Proceedings of the 3rd International Conference on Business and Management of Technology (ICONBMT 2021)

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Standard Operating Procedure Optimization of Resource Level for Hospital Waste Handling Using Hybrid DES-ABM Simulation, Genetic Algorithm, and Goal Programming

Authors
Danica Virlianda Marsha1, *, Riyanarto Sarno1, *, Kelly Rossa Sungkono1, *
1Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia
Corresponding Authors
Danica Virlianda Marsha, Riyanarto Sarno, Kelly Rossa Sungkono
Available Online 31 December 2021.
DOI
10.2991/aebmr.k.211226.012How to use a DOI?
Keywords
hospital resource; optimization; simulation; waste
Abstract

The emergence of the Covid-19 pandemic has caused several changes in healthcare services carried out by hospitals. Covid-19 has caused increasing waste generated from medical activities and operational service activities, in which the Standard Operating Procedure (SOP) has been adjusted due to new regulations to prevent cross-contamination during this pandemic. The increasing number of wastes generated and changes in SOP could have impacted on spending more costs for processing medical waste caused by Covid-19 operational services and causes longer service time. The purpose of this study was to find the optimum value of resource level based on operational costs and service time from the medical waste handling developed with hybrid Discrete Event Simulation – Agent-Based Modelling (DES-ABM) to capture real-time events. To find optimum value, optimization techniques such as Genetic Algorithm and Goal Programming are also used. Optimization from this research results in 17 alternatives of resource level from a total of 100 generations and 20 initial design point. The best design point found could reduce the waiting time by 26.87 minutes, reduce completion time by 506.82 minutes, and reduce cost IDR117,144 from the initial resource level used by the hospital.

Copyright
© 2021 The Authors. Published by Atlantis Press International B.V.
Open Access
This is an open access article under the CC BY-NC license.

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Volume Title
Proceedings of the 3rd International Conference on Business and Management of Technology (ICONBMT 2021)
Series
Advances in Economics, Business and Management Research
Publication Date
31 December 2021
ISBN
978-94-6239-503-9
ISSN
2352-5428
DOI
10.2991/aebmr.k.211226.012How to use a DOI?
Copyright
© 2021 The Authors. Published by Atlantis Press International B.V.
Open Access
This is an open access article under the CC BY-NC license.

Cite this article

risenwbib
TY  - CONF
AU  - Danica Virlianda Marsha
AU  - Riyanarto Sarno
AU  - Kelly Rossa Sungkono
PY  - 2021
DA  - 2021/12/31
TI  - Standard Operating Procedure Optimization of Resource Level for Hospital Waste Handling Using Hybrid DES-ABM Simulation, Genetic Algorithm, and Goal Programming
BT  - Proceedings of the 3rd International Conference on Business and Management of Technology (ICONBMT 2021)
PB  - Atlantis Press
SP  - 87
EP  - 94
SN  - 2352-5428
UR  - https://doi.org/10.2991/aebmr.k.211226.012
DO  - 10.2991/aebmr.k.211226.012
ID  - Marsha2021
ER  -