Douglas Plaza

Escuela Superior Politecnica del Litoral — EC

Environmental Science · Physical Sciences

12h-index902citations70works2.72yr avg
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Research Topics

Hydrology and Watershed Management Studies(14), Flood Risk Assessment and Management(11), Meteorological Phenomena and Simulations(10), Advanced Control Systems Optimization(10), Advanced Control Systems Design(9)

Publications70 total

Water-Level Forecasting Based on an Ensemble Kalman Filter with a NARX Neural Network Model
2025Open Access
IoT-based HVAC system modeling
E3S Web of Conferences·2025Open Access
Multivariate Hydrological Modeling Based on Long Short-Term Memory Networks for Water Level Forecasting
Information·2024· 5 citedOpen Access
Multivariate Hydrologycal Modelling based on Long Short Term Memory Networks for Water Level Forecasting.
Preprints.org·2024· 9 citedOpen Access
Adaptive PID Control Strategy with Online Model Parameter Identification for Dynamic Systems: Design and Simulation
Lecture notes in networks and systems·2024· 2 cited
Comparative Analysis of Nonlinear Methods for Multivariable Water Level Prediction: The Case Study of the Atrato River
Journal of Electrical and Computer Engineering·2024· 2 citedOpen Access
Codesys and TIA Portal as a Platform for the Virtual Commissioning of a Multivariable Control System
Lecture notes in networks and systems·2024· 1 cited
Temperature- Induced Surface Electromyography Changes: A Study on Physiological Responses and Neural Network Predictions
2023
Comparison of Control Strategies for Temperature Control of Buildings
2023
Comparative Study of the Performance of Two Nonlinear Filters in the Estimation of the State of Charge of a Battery
2023· 2 cited
Nonlinear State Estimation in a Chemical Reactor Using the Ensemble Kalman Filter
2023
KALMAN FILTER APPLIED TO A DIFFERENTIAL ROBOT
2023Open Access
Multivariable NARX Based Neural Networks Models for Short-Term Water Level Forecasting
2023· 6 citedOpen Access
An Advanced Fractional Order Method for Temperature Control
Fractal and Fractional·2023· 3 citedOpen Access
Ensemble kalman filter and particle filter-based state estimation on electrical power systems
Journal of Physics Conference Series·2021· 6 citedOpen Access
Distributed Formation Control for Multiagent Systems Using a Fractional-Order Proportional–Integral Structure
IEEE Transactions on Control Systems Technology·2021· 30 cited
Temperature Influences at the Myoelectric Level in the Upper Extremities of the Human Body
The Open Biomedical Engineering Journal·2020· 2 citedOpen Access
A Fractional Order Predictive Control for Trajectory Tracking of the AR.Drone Quadrotor
Lecture notes in electrical engineering·2020· 4 cited
Distributed Control of Second-Order Multi-Agent Systems: Fractional Integral Action and Consensus
2020· 3 cited
Stochastic Control for DC–DC Power Converters: A Generalized Minimum Variance Control Approach
IFAC-PapersOnLine·2020· 5 citedOpen Access
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Frequent Co-authors

Ricardo Cajo(15), Robain De Keyser(13), Valentijn Pauwels(10), Clara M. Ionescu(10), Patrick Matgen(9), Gabriëlle De Lannoy(9), Robin De Keyser(8), H. H. G. Savenije(6), Laura Giustarini(6), M. Montanari(5), Renaud Hostache(5), Kevin Eduardo Lucas Marcillo(5), Shiquan Zhao(5), Gabriel Intriago(5), Eduardo Giraldo(5), Laurent Pfister(4), L. Hoffmann(4), Holger Cevallos(4), Jackson B. Rentería-Mena(4), Efrén V. Herrera(4)