Wind Forecasting in Railway Engineering

ISBN-13: 9780128237069 / Angielski / Miękka / 2021 / 364 str.

Hui Liu

Spis treści

1. Introduction

Part I Wind Anemometer Layout for Railways 2. Analysis of Flow Field Characteristics for Railways 3. Wind Anemometer Layout Optimization Methods for Railways

Part II Single-point Wind Forecasting for Railways 4. Description of Single-point Wind Time Series for Railways 5. Single-point Wind Forecasting Methods Based on Deep Learning 6. Single-point Wind Forecasting Methods for Railways Based on Reinforcement Learning 7. Single-point Wind Forecasting Methods for Railways Based on Ensemble Modelling

Part III Spatial Wind Forecasting for Railways 8. Description Methods of Spatial Wind for Railways 9. Data-driven Spatial Wind Forecasting Methods for Railways

O autorze

He holds joint PhD degrees from the Central South University and from Rostock University in Germany, and also obtained his habilation in Automation Engineering from the University of Rostock. He has published over 40 papers in leading journals, as well as two monographs. He holds 35 patents in China on transportation robotics and artificial intelligence, and has received numerous academic awards. He has extensive research and industry experience both in rail transit and in robotics.