Wind Forecasting in Railway Engineering
Autor Hui Liuen Limba Engleză Paperback – 23 iun 2021
This important book offers practical solutions for railway safety, by bringing together the latest technologies in wind speed forecasting and railway wind engineering into a single volume.
- Presents the core technologies and most advanced developments in wind forecasting for railway engineering
- Gives case studies and experimental designs, demonstrating real-world applications
- Introduces cutting-edge deep learning and reinforcement learning methods
- Combines the latest thinking from wind engineering and railway engineering
- Offers a complete solution to wind forecasting in railway engineering for the safety of running trains
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Specificații
ISBN-13: 9780128237069
ISBN-10: 0128237066
Pagini: 362
Ilustrații: 270 illustrations (20 in full color)
Dimensiuni: 152 x 229 x 22 mm
Greutate: 0.49 kg
Editura: ELSEVIER SCIENCE
ISBN-10: 0128237066
Pagini: 362
Ilustrații: 270 illustrations (20 in full color)
Dimensiuni: 152 x 229 x 22 mm
Greutate: 0.49 kg
Editura: ELSEVIER SCIENCE
Cuprins
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
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