Application of data mining in Iran's Artisanal and Small-Scale mines challenges analysis

ShakorShahabi, Reza; Qarahasanlou, Ali Nouri; Azimi, Seyed Reza; Mottahedi, Adel

doi:10.1016/j.resourpol.2021.102337

Cited by 11 publications

(4 citation statements)

References 18 publications

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“…Consequently, the healthcare SC is an ecosystem consisting of organizations, individuals, technologies, activities, information, and resources that facilitate the manufacturer’s cost-effective delivery of health products, vaccines, and other drugs [ 37 , 38 ]. The primary purpose of healthcare SCs is to ensure rapid healthcare delivery systems to the citizens of a country, regardless of their geographical location, and respond to the patients’ diverse needs [ 39 ].…”

Section: Literature Reviewmentioning

confidence: 99%

System dynamics model for an agile pharmaceutical supply chain during COVID‑19 pandemic in Iran

Hamzehlou

2024

PLoS ONE

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Unpredictable changes in the current business environment have made organizations pay attention to the concept of agility. This concept is a key feature to survive and compete in turbulent markets while considering customers’ fluctuating needs. An organization’s agility is a function of its supply chain’s agility. The present study offers a System Dynamics (SD) model for Iran’s Pharmaceutical Supply Chain (PSC). The model is presented in three steps. First, the Supply Chain (SC) indicators were extracted based on theoretical foundations and literature review results. Second, an SD model of the PSC was extracted in the context of the COVID‑19 pandemic with the necessary analyses. Finally, the desired outputs and strategies were obtained by conducting a case study. The results indicated that the PSC’s highest agility could be guaranteed by the simultaneous implementation of three strategies: investment, Human Capital Development (HCD), and accelerated completion of ongoing projects on a priority basis. According to these results, the organization had better determine the amount of capital and workforce required for ongoing projects, then design funding solutions to implement these projects and implement them according to the projects’ priority.

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Section: Literature Reviewmentioning

confidence: 99%

System dynamics model for an agile pharmaceutical supply chain during COVID‑19 pandemic in Iran

Hamzehlou

2024

PLoS ONE

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“…Publishing regulations for protecting natural resources, applying limits and penalties for the factories with unhealthy processes, and holding training workshops to improve the knowledge of all the members in a mining society (mine owner, miner, investor, and shareholder) about mining negative impacts on the environment are the actions must be taken to overcome the problems in mining operating conditions (ShakorShahabi et al, 2021). Learning modern mining skills, especially in mineral processing, can be considered one of the solutions.…”

Section: The Mine Operation Conditionsmentioning

confidence: 99%

Introducing Sustainable Development and Reviewing Environmental Sustainability in the Mining Industry

Qarahasanlou

Khanzadeh

Shahabi

et al. 2022

MGPB

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A comprehensive systemic approach is needed to make effective decisions for global sustainability. The system’s points of view introduced sustainable development (S.D.) and sustainability in prior years. Sustainable development is expressed as a desire followed by humanity to live in a better condition considering all the limits that nature could have. Social, environmental, and economic responsibilities are the wide-ranging developmental characteristics that form sustainability. In this paper, with the help of search engines like Scopus and Web of Science, several documents related to environmental sustainability in the mining industry were studied. The principal investigated problems were tailings dam failure, forestland use in mining operations, social and environmental issues in crushed stone mining industries, landfill mining challenges, climatic problems, economic problems, and fatalities in artisanal and small-scale mines. Also, a table was designed to categorise these problems and determine the solution and primary goal. This study investigates the severity of mining operation conditions and environmental issues in this industry. The common environmental problems in the mining industry include soil degradation, deforestation, land subsidence, acid mine drainage, waste production, natural landscape destruction, coal production, carbon footprint, dust pollution, greenhouse gas emissions and climatic problems. To have a more sustainable mining industry, all the mining stages, from the exploration to the post-closure stages, must minimise resource and energy consumption and waste products.

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“…Under the background of economic globalization and informatization, to better adapt to socio-economic development and the transient market environment, enterprises nowadays are upholding the customer-oriented corporate cultures, and many enterprises have adopted informalized management mode [1][2][3][4]. The progress of the Internet of Things (IoT), Data Mining (DM), Cloud Computing (CC), and Artificial Intelligence (AI) technology have offered a better means for enterprise intelligent management [5][6][7][8]. As mass-production mode popularizes, more enterprises are striving to provide customized products and services at the cost and efficiency of mass production.…”

Section: Introductionmentioning

confidence: 99%

Mass Customization-Oriented Customer Demand Response Service Platform Based on Cloud Computing and Internet of Things

Hong-yi

Fan

2022

IEEE Access

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The purpose is to establish Mass Customization (MC)-oriented Customer Demand Response (CDR) service platform based on Cloud Computing (CC) and the Internet of Things (IoT). Firstly, the MCoriented Demand Response (DR) process and the characteristics of CC are analyzed. Secondly, an MCoriented CDR service platform system based on CC and IoT is proposed. Finally, the edge-cloud collaborative computing method is used to maintain the efficiency and stability of the CC platform, and the proposed method is compared with other state-of-art algorithms to further prove its effectiveness. The results show that the parameters φ and V have a significant impact on the queue size and operation cost. Compared with other methods, the operation cost of the proposed edge-cloud collaborative computing method is relatively low. Thus, the proposed edge-cloud collaborative computing method is more applicable in high-speed and low-speed data; it can also improve the resource utilization of the Data Center (DC) and reduce the operation cost. The research results provide a basis for the establishment of the MCoriented CDR service platform.

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Application of data mining in Iran's Artisanal and Small-Scale mines challenges analysis

Cited by 11 publications

References 18 publications

System dynamics model for an agile pharmaceutical supply chain during COVID‑19 pandemic in Iran

System dynamics model for an agile pharmaceutical supply chain during COVID‑19 pandemic in Iran

Introducing Sustainable Development and Reviewing Environmental Sustainability in the Mining Industry

Mass Customization-Oriented Customer Demand Response Service Platform Based on Cloud Computing and Internet of Things

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