Pallavi Kumari

A modified Bayesian network to handle cyclic loops in root cause diagnosis of process faults in the chemical process industry

Pallavi Kumari, Bhavana Bhadriraju, Qingsheng Wang et al. · Journal of Process Control · 2022 · 69 citations

Engineering, Chemical Engineering, Systems Engineering +17

An integrated risk prediction model for corrosion-induced pipeline incidents using artificial neural network and Bayesian analysis

Pallavi Kumari, Syeda Zohra Halim, Joseph Sang‐Il Kwon et al. · Process Safety and Environmental Protection · 2022 · 69 citations

Computing, Computer Science, Risk Management +17

Root Cause Analysis of Key Process Variable Deviation for Rare Events in the Chemical Process Industry

Pallavi Kumari, Dongheon Lee, Qingsheng Wang et al. · Industrial & Engineering Chemistry Research · 2020 · 48 citations

Engineering, Chemical Engineering, Process Systems Engineering +16

Development of parametric reduced-order model for consequence estimation of rare events

Pallavi Kumari, Bhavana Bhadriraju, Qingsheng Wang et al. · Process Safety and Environmental Protection · 2021 · 26 citations

Engineering, Biostatistics, Stochastic Modeling +13

A unified causation prediction model for aboveground onshore oil and refined product pipeline incidents using artificial neural network

Pallavi Kumari, Qingsheng Wang, Faisal Khan et al. · Process Safety and Environmental Protection · 2022 · 18 citations

Engineering, Petroleum Engineering, Risk Management +17