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Non-Linear Profile Monitoring Using Artificial Neural Network Fault Detection
(2018-04)
In today’s world, the development of technology and industrial systems is becoming much more complex with the ever-demanding need for higher quality. Anomaly detection is the characterization of a normal behavior of a ...
Performance Analysis of Artificial Neural Networks in Forecasting Financial Time Series
(2013-01)
Forecasting stock prices is of critical importance for investors who wish to reduce investment risks. Forecasting is based on the idea that stock prices move in patterns. So far, it is understood that developed, emerging, ...
ANN Based Mechanistic Force Model for Face
(2011-06)
Due to increased global competition and increased calls for environmentally benign machining processes, there has been more focus and interest in making processes more lean and agile to enhance efficiency, reduce emissions ...
Adaptive Neuro-Observer for Elastic Drive Systems
(2011-12)
This work presents the design, implementation, testing, and validation of a Neural Network based observer for a real hardware elastic drive system. Diagonal recurrent neural network architecture and two types of controllers ...
Modeling and Analysis of a Wavelet Network Based Optical Sensor for Vibration Monitoring
(2010)
The main objective of this research is to present a wavelet network based optical lateral position sensor for vibration monitoring using a 2 2 photodetector array. In our approach, the power distribution of the light spot ...
Autonomous Robot Navigation Based On Recurrent Neural Networks
(2012-05)
The main objective of this research is to present a reactive navigation algorithm for wheeled mobile robots under non-holonomic constraints and in unknown environments. Two techniques are proposed: a geometrical based ...
Statistical Modelling and Correlation of Membrane Distillation Data
(2014-07)
Membrane distillation (MD) is a process in which the driving force for mass transfer is a temperature gradient rather than conventional gradients based on density, static pressure, chemical nature, affinity, or freezing ...
Effect of Cooling Rate on the Mechanical Properties of Glass Fiber Polypropylene Composites
(2017-01)
Composite materials have been widely used in the recent years in almost all of the industries specially the high technology industries. Properties of the thermoplastic-based composites are affected by their processing ...
Semi-supervised Clustering of Facial Expressions
(2017-11)
Automated facial expressions recognition (FER) is an important area in computer vision and machine learning due to its eminent role in human-machine interaction. FER is key in building intelligent user interfaces, particularly ...
Online Monitoring of Outdoor Non-Ceramic Insulators
(2011-06)
Transmitting power using overhead lines is heavily used by power utilities due to their lower cost compared with underground cables. However, overhead lines have shown great influence on power system due to frequent power ...