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Learning Bayesian Network to Predict Group Emotion in Kindergarten by Evolutionary Computation Read chapter Read first chapter

2018 | OriginalPaper | Chapter

PID-ITS: An Intelligent Tutoring System for PID Tuning Learning Process

Authors : Esteban Jove, Héctor Alaiz-Moretón, Isaías García-Rodríguez, Carmen Benavides-Cuellar, José Luis Casteleiro-Roca, José Luis Calvo-Rolle

Published in: International Joint Conference SOCO’17-CISIS’17-ICEUTE’17 León, Spain, September 6–8, 2017, Proceeding

Publisher: Springer International Publishing

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Abstract

A new developed tool for PID learning is described on this work. The main contribution is the possibility to assist non-experimented users on the PID tuning task. For its implementation, knowledge engineering was used by the conceptual model creation and its next formalization on the described tool. Very good results have been achieved in general terms when it was validated with users without expertise on the control field. Both aims were achieved, the right learning of the traditional PID tuning by empirical methods and the assistance during tuning over systems.

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Literature
1.
Åström, K.J., Wittenmark, B.: Computer-controlled systems: theory and design (2013)
2.
Guzman, J.L., Astrom, K.J., Dormido, S., Hagglund, T., Berenguel, M., Piguet, Y.: Interactive learning modules for PID control [Lecture Notes]. IEEE Control Syst. 28, 118–134 (2008)CrossRef
3.
Alaiz Moretón, H., Calvo Rolle, J.L., García, I., Alonso Alvarez, A.: Formalization and practical implementation of a conceptual model for PID controller tuning. Asian J. Control. 13, 773–784 (2011)CrossRefMATH
4.
Machon-Gonzalez, I., Lopez-Garcia, H., Calvo-Rolle, J.L.: A hybrid batch SOM-NG algorithm. In: The 2010 International Joint Conference on Neural Networks (IJCNN), pp. 1–5 (2010)
5.
Calvo-Rolle, J.L., Quintian-Pardo, H., Corchado, E., Meizoso-López, M.C., Ferreiro García, R.: Simplified method based on an intelligent model to obtain the extinction angle of the current for a single-phase half wave controlled rectifier with resistive and inductive load. J. Appl. Log. 13, 37–47 (2015)CrossRef
6.
Crespo-Ramos, M.J., Machón-González, I., López-García, H., Calvo-Rolle, J.L.: Detection of locally relevant variables using SOM–NG algorithm. Eng. Appl. Artif. Intell. 26, 1992–2000 (2013)CrossRef
7.
Jove, E., Aláiz-Moretón, H., Casteleiro-Roca, J.L., Corchado, E., Calvo-Rolle, J.L.: Modeling of bicomponent mixing system used in the manufacture of wind generator blades. In: International Conference on Intelligent Data Engineering and Automated Learning, pp. 275–285 (2014)
8.
Casteleiro-Roca, J.L., Calvo-Rolle, J.L., Meizoso-López, M.C., Piñón-Pazos, A.P., Rodríguez-Gómez, B.A.: New approach for the QCM sensors characterization. Sens. Actuators A Phys. 207, 1–9 (2014)CrossRef
9.
Guzmán, J.L., Hägglund, T., Åström, K.J., Dormido, S., Berenguel, M., Piguet, Y.: Understanding PID design through interactive tools. In: IFAC Proceedings, vol. 47, pp. 12243–12248 (2014)
10.
Calvo-Rolle, J.L., Alonso-Alvarez, A., Ferreiro-Garcia, R.: Using knowledge enginering in a PID regulator in non linear process control. Ing. Quim. 32, 21–28 (2007)
11.
Casteleiro-Roca, J.L., Calvo-Rolle, J.L., Meizoso-López, M.C., Piñón-Pazos, A.J., Rodríguez-Gómez, B.A.: Bio-inspired model of ground temperature behavior on the horizontal geothermal exchanger of an installation based on a heat pump. Neurocomputing 150, 90–98 (2015)CrossRef
12.
Ferreiro García, R., Calvo Rolle, J.L., Romero Gomez, M., DeMiguel Catoira, A.: Expert condition monitoring on hydrostatic self-levitating bearings. Expert Syst. Appl. 40, 2975–2984 (2013)CrossRef
13.
Casteleiro-Roca, J.L., Pérez, J.A.M., Piñón-Pazos, A.J., Calvo-Rolle, J.L., Corchado, E.: Modeling the electromyogram (EMG) of patients undergoing anesthesia during surgery. In: 10th International Conference on Soft Computing Models in Industrial and Environmental Applications, pp. 273–283 (2015)
14.
Casteleiro-Roca, J.-L., Calvo-Rolle, J.L., Méndez Pérez, J.A., Roqueñí Gutiérrez, N., de Cos Juez, F.J.: Hybrid intelligent system to perform fault detection on bis sensor during surgeries. Sensors 17, 179 (2017)CrossRef
15.
Quintián, H., Calvo-Rolle, J.L., Corchado, E.: A hybrid regression system based on local models for solar energy prediction. Informatica 25, 265–282 (2014)CrossRef
16.
Quintián-Pardo, H., Calvo-Rolle, J.L., Fontenla-Romero, O.: Application of a low cost commercial robot in task of tracking of objects. DYNA 175, 24–33 (2012)
17.
Karl, J.Å., Hägglund, T.: PID controllers: theory, design and tuning (1995)
18.
Guzmán, J.L., García, P., Hägglund, T., Dormido, S., Albertos, P., Berenguel, M.: Interactive tool for analysis of time-delay systems with dead-time compensators. Control Eng. Pract. 16, 824–835 (2008)CrossRef
19.
Guzman, J.L., Dormido, S., Berenguel, M.: Interactivity in education: an experience in the automatic control field. Comput. Appl. Eng. Educ. 21, 360–371 (2013)CrossRef
20.
Calvo-Rolle, J.L., Alaiz-Moretón, H., Alfonso-Cendón, J., Alonso-Álvarez, Á., Ferreiro-García, R.: Development of a conceptual model for a knowledge-based system for the design of closed-loop PID controllers. In: International Conference on Intelligent Data Engineering and Automated Learning, pp. 58–65 (2009)
21.
Calvo-Rolle, J.L.C., Ferreiro-García, R., López García, H., González, I.M.: Developed an expert system of an empirical method to choose correct expressions for PID controllers tuning in open loop. In: Industrial Electronics, 2009. IECON’09. 35th Annual Conference of IEEE, pp. 2044–2049 (2009)
22.
Calvo-Rolle, J.L., Machón-González, I., López-García, H.: Neuro-Robust controller for non-linear systems. DYNA 86, 308–317 (2011)CrossRef
23.
Calvo-Rolle, J., Corchado, E., Quintian-Pardo, H., García, R., Román, J., Hernández, P.: A novel hybrid intelligent classifier to obtain the controller tuning parameters for temperature control. In: Corchado, E., Snášel, V., Abraham, A., Woźniak, M., Graña, M., Cho, S.B. (eds.) Hybrid Artificial Intelligent Systems, pp. 677–689. Springer, Heidelberg (2012)CrossRef
Metadata
Title
PID-ITS: An Intelligent Tutoring System for PID Tuning Learning Process
Authors
Esteban Jove
Héctor Alaiz-Moretón
Isaías García-Rodríguez
Carmen Benavides-Cuellar
José Luis Casteleiro-Roca
José Luis Calvo-Rolle
Copyright Year
2018
Book
International Joint Conference SOCO’17-CISIS’17-ICEUTE’17 León, Spain, September 6–8, 2017, Proceeding

Print ISBN: 978-3-319-67179-6

Electronic ISBN: 978-3-319-67180-2

Copyright Year: 2018

DOI
https://doi.org/10.1007/978-3-319-67180-2_71

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