Sustainable forestry logistics: Using modified A-star algorithm for efficient timber transportation route optimization

被引:0
作者
Veisi, Omid [1 ,2 ]
Moradi, Mohammad Amin [3 ]
Gharaei, Beheshteh [4 ]
Maleki, Farid Jabbari [5 ]
Rahbar, Morteza [6 ]
机构
[1] Univ Siegen, Business Informat & New Media, Siegen, Germany
[2] Univ Toronto, Sch Informat, Toronto, ON, Canada
[3] Univ Coll Rouzbahan, Sch Architecture & Engn, Mazandaran, Iran
[4] Islamic Azad Univ, Dept Architecture, Damavand Branch, Damavand, Iran
[5] MUT Univ Tehran, Telecommun Engn, Tehran, Iran
[6] Iran Univ Sci & Technol, Sch Architecture & Environm Design, Tehran, Iran
关键词
Sustainable transportation; A-star algorithm; Forest road network; Forestry logistics; Route optimization; BIOMASS SUPPLY CHAIN; HARVESTING INTENSITY; ROAD; NETWORK; MANAGEMENT; OPERATIONS; WOOD; DESIGN; TRUCKS;
D O I
10.1016/j.forpol.2025.103456
中图分类号
F [经济];
学科分类号
02 ;
摘要
The use of brown, recyclable wood resources has significant importance in a country like Canada, given their abundant availability. Nevertheless, the conveyance of these timber resources to wood recycling facilities offers many economic and environmental benefits to pertinent entities. One potential drawback is that the forest ecosystem could endure substantial harm and ultimately disappear if every road were utilized as access points for timber-transporting vehicles. The main aim of this project is to collect the maximum amount of recycled wood using a minimum forest road network to achieve smart logistics systems. An additional objective of this research is to ascertain the optimal search radius and blocks of area for conducting woodland searches at each station, taking into consideration the quantity of collected wood. The methodology employed in this study involves the application of geometric networking integration techniques in Geographic Information Systems to generate integrated maps using the forest route data, and a modified A-Star algorithm is utilized to efficiently determine the optimal wood recycling forest road. The study's results suggest that using the Modified A-Star algorithm enables a recycling rate between 50 % and 70 % for the collection of all wood items while utilizing just 10 % of the road network. This approach and technique might be used in future research conducted in countries with similar forest coverage levels.
引用
收藏
页数:24
相关论文
共 92 条
[1]   Surplus forest biomass - The cost of utilisation through optimised logistics and fuel upgrading in northern Sweden [J].
Agar, David A. ;
Svanberg, Martin ;
Lindh, Ingemar ;
Athanassiadis, Dimitris .
JOURNAL OF CLEANER PRODUCTION, 2020, 275
[2]  
Ahmadvand S., 2023, Supply Chain Optimization of Forest-Based Biomass for Gasification Considering Uncertainties, DOI [10.14288/1.0435209, DOI 10.14288/1.0435209]
[3]  
Ahmadvand S., Supply Chain Optimization of Forest-Based Biomass for Gasification Considering Uncertainties
[4]   Bi-objective optimization of forest-based biomass supply chains for minimization of costs and deviations from safety stock [J].
Ahmadvand, Sahar ;
Khadivi, Maziyar ;
Arora, Rohit ;
Sowlati, Taraneh .
ENERGY CONVERSION AND MANAGEMENT-X, 2021, 11
[5]  
Akay A. E., 2013, Bartin Orman Fakultesi Dergisi, V15, P49
[6]   An online optimization approach to post-disaster road restoration [J].
Akbari, Vahid ;
Shiri, Davood ;
Salman, F. Sibel .
TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 2021, 150 (150) :1-25
[7]   Operational Parameters of Logging Trucks Working in Mountainous Terrains of the Western Carpathians [J].
Allman, Michal ;
Dudakova, Zuzana ;
Jankovsky, Martin ;
Merganic, Jan .
FORESTS, 2021, 12 (06)
[8]  
Alrassy P., 2020, Master's thesis
[9]   A Deep Learning-Based Model to Reduce Costs and Increase Productivity in the Case of Small Datasets: A Case Study in Cotton Cultivation [J].
Amani, Mohammad Amin ;
Marinello, Francesco .
AGRICULTURE-BASEL, 2022, 12 (02)
[10]  
Amishev D., 2014, New Forest Management Approaches to Steep Hills