scholarly journals The dynamic forecast method of convective vorticity vector

2021 ◽  
Author(s):  
Guanbo Zhou ◽  
Xin Zhang ◽  
Longsheng Liu
Keyword(s):  
Forecast Method ◽  
Vorticity Vector

A Novel Forecast Method for Air-Conditioning Load of Public Building Considering Accumulated Temperature Effect

2015 ◽  
Vol 9 (1) ◽  
pp. 363-367
Author(s):  
Qingshan Xu ◽  
Xufang Wang ◽  
Chenxing Yang ◽  
Hong Zhu ◽  
Qingguo Yan
Keyword(s):  
Neural Network ◽  
Temperature Effect ◽  
Air Conditioning ◽  
Forecast Accuracy ◽  
Power Network ◽  
Forecast Method ◽  
Elman Neural Network ◽  
Public Building ◽  
Effective Accumulated Temperature ◽  
Accumulated Temperature

It has great significance to estimate the schedulable capacity of air-conditioning load of public building for participating the power network regulation by forecasting the air-conditioning load accurately. A novel forecast method considering the accumulated temperature effect is proposed in this paper based on Elman neural network. Firstly, the starting and ending date for forecast considering the accumulated temperature effect are determined by providing the five day sliding average thermometer algorithm which is usually adopted in aerology research. Then, the effective accumulated temperature of each day is calculated. Finally, take the effective accumulated temperature, temperature and humidity into consideration, the air-conditioning load of public building in the forecast day is acquired by Elman neural network. Simulated results show that the higher forecast accuracy can be achieved by considering the accumulated temperature effect.

Research of Short-Term Traffic Flow Forecast Method Based on the Kalman Filter

ICCTP 2011 ◽  
2011 ◽  
Author(s):  
Feng Chen ◽  
Yuanhua Jia ◽  
Wenjuan An ◽  
Na Zhang ◽  
Zhonghai Niu
Keyword(s):  
Kalman Filter ◽  
Traffic Flow ◽  
Forecast Method ◽  
Short Term ◽  
Traffic Flow Forecast ◽  
Flow Forecast

scholarly journals A revised forecast method of ECMWF precipitation based on CNN feature extraction

2021 ◽  
Vol 658 (1) ◽  
pp. 012025
Author(s):  
Huasheng Zhao ◽  
Xiaoyan Huang ◽  
Ying Huang ◽  
Jian Jin
Keyword(s):  
Feature Extraction ◽  
Forecast Method

scholarly journals A Fault Forecast Method for Refrigerated Super-Showcases Based on Operation Data. 1st Report.

2001 ◽  
Vol 67 (655) ◽  
pp. 744-750
Author(s):  
Tsuyoshi KAWAI ◽  
Kazuaki MIZUKAMI ◽  
Yoshio OZAWA ◽  
Matatugu HONJO ◽  
Satoshi OHYA ◽  
...  
Keyword(s):  
Forecast Method

Evaluation of Statistical Forecast Method Efficiency in the Conditions of Dynamic Chaos

2021 ◽  
Author(s):  
Rafael' M. Yusupov ◽  
Aleksandr A. Musaev ◽  
Dmitrij A. Grigoriev
Keyword(s):  
Dynamic Chaos ◽  
Forecast Method

scholarly journals Load forecast method of electric vehicle charging station using SVR based on GA-PSO

2017 ◽  
Vol 69 ◽  
pp. 012196 ◽  
Author(s):  
Kuan Lu ◽  
Wenxue Sun ◽  
Changhui Ma ◽  
Shenquan Yang ◽  
Zijian Zhu ◽  
...  
Keyword(s):  
Electric Vehicle ◽  
Forecast Method ◽  
Load Forecast ◽  
Charging Station ◽  
Electric Vehicle Charging ◽  
Vehicle Charging
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