GIS Routing and Modelling of Residential Waste Collection for Operational Management and Cost Optimization

被引:0
|
作者
Billa, L. [1 ,2 ]
Pradhan, B. [2 ]
Yakuup, A. [3 ]
机构
[1] Univ Nottingham, Sch Geog, Semenyih 43500, Selangor, Malaysia
[2] Univ Putra Malaysia, Fac Engn, GISRC, Serdang 43400, Selangor, Malaysia
[3] Univ Technol Malaysia, Unit GIS Spatial Planning UGiSP, Bur Innovat & Consultancy, Skudai 81310, Johon, Malaysia
来源
关键词
Route optimization; GIS; Waste collection; Operational cost; Malaysia;
D O I
暂无
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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.
引用
收藏
页码:193 / 211
页数:19
相关论文
共 50 条
  • [1] TapeYty - Software for routing management of urban waste collection using GIS modelling
    Quinonez, Francisco
    Benitez, Andrea
    Garcia-Diaz, Maria E.
    Pinto-Roa, Diego P.
    Meza, Jorge
    [J]. 2019 XLV LATIN AMERICAN COMPUTING CONFERENCE (CLEI 2019), 2019,
  • [2] The smart waste collection routing problem: Alternative operational management approaches
    Pereira Ramos, Tania Rodrigues
    de Morais, Carolina Soares
    Barbosa-Povoa, Ana Paula
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2018, 103 : 146 - 158
  • [3] COST OF RESIDENTIAL SOLID WASTE COLLECTION
    TANAKA, M
    PARTRIDG.LJ
    [J]. JOURNAL OF THE SANITARY ENGINEERING DIVISION-ASCE, 1972, 98 (NSA2): : 466 - &
  • [4] COST OF RESIDENTIAL SOLID WASTE COLLECTION
    CARTER, RH
    YOUNGBLO.WM
    [J]. JOURNAL OF THE SANITARY ENGINEERING DIVISION-ASCE, 1972, 98 (NSA4): : 663 - &
  • [5] COST OF RESIDENTIAL SOLID WASTE COLLECTION
    CLARK, RM
    GRUPENHO.BL
    GARLAND, GA
    KLEE, AJ
    [J]. JOURNAL OF THE SANITARY ENGINEERING DIVISION-ASCE, 1971, 97 (NSA5): : 563 - &
  • [6] Clustered vehicle routing problem for waste collection with smart operational management approaches
    Kim, Jungmin
    Manna, Apurba
    Roy, Arindam
    Moon, Ilkyeong
    [J]. INTERNATIONAL TRANSACTIONS IN OPERATIONAL RESEARCH, 2023, 32 (02) : 863 - 887
  • [7] Interactions of residential waste composition and collection truck compartment design on GIS route optimization
    Hoang Lan Vu
    Ng, Kelvin Tsun Wai
    Fallah, Bahareh
    Richter, Amy
    Kabir, Golam
    [J]. WASTE MANAGEMENT, 2020, 102 (102) : 613 - 623
  • [8] COST OF RESIDENTIAL SOLID-WASTE COLLECTION
    CLARK, RM
    GRUPENHO.BJ
    GARLAND, GA
    KLEE, AJ
    [J]. JOURNAL OF THE ENVIRONMENTAL ENGINEERING DIVISION-ASCE, 1973, 99 (NEE2): : 155 - 155
  • [9] Routing optimization for waste management
    Sahoo, S
    Kim, S
    Kim, BI
    Kraas, B
    Popov, A
    [J]. INTERFACES, 2005, 35 (01) : 24 - 36
  • [10] Optimization of Vehicle Routing for Waste Collection and Transportation
    Wu, Hailin
    Tao, Fengming
    Yang, Bo
    [J]. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2020, 17 (14) : 1 - 26