0
100% Satisfaction Guarantee
Amazing Value
Fast Shipping
Expert Customer Service
Data-driven Train Dispatching Theories in a Hig...
$39.32
本书分析了高速列车运行数据的获取、筛选方法，研究基于高速铁路列车运行实绩，综合运用现代统计方法及模型、机器学习和深度学习方法、强化学习理论，在解析晚点分布规律的基础上重点研究数据驱动的列车晚点传播与恢复理论与方法，提出基于冗余时间运用效率及晚点恢复*化的冗余时间优化布局方法，建立数据驱动的高速铁路列车运行调整理论。本书的主要内容包括：高速列车晚点的宏观分布规律；晚点横向、纵向传播的宏观规律和微观机理；数据驱动的高速列车晚点恢复模...
本书分析了高速列车运行数据的获取、筛选方法，研究基于高速铁路列车运行实绩，综合运用现代统计方法及模型、机器学习和深度学习方法、强化学习理论，在解析晚点分布规律的基础上重点研究数据驱动的列车晚点传播与恢复理论与方法，提出基于冗余时间运用效率及晚点恢复*化的冗余时间优化布局方法，建立数据驱动的高速铁路列车运行调整理论。本书的主要内容包括：高速列车晚点的宏观分布规律；晚点横向、纵向传播的宏观规律和微观机理；数据驱动的高速列车晚点恢复模型；基于晚点恢复的冗余时间布局方法；本书提炼了团队基于列车运行实绩开展数据驱动高速铁路列车运行调整理论研究的*成果，介绍了数据科学在铁路运输组织优化领域的结合与应用，能够丰富我国铁路列车调度指挥理论与技术体系，具有较高的理论价值。本书可以作为现场调度员的参考学习用书，强化基于历史数据制定调度指挥策略、列车运行调整方法的理论和实践知识，将为调度员制定列车运行调整方案、行车组织预案及实施应急组织等提供一定指导。另外，实现高速列车晚点传播及恢复的预测，将能够为铁路部门资源运用、信息发布提供实时决策支持，为旅客出行提供更为精准的实时服务信息。
目 录// CONTENTS
Chapter 1 Train dispatching management with data-driven approaches: A comprehensive review and appraisal 1
1.1 Introduction 1
1.2 Data-driven train dispatching 4
1.3 Data-driven models in train dispatching: Literature 10
1.4 Review results and further discussions 32
1.5 Conclusions 38
Chapter 2 Data-driven delay distributions of HSR trains 40
2.1 Statistical Investigation on Train Primary Delay based on Real Records: Evidence from Wuhan-Guangzhou HSR 40
2.2 Statistical Delay Distribution Analysis on High- Speed Railway Trains 59
2.3 Temporal and SpatialDistributions of Primary Delays in a High-Speed Rail System 69
Chapter 3 Data-driven delay propagation mechanism on horizontal 83
3.1 Cause-specific Investigation of Primary Delays of Wuhan-Guangzhou HSR 83
3.2 Modellingof Effects of Primary Delays Using High- speed Train Operation Records 106
3.3 Modelling the influence of disturbances for real-time train dispatching 120
Chapter 4 Data-driven delay propagation mechanism on vertical 135
4.1 A hybrid model to improve the train running time prediction ability during high-speed railway disruptions 135
4.2 A Spatiotemporal Deep Learning Framework for Train Delay Prediction in High-speed Railway Systems 150
Chapter 5 Confliction management of HSR 166
5.1 Modelling high-speed trains using triangular fuzzy number workflow nets 166
5.2 Predicting high-speed train operation conflicts using workflow nets and triangular fuzzy numbers 177
Chapter 6 Delay recovery and Supplement time allocation 195
6.1 Forecasting Primary Delay Recovery of High-Speed Railway Using Data-driven Methods 195
6.2 A data-driven time supplements allocation model for train operations on high-speed railways 211
References 228
Shipping Overview:
• Shipping: Standard Domestic Shipping within the United States charges USD 4.99. Standard International Shipping from United Kingdom, Germany and Japan to the United States charges 14.99.
• Order Processing: Please allow 1-2 business days for order processing and preparation before shipment.
• Domestic Shipping: Orders within the U.S. are shipped via USPS or FedEx, depending on the origin of the product. The average transit time is 3-7 business days.
• International Shipping: Currently, we only ship within the USA.
• Tracking Information: Every order is trackable. You will receive a tracking number once your order has been shipped. Products may be shipped from various global fulfillment centers.
Shipping Delays:
Please note that shipping times may vary due to factors beyond our control, such as weather conditions, natural disasters, or peak holiday periods. While we strive to ensure timely delivery, the exact arrival time cannot be guaranteed and is managed by the shipping carrier.
Shipping Options:
Standard Delivery: Most orders are shipped within 3-7 business days. Larger items may utilize LTL shipping for safe handling.
Handling Time: We handle shipments on business days (Monday - Friday), with a preparation time of 1-2 days.
Additional Charges: Some items require additional shipping charges due to their size, weight, or special handling. These charges are specified on the product pages and are not eligible for shipping discounts.
Exclusions: Gift cards, packaging, taxes, and prior purchases do not count toward the minimum purchase requirement for free shipping. This offer is valid only for shipments to U.S. addresses, including Puerto Rico.
Delivery Details:
Estimates: Standard shipping within the US typically takes 3-7 business days. These are estimates and not guarantees.
Shipping Restrictions: We ship to all 50 states, Washington, DC, U.S. territories, and APO/FPO/DPO addresses. Shipping options vary based on the delivery address.
Remote Areas: Shipments to remote areas may incur additional charges or require pickup from a nearby shipping partner’s location.
Shipping Confirmation:
You will receive a shipping confirmation email with a tracking number as soon as your order is dispatched. If you do not receive this email immediately, please be assured that your items will arrive within the estimated delivery window provided at checkout.
Order Modifications:
If you need to cancel or modify your order, please contact our customer support immediately.
Issues with Delivery:
If your order shows as delivered but you have not received it, please contact the shipping carrier directly to resolve the issue. For persistent problems, contact our customer service at cs@everymarket.com.
Customer Support:
Our team is available 24/7 to assist you with any questions or concerns regarding your order. We are committed to ensuring a smooth shopping experience.
Return & Refund Policy Overview
Please review our return and refund policies below to ensure a smooth transaction process.
Return Policy
Duration: You have 30 days from receiving your item to initiate a return.
Condition: Items must be unworn, unwashed, with original tags and packaging intact.
Shipping Costs: Customers are responsible for return shipping costs.
Packaging: Ensure returned items are well-packaged to avoid damage during transit.
Tracking: Use a trackable and insured shipping method as we are not liable for items lost or damaged on return.
Initiating a Return: Contact us at cs@everymarket.com to start your return. We will provide a return shipping label and instructions upon approval. Returns without prior approval will not be accepted.
How to Return
Method: Returns must be sent back by mail to the address provided in the return instructions.
Return Label
Defective Products: Return labels are provided for defective items.
Non-Defective Returns: Customers are responsible for obtaining their return shipping label.
Product Conditions for Return
Eligible Products: Returns are only accepted for items in new condition.
Nonreturnable Items
Certain items are not eligible for return:
Electronic devices after 30 days (e.g., computers, laptops, Kindles)
Gift cards, prepaid game cards
Perishable goods, live insects, some jewelry, some health and personal care items
Customized or personalized products
Items with special shipping restrictions
Refund Policy
Window: Eligible products may be returned within 30 days of delivery for a refund.
Refund Method: Refunds are processed to the original payment method or as store credit for items purchased with gift cards.
Processing Time: Refunds are processed within 3-5 business days after we receive the return; please allow additional time for shipping and bank processing.
Claims
Inspect your order upon arrival and report any defects, damages, or incorrect items immediately to allow us to address the issue. For claims, contact our support team with details of the issue.
Exchange Policy
For the quickest service, return your original item and place a new order for the desired product once your return is accepted.
Return Address
EveryMarket Customer Service 2101 E Terra Ln, O'Fallon, MO 63366
Customer Support
Available 24/7 for any questions or assistance needed:
Phone: +1 636-312-5925
Email: cs@everymarket.com
Oops!
Sorry, it looks like some products are not available in selected quantity.
OK
