GIS routing and modelling of residential waste collection for operational management and cost optimization

In this paper, optimum routing was developed based on the travel salesman method and integrated in ArcInfo GIS using linear programming. The results of the optimized travel distances and times for residential waste collection and routing to disposal site were used to calculate the number and type of...

Full description

Saved in:
Bibliographic Details
Main Authors: Billa, Lawal, Pradhan, Biswajeet, Yakuup, A.
Format: Article
Language:English
Published: Universiti Putra Malaysia Press 2014
Online Access:http://psasir.upm.edu.my/id/eprint/40564/1/47.%20GIS%20Routing%20and%20Modelling%20of%20Residential%20Waste%20Collection%20for.pdf
http://psasir.upm.edu.my/id/eprint/40564/
http://pertanika.upm.edu.my/Pertanika%20PAPERS/JST%20Vol.%2022%20(1)%20Jan.%202014/17%20Page%20193-212%20(JST%200359-2011).pdf
Tags: Add Tag
No Tags, Be the first to tag this record!
id my.upm.eprints.40564
record_format eprints
spelling my.upm.eprints.405642015-11-05T06:00:58Z http://psasir.upm.edu.my/id/eprint/40564/ GIS routing and modelling of residential waste collection for operational management and cost optimization Billa, Lawal Pradhan, Biswajeet Yakuup, A. In this paper, optimum routing was developed based on the travel salesman method and integrated in ArcInfo GIS using linear programming. The results of the optimized travel distances and times for residential waste collection and routing to disposal site were used to calculate the number and type of required track collection, labour requirement, costing of waste collection and to determine the overall solid waste management efficiency through waste management operation research methods. The objective of the study was to optimize residential collection and hauling to disposal site through operation cost minimization for Petaling Jaya Municipality in the state of Selangor, Malaysia. The study determined that with optimized routes and recycling possibilities, the total cost of waste collections could be reduced from RM90,372 to RM20,967, with a reduction of 76.8%. It was also revealed that optimum routes might not necessarily be the shortest distance from point A to point B as travel time maybe high on short distances due to traffic congestion and the presence of many traffic lights. Techniques and methods developed using general GIS have proven effective in route optimization and allowed management of data to suit local conditions and limitations of waste management for the studied area. Thus, scenarios of travel distances, time and waste quantity value generated from the GIS enabled appropriate determination of the number of waste trucks and labour requirements for the operation and the overall calculation of costs of waste management based on the operation research methods used in the study. Universiti Putra Malaysia Press 2014 Article PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/40564/1/47.%20GIS%20Routing%20and%20Modelling%20of%20Residential%20Waste%20Collection%20for.pdf Billa, Lawal and Pradhan, Biswajeet and Yakuup, A. (2014) GIS routing and modelling of residential waste collection for operational management and cost optimization. Pertanika Journal of Science & Technology, 22 (1). pp. 193-211. ISSN 0128-7680; ESSN: 2231-8526 http://pertanika.upm.edu.my/Pertanika%20PAPERS/JST%20Vol.%2022%20(1)%20Jan.%202014/17%20Page%20193-212%20(JST%200359-2011).pdf
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
description In this paper, optimum routing was developed based on the travel salesman method and integrated in ArcInfo GIS using linear programming. The results of the optimized travel distances and times for residential waste collection and routing to disposal site were used to calculate the number and type of required track collection, labour requirement, costing of waste collection and to determine the overall solid waste management efficiency through waste management operation research methods. The objective of the study was to optimize residential collection and hauling to disposal site through operation cost minimization for Petaling Jaya Municipality in the state of Selangor, Malaysia. The study determined that with optimized routes and recycling possibilities, the total cost of waste collections could be reduced from RM90,372 to RM20,967, with a reduction of 76.8%. It was also revealed that optimum routes might not necessarily be the shortest distance from point A to point B as travel time maybe high on short distances due to traffic congestion and the presence of many traffic lights. Techniques and methods developed using general GIS have proven effective in route optimization and allowed management of data to suit local conditions and limitations of waste management for the studied area. Thus, scenarios of travel distances, time and waste quantity value generated from the GIS enabled appropriate determination of the number of waste trucks and labour requirements for the operation and the overall calculation of costs of waste management based on the operation research methods used in the study.
format Article
author Billa, Lawal
Pradhan, Biswajeet
Yakuup, A.
spellingShingle Billa, Lawal
Pradhan, Biswajeet
Yakuup, A.
GIS routing and modelling of residential waste collection for operational management and cost optimization
author_facet Billa, Lawal
Pradhan, Biswajeet
Yakuup, A.
author_sort Billa, Lawal
title GIS routing and modelling of residential waste collection for operational management and cost optimization
title_short GIS routing and modelling of residential waste collection for operational management and cost optimization
title_full GIS routing and modelling of residential waste collection for operational management and cost optimization
title_fullStr GIS routing and modelling of residential waste collection for operational management and cost optimization
title_full_unstemmed GIS routing and modelling of residential waste collection for operational management and cost optimization
title_sort gis routing and modelling of residential waste collection for operational management and cost optimization
publisher Universiti Putra Malaysia Press
publishDate 2014
url http://psasir.upm.edu.my/id/eprint/40564/1/47.%20GIS%20Routing%20and%20Modelling%20of%20Residential%20Waste%20Collection%20for.pdf
http://psasir.upm.edu.my/id/eprint/40564/
http://pertanika.upm.edu.my/Pertanika%20PAPERS/JST%20Vol.%2022%20(1)%20Jan.%202014/17%20Page%20193-212%20(JST%200359-2011).pdf
_version_ 1643832752798171136
score 13.159267