Hierarchical Bayesian Air Conditioning Load Prediction - A Nonlinear Dynamical Systems Approach

NAKAJIMA YOSHINORI; SAITO MOTOKI; SUGI JUNJIRO; HAMAGISHI HIROAKI; MATSUMOTO TAKASHI

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Hierarchical Bayesian Air Conditioning Load Prediction - A Nonlinear Dynamical Systems Approach

机译：贝叶斯空调分级负荷预测-非线性动力系统方法

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This paper considers the energy demand prediction problem and formulates it in the framework of hierarchical Bayesian nonlinear time series prediction with a neural net. As a practical problem, the method is applied to thermal load prediction of a formal energy storage system and the results are presented.

机译：本文考虑了能源需求预测问题，并在具有神经网络的分级贝叶斯非线性时间序列预测的框架内将其表述。作为一个实际问题，将该方法应用于形式化储能系统的热负荷预测，并给出了结果。

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《Systems and Computers in Japan》 |2003年第11期|共10页
作者
NAKAJIMA YOSHINORI; SAITO MOTOKI; SUGI JUNJIRO; HAMAGISHI HIROAKI; MATSUMOTO TAKASHI;
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正文语种 eng
中图分类计算技术、计算机技术;
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Yoshinori Nakajima; Motoki Saito; Junjiro Sugi; Hiroaki Hamagishi; Takashi Matsumoto;

机译：中岛义典;斋藤本树;太纯次郎;石广明;松本隆史;

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1. Hierarchical Bayesian Air Conditioning Load Prediction - A Nonlinear Dynamical Systems Approach [J] . NAKAJIMA YOSHINORI, SAITO MOTOKI, SUGI JUNJIRO, Systems and Computers in Japan . 2003,第11期

机译：贝叶斯空调分级负荷预测-非线性动力系统方法
2. Reconstructions and predictions of nonlinear dynamical systems: a Bayesian approach [J] . Takashi Matsumoto 電子情報通信学会技術研究報告. ニュ-ロコンピュ-ティング. Neurocomputing . 2001,第616期

机译：非线性动力系统的重建与预测：贝叶斯方法
3. Bayesian reconstructions and predictions of nonlinear dynamical systems via the hybrid Monte Carlo scheme [J] . Nakada Y, Matsumoto T, Kurihara T, Signal processing . 2005,第1期

机译：混合动力蒙特卡洛方法对非线性动力学系统的贝叶斯重构和预测
4. Hierarchical Bayesian neural nets for air-conditioning load prediction: nonlinear dynamics approach [C] . Nakajima, Y., Sugi, . 1998

机译：多层贝叶斯神经网络用于空调负荷预测：非线性动力学方法
5. Dynamic prediction of traffic conditions using streaming data and Bayesian approach. [D] . Kianpour, Mohammad. 2017

机译：使用流数据和贝叶斯方法动态预测交通状况。
6. From Birdsong to Human Speech Recognition: Bayesian Inference on a Hierarchy of Nonlinear Dynamical Systems [O] . Izzet B. Yildiz, Katharina von Kriegstein, Stefan J. Kiebel 2003

机译：从Birdsong到人类语音识别：非线性动力学系统层次结构的贝叶斯推断
7. From birdsong to human speech recognition: bayesian inference on a hierarchy of nonlinear dynamical systems. [O] . Izzet B Yildiz, Katharina von Kriegstein, Stefan J Kiebel 2013

机译：从鸟鸣到人类语音识别：非线性动力系统层次的贝叶斯推断。
8. Elements of a Pragmatic Approach for Dealing with Bias and Uncertainty in Experiments through Predictions: Experiment Design and Data Conditioning; 'Real Space' Model Validation and Conditioning; and Hierarchical Modeling and Extrapolative Prediction [R] . Romero, V. 2011

机译：通过预测处理实验中的偏差和不确定性的实用方法的要素：实验设计和数据调节; '真实空间'模型验证和调节;和层次建模与外推预测

Hierarchical Bayesian Air Conditioning Load Prediction - A Nonlinear Dynamical Systems Approach

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