Machine learning-based adaptive model identification of systems: Application to a chemical process B Bhadriraju, A Narasingam, JSI Kwon Chemical Engineering Research and Design 152, 372-383, 2019 | 87 | 2019 |
Operable adaptive sparse identification of systems: Application to chemical processes B Bhadriraju, MSF Bangi, A Narasingam, JSI Kwon AIChE Journal 66 (11), e16980, 2020 | 71 | 2020 |
Risk-based fault prediction of chemical processes using operable adaptive sparse identification of systems (OASIS) B Bhadriraju, JSI Kwon, F Khan Computers & Chemical Engineering 152, 107378, 2021 | 43 | 2021 |
A modified Bayesian network to handle cyclic loops in root cause diagnosis of process faults in the chemical process industry P Kumari, B Bhadriraju, Q Wang, JSI Kwon Journal of Process Control 110, 84-98, 2022 | 35 | 2022 |
OASIS-P: Operable adaptive sparse identification of systems for fault prognosis of chemical processes B Bhadriraju, JSI Kwon, F Khan Journal of Process Control 107, 114-126, 2021 | 35 | 2021 |
A slip-spring framework to study relaxation dynamics of entangled wormlike micelles with kinetic Monte Carlo algorithm S Pahari, B Bhadriraju, M Akbulut, JSI Kwon Journal of Colloid and Interface Science 600, 550-560, 2021 | 31 | 2021 |
Development of parametric reduced-order model for consequence estimation of rare events P Kumari, B Bhadriraju, Q Wang, JSI Kwon Chemical Engineering Research and Design 169, 142-152, 2021 | 19 | 2021 |
An adaptive data-driven approach for two-timescale dynamics prediction and remaining useful life estimation of Li-ion batteries B Bhadriraju, JSI Kwon, F Khan Computers & Chemical Engineering 175, 108275, 2023 | 13 | 2023 |
Data-driven modeling of multimode chemical process: Validation with a real-world distillation column Y Choi, B Bhadriaju, H Cho, J Lim, IS Han, I Moon, JSI Kwon, J Kim Chemical Engineering Journal 457, 141025, 2023 | 13 | 2023 |
Prediction and isolation of process faults using operable adaptive sparse identification of systems (OASIS) and contribution plots B Bhadriraju, JSI Kwon, F Khan 2022 American Control Conference (ACC), 3626-3631, 2022 | 6 | 2022 |
Dynamic risk-based fault prediction of chemical processes using online sparse model identification B Bhadriraju, JSI Kwon, F Khan 2021 American Control Conference (ACC), 4964-4969, 2021 | 5 | 2021 |
10 DATA-DRIVEN ADAPTIVE SPARSE MODELING OF CHEMICAL PROCESS SYSTEMS B Bhadriaju, JSI Kwon, F Khan Energy Systems and Processes, 2023 | 2 | 2023 |
Resilience assessment of chemical processes using operable adaptive sparse identification of systems B Pawar, B Bhadriraju, F Khan, JSII Kwon, Q Wang Computers & Chemical Engineering 177, 108346, 2023 | 1 | 2023 |
A Systematic Approach for Controlling Processes Outside the Training Region of Data-Driven Models B Bhadriraju, J Kwon, F Khan 2023 AIChE Annual Meeting, 2023 | | 2023 |
Data-Driven Adaptive Sparse Identification of Time-Varying Nonlinear Dynamics for 2, 3-Bdo Distillation Column Y Choi, B Bhadriraju, H Cho, J Lim, I Moon, J Kwon, J Kim 2023 AIChE Annual Meeting, 2023 | | 2023 |
Modeling of Spatiotemporal Temperature Distribution in Hybrid Nanoscale Multifunctional Material for Desorption of CO2 RP Bhavsar, B Bhadriraju, GH Lee, AH Park, J Kwon 2023 AIChE Annual Meeting, 2023 | | 2023 |
A Data-Driven Model Predictive Control Framework for Optimal Charging of Li-Ion Batteries with Experimental Validation B Bhadriraju, J Lee, C Yu, J Kwon, F Khan 2022 AIChE Annual Meeting, 2022 | | 2022 |
Improved Long-Short Term Memory Model for Dynamic and Multimodal Processes Based on K-Means Clustering: Application to an Industrial 2, 3-Bdo Distillation Process Y Choi, B Bhadriraju, H Cho, J Lim, I Moon, J Kwon, J Kim 2022 AIChE Annual Meeting, 2022 | | 2022 |
Data-Driven Predictive Control of Two-Timescale Dynamics: Application to a Battery System B Bhadriraju, J Kwon, F Khan 2022 AIChE Annual Meeting, 2022 | | 2022 |
Handling cyclic loops for accurate root cause diagnosis of rare events in chemical processes using modified Bayesian network P Kumari, B Bhadriraju, Q Wang, JSI Kwon 2022 American Control Conference (ACC), 4292-4297, 2022 | | 2022 |