Bases de datos bibliográficas:

Publicaciones del académico:

• A hybrid clustering approach for electrical load profiles considering weather conditions based on matrix-tensor decomposition
• Spatio-temporal Data-Driven and Machine Learning based Applications for Transmission Systems
• Digital Twin Adaptive Remedial Action Scheme for Preventing Voltage Collapse

• Events Classification in Power Systems with Distributed Generation Sources Using an LSTM-Based Method with Multi-Input Tensor Approach
• Robust Three-Stage Dynamic Mode Decomposition for Analysis of Power System Oscillations
• Power system coherency recognition and islanding: Practical limits and future perspectives
• Monitoring and Control of Electrical Power Systems Using Machine Learning Techniques

• Bio-inspired Optimization Strategy for Identify Coherent Nonlinear Generators Response
• Data compression for advanced monitoring infrastructure information in power systems based on tensor decomposition
• State-of-the-art of data collection, analytics, and future needs of transmission utilities worldwide to account for the continuous growth of sensing data
• A fast automatic detection and classification of voltage magnitude anomalies in distribution network systems using pmu data
• A spatio-temporal processing Padé approach for visualizing harmonic distortion propagation on electrical networks
• Application of spatio-temporal data-driven and machine learning algorithms for security assessment

• Power Systems
• A Geographic Information System Application to Estimate the Weather-Dependent Power System Losses
• Single value decomposition to estimate critical clearing time of a power system using measurements
• A Tensor Decomposition Approach for Contingency Screening and Coherency Identification in Power Systems
• Fast-training feedforward neural network for multi-scale power quality monitoring in power systems with distributed generation sources
• Wide-Area Monitoring of Large Power Systems Based on Simultaneous Processing of Spatio-Temporal Data

• Iot-based electricity bill for domestic applications
• Three-way unsupervised data mining for power system applications based on tensor decomposition
• A qualitative-quantitative hybrid approach for power quality disturbance monitoring on microgrid systems

• Parameter Estimation of a Grid-Connected VSC Using the Extended Harmonic Domain
• Studies in Computational Intelligence
• Preface
• Virtual instrumentation based learning methodology for teaching power system measurement and protection
• Editorial 2019
• Online coherency identification and stability condition for large interconnected power systems using an unsupervised data mining technique
• Diagnosis of interturn faults of single-distribution transformers under controlled conditions during energization
• Data analytic tool for clustering identification based on dimensionality reduction of frequency measurements
• Power flow modeling of islanded AC microgrids with hierarchical control
• Metaheuristics algorithms in power systems
• Non-conventional overcurrent relays coordination
• Clustering representative electricity load data using a particle swarm optimization algorithm
• A modified crow search algorithm with applications to power system problems
• Bio-inspired Optimization Algorithms for Solving the Optimal Power Flow Problem in Power Systems
• Optimal location of FCL
• Introduction to metaheuristics methods
• Metaheuristic schemes for parameter estimation in induction motors
• Overcurrent Relay Coordination, Robustness and Fast Solutions

• Fourier-series approach to model order reduction and controller interaction analysis of large-scale power system models
• Monitoring harmonic distortion in microgrids using dynamic mode decomposition
• Transient stability enhancement using awide-area controlled SVC: An Hil validation approach
• State-feedback control for damping inter-area oscillations on electrical power systems
• Analysis of Synchronverters and Droop Control Scheme During Microgrid Operation: A Performance Comparison Approach
• Parameter estimation of a grid-connected VSC using the extended harmonic domain
• Contingency ranking for dynamic security analysis using a trigonometric based index
• Transient stability enhancement using a wide-area controlled SVC: An HIL validation approach
• Synthesizing electrical signals with harmonic and inter-harmonic components through generalized Fourier series
• Identification of coherent areas using a power spectral density algorithm