Optimizing timber transportation planning for timber harvesting using bees algorithm in Malaysia

IF 8.4 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Journal of Environmental Management Pub Date : 2023-08-15 DOI:10.1016/j.jenvman.2023.117977
Jamhuri Jamaluddin , Norizah Kamarudin , Mohd Hasmadi Ismail , Siti Azfanizam Ahmad
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Abstract

Suitable extraction technique and the least cost while reducing the environmental impact is the primary concern in timber transportation planning in undulate topography. Two types of extraction machines with unique characteristics to be applied in timber harvest area in Malaysia is combined for timber harvesting with the aim each machine will extract timber suitable to their ability. A Bees Algorithm (BA) was proposed to find an optimum TTP for timber extraction, forest road, and landing locations with grid cell-sized 10 m × 10 m and attributed with fixed and variable costs. The result shows the log fisher (1351 timbers) as a preferable extraction technique with total cost of RM 86,551.73 than the crawler tractor (206 timbers); the timber extraction route is 2630 m for the log fisher and 9860 m for the crawler tractor with total cost of RM 10,453.03. The model finds a suitable timber extraction technique and estimates the extraction costs. Further studies are required to compare the BA with other optimization methods for better results.

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利用蜜蜂算法优化马来西亚木材采伐的木材运输规划
在波浪形地形中,合理的采伐技术和最低的成本是木材运输规划的首要问题。两种具有独特特征的提取机将应用于马来西亚的木材采伐地区,结合木材采伐,目的是每台机器将提取适合其能力的木材。提出了一种蜜蜂算法(BA),在网格单元大小为10 m × 10 m且具有固定和可变成本的情况下,寻找木材提取、森林道路和着陆点的最佳TTP。结果表明,原木渔车(1351根)比履带式拖拉机(206根)的总成本为86,551.73令吉,是一种较好的提取技术;采伐路线为原木渔船2630米,履带式拖拉机9860米,总成本为RM 10,453.03。该模型找到了合适的木材提取技术,并估算了提取成本。为了获得更好的结果,还需要进一步的研究将BA与其他优化方法进行比较。
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来源期刊
Journal of Environmental Management
Journal of Environmental Management 环境科学-环境科学
CiteScore
13.70
自引率
5.70%
发文量
2477
审稿时长
84 days
期刊介绍: The Journal of Environmental Management is a journal for the publication of peer reviewed, original research for all aspects of management and the managed use of the environment, both natural and man-made.Critical review articles are also welcome; submission of these is strongly encouraged.
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