Search Results - "Vassiljeva, K."

Enhancing Bandgap Depth in Locally Resonant Metastructures via Notch-Filtered Piezoelectric Actuation by Alimohammadi, H., Vassiljeva, K., HosseinNia, S. H., Petlenkov, E.

“…This paper proposes an effective approach to en-hance bandgap depth in metastructures with high damping ratios, utilizing piezoelectric actuators coupled with…”
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Harvesting Energy and Stability Insights in Internally Coupled Resonator Systems by Alimohammadi, H., Vassiljeva, K., HosseinNia, S. H., Petlenkov, E.

“…This paper presents a comprehensive study on lumped parameter systems with internally coupled resonators, emphasizing stability analysis and energy harvesting…”
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A novel taylor series based approach for control computation in NN-ANARX structure based control of nonlinear systems by Belikov, J., K., Vassiljeva, E., Petlenkov, S., Nomm

“…This paper presents an alternative approach for control computation in a closed loop of discrete-time nonlinear system and NN-ANARX based dynamic output…”
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State-space control of nonlinear systems identified by ANARX and Neural Network based SANARX models by Vassiljeva, K, Petlenkov, E, Belikov, J

“…A state-space technique for control of nonlinear SISO systems identified by an Additive Nonlinear Autoregressive eXogenous (ANARX) model is presented. Two…”
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Automated neural network model selection algorithm for feedback linearization based control by Vassiljeva, K, Petlenkov, E, Belikov, J

“…For the best model identification a set of neural networks (NNs) must be trained. First of all it is necessary to obtain the optimal structure of the NN. In…”
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Application of genetic algorithms to neural networks based control of a liquid level tank system by Vassiljeva, K., Belikov, J., Petlenkov, E.

“…In this paper, a design of a controller based on the NN-SANARX (Neural Network based Simplified Additive Autoregressive exogenous) model is considered on the…”
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Identification of industrial water boiler for model predictive control of district heat plant by Vansovits, V., Petlenkov, E., Vassiljeva, K., Guljajev, A.

“…Widely used PID controller has number of limitations that do not allow using it effectively to solve complicated control issues. The framework of the solution…”
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GA based optimization of NN-SANARX model for adaptive control of nonlinear systems by Vassiljeva, K., Petlenkov, E., Belikov, J.

“…This paper discusses application of dynamic state feedback algorithm for adaptive control of nonlinear MIMO systems. Neural Network based Simplified Additive…”
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Structure identification of NN-ANARX model by genetic algorithm with combined cross-correlation-test based evaluation function by Nomm, S., Vassiljeva, K., Belikov, J., Petlenkov, E.

“…Application of genetic algorithm to determine structure of Neural Networks based Additive Nonlinear eXogenous (NN-ANARX) model and if possible to simplify the…”
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Evaluation function optimization for the genetic algorithm based tuning of NN-ANARX model structure by Nomm, S., Vassiljeva, K., Petlenkov, E.

“…Present paper focuses its attention on the application of genetic algorithm to adjust the NN-ANARX type structure improving performance of the identified…”
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Neural networks based minimal or reduced model representation for control of nonlinear MIMO systems by Vassiljeva, K., Belikov, J., Petlenkov, E.

“…This paper raises the issue of finding reduced/ minimal state-space form for MIMO systems based on neural networks. Two cases are studied: when system is given…”
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Neural network based minimal state-space representation of nonlinear MIMO systems for feedback control by Vassiljeva, K, Petlenkov, E, Belikov, J

“…A state-space technique for control of nonlinear multi-input multi-output (MIMO) systems identified by an Additive Nonlinear Autoregressive eXogenous (ANARX)…”
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