Energy Efficiency Forecasting for Central Air-conditioning Refrigeration Systems Based on Deep Neural Network

Author:

Song Haitao1,Chen Yijun2,Li Jiajia3,Wang Tianyi2,Shen Hao2,He Cheng4

Affiliation:

1. Shanghai Jiao Tong University & Shanghai Artificial Intelligence Research Institute, Co., Ltd.,Shanghai,China

2. Shanghai Artificial Intelligence Research Institute, Co., Ltd.,Shanghai,China

3. Shanghai Jiao Tong University & Shanghai Artificial Intelligence Research Institute, Co., Ltd.,Department of Computer Science and Engineering,Shanghai,China

4. Shanghai Dingmao Information Technology Inc.,Shanghai,China

Publisher

IEEE

Reference9 articles.

1. Empirical evaluation of gated recurrent neural networks on sequence modeling;chung;NIPS 2014 Deep Learning Workshop,2014

2. Modeling Long- and Short-Term Temporal Patterns with Deep Neural Networks

3. Darts: User-friendly modern machine learning for time series;herzen;Journal of Machine Learning Research,2022

4. Evaluation of machine learning-based applications in forecasting the performance of single effect absorption chiller network

5. Cooling Load Forecasting via Predictive Optimization of a Nonlinear Autoregressive Exogenous (NARX) Neural Network Model

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