMULATION METAMODELLING AND OPTIMISATION IN MANFRED GRONALT, UNIVERSITY OF NATURAL RESOURCES AND APPLIED LIFE LOGISTICS AND SUPPLY CHAINS SCIENCES, AUSTRIA WITOLD JACAK, UNIVERSITY OF APPLIED SCIENCES, AUSTRIA CHAIRS: EDWARD WILLIAMS, PMC-DEARBORN, USA; GALINA THOMAS KERN, UNIVERSITY OF APPLIED SCIENCES, AUSTRIA MERKURYEVA, RIGA TECHNICAL UNIVERSITY, LATVIA FRANCESCO LONGO, UNIVERSITY OF CALABRIA, ITALY MARINA MASSEI, UNIVERSITY OF GENOA, ITALY INTERMODAL TRANSPORTATION SYSTEMS AND SERVICES YURI MERKURYEV, RIGA TECHNICAL UNIVERSITY, LATVIA CHAIR: MANFRED GRONALT, UNIVERSITY OF NATURAL GALINA MERKURYEVA, RIGA TECHNICAL UNIVERSITY, LATVIA RESOURCES AND APPLIED LIFE SCIENCES, AUSTRIA ROBERTO MONTANARI, UNIVERSITY OF PARMA, ITALY LETIZIA NICOLETTI, CAL-TEK SRL, ITALY ODELING AND IMULATION OF OGISTICS ETWORKS ANTONIO PADOVANO, UNIVERSITY OF CALABRIA, ITALY M S L N MIQUEL ANGEL PIERA, AUTONOMOUS UNIVERSITY OF BARCELONA, SPAIN CHAIRS: TOBIAS REGGELIN, OTTO VON GUERICKE UNIVERSITY TOBIAS REGGELIN, OTTO VON GUERICKE UNIVERSITY MAGDEBURG, MAGDEBURG/FRAUNHOFER IFF, GERMANY; ALEJANDRO GERMANY GARCIA, UNIVERSITY OF LA CORUNA, SPAIN ANDREAS RIENER, TECHNISCHE HOCHSCHULE INGOLSTADT, GERMANY EDWARD WILLIAMS, PMC-DEARBORN, USA MODELLING & SIMULATION FOR INVENTORY MANAGEMENT NENAD ZRNIC, UNIVERSITY OF BELGRADE, SERBIA AND LOGISTICS CHAIRS: ELEONORA BOTTANI, UNIVERSITY OF PARMA, ITALY; ROBERTO MONTANARI, UNIVERSITY OF PARMA, ITALY INNOVATIVE TRANSPORT SYSTEMS FOR URBAN AREAS AND URBAN FREIGHT TRANSPORT CHAIR: ELVEZIA M. CEPOLINA, UNIVERSITY OF GENOA, ITALY WORKSHOP ON MODELING & SIMULATION IN E-MOBILITY CHAIRS: THOMAS KERN, UNIVERSITY OF APPLIED SCIENCES AUSTRIA; MICHAEL AFFENZELLER, UNIVERSITY OF APPLIED CIENCES USTRIA ITOLD ACAK NIVERSITY OF PPLIED S , A ; W J , U A SCIENCES, AUSTRIA PLANNING SUSTAINABLE TRANSPORT SYSTEMS CHAIRS: AGOSTINO BRUZZONE, DIME UNIVERSITY OF GENOA, ITALY; MIQUEL ANGEL PIERA, UAB AUTONOMOUS UNIVERSITY OF BARCELONA, SPAIN PORTS AND TERMINALS MODELLING CHAIRS: BRANISLAV DRAGOVIĆ, UNIVERSITY OF MONTENEGRO, MONTENEGRO; NENAD ZRNIĆ, UNIVERSITY OF BELGRADE, SERBIA SIMULATION-BASED TESTING FOR AUTONOMOUS/CONNECTED DRIVING CHAIR: ANDREAS RIENER, TECHNISCHE HOCHSCHULE INGOLSTADT (THI), GERMANY, CARISSMA (CENTER OF AUTOMOTIVE RESEARCH ON INTEGRATED SAFETY SYSTEMS AND MEASUREMENT AREA) MODELLING URBAN LOGISTICS SYSTEMS CHAIR: MANFRED GRONALT, UNIVERSITY OF NATURAL RESOURCES AND APPLIED LIFE SCIENCES, AUSTRIA Proceedings of the Int. Conf. on Harbor Maritime and Multimodal Logistics M&S, 2018 ISBN 978-88-85741-08-9; Bottani, Bruzzone, Longo, Merkuryev and Piera Eds. VIII WELCOME MESSAGE 2018 It is a huge pleasure and honor to welcome all the attendees to the 20th edition of the International Conference on Harbor, Maritime and Multimodal Logistics Modeling & Simulation (HMS 2018) in the wonderful framework of Budapest. This year the HMS International Program Committee has selected high quality scientific articles that show how scientists working in the “Logistics research arena” are active
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