Management Architecture With Multi-modal Ensemble AI Models for Worker Safety
10.1016/j.shaw.2024.04.008
- Author:
Dongyeop LEE
1
;
Daesik LIM
;
Jongseok PARK
;
Soojeong WOO
;
Youngho MOON
;
Aesol JUNG
Author Information
1. Team of Occupational Safety, Convergence Technology Lab, KEPCO Research Institute, Daejeon, Republic of Korea
- Publication Type:Case Report
- From:Safety and Health at Work
2024;15(3):373-378
- CountryRepublic of Korea
- Language:English
-
Abstract:
Methods:The ensemble AI model is designed and implemented by the Hadoop ecosystem with Kafka/NiFi, Spark/Hive, HUE, and ELK (Elasticsearch, Logstash, Kibana).
Results:The functional evaluation shows that the main function of this SAP architecture was operated successfully.DiscussionThe proposed model is confirmed to work well with safety mobility gateways to provide some safety applications.
