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- articleJune 2012
Tool wear monitoring using neuro-fuzzy techniques: a comparative study in a turning process
Journal of Intelligent Manufacturing (SPJIM), Volume 23, Issue 3June 2012, Pages 869–882https://doi.org/10.1007/s10845-010-0443-yTool wear detection is a key issue for tool condition monitoring. The maximization of useful tool life is frequently related with the optimization of machining processes. This paper presents two model-based approaches for tool wear monitoring on the ...
- research-articleJuly 2010
A transductive neuro-fuzzy controller: application to a drilling process
IEEE Transactions on Neural Networks (TNN), Volume 21, Issue 7July 2010, Pages 1158–1167https://doi.org/10.1109/TNN.2010.2050602Recently, new neuro-fuzzy inference algorithms have been developed to deal with the time-varying behavior and uncertainty of many complex systems. This paper presents the design and application of a novel transductive neuro-fuzzy inference method to ...
- ArticleDecember 2009
A Transductive Neuro-Fuzzy Force Control: An Ethernet-Based Application to a Drilling Process
ICONIP '09: Proceedings of the 16th International Conference on Neural Information Processing: Part IIDecember 2009, Pages 573–582https://doi.org/10.1007/978-3-642-10684-2_64This paper presents the application of a neural fuzzy inference method to the field of control systems using the internal model control paradigm (IMC). Through a transductive reasoning system, a neuro-fuzzy inference system enables local models to be ...
- ArticleJune 2008
Neurofuzzy Force-Based Control in an Ethernet-Based Application. A Case Study on a Drilling Process
ICICIC '08: Proceedings of the 2008 3rd International Conference on Innovative Computing Information and ControlJune 2008, Page 64https://doi.org/10.1109/ICICIC.2008.381One way to compensate for the influence of drilling depth on useful tool life while enhancing productivity is to introduce real-time control of the cutting force .This paper presents the design and implementation of a neurofuzzy system for modeling and ...
- ArticleAugust 2007
Optimal Fuzzy Control for a Time-Delay System Using Simulated Annealing: An Application to High-Performance Drilling
ICNC '07: Proceedings of the Third International Conference on Natural Computation - Volume 05August 2007, Pages 639–643https://doi.org/10.1109/ICNC.2007.520This paper shows a strategy for optimal tuning of a fuzzy controller to deal with time-varying delay based on simulated annealing. The main goal is to minimize the integral time absolute error (ITAE) performance index for a drilling force control system. ...
- ArticleJune 2007
Networked control based on fuzzy logic: an application to a high-performance milling process
IWANN'07: Proceedings of the 9th international work conference on Artificial neural networksJune 2007, Pages 391–398Network-based applications are essential to providing intelligence to complex electromechanical processes through networked control systems (NCS). The focus of this paper is the design and application of fuzzy logic control for a type of NCSs. In order ...
- articleJuly 2005
Controlling a complex electromechanical process on the basis of a neurofuzzy approach
Future Generation Computer Systems (FGCS), Volume 21, Issue 7July 2005, Pages 1083–1095This paper shows the viability of implementing a control strategy based on the internal-model control paradigm, which is a useful synergy of a dynamic ANN trained from real-life data and used to predict process output and a fuzzy-logic control (FLC) that ...
- articleApril 2003
Embedded fuzzy-control system for machining processes results of a case study
Computers in Industry (CIIN), Volume 50, Issue 3April 2003, Pages 353–366https://doi.org/10.1016/S0166-3615(03)00022-8In this paper a fuzzy-control system has been designed, implemented and embedded in an open CNC. The integration process, design steps and results of applying an embedded fuzzy-control system are shown through the example of real machining operations. ...