Application of natural language processing and machine learning in prediction of deviations in the HAZOP study worksheet: A comparison of classifiers

A Ekramipooya, M Boroushaki, D Rashtchian - Process Safety and …, 2023 - Elsevier
Abstract The HAZOP (Hazard and Operability) study is one of the most well-known
approaches in process hazard analysis. The HAZOP study is a systematic procedure a …

A method for assisting the accident consequence prediction and cause investigation in petrochemical industries based on natural language processing technology

F Wang, W Gu, Y Bai, J Bian - Journal of Loss Prevention in the Process …, 2023 - Elsevier
Risk analysis for production processes in the petrochemical industry is an important
procedure for consequence prediction and investigation of accidents. The analyzer must …

Intelligent HAZOP analysis method based on data mining

F Wang, W Gu - Journal of Loss Prevention in the Process Industries, 2022 - Elsevier
Accidents in production equipment are occurring with increasing frequency, which has
caused serious negative impacts on society and petrochemical enterprises. It is important to …

Ontology-based computer aid for the automation of HAZOP studies

JI Single, J Schmidt, J Denecke - Journal of loss prevention in the process …, 2020 - Elsevier
Hazard and Operability (HAZOP) studies are conducted to identify and assess potential
hazards which originate from processes, equipment, and process plants. These studies are …

OptHAZOP—an effective and optimum approach for HAZOP study

FI Khan, SA Abbasi - Journal of Loss Prevention in the Process Industries, 1997 - Elsevier
Qualitative hazard assessment is part of the detailed risk analysis of chemical process
industries and a hazard and operability (HAZOP) study is the best technique to carry out this …

Hazopexpert: An expert system for automating HAZOP analysis

R Vaidhyanathan… - Process Safety …, 1996 - Wiley Online Library
Hazard and operability (HAZOP) analysis is the study of systematically identifying every
conceivable deviation from the design intent, and all possible abnormal causes, and …

Prioritizing HAZOP analysis using analytic hierarchy process (AHP)

MR Othman, R Idris, MH Hassim… - Clean Technologies and …, 2016 - Springer
Hazard and operability (HAZOP) analysis is one of the most widely used methods for
process hazard analysis. However, the outcome of HAZOP analysis could result in …

ExpHAZOP+: Knowledge-based expert system to conduct automated HAZOP analysis

S Rahman, F Khan, B Veitch, P Amyotte - Journal of Loss Prevention in the …, 2009 - Elsevier
HAZOP (Hazard and Operability) is a preliminary and systematic approach for identifying
hazards and suggesting hazard mitigation measures in a process facility. A knowledge …

A new approach of integrating industry prior knowledge for HAZOP interaction

H Zhang, B Zhang, D Gao - Journal of Loss Prevention in the Process …, 2023 - Elsevier
Accidents often occur in the petrochemical industry, which have a negative impact on society
and the environment. Learning Process Safety Knowledge (PSK) from accident cases is …

A new intelligent assistant system for HAZOP analysis of complex process plant

F Wang, J Gao, H Wang - Journal of Loss Prevention in the Process …, 2012 - Elsevier
There are several problems that should be solved in the practical application of HAZOP
analysis, such as the inheritance instrument of experience knowledge, the classification of …