Current projects
  • Dynamic resilience assessment for process systems operating in harsh environment


  • Application of artificial neural network in risk assessment of process systems


  • Risk-based inspection and maintenance for pipelines in harsh cold environment


  • Risk-based management of produced water in oil and gas operations


  • Condition monitoring-based asset integrity management


  • Development of safety function deployment (SFD) fro HAZMAT transportation risk management 


  • Fate and transport modeling of oil spill in ice-infested waters


  • Development of fault tree using machine learning 



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