| Title |
A study on the Alarm Processing System for Cubicle - type Receiving and Distributing Board using Neural network |
| Authors |
문학룡 ; 류승기 ; 최도혁 ; 홍규장 ; 정찬수 |
| Abstract |
This paper proposed the alarm processing system to improve the efficiency of monitoring method by applying the neural network and troubleshooting knowledgebase for IADAPS(Intelligent Alarm Diagnosis And Processing System) method in an receiving and distributing board of Building complex. Tins IADAPS is based on the cumulative generalized delta role of backpropagation in neural network. It was used to infer the minimum alarms among multi-fired alarms, and then the inferred alarm can be displayed maintenance information of facility by using a pre-defined troubleshoot knowledgebase. For validating the proposed monitoring method, the method of simulation used to the five case of virtual scenario. As comparison results, a proposed method in this paper could be proved the applied possibility of an neural network and utilized in fields of facilities maintenance, if needed, be operated by non-expertise. |