Bioprocess Control Using a Recurrent Neural Network Model. - Marian Barbu; Sergiu Caraman; Emil Ceanga (ISIC, 2005)

Predictive Control of a Wastewater Treatment Process. - Sergiu Caraman; Mihaela Sbarciog; Marian Barbu (Int. J. Comput. Commun. Control, 2007)

Fractional order controllers for urban wastewater treatment systems. - Marian Barbu; Emil Ceanga (MED, 2015)

Control strategies for the sludge line in wastewater treatment plants. - Marian Barbu; Ramón Vilanova; Ignacio Santín (AQTR, 2016)

Model reference PI controller tuning for Second Order Inverse Response and Dead Time Processes. - J. A. Martinez; Orlando Arrieta; Ramón Vilanova; José David Rojas; Leonardo Marín; Marian Barbu (ETFA, 2016)

Fuzzy control of an electrical energy generation system based on renewable sources. - Ciprian Vlad; Marian Barbu; Ramón Vilanova (ETFA, 2016)

New perspective on how to build and evaluate control strategies for wastewater treatment plants. - Marian Barbu; Ramón Vilanova; Montse Meneses (MED, 2016)

Manipulating the sludge flow to increase methane production and to reduce effluent pollution in wastewater treatment plants. - Ignacio Santín; Ramón Vilanova; Marian Barbu; Carles Pedret (MED, 2016)

INTELSIS - Photovoltaic test bench: First experimental results. - Silviu Epure; Ciprian Vlad; Romeo Paduraru; Marian Barbu (ETFA, 2017)

Considerations on the disturbance attenuation problem for PI/PID controllers for a generic load disturbance dynamics. - Ramón Vilanova; Víctor M. Alfaro; Antonio Visioli; Marian Barbu (ETFA, 2017)

Event-based internal model control approach for frequency deviation control in islanded micro grid. - Ramón Vilanova; Carles Pedret; Marian Barbu; Orlando Arrieta (ETFA, 2017)

Event-based cascade controller for nitrogen removal in wastewater treatment plant. - Ramón Vilanova; Ignacio Santín; Carles Pedret; Marian Barbu (ICSC, 2018)

SPEET: Visual Data Analysis of Engineering Students Performance From Academic Data. - Manuel Domínguez 002; Ramón Vilanova; Miguel A. Prada; José López Vicario; Marian Barbu; Maria João Varanda Pereira; Michal Podpora; Umberto Spagnolini; Paulo Alves; Anna Maria Paganoni (LASI-SPAIN, 2018)

The Anaerobic Digestion Process Control Using Data Driven Methods. - Larisa Condrachi; Emil Ceanga; Ramón Vilanova; Cezar Bichescu; Marian Barbu (ICSTCC, 2019)

Multivariable control strategy for the photosynthetic cultures of microalgae. - George Adrian Ifrim; Mariana Titica; Sahar Deppe; Björn Frahm; Marian Barbu; Sergiu Caraman (ICSTCC, 2019)

Control Strategies of Phosphorus Removal in Wastewater Treatment Plants. - Laurentiu Luca; Alina Pricopie; Marian Barbu; George Ifrim; Sergiu Caraman (ICSTCC, 2019)

Dissolved oxygen control in wastewater treatment plants considering sensor noise and actuator delays. - Ignacio Santín; Ramón Vilanova; Carles Pedret; Marian Barbu (ICSTCC, 2019)

Fuzzy-Optimal Control Strategies for a Wastewater Treatment Plant. - Laurentiu Luca; Alina Pricopie; Iulian Vasiliev; Marian Barbu; Sergiu Caraman (ICSTCC, 2020)

Manipulating internal recirculation flow rate on the biological process in wastewater treatment. - Ignacio Santín; Ramón Vilanova; Carles Pedret; Marian Barbu (ICSTCC, 2020)

Educational Data Mining for Tutoring Support in Higher Education: A Web-Based Tool Case Study in Engineering Degrees. - Miguel A. Prada; Manuel Domínguez 002; José López Vicario; Paulo Alexandre Vara Alves; Marian Barbu; Michal Podpora; Umberto Spagnolini; Maria João Varanda Pereira; Ramón Vilanova (IEEE Access, 2020)

Testing Platform for Real-Time Controllers Based on Hardware In the Loop Simulation. - Irina Luca; Larisa Condrachi; Laurentiu Luca; Ramón Vilanova; Marian Barbu (ETFA, 2021)

Random coordinate descent methods for non-separable composite optimization. - Liliana Maria Ghinea; Ion Necoara; Marian Barbu (ECC, 2021)

Data-Driven Internal Model Control of an Anaerobic Digestion Process. - Larisa Condrachi; Ramón Vilanova; Marian Barbu (ICSTCC, 2021)

Data-Driven Multivariable Control of a Microalgae Growth Process. - George Ifrim; Marian Barbu; Georgiana Horincar; Mariana Titica (ICSTCC, 2021)

Mathematical Model of a Collecting and Wastewater Treatment Integrated System. - Iulian Vasiliev; Laurentiu Luca; Marian Barbu; Alina Pricopie; Sergiu Caraman (ICSTCC, 2021)

Using Optimal Filters for Plug-in Type Repetitive Controllers for Periodic Inputs. - Larisa Diaconu; Ramón Vilanova; Marian Barbu (ETFA, 2023)

Control of a wastewater treatment process using linear and nonlinear model predictive control. - Liliana Maria Ghinea; Daniela Lupu; Marian Barbu; Ion Necoara (ETFA, 2023)

PID control based biomass algae production profile in batch Photo-bioreactor. - George Ifrim; Marian Barbu; Montserrat Meneses; Ramón Vilanova (ETFA, 2023)

Modeling of Porphyridium purpureum Photosynthetic Growth in an Air-Lift Photobioreactor. - Ira Adeline Simionov; Alina Antache; Marian Barbu; George Adrian Ifrim; Mariana Titica; Ramón Vilanova (ETFA, 2023)

Model Predictive Control of a wastewater treatment process using neural networks. - Iulian Vasiliev; Irina Luca; Larisa Condrachi; Laurentiu Luca; Marian Barbu; Ramón Vilanova; Sergiu Caraman (ETFA, 2023)

Sliding Window-based Particle Swarm optimization Algorithm for a Sewer Network. - Iulian Vasiliev; Laurentiu Luca; Marian Barbu; Ramón Vilanova; Sergiu Caraman (ECC, 2023)

An analysis towards integrated control of wastewater collecting and treatment systems. - Iulian Vasiliev; Laurentiu Luca; Marian Barbu; Ramón Vilanova; Sergiu Caraman (ICSTCC, 2023)

Semi-Supervised Anomaly Detection of Dissolved Oxygen Sensor in Wastewater Treatment Plants. - Liliana Maria Ghinea; Mihaela Miron; Marian Barbu (Sensors, 2023)

Enhancing Wastewater Treatment Sensor Fault Detection through Deep Learning. - Liliana Maria Ghinea; Mihaela Miron; Marian Barbu (ICSTCC, 2024)

Classification of skin lesions using morpho-granulometry features derived from color clusters. - Gigi Tabacaru; Simona Moldovanu; Marian Barbu (ICSTCC, 2024)

Enhancing Effluent Quality Predictions in Wastewater Treatment with LSTM Neural Network. - Daniel Voipan; Iulian Vasiliev; Larisa Diaconu; Andreea-Elena Voipan; Marian Barbu (ICSTCC, 2024)

Texture Analysis of Breast US Images Using Morphological Transforms, Hausdorff Dimension and Bagging Ensemble Method. - Gigi Tabacaru; Simona Moldovanu; Marian Barbu (MED, 2024)

Convolutional Neural Network-Machine Learning Model: Hybrid Model for Meningioma Tumour and Healthy Brain Classification. - Simona Moldovanu; Gigi Tabacaru; Marian Barbu (J. Imaging, 2024)

A Robust Machine Learning Model for Diabetic Retinopathy Classification. - Gigi Tabacaru; Simona Moldovanu; Elena Raducan; Marian Barbu (J. Imaging, 2024)

Deep Learning Techniques Employed for Anomaly Detection in Wastewater Treatment Plants. - Liliana Maria Ghinea; Iulian Vasiliev; Marian Barbu (MED, 2025)

A Kernel PCA-Based Ensemble Deep Learning Approach for Foveal Avascular Zone Classification. - Stefan Miron; Simona Moldovanu; Mihaela Miron; Marian Barbu (MED, 2025)

Influence of Symmetric and Asymmetric CAE-CNN on Colon Cancer Histopathological Images Classification. - Dan Munteanu; Simona Moldovanu; Gigi Tabacaru; Marian Barbu (MED, 2025)