Results 1 to 10 of about 856 (110)
One-class classification model for intelligent fault diagnosis of mine ventilation systems [PDF]
Scientific ReportsTo address the problem of fault branch recognition in mine ventilation systems, a one-class classification algorithm is introduced to construct the MC-OCSVM ventilation system fault diagnosis model, which is integrated with multiple OCSVMs. This model adopts uniform hyperparameters and transforms the ventilation system fault diagnosis problem into a ...
Luo W, Zhao Y.
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Research and design of intelligent mine ventilation construction architecture
International Journal of Low-Carbon Technologies, 2022 Abstract The mine ventilation system plays a role in purifying the air and providing a good working environment in coal mine production. Aiming at the unclear concept and inconsistency in solving problems in the process of intelligent construction of mine ventilation system, this paper conducts exploratory research on the connotation of ...
Xu Huang, Yunlong Liu
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Intelligent Ventilation Systems in Mining Engineering: Is ZigBee WSN Technology the Best Choice? [PDF]
Applied System Innovation, 2021 With the continuous development and progress of the mining industry, various technologies in mining engineering have gradually developed towards the intelligent stage, and the ventilation system is no exception. Since ancient times, mine ventilation has been a necessary part of mining engineering, and so the optimization of mine ventilation undoubtedly
Haoxuan Yu +2 more
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Multi-Objective Intelligent Decision and Linkage Control Algorithm for Mine Ventilation
Energies, 2022 A novel bare-bones particle swarm optimization (BBPSO) algorithm is proposed to realize intelligent mine ventilation decision-making and overcome the problems of low precision, low speed, and difficulty in converging on an optimal global solution. The proposed method determines the decision objective function based on the minimal power consumption and ...
Junqiao Li, Yucheng Li, Li Yucheng
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Application of artificial intelligence in mine ventilation: a brief review. [PDF]
Front Artif IntellIn recent years, there has been a notable integration of artificial intelligence (AI) technologies into mine ventilation systems. A mine ventilation network presents a complex system with numerous interconnected processes, some of which pose challenges for deterministic simulation methods. The utilization of machine learning techniques and evolutionary
Semin M, Kormshchikov D.
europepmc +4 more sources
Intelligent decision-making for mine ventilation systems based on graph neural network and deep reinforcement learning fusion [PDF]
Scientific ReportsZhang K, Yang X, Li H.
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Intelligent Mining of Urban Ventilation Corridors Based on High-Precision Oblique Photographic Images [PDF]
Sensors, 2021 With the advancement of urbanization and the impact of industrial pollution, the issue of urban ventilation has attracted increasing attention. Research on urban ventilation corridors is a hotspot in the field of urban planning. Traditional studies on ventilation corridors mostly focus on qualitative or simulated research on urban climate issues such ...
Chaoxiang Chen +5 more
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Design of mine ventilation intelligent control system
Meikuang Anquan, 2022 Mine ventilation system is the “lung” of the mine, maintaining the underground working environment, and ensuring the health and life safety of underground personnel. With the continuous development of intelligent technology in recent years, China has put forward the safety production guiding ideology of “mechanized replacement, intelligent reduction ...
LI Zuoquan +4 more
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Research progress of mine intelligent ventilation theory and technology
Meitan kexue jishu, 2023 The safety assurance of intelligent mine building in China is intelligent mine ventilation. The idea of intelligent sensing and interactive control of underground ventilation human-machine-loop integrated information flow is pointed out based on the “combination of level and battle” in order to genuinely accomplish intelligent mine ventilation ...
ZHOU Fubao +4 more
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