Neural Networks for Modelling and Control of Dynamic Systems: A Practitioner's Handbook

Toward V&V of neural network based controllers

WOSS '02 Proceedings of the first workshop on Self-healing systems

Nonlinear Modeling of Dynamic Systems with the Self-Organizing Map

ICANN '02 Proceedings of the International Conference on Artificial Neural Networks

Predictive Control Based on an Auto-regressive Neuro-fuzzy Model Applied to the Steam Generator Startup Process at a Fossil Power Plant

MICAI '02 Proceedings of the Second Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence

Neural modelling and control of a Diesel engine with pollution constraints

Journal of Intelligent and Robotic Systems

Adaptive control of robot manipulators with neural network based compensation of frictional uncertainties

Robotica

Controlling a complex electromechanical process on the basis of a neurofuzzy approach

Future Generation Computer Systems

Energy consumption prediction using sequential Monte Carlo methods

International Journal of Modelling and Simulation

Adaptive filtering with the self-organizing map: a performance comparison

Neural Networks - 2006 Special issue: Advances in self-organizing maps--WSOM'05

Identification of interpretable and accurate fuzzy classifiers and function estimators with hybrid methods

Applied Soft Computing

Letters: Experimental modeling using modified cascade correlation RBF networks for a four DOF tilt rotor aircraft platform

Neurocomputing

A robust model of the neuronal regulator of the lower urinary tract based on artificial neural networks

Neurocomputing

Blind separation of fetal electrocardiograms by annealed expectation maximization

Neurocomputing

Sensorless speed and position control of induction motor servo drives using MLP neural network and sliding mode controller

NOLASC'05 Proceedings of the 4th WSEAS International Conference on Non-linear Analysis, Non-linear Systems and Chaos

Long-term time series prediction with the NARX network: An empirical evaluation

Neurocomputing

Soft sensor - based artificial neural networks and fuzzy logic: application to quality monitoring in hot rolling

ACMOS'08 Proceedings of the 10th WSEAS International Conference on Automatic Control, Modelling & Simulation

A Computationally Efficient Nonlinear Predictive Control Algorithm with RBF Neural Models and Its Application

RSEISP '07 Proceedings of the international conference on Rough Sets and Intelligent Systems Paradigms

A Web-Based Autonomous Weather Monitoring System of the Town of Palermo and Its Utilization for Temperature Nowcasting

ICCSA '08 Proceeding sof the international conference on Computational Science and Its Applications, Part I

Efficient Predictive Control Integrated with Economic Optimisation Based on Neural Models

ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing

Optimising Predictive Control Based on Neural Models

AIMSA '08 Proceedings of the 13th international conference on Artificial Intelligence: Methodology, Systems, and Applications

Suboptimal Nonlinear Predictive Control Based on Neural Wiener Models

AIMSA '08 Proceedings of the 13th international conference on Artificial Intelligence: Methodology, Systems, and Applications

Application of neural network for air-fuel ratio identification in spark ignition engine

International Journal of Computer Applications in Technology

Principal component analysis for greenhouse modelling

WSEAS TRANSACTIONS on SYSTEMS

Control theory based real-time rendering

VRCAI '08 Proceedings of The 7th ACM SIGGRAPH International Conference on Virtual-Reality Continuum and Its Applications in Industry

Quality evaluation based fuzzy residual modelling: application in hot rolling

WSEAS Transactions on Systems and Control

AI for Modelling the Laser Milling of Copper Components

IDEAL '08 Proceedings of the 9th International Conference on Intelligent Data Engineering and Automated Learning

Transient Air-Fuel Ratio Estimation in Spark Ignition Engine Using Recurrent Neural Networks

KES '07 Knowledge-Based Intelligent Information and Engineering Systems and the XVII Italian Workshop on Neural Networks on Proceedings of the 11th International Conference

Simultaneous input variable and basis function selection for RBF networks

Neurocomputing

Identification and modeling for non-linear dynamic system using neural networks type MLP

Proceedings of the 2009 Euro American Conference on Telematics and Information Systems: New Opportunities to increase Digital Citizenship

Modelling dynamic systems using ANFIS

CIS'09 Proceedings of the international conference on Computational and information science 2009

Feedback Linearization Using Neural Networks: Application to an Electromechanical Process

IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods

A Soft Computing System to Perform Face Milling Operations

IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part II: Distributed Computing, Artificial Intelligence, Bioinformatics, Soft Computing, and Ambient Assisted Living

Variational Bayesian learning of nonlinear hidden state-space models for model predictive control

Neurocomputing

Gaussian sum approach with optimal experiment design for neural network

SIP '07 Proceedings of the Ninth IASTED International Conference on Signal and Image Processing

A new methodology to improve interpretability in neuro-fuzzy TSK models

Applied Soft Computing

Computationally efficient process control with neural network-based predictive models

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks

Neuronal network identification of a wastewater treatment prototype

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks

Neural network identification of a double fed induction generator prototype

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks

Neural networks versus linear and sequential programming for gas lift optimization in a two oil wells system

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks

Efficient Nonlinear Predictive Control Based on Structured Neural Models

International Journal of Applied Mathematics and Computer Science

A Family of Model Predictive Control Algorithms With Artificial Neural Networks

International Journal of Applied Mathematics and Computer Science

On-line speed estimation based on ANN for PMSM sensorless speed control

MIC '08 Proceedings of the 27th IASTED International Conference on Modelling, Identification and Control

Neural network time series forecasting of finite-element mesh adaptation

Neurocomputing

Neural network based control strategies for improving plasma characteristics in reactive ion etching

Neurocomputing

Training of neural models for predictive control

Neurocomputing

Q-clouds: managing performance interference effects for QoS-aware clouds

Proceedings of the 5th European conference on Computer systems

Nonlinear internal model control using neural networks and fuzzy logic: application to an electromechanical process

ICCS'03 Proceedings of the 1st international conference on Computational science: PartI

Suboptimal nonlinear predictive control based on multivariable neural Hammerstein models

Applied Intelligence

Input selection for radial basis function networks by constrained optimization

ICANN'07 Proceedings of the 17th international conference on Artificial neural networks

Suboptimal nonlinear predictive control with structured neural models

ICANN'07 Proceedings of the 17th international conference on Artificial neural networks

Neural models in computationally efficient predictive control cooperating with economic optimisation

ICANN'07 Proceedings of the 17th international conference on Artificial neural networks

Improving energy efficiency in buildings using machine intelligence

IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning

On building local models for inverse system identification with vector quantization algorithms

Neurocomputing

A soft computing method for detecting lifetime building thermal insulation failures

Integrated Computer-Aided Engineering

Economical implementation of control loops for multi-robot systems

ICONIP'08 Proceedings of the 15th international conference on Advances in neuro-information processing - Volume Part I

A predictive control economic optimiser and constraint governor based on neural models

ICANNGA'09 Proceedings of the 9th international conference on Adaptive and natural computing algorithms

Computationally efficient nonlinear predictive control based on RBF neural multi-models

ICANNGA'09 Proceedings of the 9th international conference on Adaptive and natural computing algorithms

A neural network based cognitive controller for dynamic channel selection

ICC'09 Proceedings of the 2009 IEEE international conference on Communications

Memory-efficient fully coupled filtering approach for observational model building

IEEE Transactions on Neural Networks

Network elements controlled by artificial neural network

ICCOM'10 Proceedings of the 14th WSEAS international conference on Communications

Dynamic matrix control algorithm based on interpolated step response neural models

ICAISC'10 Proceedings of the 10th international conference on Artifical intelligence and soft computing: Part II

Explicit neural network-based nonlinear predictive control with low computational complexity

RSCTC'10 Proceedings of the 7th international conference on Rough sets and current trends in computing

Computationally efficient nonlinear predictive control based on state-space neural models

PPAM'09 Proceedings of the 8th international conference on Parallel processing and applied mathematics: Part I

Adding nonlinear system dynamics to Levenberg-Marquardt algorithm for neural network control

ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part III

MS based nonlinear methods for gastric cancer early detection

LSMS/ICSEE'10 Proceedings of the 2010 international conference on Life system modeling and simulation and intelligent computing, and 2010 international conference on Intelligent computing for sustainable energy and environment: Part III

Computationally efficient nonlinear predictive control based on neural Wiener models

Neurocomputing

Accuracy and computational efficiency of suboptimal nonlinear predictive control based on neural models

Applied Soft Computing

Neural dynamic matrix control algorithm with disturbance compensation

IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part III

Services for advanced communication networks

WSEAS TRANSACTIONS on COMMUNICATIONS

Fault detection and monitoring using parameters identification and principal component analysis. application to rotary machines in skin pass process

ICS'06 Proceedings of the 10th WSEAS international conference on Systems

A neural network control strategy for improved energy capture on a variable-speed wind turbine

EC'05 Proceedings of the 6th WSEAS international conference on Evolutionary computing

A flexible neural network for ATM cash demand forecasting

CIMMACS'07 Proceedings of the 6th WSEAS international conference on Computational intelligence, man-machine systems and cybernetics

Using the Levenberg-marquardt for on-line training of a variant system

ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II

Annealed Kullback-Leibler divergence minimization for generalized TSP, spot identification and gene sorting

Neurocomputing

Nonlinear predictive control based on multivariable neural wiener models

ICANNGA'11 Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part I

Predictive control of a distillation column using a control-oriented neural model

ICANNGA'11 Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part I

A hybrid system for dental milling parameters optimisation

HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part II

Precise and computationally efficient nonlinear predictive control based on neural wiener models

ISMIS'11 Proceedings of the 19th international conference on Foundations of intelligent systems

Nonlinear predictive control based on neural multi-models

International Journal of Applied Mathematics and Computer Science - Computational Intelligence in Modern Control Systems

Neural network based feedback linearization control of a servo-hydraulic vehicle suspension system

International Journal of Applied Mathematics and Computer Science - Semantic Knowledge Engineering

Neural network modeling of transmission rate control factor for multimedia transmission using the internet

APWeb'05 Proceedings of the 7th Asia-Pacific web conference on Web Technologies Research and Development

Sliding mode control of a wastewater treatment plant with neural networks

CAEPIA'05 Proceedings of the 11th Spanish association conference on Current Topics in Artificial Intelligence

A neural network method for induction machine fault detection with vibration signal

ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part II

Performance estimation of a neural network-based controller

ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II

On-line learning of a time variant system

IEA/AIE'06 Proceedings of the 19th international conference on Advances in Applied Artificial Intelligence: industrial, Engineering and Other Applications of Applied Intelligent Systems

Design of neuro-fuzzy controller based on dynamic weights updating

CIT'04 Proceedings of the 7th international conference on Intelligent Information Technology

Nonlinear predictive control with a gaussian process model

Switching and Learning in Feedback Systems

On-line training of neural networks: a sliding window approach for the levenberg-marquardt algorithm

IWINAC'05 Proceedings of the First international work-conference on the Interplay Between Natural and Artificial Computation conference on Artificial Intelligence and Knowledge Engineering Applications: a bioinspired approach - Volume Part II

Input-output data modelling using fully tuned RBF networks for a four degree-of-freedom tilt rotor aircraft platform

MICAI'05 Proceedings of the 4th Mexican international conference on Advances in Artificial Intelligence

Neuronal implementation of predictive controllers

HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part II

Artificial neural networks for closed loop control of in silico and ad hoc type 1 diabetes

Computer Methods and Programs in Biomedicine

Development of predictive TFRC with neural network

PaCT'05 Proceedings of the 8th international conference on Parallel Computing Technologies

Ammonium estimation in a biological wastewater plant using feedforward neural networks

ANNPR'06 Proceedings of the Second international conference on Artificial Neural Networks in Pattern Recognition

Forecasting cash demand in ATM using neural networks and least square support vector machine

CIARP'11 Proceedings of the 16th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications

Stability analysis of the neural network based fault tolerant control for the boiler unit

ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part II

Indirect adaptive structure for multivariable neural identification and control of a pilot distillation plant

Applied Soft Computing

Software fault prediction using Nonlinear Autoregressive with eXogenous Inputs (NARX) network

Applied Intelligence

On-Line trajectory-based linearisation of neural models for a computationally efficient predictive control algorithm

ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part I

Optimizing the operating conditions in a high precision industrial process using soft computing techniques

Expert Systems: The Journal of Knowledge Engineering

Regional models for nonlinear system identification using the self-organizing map

IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning

Local model network identification for online engine modelling

Information Sciences: an International Journal

Optimal experiment design based on local model networks and multilayer perceptron networks

Engineering Applications of Artificial Intelligence

Digital business strategy and value creation: framing the dynamic cycle of control points

MIS Quarterly

Explicit nonlinear predictive control algorithms with neural approximation

Neurocomputing

Recursive Gauss-Newton based training algorithm for neural network modelling of an unmanned rotorcraft dynamics

International Journal of Intelligent Systems Technologies and Applications