Software

A toolbox for predict key variables in wastewater treatment plants using machine learning models

• Paper: Prediction of key variables in wastewater treatment plants using machine learning models. IEEE World Congress on Computational Intelligence (WCCI 2022), 2022. [doi]

A toolbox for fault detection in Wastewater Treatment Plants

• Paper: Fault Detection in Wastewater Treatment Plants: Application of Autoencoders Models with Streaming Data. The 7th Workshop on Data Science for Social Good, 2022. [doi]

A toolbox for iteratively learning of a fuzzy system composed of addition of multiple univariate zero-order T-S fuzzy systems

• Paper:  Iterative learning of multiple univariate zero-order t-s fuzzy systems. IEEE 45th Annual Conference of the Industrial Electronics Society (IECON 2019), 2019. [doi]

A toolbox for neo-fuzzy neuron systems identification learning based on backfitting algorithm

• Paper: Iterative learning of multiple univariate zero-order t-s fuzzy systems. IEEE 45th Annual Conference of the IEEE Industrial Electronics Society (IECON 2019), 2019. [doi]

A toolbox for dynamically adjusting the controller setpoint using metaheuristic algorithms

• Paper:  Dynamic Setpoint Optimization Using Metaheuristic Algorithms for Wastewater Treatment Plants. IEEE 48th Annual Conference of the IEEE Industrial Electronics Society (IECON 2022), 2022. [doi]

A toolbox to self-evolve a direct fuzzy controller represented by univariate control rules

• Paper: Self-Evolving Fuzzy Controller Composed of Univariate Fuzzy Control Rules. Applied Science, 2020. [doi]

A toolbox to self-evolve an online fuzzy controller

• Paper: Online Evolving Fuzzy Control Design: An Application to a CSTR Plant. IEEE 15th International Conference on Industrial Informatics (INDIN 2017), 2017. [doi]

A toolbox to self-tuning PID controllers

• Paper:  Self-tuning pid controllers in pursuit of plug and play capacity. Control Engineering Practice, 2017. [doi]