Building Evacuation Validation Data-Sets

FSEG maintains comprehensive validation data-sets for building evacuation modeling, providing essential experimental data for validating evacuation simulation software and research studies.

Overview

Building evacuation validation data-sets are crucial for ensuring the accuracy and reliability of evacuation modeling software. These data-sets contain experimental data from controlled evacuation experiments, providing benchmarks for validating simulation results.

Available Data-Sets

Office Building Evacuations

  • Single-Story Office Buildings: Evacuation data from single-story office environments
  • Multi-Story Office Buildings: Evacuation data from multi-story office buildings
  • Open-Plan Offices: Data from open-plan office configurations
  • Cubicle Environments: Evacuation data from cubicle-based office layouts

Shopping Center Evacuations

  • Retail Environments: Evacuation data from retail and shopping environments
  • Mall Configurations: Data from shopping mall layouts
  • Department Stores: Evacuation data from department store environments
  • Food Courts: Data from food court and dining area evacuations

Educational Facility Evacuations

  • School Buildings: Evacuation data from educational facilities
  • University Buildings: Data from university and college buildings
  • Lecture Theaters: Evacuation data from lecture theater environments
  • Laboratory Buildings: Data from laboratory and research facilities

Healthcare Facility Evacuations

  • Hospital Wards: Evacuation data from hospital ward environments
  • Medical Centers: Data from medical center evacuations
  • Nursing Homes: Evacuation data from care facility environments
  • Outpatient Clinics: Data from outpatient facility evacuations

Data-Set Categories

Occupant Behavior Data

  • Pre-Movement Times: Time delays before evacuation initiation
  • Route Choice: Occupant route selection behavior
  • Group Behavior: Group formation and movement patterns
  • Assistance Behavior: Assistance provided to others during evacuation

Movement Data

  • Walking Speeds: Individual and group walking speeds
  • Flow Rates: Flow rates through various building elements
  • Density Measurements: Occupant density in different areas
  • Queue Formation: Queue formation and dissipation patterns

Environmental Data

  • Building Geometry: Detailed building geometry and layout
  • Exit Configurations: Exit door and stairwell configurations
  • Obstacle Placement: Location and type of obstacles
  • Environmental Conditions: Lighting, temperature, and other conditions

Emergency Conditions

  • Fire Scenarios: Fire development and smoke spread data
  • Alarm Systems: Fire alarm and notification system data
  • Emergency Lighting: Emergency lighting system performance
  • Communication Systems: Emergency communication system data

Experimental Methods

Full-Scale Experiments

  • Controlled Evacuations: Controlled evacuation experiments
  • Real Building Tests: Tests conducted in real building environments
  • Multiple Scenarios: Multiple evacuation scenarios tested
  • Repeat Testing: Repeated tests for statistical validation

Laboratory Experiments

  • Scale Models: Scale model evacuation experiments
  • Component Testing: Individual component testing
  • Behavioral Studies: Human behavior studies
  • Equipment Testing: Equipment and system testing

Field Studies

  • Real Incidents: Data from real evacuation incidents
  • Drill Data: Fire drill and evacuation drill data
  • Observational Studies: Observational studies of evacuation behavior
  • Survey Data: Survey data from evacuation participants

Data Quality and Standards

Data Quality

  • Accuracy: High accuracy data collection methods
  • Precision: Precise measurement and recording
  • Completeness: Complete data sets with minimal missing data
  • Consistency: Consistent data collection protocols

Standards Compliance

  • ISO Standards: Compliance with ISO evacuation standards
  • ASTM Standards: Compliance with ASTM testing standards
  • NFPA Standards: Compliance with NFPA standards
  • International Standards: Compliance with international standards

Validation Protocols

  • Statistical Validation: Statistical validation of data quality
  • Cross-Validation: Cross-validation with other data sources
  • Expert Review: Expert review of data quality
  • Peer Review: Peer review of data collection methods

Applications

Software Validation

  • Model Validation: Validation of evacuation models
  • Software Testing: Testing of evacuation simulation software
  • Performance Assessment: Assessment of software performance
  • Accuracy Verification: Verification of simulation accuracy

Research Applications

  • Behavioral Research: Research into evacuation behavior
  • Performance Studies: Studies of evacuation performance
  • Design Optimization: Optimization of building design
  • Safety Assessment: Assessment of building safety

Regulatory Compliance

  • Code Compliance: Compliance with building codes
  • Safety Standards: Meeting safety standards
  • Certification: Software and system certification
  • Approval Processes: Approval processes for building designs

Access and Distribution

Access Levels

  • Public Access: Publicly available data sets
  • Academic Access: Access for academic research
  • Commercial Access: Access for commercial applications
  • Restricted Access: Restricted access for sensitive data

Distribution Methods

  • Online Repository: Online data repository
  • Physical Media: Distribution on physical media
  • Direct Transfer: Direct data transfer
  • Licensed Access: Licensed access to data sets

Usage Terms

  • Academic Use: Terms for academic use
  • Commercial Use: Terms for commercial use
  • Attribution Requirements: Requirements for attribution
  • Redistribution Restrictions: Restrictions on redistribution

Documentation

Data Documentation

  • Data Descriptions: Detailed descriptions of data sets
  • Collection Methods: Documentation of collection methods
  • Quality Assessment: Quality assessment documentation
  • Usage Guidelines: Guidelines for data usage

Technical Documentation

  • Technical Specifications: Technical specifications for data
  • Format Documentation: Documentation of data formats
  • Processing Methods: Documentation of processing methods
  • Analysis Tools: Documentation of analysis tools

User Guides

  • User Manuals: User manuals for data access
  • Tutorial Guides: Tutorial guides for data usage
  • Best Practices: Best practices for data analysis
  • Troubleshooting: Troubleshooting guides

Contact Information

For information about building evacuation validation data-sets, please contact:

  • Email: validation@gre.ac.uk
  • Phone: +44 (0) 20 8331 8999
  • Location: University of Greenwich, London, UK