Jorge Loy-Benitez

Sustainable and reliable design of reverse osmosis desalination with hybrid renewable energy systems through supply chain forecasting using recurrent neural networks

Qian Li, Jorge Loy-Benitez, KiJeon Nam et al. · Energy · 2019 · 110 citations

Engineering, Environmental Engineering, Sustainable Energy +9

Sequential prediction of quantitative health risk assessment for the fine particulate matter in an underground facility using deep recurrent neural networks

Jorge Loy-Benitez, Paulina Vilela, Qian Li et al. · Ecotoxicology and Environmental Safety · 2018 · 79 citations

Pollution Detection, Environmental Monitoring, Machine Learning +12

A deep reinforcement learning-based autonomous ventilation control system for smart indoor air quality management in a subway station

SungKu Heo, KiJeon Nam, Jorge Loy-Benitez et al. · Energy and Buildings · 2019 · 79 citations

Artificial Intelligence, Engineering, Machine Learning +10

Data-Driven Hybrid Model for Forecasting Wastewater Influent Loads Based on Multimodal and Ensemble Deep Learning

SungKu Heo, KiJeon Nam, Jorge Loy-Benitez et al. · IEEE Transactions on Industrial Informatics · 2020 · 74 citations

Forecasting Methodology, Engineering, Machine Learning +18

Soft sensor validation for monitoring and resilient control of sequential subway indoor air quality through memory-gated recurrent neural networks-based autoencoders

Jorge Loy-Benitez, SungKu Heo, ChangKyoo Yoo · Control Engineering Practice · 2020 · 71 citations

Soft Sensor Validation, Environmental Monitoring, Machine Learning +5