Baseline energy modeling using artificial neural network - cross validation technique / Wan Nazirah Wan Md Adnan, Nofri Yenita Dahlan and Ismail Musirin

• Main Authors: Wan Md Adnan, Wan Nazirah, Dahlan, Nofri Yenita, Musirin, Ismail
• Format: Article
• Language: English
• Published: UiTM Press 2018
• Subjects: Multivariate analysis. Cluster analysis. Longitudinal method; Neural networks (Computer science)
• Online Access: https://ir.uitm.edu.my/id/eprint/63108/1/63108.pdf; https://ir.uitm.edu.my/id/eprint/63108/; https://jeesr.uitm.edu.my/v1/
• Institution: Universiti Teknologi Mara

This paper presents a baseline energy model development using artificial neural networks (ANN) with CrossValidation (CV) technique for a small dataset. The CV technique is used to examine generalization abilities and model reliability of a small data. This CV-ANN model is simulated with thirty d...