3 Results Found

Advanced Search

Select all

Results per page

Select all

Article

23 Citations

5,627 Views

19 Pages

Study of a Gray Genetic BP Neural Network Model in Fault Monitoring and a Diagnosis System for Dam Safety

Hai-Feng Liu,
Chao Ren,
Zhong-Tian Zheng,
Yue-Ji Liang and
Xian-Jian Lu

ISPRS Int. J. Geo-Inf.2018, 7(1), 4;https://doi.org/10.3390/ijgi7010004

-

27 December 2017

In this paper, a self-diagnosis system of observer fault with linear and non-linear combination is studied in light of the unstable performance of the automatic monitoring system and the drift of the measured value. The system makes a prediction step...

Full Article

Article

31 Citations

3,432 Views

15 Pages

Prediction of the First Weighting from the Working Face Roof in a Coal Mine Based on a GA-BP Neural Network

Tingjiang Tan,
Zhen Yang,
Feng Chang and
Ke Zhao

Appl. Sci.2019, 9(19), 4159;https://doi.org/10.3390/app9194159

-

3 October 2019

The accidents caused by roof pressure seriously restrict the improvement of mines and threaten production safety. At present, most coal mine pressure forecasting methods still rely on expert experience and engineering analogies. Artificial neural net...

Full Article

Article

2 Citations

1,466 Views

35 Pages

Improvement of an Artificial Intelligence Algorithm Prediction Model Based on the Similarity Method: A Case Study of Office Building Cooling Load Prediction

Tianhao Yuan,
Zeyu Liu,
Linlin Zhang,
Dongyang Fan and
Jun Chen

Processes2023, 11(12), 3389;https://doi.org/10.3390/pr11123389

-

7 December 2023

Artificial intelligence algorithms (AIAs) have gained widespread adoption in air conditioning load prediction. However, their prediction accuracy is substantially influenced by the quality of training samples. To improve the prediction accuracy of ai...

Full Article