Seismic resilience assessment of emergency departments based on the state tree method

Abstract Hospital emergency departments are highly important systems and treat injured people during earthquakes. It is essential that their functionality is maintained during or recovered immediately after a disastrous earthquake; this is referred to as seismic resilience. A systematic analysis of the involved components and their influence on the functionality are required to quantify the functionality and seismic resilience. A number of studies have analyzed emergency departments under normal operating conditions using various system analysis methods. However, there are few studies on the post-earthquake performance of such systems. To this end, we propose an evaluation framework based on the state tree method to quantify the component’s influences on the functionality and the seismic resilience from an engineering perspective. A typical emergency department is analyzed, and the state tree model is developed. The component contribution to the functionality is explicitly expressed using the fault tree method and the failure transfer mechanism is determined by success paths. The functionality is thus defined as the ratio of successful paths to total possible paths. The system fragility is then calculated based on the full probability theory and the results are used to validate the simulation method. The critical components that significantly affect the functionality and the recovery can be identified while considering a practical repair process. Finally, the resilience curve of the emergency department is developed based on the fragility of the components. The effectiveness of the proposed method for the functionality quantification and the resilience evaluation is fully demonstrated.

[1]  Gian Paolo Cimellaro,et al.  Downtime estimation and analysis of lifelines after an earthquake , 2018 .

[2]  M. Gunal A guide for building hospital simulation models , 2012 .

[3]  Gian Paolo Cimellaro,et al.  Resilience-Based Design of Natural Gas Distribution Networks , 2015 .

[4]  Kevin Huang,et al.  HAZUS-MH Hurricane Model Methodology. I: Hurricane Hazard, Terrain, and Wind Load Modeling , 2006 .

[5]  W. Kelton,et al.  Using discrete event computer simulation to improve patient flow in a Ghanaian acute care hospital. , 2014, The American journal of emergency medicine.

[6]  C. Cornell Engineering seismic risk analysis , 1968 .

[7]  Roberto Miniati,et al.  Decision support system for rapid seismic risk mitigation of hospital systems. Comparison between models and countries , 2014 .

[8]  Douglas M. Bates,et al.  Nonlinear Regression Analysis and Its Applications , 1988 .

[9]  P. Favier,et al.  Seismic Risk Assessment of an Emergency Department of a Chilean Hospital Using a Patient-Oriented Performance Model , 2019, Earthquake Spectra.

[10]  G. Cimellaro,et al.  New Resilience Index for Urban Water Distribution Networks , 2016 .

[11]  Gary F. Dargush,et al.  A conceptual evolutionary aseismic decision support framework for hospitals , 2012, Earthquake Engineering and Engineering Vibration.

[12]  Shari J. Welch,et al.  Emergency department operational metrics, measures and definitions: results of the Second Performance Measures and Benchmarking Summit. , 2011, Annals of emergency medicine.

[13]  Peter Jacobsen,et al.  Evaluation of emergency department performance – a systematic review on recommended performance and quality-in-care measures , 2013, Scandinavian Journal of Trauma, Resuscitation and Emergency Medicine.

[14]  Jomon Aliyas Paul,et al.  Transient Modeling in Simulation of Hospital Operations for Emergency Response , 2006, Prehospital and Disaster Medicine.

[15]  Bilal M Ayyub,et al.  Models for the Economics of Resilience. , 2016, ASCE-ASME journal of risk and uncertainty in engineering systems. Part A, Civil Engineering.

[16]  C. Allin Cornell,et al.  Probabilistic Basis for 2000 SAC Federal Emergency Management Agency Steel Moment Frame Guidelines , 2002 .

[17]  Gian Paolo Cimellaro,et al.  Using Discrete Event Simulation Models to Evaluate Resilience of an Emergency Department , 2017 .

[18]  Qingxue Shang,et al.  Seismic fragility of flexible pipeline connections in a base isolated medical building , 2019, Earthquake Engineering and Engineering Vibration.

[19]  Masahiro Kurata,et al.  Earthquake engineering research needs in light of lessons learned from the 2011 Tohoku earthquake , 2014, Earthquake Engineering and Engineering Vibration.

[20]  Stephanie E. Chang,et al.  Modeling Post-Earthquake Functionality of Regional Health Care Facilities , 2010 .

[21]  Roberto Miniati,et al.  Methodology for rapid seismic risk assessment of health structures: Case study of the hospital system in Florence, Italy , 2012 .

[22]  Quanwang Li,et al.  Performance evaluation and damage assessment of steel frame buildings under main shock–aftershock earthquake sequences , 2007 .

[23]  Hussam Mahmoud,et al.  Full functionality and recovery assessment framework for a hospital subjected to a scenario earthquake event , 2019, Engineering Structures.

[24]  Tao Wang,et al.  Probability‐based seismic reliability assessment method for substation systems , 2018, Earthquake Engineering & Structural Dynamics.

[25]  Jonathan M Links,et al.  Ready, Willing, and Able: A Framework for Improving the Public Health Emergency Preparedness System , 2010, Disaster Medicine and Public Health Preparedness.

[26]  Sonia Giovinazzi,et al.  Resilience of the Canterbury Hospital System to the 2011 Christchurch Earthquake , 2014 .

[27]  Hussam Mahmoud,et al.  A framework for estimating immediate interdependent functionality reduction of a steel hospital following a seismic event , 2018, Engineering Structures.

[28]  Gian Paolo Cimellaro,et al.  Resilience Assessment of Urban Communities , 2019, ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering.

[29]  Gian Paolo Cimellaro,et al.  Quantitative Framework to Assess Resilience and Risk at the Country Level , 2018 .

[30]  Enrico Zio,et al.  Resilience analysis framework for interconnected critical infrastructures , 2017 .

[31]  Andre Filiatrault,et al.  Performance-based seismic design of nonstructural building components: The next frontier of earthquake engineering , 2014, Earthquake Engineering and Engineering Vibration.

[32]  Solomon Tesfamariam,et al.  Downtime estimation of building structures using fuzzy logic , 2018, International Journal of Disaster Risk Reduction.

[33]  Quanwang Li,et al.  Damage inspection and vulnerability analysis of existing buildings with steel moment-resisting frames , 2008 .

[34]  Fatah Chetouane,et al.  Modeling and Improving Emergency Department Systems using Discrete Event Simulation , 2007, Simul..

[35]  Gian Paolo Cimellaro,et al.  Seismic resilience of a hospital system , 2010 .

[36]  Robert E. Bachman,et al.  Creating Fragility Functions for Performance-Based Earthquake Engineering , 2007 .

[37]  Michel Bruneau,et al.  Performance‐based metamodel for healthcare facilities , 2011 .

[38]  G. Cimellaro,et al.  PEOPLES: A Framework for Evaluating Resilience , 2016 .

[39]  Andrew D.F. Price,et al.  Earthquake-Induced Structural and Nonstructural Damage in Hospitals , 2011 .

[40]  Bilal M. Ayyub,et al.  Practical Resilience Metrics for Planning, Design, and Decision Making , 2015 .

[41]  Sami F. Masri,et al.  Classification and Prioritization of Essential Systems in Hospitals under Extreme Events , 2005 .

[42]  Michel Bruneau,et al.  Framework for analytical quantification of disaster resilience , 2010 .

[43]  Judith Mitrani-Reiser,et al.  Impact on Hospital Functions Following the 2010 Chilean Earthquake , 2010, Disaster Medicine and Public Health Preparedness.

[44]  Patrick Paultre,et al.  Fragility curves of typical as-built highway bridges in eastern Canada , 2012 .

[45]  G. Cimellaro,et al.  Seismic Performance of Health Care Facilities Using Discrete Event Simulation Models , 2015 .

[46]  S.W.A. Gunn,et al.  Health effects of earthquakes , 1995 .

[47]  R. Landolfo,et al.  In‐plane quasi‐static cyclic tests of nonstructural lightweight steel drywall partitions for seismic performance evaluation , 2018 .

[48]  C. Schultz,et al.  Implications of hospital evacuation after the Northridge, California, earthquake. , 2003, The New England journal of medicine.

[49]  Robert V. Whitman,et al.  HAZUS Earthquake Loss Estimation Methods , 2006 .