scholarly journals Active neural predictive control of seismically isolated structures

2018 ◽  
Vol 25 (7) ◽  
pp. e2201
Author(s):  
Hamid Khodabandehlou ◽  
Gökhan Pekcan ◽  
M. Sami Fadali ◽  
Mohamed M.A. Salem
Keyword(s):  
Predictive Control ◽  
Isolated Structures ◽  
Seismically Isolated ◽  
Neural Predictive Control

Active neural predictive control of seismically isolated structures

2017 ◽  
Vol 25 (1) ◽  
pp. e2061 ◽  
Author(s):  
Hamid Khodabandehlou ◽  
Gökhan Pekcan ◽  
M. Sami Fadali ◽  
Mohamed M.A. Salem
Keyword(s):  
Predictive Control ◽  
Isolated Structures ◽  
Seismically Isolated ◽  
Neural Predictive Control

MODELING OF NEURAL PREDICTIVE CONTROL OF IRRIGATION MACHINES

2021 ◽  
pp. 14-22
Author(s):  
G. N. KAMYSHOVA ◽  
Keyword(s):  
Neural Networks ◽  
Artificial Neural Networks ◽  
Real Time ◽  
Predictive Control ◽  
Intelligent Control ◽  
Machine Learning Algorithms ◽  
Intelligent Control Systems ◽  
Artificial Neural ◽  
The One ◽  
Neural Predictive Control

The purpose of the study is to develop new scientific approaches to improve the efficiency of irrigation machines. Modern digital technologies allow the collection of data, their analysis and operational management of equipment and technological processes, often in real time. All this allows, on the one hand, applying new approaches to modeling technical systems and processes (the so-called “data-driven models”), on the other hand, it requires the development of fundamentally new models, which will be based on the methods of artificial intelligence (artificial neural networks, fuzzy logic, machine learning algorithms and etc.).The analysis of the tracks and the actual speeds of the irrigation machines in real time showed their significant deviations in the range from the specified speed, which leads to a deterioration in the irrigation parameters. We have developed an irrigation machine’s control model based on predictive control approaches and the theory of artificial neural networks. Application of the model makes it possible to implement control algorithms with predicting the response of the irrigation machine to the control signal. A diagram of an algorithm for constructing predictive control, a structure of a neuroregulator and tools for its synthesis using modern software are proposed. The versatility of the model makes it possible to use it both to improve the efficiency of management of existing irrigation machines and to develop new ones with integrated intelligent control systems.

Sensitivity of seismically isolated structures

2009 ◽  
Vol 38 (8) ◽  
pp. 989-1007 ◽  
Author(s):  
Ioannis Politopoulos ◽  
Hoan Khac Pham
Keyword(s):  
Isolated Structures ◽  
Seismically Isolated

scholarly journals Analytical investigation of the effect of a deformable sliding layer on the dynamic response of seismically isolated structures

Structures ◽  
2020 ◽  
Vol 27 ◽  
pp. 2426-2436
Author(s):  
Anastasios Tsiavos ◽  
Peter Haladij ◽  
Anastasios Sextos ◽  
Nicholas A. Alexander
Keyword(s):  
Dynamic Response ◽  
Analytical Investigation ◽  
Isolated Structures ◽  
Seismically Isolated
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