A carregar...
Publicação
DISTRIBUTED INTELLIGENT TUTORING SYSTEM FOR CONTROL CENTRE OPERATORS TRAINING
| Nome: | Descrição: | Tamanho: | Formato: | |
|---|---|---|---|---|
| 14.43 MB | Adobe PDF |
Orientador(es)
Resumo(s)
The new requirements of power systems operation demand experienced and well trained operators. However, the training is not often considered a priority task, due mostly to its high costs and medium/long term results. Usually, the training programs available in industrial environment do not consider the particular training needs of each trainee. The application of the Intelligent Tutoring technology has proved to be a good alternative to the existing training approaches in the power systems area. This paper presents a Web-based Intelligent Tutoring System (ITS) to train Control Centre operators of the Portuguese electrical transmission network. One of the major advantages of the training based on the ITS technology is the ability to provide individualized training. To achieve this, our ITS maintains a trainee model, which models the trainee’s understanding of domain concepts. In this way, the paper describes a curriculum planning module used to choose the most appropriate problem to the trainee’s knowledge status. This module includes a neural network to perform a classification of each type of incident according to the trainee’s current
knowledge. This paper also deals with a mechanism developed to obtain the trainee’s reasoning during problem
solving.
Descrição
Palavras-chave
Intelligent Tutoring systems Knowledge Based Systems Expert Systems SCADA Systems Web-based Training Multi-agent Systems
Contexto Educativo
Citação
Faria, L., Vale, Z. & Ramos, C. (2004, July 21-23). Distributed intelligent tutoring system for control centre operators training. In Ramos, C. & Vale, Z. (Eds) Proceedings of the International Conference of Knowledge Engineering and Decision Support, ICKEDS´04. (pp. 31-38). Porto. Portugal
Editora
Knowledge Engineering and Decision Support Research Group (GECAD)
Licença CC
Sem licença CC