Piyush Agarwal

A novel unsupervised approach for batch process monitoring using deep learning

Piyush Agarwal, Mohammad Aghaee, Melih Tamer et al. · Computers & Chemical Engineering · 2022 · 48 citations

Engineering, Machine Learning, Data Science +8

Deep Learning for Classification of Profit-Based Operating Regions in Industrial Processes

Piyush Agarwal, Melih Tamer, M. Hossein Sahraei et al. · Industrial & Engineering Chemistry Research · 2019 · 24 citations

Artificial Intelligence, Engineering, Machine Learning +19

Hierarchical Deep LSTM for Fault Detection and Diagnosis for a Chemical Process

Piyush Agarwal, Jorge Ivan Mireles Gonzalez, Ali Elkamel et al. · Processes · 2022 · 24 citations · Full text

Artificial Intelligence, Fault Diagnosis, Engineering +18

Design and Optimization of a Penicillin Fed-Batch Reactor Based on a Deep Learning Fault Detection and Diagnostic Model

Dylan Hematillake, Daniele Freethy, Jacob McGivern et al. · Industrial & Engineering Chemistry Research · 2022 · 14 citations

Artificial Intelligence, Fault Diagnosis, Convolutional Neural Network +16

Model-based intensification of CHO cell cultures: One-step strategy from fed-batch to perfusion

Anne Richelle, Brandon Corbett, Piyush Agarwal et al. · Frontiers in Bioengineering and Biotechnology · 2022 · 14 citations · Full text

Engineering, Cell Culture, One-step Strategy +19