Real-time multistep prediction of public parking spaces based on Fourier transform–least squares support vector regression
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Intelligent Transportation Systems"
DOI: 10.1080/15472450.2019.1579092
Abstract: Abstract Multistep prediction of public parking spaces in the parking guidance and information system and parking reservation system has great benefits for intelligent parking. This study analyzes the C0 complexity of parking space occupancy time… read more here.
Keywords: parking spaces; time; public parking; prediction ... See more keywords
DSTED: A Denoising Spatial–Temporal Encoder–Decoder Framework for Multistep Prediction of Burn-Through Point in Sintering Process
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Industrial Electronics"
DOI: 10.1109/tie.2022.3151960
Abstract: Sinter ore is the main raw material of the blast furnace, and burn-through point (BTP) has a direct influence on the yield, quality, and energy consumption of the ironmaking process. Since iron ore sintering is… read more here.
Keywords: sintering process; prediction; spatial temporal; process ... See more keywords
Multistep Prediction of Dynamic Systems With Recurrent Neural Networks
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Neural Networks and Learning Systems"
DOI: 10.1109/tnnls.2019.2891257
Abstract: In this paper, we address the state initialization problem in recurrent neural networks (RNNs), which seeks proper values for the RNN initial states at the beginning of a prediction interval. The proposed methods employ various… read more here.
Keywords: dynamic systems; prediction dynamic; neural networks; recurrent neural ... See more keywords
Study on Fractal Multistep Forecast for the Prediction of Driving Behavior
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Advanced Transportation"
DOI: 10.1155/2020/9150583
Abstract: The application and development of new technology make it possible to acquire real-time data of vehicles. Based on these real-time data, the behavior of vehicles can be analyzed. The prediction of vehicle behavior provides data… read more here.
Keywords: multistep; fractal multistep; prediction model; prediction ... See more keywords