Smart Fleet Management System Based on Multi-agent Systems: Mining Context

Bnouachir, Hajar; Chergui, Meriyem; Zegrari, Mourad; Chakir, Ahmed; Deshayes, Laurent; Medromi, Hicham

doi:10.1007/978-3-030-90639-9_62

Cited by 3 publications

(2 citation statements)

References 18 publications

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“…The DFMS, tailored for open-pit mines, enables specialized productivity methods using mining equipment. This includes GPS-based machinery positioning, communication software/hardware, productivity reporting, maintenance, and vehicle health monitoring [15]. The system allows remote status monitoring, warning event handling, real-time vehicle health management, and operation tracking, thus enhancing fleet availability.…”

Section: Modular Mining Systemmentioning

confidence: 99%

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Comprehensive IoT-Driven Fleet Management System for Industrial Vehicles

Farahpoor,

Esparza,

Soriano

2024

IEEE Access

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In the context of fleet management, various challenges, including equipment breakdowns, rising maintenance costs, inefficient resource utilization, and outdated telematics systems, necessitate a transformative approach. Traditional telematics systems encounter limitations such as closed compatibility with specific brands, unique network protocols, and insufficient data analysis and decision-making support. Therefore, these challenges can be addressed by using IoT-driven solutions. This paper introduces an IoT-driven system called the "intelligent dispatching and health monitoring system" (IDHMS), which is designed to enhance fleet operations in industries such as mining, construction, and agriculture while addressing issues related to legacy telematics systems. The architecture of IDHMS is a comprehensive IoT-driven framework that integrates embedded hardware, cloud-based software, and flexible network infrastructure. This system facilitates real-time communication, gathering and analysis of data, and decision-making for fleet management in such industries. The IDHMS addresses the limitations of conventional telematics systems by offering standardized protocols, open APIs, robust security measures, comprehensive data analytics capabilities, and a multipurpose ecosystem. Its data-driven insights empower informed decision-making, drive continuous improvement, and enable strategic resource allocation for cost reduction, increased productivity, and competitiveness in dynamic industries. The practical implementation of IDHMS in significant Middle Eastern mines underscores its compatibility with multiple brands, scalability, and potential adoption in various industries.INDEX TERMS Cloud computing, embedded systems, fleet management, IoT, telematics.

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Section: Modular Mining Systemmentioning

confidence: 99%

“…Bnouachir et al presented an innovative architecture for an intelligent distributed FMS tailored for open-pit mines [15]. This architecture is designed to enhance production and efficiency through real-time data processing and is aligned with the user requirements and objectives.…”

Section: Related Workmentioning

confidence: 99%