Team 3B-Lab

Phd thesis in progress

Daniel Rodriguez Soto received the B.S. and MSc. degrees in physical sciences from the University of Guadalajara, Jalisco, Mexico, in 2016 and 2019, respectively. Currently, he is a PhD student in electronic and computer sciences with focus on electrical power systems at the University of Guadalajara.

He has published papers in international journals and at international conferences in the field of  Physics and Data Analysis. He has been collaborating  for Gravitational Waves Data Analysis Group from the University of Guadalajara and LIGO Scientific Collaboration in the Supernova Group. His research interests include Data Analysis and Implementation of data driven algorithms in power systems applications, analysis of electrical power systems, Spatial-Temporal techniques and Machine Learning.


Ernesto Beltrán González is graduated from the Universidad Autónoma de Zacatecas, where he received the B.E. degree in electrical engineering in 2018. Actually he is working on his master's thesis in the Universidad de Guadalajara, where he is pursuing the Msc. degree:  Anomaly voltage detection using a supervised machine learning strategy.

Advanced scripting knowledge in both Matlab and Python, with a good repertoire of the most used programming languages. Big Data, Power Systems and Machine Learning comes with his career approach.  Self-learning supporter, open source enthusiast with special interest in Python programming language. His hobbies are the seventh Art, play chess, videogames and the piano.


Msc thesis in progress

Eyder Cervera is graduated from University of Guadalajara in  Electrical Engineering. He is currently working at PISA Lab, as digital engineering design. Now is pursing the master´s degree in Data Science at  Universidad de Guadalajara with the thesis topic:  

Graduated Phd Students:

 5.- Oswaldo Issac Cortes Robles,  Intelligent Power Quality Monitoring on Distributed Generation Systems,  Phd- 2022, (    Assistan Professor, Universidad Tecnologica de Jalisco)

4.- Betsy Sandoval Guzman,  Analysis of data in electrical power systems using techniques based on tensor decomposition methods , Phd- 2022, (Postdoctoral fellow at EMPA, Material Science and Technology,  Switzerland)

3.-Jose Ivan Reyes Cabrera*, Un Enfoque Híbrido para la Localización, Visualización y Análisis de Disturbios en Sistemas de Potencia, Phd- 2017, (Director del Dpto de Ciencias Básicas de la  Universidad Autónoma de Guadalajara).

2.  José de Jesús Nuño Ayón*, Un marco teórico de separación de fuente para extracción y caracterización de modos oscilatorios a partir de sistemas de medición de área amplia; Phd-2016, (Assistan Professor, Universidad de Guadalajara).

1. Ramon Octavio Jimenez Betancourt*, Non-Recursive Normal Form Method Applied to Study Non-Linear Modal Interaction Phenomenon, Phd-2007. (Research-professor at University of Colima).


* Shared supervision with the Professor Arturo Roman Messina (CINVESTAV)


Graduated Msc Students in Data Science:

  1.     Mario Palomino Hdz,  "Detección de Anomalías en Datos de Consumo de Energía Eléctrica Utilizando Análisis Topológico de Datos", 12/07/2023,  (IBM MX)

2.      Andree Michel Irving Angeles De la Cruz,  "“Análisis predictivo del precio de la plata utilizando un modelo hibrido de red neuronal profunda y patrón de correlación en materias primas”", 05/07/2022,  (USA)



Graduated Msc Students in Electrical Enginnering:

       25.  Jose Raul Barda Diaz, " Optimizacion mono-objetivo y multi-objetivo para la ubicación óptima de PMUs que garantizen la observabilidad completa de redes eléctricas de transmisión, 17/11/2023. 

       24 .-Alejandro Tomas Paramo Diaz, "Pronostico de potencia eólica a corto plazo con el método híbrido: SARIMAX-MLP", 06/06/2023. 

       23.-   Eric Saúl Ramírez Macías, " Estimation of the inertia in power systems during transient processes based on data processing algorithms",     12/12/2022     

        22.- Salvador Lara Garcia , "Dynamic security assessment in power system by estimation of operative  state conditions using data science", 09/12/2021, (Phd student)

 21. Ernesto Beltran Gonzalez, "  Detection and classification of anomalies in the voltage signal of a synchrophasor using a supervised machine-learning strategy ", 28/07/2021, (Phd student)

 20.    Karen Aketzalli Villarreal Chairez, "Integration and evaluation of the impact of geo-climatic variables in operation and planning studies of interconnected power systems".  (09/06/2021) , (CENACE- Ciudad de MX)

  19.- Josue Romero Rojas, "Data-driving method based on spectral analysis of linear operator for simultaneous processing of spatio-temporal data , 2020, (ABB, SLP)

 18.- Emanuel Rosas Hernández, “Real time implementation of Prony algorithm for modal parametric identification using synchrophasor measurements”, Mcs 2018, (SEL, MX)

 17.- Eyder Kiril Cervera, “Particle Swarm Intelligence Optimization Approach for Clustering of Low and High Dimensional Databases”, Msc, (31/01/2019), (PISA Laboratories)

 16.- Julio Humberto Te, Dynamic estimation response of power system using a Kriging interpolation approach, Msc 2018, (Universidad Tecnologica de Campeche)

15.- Osvaldo Isaac Robles, Multiscale recurrence quantification analysis for clustering harmonic analysis, Msc  (21/05/2018), (Phd)

14.- Antonio Emanuel Saldaña, Monitoring distortion harmonics using dynamic mode decomposition, Msc 2018, (Univ. of Nayarit).

13.- Betsy Sandoval Guzmán, Identification of Coherent Time Varying Trajectories using Recurrent Quantitative Analysis, Msc-2016, (Phd).

12.- Ana Berenice Arechiga Reyna, Analysis of Residential Electrical Profile Pattern Data By Dimensional Reduction Techniques, Msc-2016, (Intel-GDL).

11.- Rafael Funes Ríos, Identification of Costly Contingencies by Transient Stability-Constrained Optimal Power Flow, Msc-2016, (CENACE)

10.- José Arnulfo Regalado Rojas, A Multi-Objective Solution for Optimal Power Flow using a Modified Flower Pollination Algorithm; Msc-2016, (Flextronics S.A.)

9.- Francisco Gutiérrez Perez, Vulnerability Analysis of Power Grids Using Modified centrality measures, Msc-2013. (Working at IIE-Cuernavaca).

8.- Jose Ivan Reyes, Ambient data analysis using singular spectrum analysis technique, Msc-2012. (Phd student).

7.- Jorge Ramos Romero, monitoring of dominant low frequency modes using stochastic subspace identification algorithm, Msc-2012. (Technological University of Leon).

6.- Jose de Jesus Ayón, Identification of Coherent Generator Groups using Sliding Cross-Spectral Algorithm, Msc- 2011. (University of Guadalajara).

5.- Jorge Ivan Sanchez, Instantaneous identification of modal information from sub-synchronous oscillations using Simplified Recursive Newton Type Algorithm. Msc-2010. (Scientific Institute of Technology).

4.- Julian Sotelo Castañon, On-line Monitoring of low frequency oscillations using IIR Filter Bank Decomposition, Msc-2010. (Universidad de Guadalajara).

3.- Alejandro Calderon, Analysis of modal resonance using the normal mode method, Msc-2008. (Working at Siemens).

2.- Sergio Enrique Vazquez, Identification and quantification of non-linear modal interaction in stressed power systems, Msc-2007. (Working at CENACE).

1.- Mauricio Morado, Numerical differentiation technique to compute higher-order gradients associated to small signal stability models, Msc-2006. (Working at CENACE).