Intelligent maintenance system (original) (raw)
An intelligent maintenance system (IMS) is a system that utilizes collected data from machinery in order to predict and prevent potential failures in them. The occurrence of failures in machinery can be costly and even catastrophic. In order to avoid failures, there needs to be a system which analyzes the behavior of the machine and provides alarms and instructions for preventive maintenance. Analyzing the behavior of the machines has become possible by means of advanced sensors, data collection systems, data storage/transfer capabilities and data analysis tools. These are the same set of tools developed for prognostics. The aggregation of data collection, storage, transformation, analysis and decision making for smart maintenance is called an intelligent maintenance system (IMS).
| Property | Value |
|---|---|
| dbo:abstract | An intelligent maintenance system (IMS) is a system that utilizes collected data from machinery in order to predict and prevent potential failures in them. The occurrence of failures in machinery can be costly and even catastrophic. In order to avoid failures, there needs to be a system which analyzes the behavior of the machine and provides alarms and instructions for preventive maintenance. Analyzing the behavior of the machines has become possible by means of advanced sensors, data collection systems, data storage/transfer capabilities and data analysis tools. These are the same set of tools developed for prognostics. The aggregation of data collection, storage, transformation, analysis and decision making for smart maintenance is called an intelligent maintenance system (IMS). (en) |
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| dbo:wikiPageWikiLink | dbr:Enterprise_resource_planning dbc:Prediction dbr:Cyber-physical_system dbr:Cyber_manufacturing dbr:Internet dbr:Control_system dbr:Big_Data dbr:Decision_support_systems dbr:Machine_to_machine dbc:Maintenance dbr:Data_analysis dbr:Data_collection dbr:Prognostics dbr:Internet_of_Things dbc:Survival_analysis dbr:Asset_management dbr:Industrial_artificial_intelligence dbr:Industry_4.0 dbr:Information_technology dbr:Predictive_maintenance dbr:Preventive_maintenance dbr:Smart,_connected_products dbr:Supply_chain_management dbr:Industrial_Big_Data dbr:Technical_failure dbr:Maintenance,_repair,_and_operations |
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| dcterms:subject | dbc:Prediction dbc:Maintenance dbc:Survival_analysis |
| rdfs:comment | An intelligent maintenance system (IMS) is a system that utilizes collected data from machinery in order to predict and prevent potential failures in them. The occurrence of failures in machinery can be costly and even catastrophic. In order to avoid failures, there needs to be a system which analyzes the behavior of the machine and provides alarms and instructions for preventive maintenance. Analyzing the behavior of the machines has become possible by means of advanced sensors, data collection systems, data storage/transfer capabilities and data analysis tools. These are the same set of tools developed for prognostics. The aggregation of data collection, storage, transformation, analysis and decision making for smart maintenance is called an intelligent maintenance system (IMS). (en) |
| rdfs:label | Intelligent maintenance system (en) |
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