Power plants are required to supply the electric demand efficiently, and appropriate failure analysis is necessary for ensuring their reliability. This paper proposes a framework to extend the failure analysis: indeed, the outcomes traditionally carried out through techniques such as the Failure Mode and Effects Analysis (FMEA) are elaborated through data-driven methods. In detail, the Association Rule Mining (ARM) is applied in order to define the relationships among failure modes and related characteristics that are likely to occur concurrently. The Social Network Analysis (SNA) is then used to represent and analyze these relationships. The main novelty of this work is represented by support in the maintenance management process based not...
Asset management and reliability are major challenges for any company, especially for those characte...
Asset management and reliability are major challenges for any company, especially for those characte...
The maintenance dataset provided by SunWater contains information about failed assets also known as ...
Power plants are required to supply the electric demand efficiently, and appropriate failure analysi...
The ongoing digital transformation enables the collection of a vast amount of data from the maintena...
Purpose: The research approach is based on the concept that a failure event is rarely random and is ...
Purpose: The research approach is based on the concept that a failure event is rarely random and is ...
Purpose: The research approach is based on the concept that a failure event is rarely random and is ...
The Failure Mode, Effect and Criticality Analysis (FMECA) aims at individuating how a process might ...
The Failure Mode, Effect and Criticality Analysis (FMECA) aims at individuating how a process might ...
Performing root cause analysis in technical systems is usually challenging owing to the complex fail...
The increasing adoption of maintenance information management systems for maintenance decision suppo...
The increasing adoption of maintenance information management systems for maintenance decision suppo...
Performing root cause analysis in technical systems is usually challenging owing to the complex fail...
Asset management and reliability are major challenges for any company, especially for those characte...
Asset management and reliability are major challenges for any company, especially for those characte...
Asset management and reliability are major challenges for any company, especially for those characte...
The maintenance dataset provided by SunWater contains information about failed assets also known as ...
Power plants are required to supply the electric demand efficiently, and appropriate failure analysi...
The ongoing digital transformation enables the collection of a vast amount of data from the maintena...
Purpose: The research approach is based on the concept that a failure event is rarely random and is ...
Purpose: The research approach is based on the concept that a failure event is rarely random and is ...
Purpose: The research approach is based on the concept that a failure event is rarely random and is ...
The Failure Mode, Effect and Criticality Analysis (FMECA) aims at individuating how a process might ...
The Failure Mode, Effect and Criticality Analysis (FMECA) aims at individuating how a process might ...
Performing root cause analysis in technical systems is usually challenging owing to the complex fail...
The increasing adoption of maintenance information management systems for maintenance decision suppo...
The increasing adoption of maintenance information management systems for maintenance decision suppo...
Performing root cause analysis in technical systems is usually challenging owing to the complex fail...
Asset management and reliability are major challenges for any company, especially for those characte...
Asset management and reliability are major challenges for any company, especially for those characte...
Asset management and reliability are major challenges for any company, especially for those characte...
The maintenance dataset provided by SunWater contains information about failed assets also known as ...