Agent based digital twin of sorting terminal to improve efficiency and resiliency in parcel delivery

Souvik Barat, Vinay Kulkarni, Aditya Paranjape, Subramaniam Dhandapani, Solomon Manuelraj, Sai Prasad Parameswaran

Research output: Chapter in Book/Report/Conference proceedingConference PaperOther

1 Citation (Scopus)

Abstract

Open economy, globalization and effect of Covid19 pandemic are transforming the consumer behavior rapidly. The business is nudging consumers towards hyper consumption through online shopping, e-commerce and other conveniences with affordable cost. The companies from courier, express and parcel (CEP) industry are trying to capitalize on this opportunity by tying up with business to consumers (B2C) companies with a promise of delivering parcels to the doorstep in an ever-shrinking time window. In this endeavor, the conventional optimization-based planning approach to manage the fixed parcel payload is turning out to be inadequate. The CEP companies need to quickly adapt to the situation more frequently so as to be efficient and resilient in this growing demand situation. We propose an agent-based digital twin of the sorting terminal, a key processing element of parcel delivery operation, as an experimentation aid to: (i) explore and arrive at the right configuration of the existing sorting terminal infrastructure, (ii) be prepared for possible outlier conditions, and (iii) identify plausible solutions for mitigating the outlier conditions in an evidence-backed manner. This paper presents digital twin of the sorting terminal and demonstrates its use as “in silico” experimentation aid for domain experts to support evidence-backed decision-making.

Original languageEnglish
Title of host publicationAdvances in Practical Applications of Agents, Multi-Agent Systems, and Complex Systems Simulation. The PAAMS Collection - 20th International Conference, PAAMS 2022, Proceedings
EditorsFrank Dignum, Philippe Mathieu, Juan Manuel Corchado, Fernando De La Prieta, Juan Manuel Corchado
PublisherSpringer
Pages24-35
Number of pages12
ISBN (Print)9783031181917
DOIs
Publication statusPublished - 2022
Externally publishedYes
EventInternational Conference on Practical Applications of Agents and Multi-Agent Systems 2022 - L'Aquila, Italy
Duration: 13 Jul 202215 Jul 2022
Conference number: 20th
https://link.springer.com/book/10.1007/978-3-031-18192-4 (Proceedings)
https://www.paams.net (Website)

Publication series

NameLecture Notes in Computer Science
PublisherSpringer
Volume13616
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

ConferenceInternational Conference on Practical Applications of Agents and Multi-Agent Systems 2022
Abbreviated titlePAAMS 2022
Country/TerritoryItaly
CityL'Aquila
Period13/07/2215/07/22
Internet address

Keywords

  • Agent model
  • Decision making
  • Digital twin
  • Sorting terminal

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