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Deep Neural Network-based Optimization Framework for Safety Evacuation Route during Toxic Gas Leak Incidents
16 references·2 citing·44 second hop
Deep Neural Network-based Optimization Framework for Safety Evacuation Route during Toxic Gas Leak Incidents (2021)Deep Neural Network-based Optimization Fr…A dynamic approach for evaluating the consequences of toxic gas dispersion in the chemical plants using CFD and evacuation modelling (2020)A dynamic approach for evalua…A comparative dimensionality reduction study in telecom customer segmentation using deep learning and PCA (2020)A comparative dimensionality …Optimal route selection model for fire evacuations based on hazard prediction data (2019)Optimal route selection model…Emergency Evacuation Plan for Hazardous Chemicals Leakage Accidents Using GIS-based Risk Analysis Techniques in South Korea (2019)Emergency Evacuation Plan for…Machine learning of fire hazard model simulations for use in probabilistic safety assessments at nuclear power plants (2018)Machine learning of fire haza…CFD modeling of large-scale flammable cloud dispersion using FLACS (2018)CFD modeling of large-scale f…Multi-objective evacuation routing optimization for toxic cloud releases (2016)Multi-objective evacuation ro…A dynamic approach for the impact of a toxic gas dispersion hazard considering human behaviour and dispersion modelling (2016)A dynamic approach for the im…The real-time estimation of hazardous gas dispersion by the integration of gas detectors, neural network and gas dispersion models (2015)The real-time estimation of h…Sensitivity analysis for volcanic source modeling quality assessment and model selection (2012)Sensitivity analysis for volc…A protocol for the evaluation of LNG vapour dispersion models (2012)A protocol for the evaluation…Quantitative risk analysis of toxic gas release caused poisoning—A CFD and dose–response model combined approach (2010)Quantitative risk analysis of…Modeling emergency evacuation for major hazard industrial sites (2006)Modeling emergency evacuation…The Bhopal disaster and its aftermath: a review (2005)The Bhopal disaster and its a…Process Systems Risk Management (2005)Process Systems Risk Manageme…Lees' Loss Prevention in the Process Industries: Hazard Identification, Assessment and Control (1996)Lees' Loss Prevention in the …A systematic review of methodologies for human behavior modelling and routing optimization in large-scale evacuation planning (2024)A systematic review of method…A methodology based on Dijkstra's algorithm and mathematical programming for optimal evacuation in process plants in the event of major tank fires (2023)A methodology based on Dijkst…Bhopal: Anatomy of a Crisis (1988)Advocacy after Bhopal (2001)Earthsummit.Biz: The Corporate Takeover of Sustainable Development (2002)The Food Industry and Self-Regulation: Standards to Promote Success and to Avoid Public Health Failures (2009)The impact of uncertainty and communal coping on mental health following natural disasters (2011)Crisis Leadership (2022)A Coefficient of Agreement for Nominal Scales (1960)Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates (2001)Global Sensitivity Analysis. 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(2004)LNG Risk Based Safety (2010)Validation of FLACS against experimental data sets from the model evaluation database for LNG vapor dispersion (2010)A dynamic multi-agent approach for modeling the evolution of multi-hazard accident scenarios in chemical plants (2020)Dynamic vulnerability assessment of process plants with respect to vapor cloud explosions (2020)A novel vulnerability model considering synergistic effect of fire and overpressure in chemical processing facilities (2021)Wayfinding: people, signs, and architecture (1992)Pedestrian and evacuation dynamics (2002)Pedestrian and Evacuation Dynamics 2012 (2014)An Efficient Sampling Technique for Off-Line Quality Control (1997)Deep learning based quantitative property-consequence relationship (QPCR) models for toxic dispersion prediction (2021)Deep learning-based dispersion prediction model for hazardous chemical leaks using transfer learning (2024)Risk assessment of ammonia bunkering operations: Perspectives on different release scales (2024)The boiling liquid expanding vapour explosion (BLEVE): Mechanism, consequence assessment, management (2006)Hazard and operability (HAZOP) analysis. A literature review (2009)Dynamic safety assessment of natural gas stations using Bayesian network (2016)A quantitative risk management framework for dust and hybrid mixture explosions (2011)A framework for human error analysis of offshore evacuations (2012)Integrated management systems as a key facilitator of occupational health and safety risk management: A case study in a medium sized waste management firm (2020)Integrated customer lifetime value (CLV) and customer migration model to improve customer segmentation (2022)Customer Analysis Using Machine Learning-Based Classification Algorithms for Effective Segmentation Using Recency, Frequency, Monetary, and Time (2023)Deep learning for algorithmic trading: A systematic review of predictive models and optimization strategies (2025)
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References

  • 1996Lees' Loss Prevention in the Process Industries: Hazard Identification, Assessment and Control766 cited
  • 2005The Bhopal disaster and its aftermath: a review541 cited
  • 2012Sensitivity analysis for volcanic source modeling quality assessment and model selection261 cited
  • 2020A comparative dimensionality reduction study in telecom customer segmentation using deep learning and PCA150 cited
  • 2016A dynamic approach for the impact of a toxic gas dispersion hazard considering human behaviour and dispersion modelling95 cited
  • 2018CFD modeling of large-scale flammable cloud dispersion using FLACS89 cited
  • 2006Modeling emergency evacuation for major hazard industrial sites89 cited
  • 2015The real-time estimation of hazardous gas dispersion by the integration of gas detectors, neural network and gas dispersion models86 cited
  • 2005Process Systems Risk Management85 cited
  • 2019Optimal route selection model for fire evacuations based on hazard prediction data83 cited
  • 2010Quantitative risk analysis of toxic gas release caused poisoning—A CFD and dose–response model combined approach81 cited
  • 2016Multi-objective evacuation routing optimization for toxic cloud releases72 cited
  • 2018Machine learning of fire hazard model simulations for use in probabilistic safety assessments at nuclear power plants65 cited
  • 2019Emergency Evacuation Plan for Hazardous Chemicals Leakage Accidents Using GIS-based Risk Analysis Techniques in South Korea

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50 cited
  • 2020A dynamic approach for evaluating the consequences of toxic gas dispersion in the chemical plants using CFD and evacuation modelling49 cited
  • 2012A protocol for the evaluation of LNG vapour dispersion models38 cited
  • Cited by

    • 2024A systematic review of methodologies for human behavior modelling and routing optimization in large-scale evacuation planning74 cited
    • 2023A methodology based on Dijkstra's algorithm and mathematical programming for optimal evacuation in process plants in the event of major tank fires68 cited