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A concatenated LSTM (Long Short-Term Memory) architecture for CHP (combined heat and power) heat load forecasting was presented. Firstly, input data was normalized and separated into historical climate and heat load data. Then feed the separated data into two LSTM neural networks. Finally, the two LSTM models were concatenated as inputs to another LSTM model followed by two dense layers. Relu function...
This paper gives the basic description of fuzzy metering control of the auxiliary road signals. On the base of this description, the basic fuzzy logic control structure and fuzzy control algorithm are described. The necessity of using the exit-auxiliary-road density as the fuzzy metering control objective is analyzed. The real membership function is used in the design process of the auxiliary road...
The elastic scattering Green function method has been developed to describe the I–V characteristics of molecular wires. The molecular electronic structure and the interaction between the molecule and the gold surface are two key factors for the charge transport properties of molecular wires in the formulas. Anab initio calculation at the hybrid density functional theory level is carried out to obtain...
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