Download Gustavo Arroyo

Currículo Vitae
Gustavo Arroyo Figueroa
1. Generales.
Nombre:
Gustavo Arroyo Figueroa
Trabajo:
INEEL, Instituto Nacional de Electricidad y Energías Limpias
Eléctricas
Dirección: Reforma # 113, Col. Palmira, Cuernavaca, Mor. 62490 México
Teléfono:
(777) 3 623820
Fax:
(777) 3 623820 ext 2139
Correo electrónico: [email protected]
URL: http://www.iie.org.mx
2. Educación
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Ingeniero Químico Industrial, Instituto Tecnológico de Celaya, Celaya, Gto,
México, 1982-1986.
Maestría en Ciencias en Ingeniería Química, Especialidad Control
Automático de Procesos, University of South Florida, México, 1989-1991.
Doctorado en Ciencias Computacionales, Especialidad en Inteligencia
Artificial. Tésis: “Razonamiento probabilística con nodos temporales y su
aplicación al diagnóstico y predicción de eventos”, Instituto Tecnológico de
Estudios Superiores de Monterrey (ITESM), Cuernavaca, Mor., México,
1995-1999.
3. Experiencia Profesional
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Gerente de Sistemas Informáticos, Instituto de Investigaciones Eléctricas
(IIE), Cuernavaca, Mor., México, 2000-a la fecha. Investigación y desarrollo
tecnológico en sistemas de información y sistemas inteligentes.
Investigador, Jefe de Proyectos, Instituto de Investigaciones Eléctricas (IIE),
Cuernavaca, Mor., México, 1991-1999. Investigación y desarrollo
tecnológico en sistemas de automatización para centrales de generación
eléctrica.
Investigador, Simuladores para el desarrollo Tecnológico (SIDETEC),
Cuernavaca, Mor., México, 1987-1989. Investigación y desarrollo
tecnológico en simuladores y control inteligente de procesos (FLC).
4. Estancias de investigación.
 Estancia de investigación, Departamento de Ingeniería Química, University
of South Florida, Tampa, Florida, USA. Junio 1990.
5. Publicaciones.
5.1. Libros.
1. “IFAC Symposium on Control of Power Plants and Power Systems”, , R.
Canales, G. Arroyo-Figueroa, A. Balderrama (editors), Volúmen I, International
Federation of Automatic Control (IFAC), Diciembre 1995.
2. “IFAC Symposium on Control of Power Plants and Power Systems”, , R.
Canales, G. Arroyo-Figueroa, A. Balderrama (editors), Volúmen II, International
Federation of Automatic Control (IFAC), Diciembre 1995.
3. “Avances en Inteligencia Artificial: Taller de Inteligencia Artificial (TAINA)”, J.
Humberto Sosa, G. Arroyo-Figueroa (editores), Sociedad Mexicana de
Inteligencia Artificial (SMIA) – Centro de Investigación en Computación (CIC),
2002. ISBN 970-18-7825-6.
4. “MICAI 2004: Advances in Artificial Intelligence”, R. Monroy, G. Arroyo, L.E.
Sucar, H. Sosa (editors), Lectures Notes Artificial Intelligence (LNAI) 2972,
Springer-Verlag, Berlín, 2004. ISSN: 0302-9743 ISBN: 3-540-21459-3.
5. “International Colloquium on Telecommunications and Informatics for the Power
Industry”, S. González, G. Arroyo-Figueroa (editors), International Council on
Large Electric Systems, Cuernavaca, 2005.
6. “Advances in Artificial Intelligence and Applications”, G. Arroyo-Figueroa
(Editor), Research in Computing Science (RCS), Vol. 51, 2010, ISSN: 18704069.
7. “Advances in Artificial Intelligence and Its Applications”, Obdulia Pichardo,
Oscar Herrera, and G. Arroyo-Figueroa (Editors), Lecture Notes in Artificial
Intelligence (LNAI), Vol. 9414, Springer-Verlag, Berlin 2015, ISBN 978-3-31927101-9.
Capítulos de libro
1. Alfredo Sánchez-López, G. Arroyo Figueroa “DMC and FLC for Steam
Temperature Control”, Libro: Power Plant Applications of Advanced Control
Techniques, Pal Szentannai (Editor), ProcessEng Engineering GmbH, Austria,
pp: 135-161, 2010. ISBN: 3-902-65511-9.
2. Yasmín Hernández, L. Enrique Sucar, G. Arroyo-Figueroa “Affective Modeling
for an Intelligent Educational Environment”, Libro: Intelligent and Adaptive
Educational-Learning Systems: Achievements and Trends, serie: Smart
Innovation, Systems and Technologies, Alejandro Peña-Ayala (Editor),
Springer, 2012. ISBN: 3-642-30170-3
5.2. Revistas editadas.
R. Monroy and G. Arroyo-Figueroa (editores), “Innovative Applications of Artificial
Intelligence”, Special Issue of Journal of “Computación y Sistemas”, ISSN: 14055546, Centro de Investigación en Computación del IPN. Julio-Septiembre 2009,
vol. 13, No. 1.
5.3. Artículos en revistas científicas.
1. A. Ayala, I. Galvan, G. Arroyo-Figueroa, J. Muñoz, E. Rodríguez, “Virtual reality
training system for maintenance and operation of high voltaje overhead power
lines”, Virtual Reality, Vol. 20, No. 1, pp: 27-40, March 2016, Springer, ISSN
1359-4338.
2. Y. Hernández, G. Arroyo-Figueroa, “A model of affect and learning for
intelligent tutors”, Journal of Universal Computer Science, vol.21 No.7, pp: 912934, July 2015. ISSN 0948-695X.
3. Y. Hernández, G. Arroyo-Figueroa, L. E. Sucar, and M. Perez,
“Comportamiento afectivo en sistemas de capacitación inteligente para
operadores de sistemas eléctricos”, Komputer Sapiens, Vol II, Mayo-Agosto
2013, ISSN: 2007-0691.
4. Liliana Argotte, Julieta Noguez, G. Arroyo-Figueroa, “Navegación inteligente
para obtener ambientes e-Learning flexibles basados en objetos de
aprendizaje”, Komputer Sapiens, Vol. I, pp: 18-23, Enero-Junio 2011, ISSN:
2007-0691.
5. G. Arroyo-Figueroa and Raul Monroy, “Special Issue on Innovative Applications
of Artificial Intelligence”, Computación y Sistemas, Vol. 13, Num. 1, JulySeptember 2009, ISSN 1405-5546.
6. Y. Hernández, L. E. Sucar, G. Arroyo-Figueroa, “Desarrollo e integración de un
modelo de comportamiento afectivo a un Sistema Tutor Inteligente”, Journal
IEEE-RITA, Vol. 4, Num. 2, pp. 161-169, Mayo 2009. ISSN: 0018-9359.
7. S. Fernández, G. Arroyo-Figueroa, F. J. Diéz, L. E. Sucar, “Comparison of two
types of event Bayesian networks: A case study”, Applied Artificial Intelligence,
Taylor and Francis, Volumen 21, Issue 3, pp. 185-209, 2007. ISSN 0883-9514.
8. G. Arroyo-Figueroa, L. E. Sucar, “Temporal Bayesian networks of events for
diagnosis and prediction in dynamic domains”, Applied Intelligence, Springer
Science, Volumen 23, Issue 2, pp. 77-86, 2005. ISSN 0924-669X.
9. A. Sanchez-López, G. Arroyo-Figueroa, A. Villavicencio-Ramírez, “Advanced
control algorithms for steam temperature regulation of thermal power plants”,
Electrical Power & Energy Systems, Elsevier Science, Volumen 26, Issue 10,
pp. 779-785, 2004. ISSN 0142-0615.
10. G. Arroyo-Figueroa, L. E. Sucar, “Medical diagnosis using temporal probabilistic
networks”, Computación y Sistemas, Volumen 5, No. 2, pp. 109-119, 2001.
ISSN: 1405-5546.
11. G. Arroyo-Figueroa, “Probabilistic reasoning with temporal nodes and its
application for diagnosis and prediction of events”, Computación y sistemas,
volumen 4, No. 1, pp. 64-67, 2000. ISSN: 1405-5546.
12. G. Arroyo-Figueroa, L. E. Sucar, A. Villavicencio, “Fuzzy intelligent system for
the operation of fossil power plants”, Engineering Applications of Artificial
Intelligence, Pergamon Press, volumen 13, issue 4, pp. 431-439, 2000. ISSN:
0952-1976.
13. G. Arroyo-Figueroa, Y. Alvarez, L. E. Sucar, “SEDRET – an intelligent system
for the diagnosis and prediction of events in power plants”, Expert System with
Applications, Pergamon Press, volumen 18, number 2, pp. 75-86, 2000. ISSN:
0957-4174.
14. G. Arroyo-Figueroa, L. E. Sucar, A. Villavicencio, “Probabilistic temporal
reasoning and its application to fossil power plant operation”, Expert System
with Applications, Pergamon Press, volumen 15, number 3/4, pp. 317-324,
1998. ISSN: 0957-4174.
15. G. Arroyo-Figueroa, E. Solis, A. Villavicencio, “SADEP – a fuzzy diagnostic
system shell – an application to fossil power plant operation”, Expert System
with Applications, Pergamon Press, volumen 14, number 1/2, pp. 43-52, 1998.
ISSN: 0957-4174.
5.4. Artículos en Lecture Notes Computer Science [2008-2014].
1. L. Argotte, G. Arroyo-Figueroa, and Julieta Noguez, “SI-APRENDE: An
Intelligent Learning System based on SCORN Learning Objects for Training
Power Systems Operators”, Studies in Computational Intelligence 363, pp. 3338, Springer Verlag 2011, ISSN 1860-949X.
2. G. Arroyo-Figueroa, Y. Hernández, L. Argotte, “Intelligent E-Learning System
for Training Power System Operators”, KES 2011, Lecture notes Artificial
Intelligence LNAI 6882, pp. 94-103, Springer Verlag, 2011, ISSN 0302-9743,
ISBN 978-3-642-23862-8.
3. L. Argotte, J. Noguez, G. Arroyo-Figueroa, “Intelligent Learning System base on
SCORM Learining Objects”, MICAI 2011, Lecture notes Artificial Intelligence
LNAI 7094, pp. 222-231, Springer Verlag, 2011, ISSN 0302-9743, ISBN 978-3642-25323-2.
4. Y. Hernández, L. E. Sucar and G. Arroyo-Figueroa, “Evaluating an Affective
Student Model for intelligent Learing Environments”, IBERAMIA 2010, LNAI
6433, Springer-Verlag, pp. 473-482, 2010. ISSN: 0302-9743 ISBN: 978-3-54076630-8.
5. Y. Hernández, L. E. Sucar and G. Arroyo-Figueroa, “Building an affective model
for Intelligent Tutoring Systems with base on tearchers’ expertise”, MICAI 2008
Advances in Artificial Intelligence, Lecture Notes in Artificial Intelligence 5317,
Springer-Verlag. pp: 754-764, 2008. ISSN: 0302-9743 ISBN: 978-3-540-886358.
5.5. Artículos en congresos IEEE (Arbitrados).
1. Yasmín Hernández, G. Arroyo-Figueroa, Guillermo Rodríguez, Martín Santos,
Hilda Escobedo,“Towards a Framework to Detect and Prevent Non-Technical
Losses in Power Distribution based on data-mining techniques and Bayesian
networks”, IEEE MICAI, Cuernavaca, 2015. ISBN 978-1-5090-0322-8, ISSN
0018-9219.
2. I. Galvan, A. Ayala, E. Rodriguez and G. Arroyo-Figueroa, “Virtual reality
training system for the maintenance of underground lines in power distribution
system”, IEEE International Conference on Innovative Computing Technology
(INTECH 2013), London, U.K, August 2013, pp. 199-204, ISSN 0018-9219.
3. N. Jacome, G. Escobedo, J. Roblero and G. Arroyo-Figueroa, “Appliication of
Businees Intelligence to tha Power System Process Security”, IEEE
International Conference on Innovative Computing Technology (INTECH 2013),
London, U.K, August 2013, pp. 258-262, ISSN 0018-9219.
4. Manuel Mejia-Lavalle, G. Arroyo-Figueroa, “Construction of a Corporative
Information System for an Electrical Power Company”, IEEE International
Conference on Intelligent Engineering Systems 2010, Las Palmas Spain, May 2010
pp. 177-182, ISBN 978-0-7695-3933-1, ISSN 0018-9219.
5. Y. Hernández, G. Arroyo-Figueroa. L. E. Sucar, “Obtaining teachers’ Expertise
to refine and affective model in an Intelligent Tutor for Learning Robotics”,
Mexican International Conference on Artificial Intelligence, Guanajuato Gto,
Noviembre 2009, pp. 122-127, ISBN 978-0-7695-3933-1, ISSN 0018-9219.
6. L. Argotte, G. Rodríguez, G. Arroyo-Figueroa, “Dynamic course editor to train
Electric Power Operators”, Mexican International Conference on Artificial
Intelligence, Guanajuato Gto, Noviembre 2009, pp. 117-121, ISSN: 0018-9219 /
ISBN 978-0-7695-3933-1, ISSN 0018-9219.
7. M. Mejía-Lavalle, G. Arroyo-Figueroa, E. F. Morales, “Innovative applications of
diagnosis, forecasting, pattern recognition, and knowledge discovery in power
systems”, IEEE Power & Energy Society General Meeting PES’09, Otawa
Canada, Julio 2009, pp. 1-9, ISSN: 0018-9219, ISBN 978-1-4244-4241-6.
8. M. Mejía-Lavalle, G. Arroyo-Figueroa, “A corporative information system: from
Legacy Systems to Executive Digital Dashboards”, IEEE CERMA 2009,
Cuernavaca, Mex, Septiembre 2009, pp. 63-68, ISSN: 0018-9219 / ISBN 9780-7695-3799-3
9. G. Arroyo-Figueroa, Y. Hernández, A. Reyes, L. Enrique Sucar, “Intelligent
Environment for Training of Power Systems Operators”, IEEE CERMA 2008,
Cuernavaca, Mex, pp: 27-32, September 30 – October 3, 2008. ISSN: 00189219 / ISBN: 978-0-7695-3320-9.
10. Y. Hernández, E. Sucar and G. Arroyo-Figueroa, “Evaluating a probabilistic
model for affective behavior in an Intelligent Tutoring System”, 8th IEEE
Internacional Conference on Advanced Learning Technologies ICALT 2008,
Santander, Spain, pp: 408-412, July 2008. ISSN: 0018-9219 / ISBN: 978-07695-3167-0.
5.6. Artículos en congresos arbitrados .
1. N. Jacome, G. Escobedo, G. Arroyo-Figueroa, “Application of Business
Intelligence to the Power System Process Security”, Research in Computing
Science, Vol. 109, pp: 27-37, 2016. ISSN: 1870-4069.
2. G. Escobedo, N. Jacome and G. Arroyo-Figueroa, “Business Intelligence and
Data Analytics (BI&DA) to Support the Operation of Smart Grid”, International
Conference on Internet of Things an Big Data IoTBD 2016, INSTICC, pp: ,
Roma Italia
3. I. Parra, A. Rodríguez and G. Arroyo-Figueroa, “Electric Utility Enterprise
Architecture to Support the Smart Grid”, 11th International Conference on
Informatics in Control, Automation and Robotics ICINCO 2014, INSTICC, pp:
673-679, Viena, Austria.
4. Y. Hernández, S. González, G. Arroyo-Figueroa “Communities of practice
supporting research and technological development – A practical case at
Electrical Sector in Mexico”, International Conference on Web Information
Systems and Technologies WEBIST 2014”, INSTICC, pp: 332-337, Barcelona,
España.
5. I. Parra, G. Arroyo-Figueroa, A. Garcia, “Experiences and Practices in the
implementation of IT Governance in Mexican Electric Utility”, CIGRE SESION
SC D2, 2014, Paris, Francia.
6. R. Molina, G. Rodriguez, Yasmín Hernandez, Israel Paredes, G. ArroyoFigueroa and Liliana Argotte, “Towards personalized training of electric power
generation operators”, International Conference on Computer Supported
Education (CSEDU 2012), INSTICC, Porto Portugal.
7. L. Argotte, G. Arroyo-Figueroa, J. Noguez, “SCORM Sequencing and National
Model”, Research in Computing Science, Vol. 65, pp: 111-119, 2013. ISSN:
1870-4069.
8. Isaac Parra, G. Arroyo, Alfredo Espinosa, S. Gonzalez, “Innovative architecture
for operation information systems of Mexican Electicity utility”, CIGRE SESION
SC D2, 2012.
9. L. Argotte, G. Arroyo-Figueroa, J. Noguez, , “SI-APRENDE: an Intelligent
Learning System based on SCORM Learning Objects for Training Power
Systems Operators”, Developing Concepts in Applied Intelligence, Studies in
Computational Intelligence, Vol. 363, Springer Verlag, pp. 33-38, Syracuse New
York, 2011, ISBN 978-3-642-21331-1.
10. G. Arroyo, Y. Hernández, L. Argotte, “Energy Management Information System
– A data interchange application for partially deregulated energy market”,
CIGRE SC D2 Colloquium, Buenos Aires, Argentina, October 2011.
11. G. Arroyo-Figueroa, “Intelligent systems and its applications to power systems”,
Workshop on Innovative Applications on Artificial Intelligence 2010, Research in
Computing Science, Vol. 51, pp. 77-86, November 8 to 9 2010, Pachuca
Hidalgo. ISSN: 1870-4069.
12. Yasmín Hernández, Guillermo Rodríguez, G. Arroyo-Figueroa, “Integrating
Learning styles and affective behaviour into an Intelligent Environment for
Learning”, Workshop on Intelligent Learning Environment 2010, Research in
Computing Science, Vol. 51, pp. 172-180, November 8 to 9 2010, Pachuca
Hidalgo. ISSN: 1870-4069.
13. Liliana Argotte, G. Arroyo-Figueroa, Julieta Noguez, “Intelligent E-learning for
training electrical power operators”, International Conference on Education and
Information Technology 2010 ( ICEIT ), Proceedings WCECS, Vol. 1, October
20-22, San Francisco, 2010.
14. G. Arroyo-Figueroa, “Intelligent support system for emergency operation in
Electric Utilities”, CIGRE SC D2 Colloquium, Fukuoka, Japón, October 21-23,
2009.
15. G. Arroyo-Figueroa, Y. Hernández, I. Galván, “Intelligent environment for
training of industrial operators”, International Conference on Education and
Information Technology 2008 ( ICEIT ), October 22-24, San Francisco, 2008.
8. Docencia
Profesor en los programas de postgrado en el Tecnológico de Monterrey y en la
Universidad Autónoma del Estado de Morelos.
7.0 Tesis dirigidas
1 Tesis Doctoral, 3 Tesis de Maestria y 10 Tesis de Licenciatura.
Distinciones
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Desempeño académico en el programa de postgrado del Departamento de
Ingeniería Química del Instituto Tecnológico de Celaya.
Premio al desempeño extraordinario Instituto de Investigaciones Electricas
1994.
Candidato a investigador nacional 1991-1994 por el SNI.
Cátedras patrimoniales de excelencia académica 1996-1998.
Investigador nacional 1999-2002 por el SNI.
Investigador nacional 2003-2005 por el SNI.
Investigador nacional 2005-2009 por el SNI.
Investigador nacional 2010-2013 por el SNI.
Investigador nacional nivel II, 2014-2017 por el SNI.
Best paper award World Congress on Expert Systems 1998.
Best paper award Mexican International Conference on Artificial Intelligence
2000.
Best paper award 5th World Multiconference on Systems, Cybernetics and
Informatics 2001.
Best paper award International Conference on Education and Information
Technology 2008.
Best paper award IEEE International Conference on Innovative Computing
Technology 2013
Primer lugar como asesor en el certamen de tesis de Licenciatura en el
área de Informática y Control 1995-1997, IEEE-IIE-CFE.
Primer lugar como asesor en el certamen de tesis de Licenciatura en el
área de Informática y Control 1997-1999, IEEE-IIE-CFE.
Miembro de la mesa directiva de la Sociedad Mexicana de Inteligencia
Artificial 2002-2004, 2004-2006, 2006-2008, 2008-2010, 2010-2012, 20122014.
Asociaciones
Miembro de la Sociedad Mexicana de Inteligencia Artificial
Miembro de la IEEE Computer Society
Miembro de la IASTED
CIGRE Study Committee D2
Comités técnicos
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Miembro del Program Committee de la Mexican International Conference on
Artificial Intelligence Miembro del Program Committee de la International
Conference on Informatics in Control, Automation and Robotics –ICINCO.
Miembro del Program Committee de la International Conference on
Enterprise Information Systems ICEIS
Miembro del Program Committee de la International Conference on Neural
Networks and Associative Memories (2007, 2006).
Miembro del International Program Committee de la International
Conference on Knowledge-Based & Intelligent Information & Engineering
Systems (2008, 2007, 2006).
Miembro del International Program Committee de la IASTED International
Conference on Power and Energy Systems (2007, 2006, 2005, 2004, 2003,
2002).
Miembro del Program Committee de la Ibero-American Conference on
Artificial Intelligence (2004, 2002).
Miembro del local Committee de la International Joint Conference on
Artificial Intelligence –IJCAI 2003.
Miembro del Program Committee del Congreso Iberoamericano de
Reconocimiento de Patrones (2002).
Miembro del Program Committee del Internacional Symposium on Energy,
Informatics and Cybernetics 2005.
Miembro del Program Committee de la International Computing Conference
2002.
Program Chair of the Mexican International Conference on Artificial
Intelligence 2004.
Workshop Chair of the Mexican International Conference on Artificial
Intelligence 2007 y 2002).
Tutorial Chair of the Mexican International Conference on Artificial
Intelligence 2002.
Session Chair de la Mexican International Conference on Artificial
Intelligence, 2007, 2005, 2004, 2002).
Chair National Committee of the Symposium on Control of Power Plants
and Power Systems 1995.
Chair Technical Program of the Colloquium on Telecommunications and
Informatics for the Power Industry 2005.
Special reporter of the technical session Telecommunications and
Informatics of the CIGRE International Council on Large Electric Systems
2008.
Reviewer of the 4th World Congress on Expert Systems (WCES `98).
Reviewer of the World Multi-Conference on Systemics, Cybernetics and
Informatics 2004, 2003. 2001, 2000, 1999.
Reviewer of the IASTED International Conference on Robotics and
Manufacturing (1995).
Reviewer of the IASTED International Conference on Artificial Intelligence
and Soft Computing (2007).
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Reviewer of the IASTED International Conference POWER-CON Special
Theme Blackout (2003).
Reviewer IEEE Transactions on Energy Conversion.
Reviewer Information Fusion.
Reviewer Artificial Intelligence in Medicine.
Miembro del Editorial board of Research in Computing Science.
Miembro del Comite Editorial de la Revista Komputer Sapiens.
Evaluador de proyectos FONCICyT y Fondo FOMIX
Evaluador CONACYT