인공신경망을 이용한 콘크리트 강도 추정

Prediction of Concrete Strength Using Artificial Neural Networks

  • 이승창 (현대산업개발 기술연구소) ;
  • 안정찬 (현대산업개발 기술연구소) ;
  • 정문영 (현대산업개발 기술연구소) ;
  • 임재홍 (현대산업개발 기술연구소)
  • 발행 : 2002.05.01

초록

Traditional prediction models have been developed with a fixed equation form based on the limited number of data and parameters. If new data is quite different from original data, then the model should update not only its coefficients but also its equation form. However, artificial neural network (ANN) does not need a specific equation form. Instead of that, it needs enough input-output data. Also, it can continuously re-train the new data, so that it can conveniently adapt to new data. Therefore, the purpose of this paper is to develop the I-PreConS (Intelligent system for PREdiction of CONcrete Strength using ANN) that provides in-place strength information of the concrete to facilitate concrete form removal and scheduling for construction.

키워드