Utilizing the evidential reasoning approach to determine a suitable wireless sensor network orientation for asset integrity monitoring of an offshore gas turbine driven generator

作者:

Highlights:

• MADA can be used accurately as a viable tool in the design selection of WSNs.

• Sensitivities in the ER algorithm identified given minor changes in initial data.

• 31 key sensor locations identified in each generator unit, monitoring 10 parameters.

• small sensor radius multi-hop WSN is the ideal layout for asset integrity monitoring.

摘要

•MADA can be used accurately as a viable tool in the design selection of WSNs.•Sensitivities in the ER algorithm identified given minor changes in initial data.•31 key sensor locations identified in each generator unit, monitoring 10 parameters.•small sensor radius multi-hop WSN is the ideal layout for asset integrity monitoring.

论文关键词:Evidential reasoning,Wireless sensor networks,Integrity monitoring,Offshore,Gas turbine,Power generation

论文评审过程:Received 28 August 2019, Revised 4 June 2021, Accepted 7 July 2021, Available online 13 July 2021, Version of Record 21 July 2021.

论文官网地址:https://doi.org/10.1016/j.eswa.2021.115583