A Comprehensive Intelligent Monitoring System for Mines

每个工人的健康都受到生物、身体、心理和其他个人特征的影响。这一比例在压力较大的采矿业要高得多，因为采矿业的工作繁重，而且往往很危险。不足为奇的是，这种工作场所疲劳是采矿业各类事故数量增加的主要原因。每年，采矿业都会因为这些事件而在生命和宝贵的基础设施方面遭受重大损失。尽管采矿业只雇用了全球劳动力的1%，但在全世界与工作有关的死亡中，采矿业约占8%(加拿大为8.2%)。不幸的是，其中许多都是可以预防的。尽管技术进步和更严格的监管有助于缓解采矿事故，但这一数字仍然太高，特别是在采矿业雇用了40多万名工人的情况下，这些工人大多来自偏远社区。理解这些问题并改善矿工的福祉需要以人为本。这反过来将减少采矿业中职业危害的数量和影响。在这个项目中，将开发一个全面的远程监测系统，除了实时收集矿工的位置和环境数据外，还将收集矿工的生物医学数据。这些多传感器数据将被融合，并将开发机器学习算法来分析和解释收集到的数据。这将使人们更好地了解矿工有效运作的能力、环境因素、他们的年龄、工作时间和其他生理条件之间的相关性。这一成果不仅将用于确保矿工的长期和短期福祉，还将有助于减少事故，提高生产率，优化矿山资源利用。这将与PBE加拿大公司合作完成，PBE加拿大公司是矿山和隧道通信和监测系统的全球领先者。

Every worker's health is influenced by biological, physical, psychological, and other individual traits. This percentage is much higher in the stressful mining sector where work is arduous and often dangerous. No surprise, this workplace fatigue is the primary reason for increased number of various accidents in the mining industry. Every year, the mining industry sees significant losses in terms of human lives and valuable infrastructure due to these incidents. Despite employing only 1% of the global workforce, the mining industry is responsible for approximately 8% of work-related fatalities worldwide (8.2% in Canada). Unfortunately, many of these are preventable. Although technological advancements and tighter regulations have helped in alleviating mining incidents, still the number is too high, especially when over 400,000 worker mostly from remote communities are employed by the mining industry.A human centric approach is necessary to understand the issues and to improve the well-being of miners. This in turn will reduce the number and the impact of occupational hazards in the mining industry. In this project, a comprehensive remote monitoring system will be developed to collect biomedical data from miners in addition to their location and environment data in real time. This multi-sensor data will be fused and Machine learning algorithms will be developed to analyze and interpret the collected data. This will create better understanding of the correlations among miners' ability to function efficiently, environmental factors, their age, work duration and other physiological conditions. The outcome will not only be used to ensure long- and short-term wellbeing of miners, it will also help to alleviate accidents and improve productivity and optimize resource usage in mines. This will be done in collaboration with PBE Canada, a global leader for communication and monitoring systems for mines and tunnels.