Operation Energy Consumption Estimation Method of Electric Bus Based on CNN Time Series Prediction

被引：0

作者：

Xing, Yan ^{[1
]}

Li, Yachao ^{[1
]}

Liu, Weidong ^{[1
]}

Li, Wenqing ^{[1
]}

Meng, Lingxuan ^{[1
]}

机构：

[1] School of Transportation Engineering, Shenyang Jianzhu University, Shenyang,110168, China

来源：

Mathematical Problems in Engineering | 2022年 / 2022卷

关键词：

D O I：

6904387

中图分类号：

学科分类号：

摘要：

Bus transportation - Convolution - Convolutional neural networks - Data handling - Energy utilization - Forecasting - Long short-term memory - Regression analysis - Time series - Time series analysis

引用

共 50 条

[41] CNN-Based Time Series Decomposition Model for Video Prediction
Lee, Jinyoung
Kim, Gyeyoung
IEEE ACCESS, 2024, 12 : 131205 - 131216
[42] Time-series prediction method for risk level of rockburst disaster based on CNN-LSTM
Liu H.
Xu F.
Liu B.
Deng M.
Liu, Baoju (baojuliu@csu.edu.cn), 1600, Central South University of Technology (52): : 659 - 670
[43] Runtime Energy Consumption Estimation for Server Workloads Based on Chaotic Time-Series Approximation
Lewis, Adam Wade
Tzeng, Nian-Feng
Ghosh, Soumik
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2012, 9 (03)
[44] Matlab/Simulink Based Energy Consumption Prediction of Electric Vehicles
Jankovic, Filip
Scekic, Lazar
Mujovic, Sasa
2021 21ST INTERNATIONAL SYMPOSIUM ON POWER ELECTRONICS (EE 2021), 2021,
[45] Prediction of Energy Consumption Time Series Using Neural Networks Combined with Exogenous Series
Wu, Bin
Cui, Yu
Xiao, Ding
Zhang, Cunyong
2015 11TH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION (ICNC), 2015, : 37 - 41
[46] A hybrid model based method for bus travel time estimation
Kumar, B. Anil
Vanajakshi, Lelitha
Subramanian, Shankar C.
JOURNAL OF INTELLIGENT TRANSPORTATION SYSTEMS, 2018, 22 (05) : 390 - 406
[47] Multivariate time series prediction by RNN architectures for energy consumption forecasting
Amalou, Ibtissam
Mouhni, Naoual
Abdali, Abdelmounaim
ENERGY REPORTS, 2022, 8 : 1084 - 1091
[48] Scalable Prediction of Energy Consumption using Incremental Time Series Clustering
Simmhan, Yogesh
Noor, Muhammad Usman
2013 IEEE INTERNATIONAL CONFERENCE ON BIG DATA, 2013,
[49] Prediction of energy consumption: Variable regression or time series? A case in China
Li, Yan
ENERGY SCIENCE & ENGINEERING, 2019, 7 (06) : 2510 - 2518
[50] Prediction of missile spare parts consumption based on time series
Ma, Xiaowei
Wang, Liuying
Wang, Tao
PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON MECHATRONICS ENGINEERING AND INFORMATION TECHNOLOGY (ICMEIT 2017), 2017, 70 : 354 - 360

← 1 2 3 4 5 →