在数据丰富的环境中确保数据质量和相关性.pdf

1、Ensuring data quality&relevance in a data-rich environmentSerryn EaglesonCredit:Azote for Stockholm Resilience Centre,Stockholm University.Based on Richardson et al.2023,Steffen et al.2015,and Rockstrm et al.2009Opportunities for data in the asset lifeDesign/ConstructionLegacy/Maintenance Strategic

2、PlanningOperational PlanningOperationsBusiness CasesWhole Life Costing Data&VisualisationOptimisation of Design Carbon trackingIncreased team coordination Fast track design program with early fabrication and manufacture input(DfMA)Accurate representation of the asset Scenario testing Resource optimi

3、sation and planning of staff Increased efficiency of handover into live operationsTwin of twinsRight time monitoring and Integrated feedback loop Increased efficiency of operational processesEnhanced engagement and experienceIncrease in asset performance Automated status collectionReal-time conditio

4、n monitoring and preventative and predictive maintenanceMore accurate and efficient planning of future renewals and enhancementsLegislationIn Australia,the Security of Critical Infrastructure Act 2018(SOCI)now requires private asset owners that are defined as critical infrastructure to minimise or e

5、liminate a material risk,and mitigate the impact,of natural hazards on the critical infrastructure.Mandatory climate-related financial disclosures,providing Australians and investors with greater transparency and more comparable information about an entity exposure to climate-related financial risks

6、 and opportunities and climate-related plans and strategies.(Mandatory climate-related financial disclosures-Policy position statement)SOCI Act sectors and asset classesUrban Heat Island(UHI)EffectContributing factorsx3 Height to area ratio of buildings Building density Sky view factorBuilding geome