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ARTIFICIAL BEE COLONY ALGORITHM TO OPTIMIZE THE SAFETY DISTANCE OF WORKERS IN CONSTRUCTION PROJECTS

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dc.creatorALEXANDER IGOR OPAZO VEGA
dc.date2024
dc.date.accessioned2025-01-10T15:52:40Z
dc.date.available2025-01-10T15:52:40Z
dc.date.issued2024
dc.description.abstractTHIS PAPER PRESENTS THE RESULTS OF A SIMULATION MODEL REGARDING THE PRODUCTIVITY AND SAFETY WORKING SPACE FOR CONSTRUCTION WORKERS THROUGH THE FLOORS OF A BUILDING USING SWARM INTELLIGENCE (SI), A FIELD OF ARTIFICIAL INTELLIGENCE (AI), AND SPECIFICALLY USING ARTIFICIAL BEE COLONY (ABC) OPTIMIZATION. AFTER DESIGNING THE ALGORITHM USED TO BUILD THE SIMULATION MODEL, THE SIMULATION WAS USED IN AN ACTUAL BUILDING PROJECT BY COMPARING THE TRAVEL TIMES OF WORKERS CONVENTIONALLY TRANSPORTING MATERIAL WITH ANOTHER GROUP WORKING ON ROUTES OPTIMIZED BY THE ALGORITHM. THUS, THE PROPOSED ALGORITHM PROVIDES ROUTES COMBINING SHORTER TRAVEL TIMES AND CORRECT DISTANCES BETWEEN WORKERS WHEN TRANSPORTING MATERIALS IN A CONSTRUCTION SITE, HANDLING THE INTERFERENCE BETWEEN CREWS. AFTER VALIDATING THE ALGORITHM ON-SITE, NO STATISTICALLY SIGNIFICANT DIFFERENCES WERE FOUND BETWEEN THE TRAVEL TIMES OF WORKERS AND THE TIMES DELIVERED BY THE ALGORITHM. ADDITIONALLY, THE TRAVEL TIMES USING THE ROUTES OBTAINED THROUGH THE ALGORITHM WERE SIGNIFICANTLY LOWER THAN THOSE MADE BY WORKERS WHO MOVED FREELY WITHOUT A PREDEFINED ROUTE. IN SUMMARY, THE ALGORITHM PROPOSED MAY HELP CONSTRUCTION PRACTITIONERS MAINTAIN SAFE MOVEMENTS THAT RESPOND TO HAZARD CONTEXTS IMPOSED BY ANY RESTRICTION THAT DEMANDS A SAFETY DISTANCE.
dc.formatapplication/pdf
dc.identifier.doi10.3390/math12132087
dc.identifier.issn2227-7390
dc.identifier.urihttps://repositorio.ubiobio.cl/handle/123456789/14071
dc.languagespa
dc.publisherMATHEMATICS
dc.relation.uri10.3390/math12132087
dc.rightsPUBLICADA
dc.subjectswarm intelligence
dc.subjectsafety distance
dc.subjectroute optimization
dc.subjecthazard analysis
dc.subjectbuildings
dc.subjectartificial bee colony
dc.titleARTIFICIAL BEE COLONY ALGORITHM TO OPTIMIZE THE SAFETY DISTANCE OF WORKERS IN CONSTRUCTION PROJECTS
dc.typeARTÍCULO
dspace.entity.typePublication
ubb.EstadoPUBLICADA
ubb.Otra ReparticionDEPARTAMENTO DE INGENIERIA CIVIL Y AMBIENTAL
ubb.SedeCONCEPCIÓN
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