Early warning control model and simulation study of engineering safety risk based on a convolutional neural network

Q Liu, Z Chen - Neural Computing and Applications, 2023 - Springer
According to the coexistence of fuzziness and randomness of risk factors in engineering
early warning, this paper proposes a risk early warning model based on a convolutional …

[Retracted] A Mobile Intelligent Mine Platform with a Hybrid Fuzzy NN and ATT‐CNN Prewarning Model

Y Wu, C Wu, J Wang, X Zhang… - … and Mobile Computing, 2022 - Wiley Online Library
Given the existence of coal production risk, effective prewarning is important to the reliability
and safety of coal mine. So, the development of a risk prewarning system has become an …

Research and implementation of intelligent risk recognition model based on engineering construction of neural network

J Luo, R Pan - Lecture Notes in Real-Time Intelligent Systems, 2018 - Springer
Since the reform and opening up, both domestic economy and people's living level acquire
great improvement. People also pay more strong attention to risk issues of on-going …

Real‐Time Warning Model of Highway Engineering Construction Safety Based on Internet of Things

H Song, H Yu, D Xiao, Y Li - Advances in civil engineering, 2021 - Wiley Online Library
Real‐time and effective early warning of highway engineering construction sites is the key to
ensuring the safety of highway engineering construction. At present, highway engineering …

Study on the situational awareness system of mine fire rescue using faster Ross Girshick-convolutional neural network

J Zhang, Y Jia, D Zhu, W Hu, Z Tang - IEEE Intelligent Systems, 2019 - ieeexplore.ieee.org
With the continuous development of society, with the advent of the era of big data, situational
awareness systems are gradually becoming well known and play an important role …

[HTML][HTML] Real-Time Early Safety Warning for Personnel Intrusion Behavior on Construction Sites Using a CNN Model

J Zhao, Y Xu, W Zhu, M Liu, J Zhao - Buildings, 2023 - mdpi.com
The high number of annual safety accidents and casualties reflects the problems of slow
detection of safety accidents and untimely early warnings in current construction safety …

Intelligent hierarchical management & control and information pre-warningsystem of coal mine safety risk

D WANG, J WANG, Z MENG, X ZHANG… - Coal Science and …, 2021 - mtkxjs.com.cn
Coal mine safety risk pre-warning is a key part of the safety guarantee in coal mining
process. When recording hidden safety hazard data in underground mines, collecting …

[HTML][HTML] Research on a risk early warning mathematical model based on data mining in China's coal mine management

K Yu, L Zhou, P Liu, J Chen, D Miao, J Wang - Mathematics, 2022 - mdpi.com
The degree of informatization of coal mine safety management is becoming higher and
higher, and a large amount of information is generated in this process. How to convert the …

An sand plug of fracturing intelligent early warning model embedded in remote monitoring system

H Liang, J Zou, MJ Khan, H Jinxuan - IEEE Access, 2019 - ieeexplore.ieee.org
In recent years, data mining technology has been widely used in different fields. For
petroleum industry, the application of data mining method not only can analyze the data …

[Retracted] Model and Simulation of Engineering Safety Risk Control Based on Artificial Intelligence Algorithm

Z Liu, X Zhao, J Tan, H Tian - International Transactions on …, 2022 - Wiley Online Library
The implementation of engineering projects has a profound impact on the national economy
and people's livelihood. The current engineering projects are in full swing with the vigorous …