PL3814194T3 - Optymalizacja energii przy eksploatowaniu floty pojazdów szynowych - Google Patents

Optymalizacja energii przy eksploatowaniu floty pojazdów szynowych

Info

Publication number
PL3814194T3
PL3814194T3 PL19752934.0T PL19752934T PL3814194T3 PL 3814194 T3 PL3814194 T3 PL 3814194T3 PL 19752934 T PL19752934 T PL 19752934T PL 3814194 T3 PL3814194 T3 PL 3814194T3
Authority
PL
Poland
Prior art keywords
during operation
rail vehicle
vehicle fleet
energy optimisation
optimisation during
Prior art date
Application number
PL19752934.0T
Other languages
English (en)
Inventor
Helge AUFDERHEIDE
Udhayaraj SIVALINGAM
Original Assignee
Siemens Mobility GmbH
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Siemens Mobility GmbH filed Critical Siemens Mobility GmbH
Publication of PL3814194T3 publication Critical patent/PL3814194T3/pl

Links

Classifications

    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • G06N3/084Backpropagation, e.g. using gradient descent
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B61RAILWAYS
    • B61LGUIDING RAILWAY TRAFFIC; ENSURING THE SAFETY OF RAILWAY TRAFFIC
    • B61L27/00Central railway traffic control systems; Trackside control; Communication systems specially adapted therefor
    • B61L27/10Operations, e.g. scheduling or time tables
    • B61L27/16Trackside optimisation of vehicle or train operation
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00Machine learning
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/0499Feedforward networks
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • G06N3/09Supervised learning
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B61RAILWAYS
    • B61LGUIDING RAILWAY TRAFFIC; ENSURING THE SAFETY OF RAILWAY TRAFFIC
    • B61L2205/00Communication or navigation systems for railway traffic
    • B61L2205/04Satellite based navigation systems, e.g. global positioning system [GPS]

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • Computing Systems (AREA)
  • Artificial Intelligence (AREA)
  • Mathematical Physics (AREA)
  • General Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • General Engineering & Computer Science (AREA)
  • Biomedical Technology (AREA)
  • Molecular Biology (AREA)
  • General Health & Medical Sciences (AREA)
  • Computational Linguistics (AREA)
  • Biophysics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Mechanical Engineering (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Medical Informatics (AREA)
  • Electric Propulsion And Braking For Vehicles (AREA)
PL19752934.0T 2018-08-31 2019-07-24 Optymalizacja energii przy eksploatowaniu floty pojazdów szynowych PL3814194T3 (pl)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
DE102018214813 2018-08-31
PCT/EP2019/069863 WO2020043397A1 (de) 2018-08-31 2019-07-24 Energieoptimierung beim betreiben einer schienenfahrzeugflotte

Publications (1)

Publication Number Publication Date
PL3814194T3 true PL3814194T3 (pl) 2025-01-20

Family

ID=67620378

Family Applications (1)

Application Number Title Priority Date Filing Date
PL19752934.0T PL3814194T3 (pl) 2018-08-31 2019-07-24 Optymalizacja energii przy eksploatowaniu floty pojazdów szynowych

Country Status (5)

Country Link
US (1) US12168467B2 (pl)
EP (1) EP3814194B1 (pl)
ES (1) ES2996259T3 (pl)
PL (1) PL3814194T3 (pl)
WO (1) WO2020043397A1 (pl)

Families Citing this family (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP4082868A1 (de) * 2021-04-27 2022-11-02 Siemens Mobility GmbH Verfahren zum optimieren eines schienenverkehrs eines schienenverkehrsnetzes
EP4082869B1 (de) * 2021-04-28 2025-01-15 Siemens Mobility GmbH Verfahren zum steuern eines schienenverkehrs einer mehrzahl von schienenfahrzeugen, recheneinheit und computerprogrammprodukt
EP4166419A1 (en) * 2021-10-18 2023-04-19 Tata Consultancy Services Limited System and method for railway network access planning
DE102022211085A1 (de) 2022-10-19 2024-04-25 Siemens Mobility GmbH Prognostizierung des Verschleißverhaltens von Schienenfahrzeugen
US12195067B2 (en) 2022-12-14 2025-01-14 Progress Rail Services Corporation Real-time control of off-lining of locomotives for energy management
CN117302316A (zh) * 2023-11-08 2023-12-29 交控科技股份有限公司 一种虚拟编组列车追踪间距预测及动态调整方法及装置

Family Cites Families (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7618011B2 (en) * 2001-06-21 2009-11-17 General Electric Company Consist manager for managing two or more locomotives of a consist
AUPS241102A0 (en) * 2002-05-20 2002-06-13 Tmg International Holdings Pty Limited System for improving timekeeping and saving energy on long-haul trains
US9733625B2 (en) * 2006-03-20 2017-08-15 General Electric Company Trip optimization system and method for a train
DE102010041078A1 (de) 2010-09-20 2012-03-22 Siemens Aktiengesellschaft Verfahren zur automatischen Steuerung einer Mehrzahl spurgebundener Fahrzeuge
DE102011106440B4 (de) * 2011-07-04 2018-05-30 Deutsches Zentrum für Luft- und Raumfahrt e.V. Energieeffizienter Bahnbetrieb
CN106458226B (zh) * 2014-04-04 2018-10-26 斯玛特维斯有限责任公司 用于提高机车车辆的效率的方法和系统
US9811102B2 (en) * 2014-07-31 2017-11-07 Antonino Gulli' System and methods for monitoring and reducing the consumption of electricity with a network of smart sensors
ES2844725T3 (es) * 2016-03-03 2021-07-22 Thales Man & Services Deutschland Gmbh Método de control de vehículos en caso de situación de conflicto y sistema de apoyo a la decisión
US10029714B2 (en) * 2016-04-22 2018-07-24 Progress Rail Locomotive Inc. Locomotive health-based train pacing system
DE102016116414A1 (de) 2016-09-02 2018-03-08 Knorr-Bremse Systeme für Schienenfahrzeuge GmbH Verfahren und Vorrichtung zur Verschleißoptimierung von Schienenfahrzeugen

Also Published As

Publication number Publication date
EP3814194B1 (de) 2024-09-04
WO2020043397A1 (de) 2020-03-05
EP3814194A1 (de) 2021-05-05
US12168467B2 (en) 2024-12-17
ES2996259T3 (en) 2025-02-12
US20210331725A1 (en) 2021-10-28
EP3814194C0 (de) 2024-09-04

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