Dispatch Optimization Model for Haulage Equipment between Stopes Based on Mine Short-Term Resource Planning

The working environment of underground mines is complicated, making it difficult to construct an underground mine production plan. In response to the requirements for the preparation of a short-term production plan for underground mines, an optimization model for short-term resource planning was con...

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Autores principales:	Ning Li, Shuzhao Feng, Haiwang Ye, Qizhou Wang, Mingtao Jia, Liguan Wang, Shugang Zhao, Dongfang Chen
Formato:	article
Lenguaje:	EN
Publicado:	MDPI AG 2021
Materias:	digital mine mine short-term production planning haulage equipment dispatch plan ABCA NSGA Mining engineering. Metallurgy TN1-997
Acceso en línea:	https://doaj.org/article/944e21bec1ab461fbb92dad8d8b81ff6
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id	oai:doaj.org-article:944e21bec1ab461fbb92dad8d8b81ff6
record_format	dspace
spelling	oai:doaj.org-article:944e21bec1ab461fbb92dad8d8b81ff62021-11-25T18:22:23ZDispatch Optimization Model for Haulage Equipment between Stopes Based on Mine Short-Term Resource Planning10.3390/met111118482075-4701https://doaj.org/article/944e21bec1ab461fbb92dad8d8b81ff62021-11-01T00:00:00Zhttps://www.mdpi.com/2075-4701/11/11/1848https://doaj.org/toc/2075-4701The working environment of underground mines is complicated, making it difficult to construct an underground mine production plan. In response to the requirements for the preparation of a short-term production plan for underground mines, an optimization model for short-term resource planning was constructed, with the goal of maximizing the total revenue during the planning period. The artificial bee colony optimization algorithm is used to solve the model using MATLAB. According to the basic requirements of underground mine ore haulage and ore hoisting, a haulage equipment inter-stopes dispatch plan model was constructed, with the primary goal of minimizing the haulage equipment wait time. A non-dominated sorting genetic algorithm is used to solve the optimization model. An underground mine is examined using the two models, and the optimization results are compared and verified with the scheme obtained by using traditional optimization algorithms. Results show that based on the improved optimization algorithm, the use of short-term production planning schemes to guide mine production operations can increase the haulage equipment utilization rate, thereby increasing mine production revenue.Ning LiShuzhao FengHaiwang YeQizhou WangMingtao JiaLiguan WangShugang ZhaoDongfang ChenMDPI AGarticledigital minemine short-term production planninghaulage equipment dispatch planABCANSGAMining engineering. MetallurgyTN1-997ENMetals, Vol 11, Iss 1848, p 1848 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	digital mine mine short-term production planning haulage equipment dispatch plan ABCA NSGA Mining engineering. Metallurgy TN1-997
spellingShingle	digital mine mine short-term production planning haulage equipment dispatch plan ABCA NSGA Mining engineering. Metallurgy TN1-997 Ning Li Shuzhao Feng Haiwang Ye Qizhou Wang Mingtao Jia Liguan Wang Shugang Zhao Dongfang Chen Dispatch Optimization Model for Haulage Equipment between Stopes Based on Mine Short-Term Resource Planning
description	The working environment of underground mines is complicated, making it difficult to construct an underground mine production plan. In response to the requirements for the preparation of a short-term production plan for underground mines, an optimization model for short-term resource planning was constructed, with the goal of maximizing the total revenue during the planning period. The artificial bee colony optimization algorithm is used to solve the model using MATLAB. According to the basic requirements of underground mine ore haulage and ore hoisting, a haulage equipment inter-stopes dispatch plan model was constructed, with the primary goal of minimizing the haulage equipment wait time. A non-dominated sorting genetic algorithm is used to solve the optimization model. An underground mine is examined using the two models, and the optimization results are compared and verified with the scheme obtained by using traditional optimization algorithms. Results show that based on the improved optimization algorithm, the use of short-term production planning schemes to guide mine production operations can increase the haulage equipment utilization rate, thereby increasing mine production revenue.
format	article
author	Ning Li Shuzhao Feng Haiwang Ye Qizhou Wang Mingtao Jia Liguan Wang Shugang Zhao Dongfang Chen
author_facet	Ning Li Shuzhao Feng Haiwang Ye Qizhou Wang Mingtao Jia Liguan Wang Shugang Zhao Dongfang Chen
author_sort	Ning Li
title	Dispatch Optimization Model for Haulage Equipment between Stopes Based on Mine Short-Term Resource Planning
title_short	Dispatch Optimization Model for Haulage Equipment between Stopes Based on Mine Short-Term Resource Planning
title_full	Dispatch Optimization Model for Haulage Equipment between Stopes Based on Mine Short-Term Resource Planning
title_fullStr	Dispatch Optimization Model for Haulage Equipment between Stopes Based on Mine Short-Term Resource Planning
title_full_unstemmed	Dispatch Optimization Model for Haulage Equipment between Stopes Based on Mine Short-Term Resource Planning
title_sort	dispatch optimization model for haulage equipment between stopes based on mine short-term resource planning
publisher	MDPI AG
publishDate	2021
url	https://doaj.org/article/944e21bec1ab461fbb92dad8d8b81ff6
work_keys_str_mv	AT ningli dispatchoptimizationmodelforhaulageequipmentbetweenstopesbasedonmineshorttermresourceplanning AT shuzhaofeng dispatchoptimizationmodelforhaulageequipmentbetweenstopesbasedonmineshorttermresourceplanning AT haiwangye dispatchoptimizationmodelforhaulageequipmentbetweenstopesbasedonmineshorttermresourceplanning AT qizhouwang dispatchoptimizationmodelforhaulageequipmentbetweenstopesbasedonmineshorttermresourceplanning AT mingtaojia dispatchoptimizationmodelforhaulageequipmentbetweenstopesbasedonmineshorttermresourceplanning AT liguanwang dispatchoptimizationmodelforhaulageequipmentbetweenstopesbasedonmineshorttermresourceplanning AT shugangzhao dispatchoptimizationmodelforhaulageequipmentbetweenstopesbasedonmineshorttermresourceplanning AT dongfangchen dispatchoptimizationmodelforhaulageequipmentbetweenstopesbasedonmineshorttermresourceplanning
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Dispatch Optimization Model for Haulage Equipment between Stopes Based on Mine Short-Term Resource Planning

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