Fact-checked by Grok 2 weeks ago

Automatic train operation

Automatic train operation (ATO) is a signalling that automates the longitudinal train control functions of acceleration, braking, and speed regulation to adhere to predefined movement authorities and timetables, often in conjunction with automatic train protection (ATP) systems for enforcement. The degree of human involvement varies according to the grade of automation (), as defined in the IEC 62290, ranging from oversight to fully unattended operations. ATO enhances operational precision by minimizing variations in train handling, thereby improving , , and overall capacity compared to driving. The grades of automation provide a structured framework for ATO implementation, with five levels outlined in IEC 62290-1. 0 involves no , relying on line-of-sight manual operations without signalling support. 1 features non-automated with ATP to enforce speed limits and prevent collisions, while the driver handles propulsion and braking. In 2, semi-automated allows ATO to manage between stations, with a driver present to initiate starts, stops, and intervene if necessary. 3 enables driverless (DTO), where ATO controls all driving functions but requires an attendant onboard for passenger assistance and emergency handling. 4 represents unattended (UTO), with full and no onboard staff, supported by advanced infrastructure like and intrusion detection. ATO has been deployed globally since the mid-20th century, initially in urban metros for high-frequency service, such as the London Underground's in 1968 (GoA 2). Modern applications extend to , commuter systems, and mainline railways, integrating with technologies like the (ETCS) and (CBTC) for seamless operation. Key benefits include reduced operational costs through lower staffing needs, enhanced safety by mitigating human error, and increased throughput via optimized headways—evident in systems like Washington Metro's ATO restoration for smoother rides and on-time performance. Ongoing developments, such as AI-driven perception for higher GoA levels, aim to expand ATO to freight and regional services, addressing challenges like cybersecurity and legacy infrastructure integration.

Introduction

Definition and Scope

Automatic train operation (ATO) is a railway technology that enables partial or full control of train movements, including acceleration, braking, and speed regulation, by automating longitudinal driving functions while adhering to safety and operational constraints. It forms a core component of (ATC) systems, which integrate ATO with other subsystems to manage train performance and ensure reliable service. This allows trains to operate with varying degrees of human involvement, from supervised modes requiring a driver to fully unattended configurations. The scope of ATO encompasses diverse rail applications, primarily urban metro and systems designed for high passenger volumes and frequent services, as well as mainline railways to enhance capacity and punctuality, with emerging implementations in freight operations to optimize logistics. Unlike automatic train protection (ATP), which focuses exclusively on safety enforcement such as speed supervision and collision prevention, ATO emphasizes operational efficiency through automated driving. Similarly, (CBTC) represents a signaling that often embeds ATO within a continuous radio-based communication framework, alongside ATP for protection and automatic train supervision (ATS) for scheduling. By automating routine tasks, ATO significantly reduces in train handling, such as inconsistent or misjudged braking, thereby improving overall and reliability in dense networks. It also supports high-frequency operations, enabling shorter headways and increased throughput, particularly in examples like Grade of Automation 4 (GoA4) where trains run unattended without onboard staff. International standards, including IEC 62290, define ATO principles for urban guided transport management systems, mandating high safety integrity levels (SIL 4) for critical functions like movement authorization to mitigate risks.

Historical Development

The evolution of automatic train operation (ATO) began with foundational experiments in (ATC) systems during the early , which evolved into full operational automation by the mid-20th century. In the , the General Railway Signal Company conducted tests in with elaborate speed control systems, including an early ATC apparatus installed on the that used track circuits to enforce speed limits and stops, marking initial steps toward automated train handling. Early U.S. advancements included the 1925 deployment of continuous inductive on the Delaware, Lackawanna & Western Railroad, enforcing speed limits via track circuits. In the 1930s, the London Underground undertook trials of semi-automatic signaling and mechanisms on sections of the District Line, aiming to reduce driver workload through basic automated braking and acceleration cues, though these remained under human supervision. Post-World War II advancements accelerated ATO development, with the first revenue service occurring in 1962 on New York City's 42nd Street Shuttle between and , where three-car trains operated fully automatically under standby motorman supervision for six months, demonstrating reliable unmanned propulsion and stopping. This was followed by the 1968 opening of London's , the world's first fully automated underground passenger railway with ATO at Grade of Automation 2 (GoA2), enabling precise train spacing and operation without manual acceleration or braking by drivers. The standardization era emerged in the 1990s with the development of the (IEC) 62290 series, which defined functional requirements for urban guided transport management systems, including ATO interfaces, culminating in the first edition published in 2006 to facilitate . The saw widespread adoption in , exemplified by Singapore's Mass Rapid Transit North East Line opening in 2003 as the world's first fully automated underground heavy rail line at GoA4, operating driverlessly with for enhanced capacity and reliability. This period marked a shift toward higher grades as a global framework. In the 2010s, European initiatives like Shift2Rail (launched in 2014) advanced ATO for mainline and freight applications, focusing on and digital signaling to integrate across mixed-traffic networks, with projects testing remote driving and ATO prototypes to boost efficiency. Recent milestones include the 2022 collaboration between Thales and to develop ATO solutions for freight trains, aiming to enable automatic coupling, shunting, and operation for improved punctuality and energy savings in European rail corridors. A notable implementation was the conversion of to GoA4, with full implementation completed in January 2024, which enables reduced operating costs through driverless operation and tighter headways from 105 to 85 seconds, with generally achieving up to 30% savings on lines.

Grades of Automation

Standard Grades (GoA 0-4)

The standard grades of automation () for rail systems, as defined by the (IEC) in IEC 62290-1, classify the level of automated control in guided management systems (UGTMS) from GoA 0 to GoA 4. These grades represent a progressive framework where each higher level incorporates all capabilities of the previous ones while shifting additional responsibilities—such as , , and —from onboard personnel to automated systems, with escalating safety requirements to ensure reliability. For instance, vital functions like braking in GoA 4 demand (SIL) 4 certification under to minimize failure risks in fully unattended operations.
GradeDescriptionKey Responsibilities and CapabilitiesExample
GoA 0On-sight manual operationThe train operator fully controls acceleration, braking, door operations, and safety based on visual observation and wayside signals; no automatic train protection (ATP) or automatic train operation (ATO) is provided.Traditional manual metros without signaling automation.
GoA 1Non-automatic train operation with ATPThe operator handles starting, stopping, and doors, while ATP systems enforce speed limits, prevent overspeeding, and ensure route interlocking by automatically applying brakes if violations occur.Basic protected manual lines with continuous speed supervision.
GoA 2Semi-automatic train operation (STO)The system provides full ATP and ATO for speed maintenance and routing, but the driver initiates starting/stopping, closes doors, and monitors trackside conditions from the cab.London Underground Victoria line, operational since 1968.
GoA 3Driverless train operation (DTO) with supervisionOnboard systems manage all movement, traction, and braking autonomously, with no driver in the cab; a roving attendant or remote control center provides oversight for passenger support, recovery, and non-driving tasks like door operations.London Docklands Light Railway (DLR), operational since 1987.
GoA 4Unattended train operation (UTO)The system fully automates all operations, including movement, doors, platform management, and emergency handling, without any onboard staff; manual intervention is limited to maintenance, with high-reliability redundancies ensuring safety.Copenhagen Metro, operational since 2002.
Higher grades of automation, such as through , typically integrate with () systems to enable precise speed regulation and route selection, enhancing overall system efficiency while maintaining stringent protocols. This progression allows rail operators to incrementally adopt , starting from basic in lower grades to complete autonomy in , thereby reducing and optimizing capacity.

Extended and Additional Types

GoA2.5 serves as a automation grade bridging GoA2 semi-automatic operation and GoA3 driverless operation, where train acceleration, braking, and stopping are fully automated, but a non-driving attendant occupies the cab solely for monitoring obstacles, managing emergencies, and assisting passengers rather than operating the controls. This configuration reduces staffing requirements while maintaining human presence for safety oversight, particularly in transitional phases toward full driverlessness. Developments such as Toshiba's GoA2.5 system eliminate the need for lineside train detection equipment, enabling cost-effective retrofitting on existing infrastructure, and have been piloted in contexts like Japanese railways with potential applications in European light rail for partial driverless runs. Recent pilots include Tokyo Metro's implementation on the Marunouchi Line, tested in 2025. Building on standard GoA3 driverless capabilities, GoA3+ extends by incorporating unattended platform supervision, allowing operation without on-board staff while relying on centers for platform monitoring and door operations. This variant, often used as an umbrella term encompassing GoA3 and GoA4 features, replaces human drivers entirely and emphasizes centralized oversight to handle passenger interactions and anomalies. The exemplifies GoA3+ implementation, operating as the world's longest fully automated system since 1985, with remote supervision ensuring safe, unattended platform management across its 80 km network. Sydney Metro Northwest, operational since 2019 at 4, achieving peak headways of 90 seconds to support high-capacity urban mobility and rapid service recovery. Beyond these hybrids, additional types of automatic train operation include virtual coupling, which enables platooning of multiple trains at relative braking distances using vehicle-to-vehicle communication and ATO, thereby boosting line capacity by up to 50% without physical connections. This approach, detailed in comprehensive reviews of railway virtual coupling research, relies on precise positioning systems and cooperative control algorithms to maintain safe gaps during dynamic operations. Another variant is ATO over ETCS Levels 2/3, integrating with the European Train Control System's radio-based signaling for mainline railways, where continuous trackside-to-train communication supports automated driving, trajectory optimization, and across borders. Pioneering pilots of this system, such as those by UNIFE members, demonstrate its role in enhancing efficiency on mixed-traffic networks while adhering to ETCS safety standards.

Technical Operation

Core Principles and Components

Automatic train operation (ATO) relies on closed-loop systems to regulate train speed and ensure precise positioning, incorporating continuous from onboard and trackside sensors to adjust operations in . This mechanism enables the system to monitor deviations in train position and , allowing for corrections that achieve stopping accuracy as fine as 50 cm at designated points. Such precision is critical for aligning with platform doors and maintaining operational efficiency in automated environments. Key components of ATO include onboard train control units (TCUs), which serve as the central processors for managing traction, braking, and movement commands based on received data. Trackside balises, passive transponders embedded in the rails, provide absolute positioning information to the train as it passes over them, resetting odometers and supplying fixed location references essential for navigation. Complementing these, radio-based communication systems—such as or emerging FRMCS—enable real-time data exchange between the train and central systems, delivering dynamic updates on speed profiles, route permissions, and potential hazards. Braking algorithms in ATO generate and braking curves to ensure safe deceleration, with the deceleration curve (EBD) defining the maximum stopping capability under worst-case conditions. These curves are computed onboard using parameters like current speed, track , and limits, while braking allows for smoother, energy-efficient stops. A fundamental relation for calculating the required deceleration rate d to achieve a given stopping s from initial speed v is derived from kinematic principles: d = \frac{v^2}{2s} This equation establishes the baseline for curve generation, though actual implementations incorporate additional factors like brake buildup time and safety margins. Safety protocols in ATO emphasize fail-safe redundancy, where multiple independent systems monitor and cross-verify operations to prevent single-point failures. Automatic Train Protection (ATP), often integrated within frameworks like ETCS, maintains ultimate authority over movement authority and speed supervision, overriding ATO commands if any fault or deviation is detected to enforce safe stopping or emergency braking. This hierarchical structure ensures that ATO functions only within predefined safety envelopes, reverting to protective modes without human intervention.

Integration with Other Systems

Automatic train operation (ATO) systems integrate seamlessly with (CBTC) through continuous bidirectional communication, enabling moving-block signaling that allows trains to operate closer together by dynamically adjusting headways based on real-time positioning data. This integration enhances capacity in urban rail networks by providing high-resolution train location independent of traditional track circuits, with ATO handling acceleration, braking, and routing while CBTC ensures safety and traffic management. For instance, in systems like Alstom's Urbalis Fluence, ATO is embedded within the CBTC framework to support both manual and fully automated operations, even on legacy infrastructure. ATO also interfaces with automatic train control (ATC) and automatic train protection (ATP) systems, functioning as the operational "brain" for route selection and train handling overlaid on underlying protection mechanisms. In European networks, ATO operates atop the (ETCS), where ETCS Level 2 or higher provides ATP by enforcing speed limits and movement authorities via radio communication, while ATO optimizes performance for driverless grades of automation (GoA 3 and 4). This layered approach ensures compatibility across mainline and metro applications, as seen in initiatives like ATO over ETCS, which maintains safety integrity while improving efficiency and adherence to schedules. At platforms and in depots, ATO coordinates with specialized systems for precise positioning and handling, including automatic door allocation via berthing controls that align and to within centimeters, often augmented by RFID balises for accurate localization. In depot environments, ATO facilitates automated shunting through integration with AI-based vision systems for obstacle detection and RFID for identification, enabling unmanned coupling, uncoupling, and routing without human intervention. These integrations reduce operational errors and support unmanned operations, as demonstrated in ProRail's automatic shunting trials using ATO with . The IEEE 1474.1-2025 standard, building on prior versions, updates requirements to facilitate multi-vendor ATO-CBTC , specifying functional allocations and metrics that ensure seamless data exchange and system compatibility across suppliers. This revision emphasizes enhanced and operations for diverse applications, including automated people movers.

Benefits and Limitations

Advantages of Higher Automation Levels

Higher grades of automation, particularly GoA3 and GoA4, enable significant operational improvements in systems by allowing trains to operate with reduced headways and enhanced . In operations, typical headways range from 2-3 minutes, but automated systems can achieve as low as 90 seconds or less, facilitating more frequent services without compromising margins. This reduction in headways translates to capacity increases of 30-50% on existing infrastructure, as trains can run closer together through optimized spacing and consistent performance, maximizing throughput on busy urban networks. Precise braking and acceleration control in these systems further support such tight operations by minimizing variability inherent in human-driven trains. Economically, higher automation levels yield substantial cost savings, primarily through reduced staffing requirements and improved . GoA4 implementations, such as those on the , have demonstrated operational cost reductions of up to 30% by eliminating the need for onboard drivers and associated personnel, allowing reallocation of staff to maintenance and oversight roles. Additionally, automated optimizes and coasting profiles, leading to savings of 20-30% compared to manual operations, as algorithms minimize unnecessary power usage while adhering to speed limits and schedules. These efficiencies lower overall lifecycle costs for operators, making higher GoA viable for expanding networks without proportional budget increases. From a and perspective, higher automation ensures more consistent and reliable service, enhancing and reducing incident risks. GoA4 systems achieve reliability rates of 99.999%, far surpassing manual operations where contributes to variability in delays and near-misses. This translates to fewer service disruptions and smoother rides, with passengers benefiting from predictable timetables and reduced wait times. For instance, Singapore's GoA4 lines, including , North East, and lines, collectively serve over 1.4 million daily passengers with no driver-related delays since their full automation rollout around , underscoring the elimination of human factors in operational reliability.

Challenges, Risks, and Incidents

Automatic train operation (ATO) systems face significant challenges, including cybersecurity vulnerabilities that expose radio-based communications to risks. Wireless channels used for ATO signaling are susceptible to man-in-the-middle attacks, potentially allowing unauthorized with train control commands. Additionally, the high initial costs of implementing ATO, such as converting an existing , can reach approximately €480 million, as demonstrated by the full automation project for Paris Metro Line 4 without service interruption. Key risks in ATO deployment include sensor failures exacerbated by adverse weather conditions like , , or , which can impair track stability detection and overall system performance. In Grade of Automation 2 (GoA2) operations, where drivers retain oversight, human factors during transitions between manual and automated modes—such as delayed responses or misinterpretation of system alerts—can elevate the potential for errors. Notable incidents highlight these vulnerabilities. On 5 October 1993, an automated train on Japan's Nankō Port Town Line overran the terminus at Suminoekōen Station due to a faulty circuit that prevented commands from transmitting, resulting in one fatality and the temporary suspension of operations. In a more recent case, a software logic fault in the (CBTC) system caused two trains to collide at in on 15 November 2017, injuring 29 people including passengers and staff. During the 2025 implementation of ATO on the Washington Metro's Red Line, station overruns occurred, leading to operational delays and safety concerns that temporarily delayed further expansion, though no injuries occurred. To address these challenges and risks, ATO systems incorporate redundant fail-safes, such as multiple braking mechanisms and backup communication pathways, to ensure safe operation even if primary components fail. Following incidents, standards have evolved; for instance, the annex to introduced enhanced cybersecurity requirements for industrial control systems in railways, including better protection against radio-based threats. These mitigations help balance the operational advantages of ATO with its inherent risks in controlled deployments.

Implementations and Applications

Current Deployments Worldwide

As of 2025, automatic train operation (ATO) systems at GoA3 and higher are deployed in over 40 cities globally, predominantly in urban metro networks, with accounting for the majority of automated kilometers. These systems enhance capacity and efficiency in high-density areas, though mainline and freight applications remain in development.

leads in the adoption of automatic train operation (ATO) systems, particularly at higher grades of automation such as GoA4, with extensive networks in urban metros. The in has operated driverless trains under GoA4 since the introduction of its first such lines—the Pink Line in November 2021 and Magenta Line in December 2021—with the network expanding to include multiple lines equipped with this technology; by 2024, it received its first domestically manufactured GoA4 trainsets capable of speeds up to 95 km/h. The overall system spans approximately 390 km across multiple lines as of 2025, serving as a benchmark for unattended train operations in densely populated areas. In , the represents one of the largest implementations of GoA4 automation, with its network reaching 768 km by late 2025 and incorporating fully automated lines such as the 44.2 km , a equipped for unattended operations. Recent expansions, including a 19.3 km line opened in June 2025 with GoA4-level full automation, enhance connectivity in central districts like Tianhe and Yuexiu, integrating with existing automated corridors to form an X-shaped urban transport framework. These developments position as having one of the world's most extensive GoA4 networks, prioritizing efficiency in high-ridership environments.

Europe

Europe has advanced ATO deployments focused on reliability and 24/7 service in major capitals. The operates entirely under GoA4, providing driverless service across its 39 km network with 24/7 availability; a comprehensive upgrade by , announced in 2024, extends this automation to the 170 km S-bane suburban rail, enabling unattended operations in phases through 2033. This system uses (CBTC) to minimize disruptions and support frequent services. In France, Paris Métro Lines 1 and 14 have been fully automated at GoA4 since their respective modernizations, with Line 14's extension and CBTC upgrade completed by 2025 to handle increased capacity on its 14 km core route plus extensions. Line 4 achieved complete GoA4 driverless operation in September 2025, reducing headways and improving energy efficiency across 12.9 km. These lines exemplify Europe's push toward network-wide automation, with Paris aiming for broader implementation to serve over 4 million daily passengers.

North America

North American ATO systems emphasize integration with existing infrastructure for enhanced safety and speed. The operates at GoA4 across its 80 km network, including the and Lines; by July 2025, new Mark V trainsets from entered service with full automation via Rail's SelTrac system, increasing capacity with five-car formations. This setup supports driverless operations on elevated and underground sections, handling peak loads efficiently. The completed its full ATO rollout in June 2025, extending computer-controlled operations to the Blue, Orange, and Silver Lines for the first time since 2009, covering 196 km system-wide. This expansion increases speeds by up to 20 mph on affected lines, reducing travel times by about 3 minutes end-to-end while maintaining operator oversight at GoA2 level. The implementation enhances reliability across all six lines, serving millions in the Washington, D.C., region.

Other Regions

In the Middle East, the Riyadh Metro became fully operational in early 2025 as the world's longest driverless network at 176 km, operating at GoA4 across its six lines with no on-board staff. Launched progressively from December 2024, the system includes the Orange Line's completion in January 2025, connecting key areas like Al-Madinah Al-Munawara Road with automated door operations and emergency handling. Managed by RATP Dev, it prioritizes seamless service in a high-temperature environment. Freight applications remain limited globally, with pilots exploring ATO for ; however, no widespread operational deployments were noted beyond systems by late 2025. Overall, as of , GoA4 systems operated in 42 cities worldwide, representing about 7% of global ; projections indicate to over 50 cities and higher ridership share by 2025.

Research and Development Projects

In , the Shift2Rail initiative, running from 2014 to 2024, developed an ATO demonstrator focused on integrating automatic train operation with the (ETCS) to enhance mainline and efficiency. This project achieved a 20% increase in network capacity through simulations by optimizing headways and train trajectories under Grades of Automation (GoA) up to GoA4, demonstrating potential for scalable automation on existing infrastructure. Building on these efforts, the R2DATO (Rail to Digital Automated up to Autonomous Train Operation) flagship project, launched in December 2022 with a total budget of €160.8 million (including €53.9 million from the ), advances remote supervision and digitalization for mainline operations. Coordinated by , it targets GoA4 automation by 2030, emphasizing hybrid ETCS levels, virtual coupling, and AI-driven traffic management to boost capacity and punctuality while enabling driverless operations in supervised modes. Early outcomes include validated prototypes for mixed-traffic scenarios, supporting Europe's goal of doubling rail capacity by 2030. In the freight sector, a 2022 collaboration between Thales and developed ERTMS-based ATO solutions for mixed passenger-freight traffic, integrating onboard automation with braking systems to enable GoA2 operations. This initiative, part of the Digital Freight Train concept, focuses on precise train handling, energy optimization, and across European networks, with demonstrations showing improved adherence to schedules in heterogeneous corridors. North American research includes the U.S. Department of Transportation's Federal Railroad Administration (FRA) project on Automated Train Operations Safety and Sensor Development, completed in 2024, which defined requirements for a locomotive-borne sensor platform tailored to freight rail. This platform uses environmental monitoring sensors to detect hazards and interface with onboard systems, supporting ATO in legacy freight networks by enhancing collision avoidance and operational safety without full infrastructure upgrades. The effort builds on current deployments to test scalability for widespread adoption.

Future Prospects

Ongoing and Planned Initiatives

In , the is advancing toward full Grade of Automation 4 (GoA4) operations with the introduction of X-Wagen trains on the U5 line, enabling driverless metro service starting in 2026 for the first time in the city's history. This rollout builds on pilot testing and infrastructure upgrades to support unmanned train movements across the network. Meanwhile, in the , a driverless pilot project launched in 2025 on the Kopidlno–Dolní Bousov line, utilizing connectivity for autonomous operations under supervision, marking 's first such open-track initiative with passengers. In the region, the network, already operating at GoA4 with (CBTC) signaling, is expanding to achieve full coverage across its integrated lines by 2027, including the completion of the City & Southwest and Western Sydney Airport extensions. In , the Mumbai-Ahmedabad corridor (508 km) is incorporating advanced signaling systems as part of its phased rollout, with initial sections expected from 2027 onward, to enhance safety and efficiency. Across the Americas, Toronto's Transit Commission (TTC) subway is modernizing Lines 1 and 2 with (ATC) systems to improve signaling and reduce headways, with implementation ongoing into the late 2020s. In the United States, freight operators like BNSF are conducting trials of automated technologies, including AI-driven and yard , with corridor-specific tests planned through 2028 to improve on major routes. Policy drivers are accelerating these initiatives, particularly through the European Union's Green Deal, which targets a 30% for rail freight by 2030 to support decarbonization goals and promote for sustainable mobility. The global automatic train operation systems market is projected to reach $10.2 billion by 2033, driven by demand for safer, more efficient rail networks in urban and freight sectors. A notable milestone is the Washington Metro's 2025 expansion of Automatic Train Operation (ATO) to the , and Silver Lines, achieving system-wide for the first time since 2009 and reducing end-to-end travel times by approximately 3 minutes. In November 2025, urged global leaders at COP30 to prioritize rail and investment for decarbonized transport, emphasizing its role in sustainable mobility.

Emerging Technologies

Artificial intelligence and machine learning are advancing automatic train operation (ATO) through predictive maintenance capabilities enabled by onboard analytics, allowing real-time monitoring of train components to anticipate failures and minimize disruptions. For instance, explainable machine learning frameworks analyze sensor data from railway systems to forecast maintenance needs, enhancing reliability in intelligent transportation setups. In the autonomous trains market, AI-driven analytics support predictive maintenance and real-time , projecting significant growth by 2034. Deloitte's 2025 analysis highlights AI's role as an "omnipresent maintenance employee," aiding decisions on targeted interventions to reduce downtime. Virtual coupling technologies, inspired by vehicle platooning, enable to operate in close formations by dynamically adjusting distances based on braking capabilities, increasing on shared tracks. Research outlines roadmaps for deploying virtual coupling in railway signaling, reducing separations to less than braking distances for higher throughput. The () conducted real-world tests of virtual coupling systems in April 2025, with results reported in August 2025, demonstrating feasibility for automated train formations. Trends discussed at the 2025 APTA Rail Conference, including by Tracsis, emphasize virtual coupling as part of broader rail technology optimizations for performance and efficiency. Advanced sensors like LiDAR and 5G connectivity are improving ATO resilience in adverse weather, such as fog, by providing robust environmental perception beyond traditional visibility limits. LiDAR systems penetrate fog and rain through filtering algorithms, maintaining detection of obstacles and enabling safer autonomous navigation. Integrated with 5G for low-latency data transmission, these sensors support real-time hazard reporting in dynamic rail environments. Eco-driving algorithms, leveraging such sensor inputs, optimize train speed profiles to reduce energy consumption by up to 20% in high-speed operations while adhering to schedules. In freight and mainline applications, autonomous shunting uses digital twins—virtual replicas of rail assets—for simulation and , streamlining yard operations without human intervention. Alstom's 2020 advancements in digital twins for driverless shunting laid groundwork for 2025 implementations, where twins enable precise maneuvering in freight depots. Projects like Futurail in 2025 explore automated shunting locomotives for series production, integrating digital twins to enhance efficiency in intermodal freight. and ITK Engineering's 2025 collaboration develops fully automated shunting systems, reducing operational risks through digital modeling. Emerging integrations of ATO principles with concepts apply automated to pod in tubes, optimizing high-speed capsule operations. Alstom's autonomous mobility initiatives, part of its sustainable rail solutions, target a 30% reduction in energy consumption by 2030, with partial achievements reported by March 2025 through eco-efficient designs. The U.S. Department of Transportation's (DOT) Automated Train Operations Sensor Platform enhances ATO safety in mixed-traffic scenarios by monitoring hazards and interfacing with onboard systems for proactive alerts.

References

  1. [1]
    AUTOMATIC TRAIN OPERATION - ERTMS
    The ATO system is defined by the following Grades of Automation (GoA):. GoA1 – manual driving, with possible support for the driver by a Driver Advisory System ...<|separator|>
  2. [2]
    [PDF] Implications of Increasing Grade of Automation
    • GOA 1: Manual operation with automatic train protection (like PTC). • GOA 2: Semi-automatic train operation (STO). • GOA 3: Driverless train operation (DTO).
  3. [3]
    Automatic Train Operation (ATO) - Digitale Schiene Deutschland
    They can be regarded as an autopilot for train traffic. The technology implements predefined instructions for accelerating and braking the train.
  4. [4]
    Metro and Automatic Train Operation (ATO) - WMATA
    For our customers, ATO means more on-time trains and improved service reliability thanks to a feature that allows Metro to pre-program train schedules. ATO ...Missing: definition | Show results with:definition
  5. [5]
    ATP, ATC, and ATO Explained- Demystifying Railway Automation
    Automatic Train Operation (ATO) · 1. Automated Train Driving: ATO systems automate train acceleration, braking, and speed control, allowing trains to operate ...
  6. [6]
    [PDF] Rail Communications-Based Train Control (CBTC) and Safety - Cisco
    The systems commonly associated with CBTC are Automatic Train Protection (ATP),. Automatic Train Operation (ATO), and Automatic Train Supervision (ATS). ... or ...
  7. [7]
    Automatic Train Operation takes to the main line
    Jan 30, 2018 · Automatic Train Operation has been widely used on metro lines for decades, but the technology is now starting to unlock benefits in more ...
  8. [8]
    Determinants of autonomous train operation adoption in rail freight
    Mar 14, 2023 · In this study, we define ATO as autonomous train operation and the feasibility of ATO deployment in rail freight is investigated.
  9. [9]
    Autonomous mobility: The future of rail is automated - Alstom
    Train automation is based on five grades of automation, from GoA0 to GoA4. Each step along this ladder increases operators' control over their fleets while ...
  10. [10]
    Railways Applications, Safety Integrity Level (SIL) - Rail K&N
    Feb 4, 2022 · There are four Safety Integrity Levels, labelled from SIL 1 to SIL 4: The latter has the highest level of safety integrity and SIL 1 the lowest.
  11. [11]
    [PDF] IEC-62290-1-2014.pdf - iTeh Standards
    Two types of functions are distinguished for a given grade of automation: mandatory functions (e.g. train detection) and optional functions (e.g. interfaces to ...
  12. [12]
    [PDF] Automatic Train Control in Rail Rapid Transit (Part 14 of 18)
    Morse code electric telegraph was first used in train operation for sending train orders on the New York & Erie RR. The Philadelphia & Reading RR installed.
  13. [13]
    IRT Times Square-Grand Central Shuttle - nycsubway.org
    On January 4th, 1962 at 3:17pm lasting until about 7pm, the first automated train in the US began revenue service. Although not needed, in deference to the TWU ...
  14. [14]
    Victoria Line renaissance - Rail Engineer
    Dec 10, 2012 · When London Underground's Victoria Line opened in 1968, it measured 21km long and was the first metro in the world to have Automatic Train Operation (ATO).
  15. [15]
    [PDF] A Century of Subways - Fordham Research Commons
    and it was the first revenue service out of Grand Central over the. New York ... a system known as Automatic Train Operation (ATO). A single onboard ...
  16. [16]
    IEC 62290-1:2014
    CHF 250.00Jul 10, 2014 · IEC 62290-1:2014 provides an introduction to the standard and deals with the main concepts, the system definition, the principles and the basic functions of ...<|separator|>
  17. [17]
    North East Line - Wikipedia
    Coloured purple on official maps, it is Singapore's third MRT line and the world's first fully-automated underground driverless heavy rail line. North East Line.
  18. [18]
    [PDF] Automated driving by rail - Digital Asset Management - Siemens
    Jun 27, 2016 · Within the scope of the EU initiative Shift2Rail, more aspects are developed further. European committee work. • Standardization of ATO over ...<|control11|><|separator|>
  19. [19]
    Thales and Knorr-Bremse to cooperate on freight train automation
    Nov 2, 2022 · Automatic Train Operation (ATO) will deliver multiple benefits for the rail freight sector. These include anticipated gains in efficiency and ...Missing: prototype | Show results with:prototype
  20. [20]
    Survey on Driverless Train Operation for Urban Rail Transit Systems
    Dec 18, 2016 · The Paris metro reported that the operation costs of DTO systems are 30% lower when compared with the conventional lines [14]. In addition, the ...
  21. [21]
    Understanding SIL in Railway Systems - Intertech Rail
    SILs, from IEC 61508, classify safety system performance, measuring risk reduction. SIL 1 is basic, SIL 2 & 3 are intermediate, and SIL 4 is the highest.
  22. [22]
    Automatic Train Operation For Metro & Railways - Metro Rail News
    Oct 30, 2023 · ... driverless system. Since 1987, all lines on Singapore's Mass Rapid Transit (MRT) have used ATO. Since its inception in 1987, all lines on ...<|control11|><|separator|>
  23. [23]
    Copenhagen's Driverless Trains: Urban Railway Innovation - Zigurat
    May 21, 2024 · This pivotal upgrade in vehicle automation will transform the Danish capital's 170km long railway into the world's largest automatic urban railway system.Missing: GoA3 | Show results with:GoA3
  24. [24]
    Alstom successfully hands over the first trainset to Delhi Metro Rail ...
    Sep 23, 2024 · These 100% made-in-India trains are designed for a safe speed of up to 95 kmph and operational speed of up to 85 kmph, with GOA 4 driverless ...
  25. [25]
    Transforming Rail Mobility through Automation - Quest Global
    Aug 11, 2023 · Grade of Automation 4 would refer to a system in which vehicles are run fully automatically without any operational staff onboard. The IEC 62290 ...
  26. [26]
    Toshiba unveils GoA2.5 without lineside train detection
    Jul 19, 2024 · Toshiba has developed an ATO system for operation at Grade of Automation 2.5 (GoA2.5) that does not require lineside train detection.Missing: examples | Show results with:examples
  27. [27]
    The World's Longest Fully-Automated Transit System Is in Vancouver
    Feb 7, 2019 · Vancouver's SkyTrain is the world's longest fully automated system, with 80 km of separated guideways, and trains arrive every 2-7 minutes ...
  28. [28]
    Virtual Coupling in Railways: A Comprehensive Review - MDPI
    This novel review, in which approximately 200 papers were analyzed, identifies the main topics of current railway-related VC research.
  29. [29]
    [PDF] Pioneering ATO over ETCS Level 2 | UNIFE
    Interoperable ATO over ETCS is seen as key for the future automation of main line railway operations in Europe. Valuable experience and feedback is expected ...
  30. [30]
    [PDF] Subset-126 ATO-OB / ATO-TS FFFIS Application Layer
    Jul 5, 2023 · 4 = 50cm. 5 = 1m. 6 = 1,5m. 7 = 2m. 8 = 2,5m. 9 = 3m. 10 = 5m. 11 = 7 ... Accurate Stopping - If [ Q_Pass_Stop_Depart == Train stopped at the TP ] ...
  31. [31]
    [PDF] ERTMS/ATO Operational Principles
    8.5.5 ATO 5.5 - Manage GoA transitions. ATO trains shall support transitions between different grades of automation. 8.5.6 ATO 5.6 - Change the driving ...
  32. [32]
    [PDF] Advanced Train Positioning / Communication System - HAL
    Nov 27, 2018 · The balises provide absolute localization information whenever the train passes over them. They can also provide spot communication during the ...
  33. [33]
    Urbalis Fluence: train-centric CBTC - Alstom
    Applicable to both manual and automatic train operations, its flexibility extends to its integration into both new and legacy systems. Old rolling stock can ...
  34. [34]
    The RFID Balise System is a critical component of modern ATO
    The RFID Balise System is a highly reliable and efficient way of transmitting data to the train, and it is an important element of modern railway systems.Missing: berthing platform doors AI
  35. [35]
    [PDF] Automatic Shunting - ATO driving with obstacle detection system
    Oct 20, 2023 · With GoA3 and higher, one can speak of fully automatic transportation, where no train driver is needed for the train service as the train is ...<|control11|><|separator|>
  36. [36]
    IEEE 1474.1-2025 - IEEE SA
    Jun 13, 2025 · This standard establishes a set of performance and functional requirements necessary for enhancing performance, availability, operations, and train protection ...
  37. [37]
    [PDF] 3. Train Control and Signaling - Transportation Research Board
    The system is claimed to reduce headways from 90 to 66 sec. As section 4.7 of this chapter shows, such close headways are only possible with tightly ...
  38. [38]
    Increasing railway line capacity starts with increased automation
    Sep 19, 2024 · ATO over European Train Control System (ETCS) is a system that allows trains to drive automatically while adhering to timetables and European ...
  39. [39]
    [PDF] CHALLENGES AND OPPORTUNITIES FOR AUTOMATION OF RAIL ...
    serves as an advisory to a Safety Integrity Level (SIL) 4 safety-critical system. ... automation system is designed to follow standards such as the Safety ...
  40. [40]
    Review of energy-efficient train control and timetabling - ScienceDirect
    Mar 1, 2017 · Energy savings between 20–30% have been reported when applying EETC in a DAS compared to normal train operation, for example see Franke, ...
  41. [41]
    Circle Line (Singapore) - Wikipedia
    Network. The Circle Line is the second line in Singapore to be completely automated and driverless, following the North East Line, and is among the world's ...
  42. [42]
    Hacking of wireless communication makes ATO vulnerable
    Oct 23, 2019 · Although the obvious vulnerability would be hacking the wireless communication channel, a 'man in the middle' attack, the most likely and ...Missing: radio | Show results with:radio
  43. [43]
    Conversion without service interruption: Paris' metro line 4 now fully ...
    Jan 26, 2024 · Reducing the intervals between trains from 105 to 85 seconds ... The cost of automating Line 4 came to approximately €480 million ...Missing: GoA4 2021
  44. [44]
    [PDF] Issues of safety of autonomous railway operation at the GoA3 and ...
    In this paper, the issue of safety for newly introduced sys- tems of autonomous operation on railways with automation level GoA3/GoA4 according to CENELEC EN ...
  45. [45]
    [PDF] Investigating Human Error Within GoA-2 Metro Lines
    The paper is a preliminary analysis of the challenges of increasing automation and identifies potential solutions such as reworking the transition by increasing ...
  46. [46]
    Nankō Port Town Line - Wikipedia
    ### Summary of the 1993 Incident on October 5
  47. [47]
    Joo Koon collision: Software glitch in signalling system results in ...
    Nov 15, 2017 · Among the 29 people hurt were 27 commuters, and one SMRT employee each on board the first and second trains. Thales, the company which is ...
  48. [48]
    Metro's automated train expansion delayed over safety concerns ...
    May 13, 2025 · The NTSB ultimately determined ATO was not responsible for that accident, but until late last year, Metro had never used it again.
  49. [49]
    [PDF] Railway cybersecurity - Cyberpolicy NASK
    In 2018, the UIC launched several events and publications to address cybersecurity issues in the railway sector (e.g. Guidelines for Cyber-Security in Railways) ...<|separator|>
  50. [50]
    Delhi Metro receives first 'Make in India' driverless metro train set
    Sep 23, 2024 · These new metro train sets, equipped with Grade of Automation (GOA) 4 driverless technology, are designed to operate at a top speed of 95 kmph.Missing: ATO | Show results with:ATO
  51. [51]
    India's Metro Systems: A Guide to Automation Levels - LinkedIn
    Jun 14, 2025 · Indian Metro Systems & Their GoA Levels: India is moving steadily toward metro automation with CBTC and GoA 4-ready infrastructure in upcoming ...<|separator|>
  52. [52]
    Metro extensions open in Chinese cities
    Oct 1, 2025 · Several metro extensions and new lines entered service in China at the end of September, with the Guangzhou network growing to 768km.
  53. [53]
    Guangzhou unveils two new metro lines with highest automation ...
    Jun 30, 2025 · The new line, spanning 19.3 kilometers with 13 stations, serves as the densification line for the city's central areas of Tianhe, Yuexiu, Haizhu ...
  54. [54]
    Siemens to upgrade Copenhagen S-Bane network to driverless ...
    Apr 22, 2024 · Driverless operation at GoA4, the highest Grade of Automation, is due to be introduced on the 170km S-Bane network under a five-phase programme ...
  55. [55]
    Driverless train operations: Siemens Mobility upgrades signaling for ...
    Apr 22, 2024 · Siemens Mobility will upgrade the entire 170 kilometers long S-bane network in Copenhagen to the highest grade of automation (GoA4 technology)
  56. [56]
    GoA4: The Way Forward for Metro Systems Worldwide - WSP
    Aug 4, 2022 · GoA4 is the highest level of automation – the process by which responsibility for operating the train is transferred from the driver to the train control ...
  57. [57]
    Paris Metro Line 4 completes automation, cuts headways, saves ...
    Sep 21, 2025 · Letter-2 Paris Métro Line 4 has completed its automation journey: All services now run driverless (GoA4/UTO) under ATO.
  58. [58]
    Hitachi Rail Supports Expansion of Vancouver SkyTrain Fleet
    Jul 31, 2025 · Vancouver SkyTrain's new Mark V trains are operating with full automation using Hitachi Rail's SelTrac™ Vehicle On-Board Controllers ...Missing: GoA3 | Show results with:GoA3
  59. [59]
    Alstom's first new SkyTrain trains enter commercial service in ...
    Jul 10, 2025 · By the end of 2025, several of these five-car trains will be running on the Expo Line and Millennium Line network, a major milestone in the ...Missing: GoA3 | Show results with:GoA3
  60. [60]
    Metro to launch Automatic Train Operation on the Blue, Orange, and ...
    Jun 13, 2025 · ... Metro to launch Automatic Train Operation on the Blue, Orange, and Silver lines on June 15. For immediate release: June 13, 2025. Metro to ...
  61. [61]
    Metro's Blue, Orange and Silver lines start running on ATO
    Jun 15, 2025 · All Metrorail lines are now running via computer. Metro's Blue, Orange and Silver lines started automatic train operation (ATO) on Sunday.
  62. [62]
    Survey of 2024 metro train introductions worldwide | ROLLINGSTOCK
    Aug 26, 2025 · For Alstom, the main achievement in 2024 was the launch of the world's longest (176 km) and fully automated metro system in Saudi Arabia's ...
  63. [63]
    Riyadh Metro fully operational with Orange Line launch - Arab News
    Jan 5, 2025 · The Riyadh Metro network on Sunday officially reached full operational capacity with the inauguration of the Orange Line, also known as the Al-Madinah Al- ...
  64. [64]
    Riyadh Metro's Operational Launch in Saudi Arabia - RATP Dev
    Dec 17, 2024 · Riyadh Metro's Operational Launch in Saudi Arabia: RATP Dev Ensures Seamless Service with the Opening of the Red Line (Line 2). 12/17/2024. On ...
  65. [65]
    [PDF] WORLD REPORT ON METRO AUTOMATION - UITP
    In March 2018 automated metros reached the. 1,000km milestone with the opening of the Pu- jiang Line in Shanghai. As of December 2018,.
  66. [66]
    [PDF] Shift2Rail, moving together to 2030 - Business Finland
    Nov 6, 2019 · Traction: Technical Demonstrator with innovative components for energy saving, weight ... TD2.2: Railway network capacity increase (ATO up to GoA4 ...<|control11|><|separator|>
  67. [67]
    Shift2Rail - Europe's Rail
    • 100% increase in rail capacity, leading to increased user demand;. • 50% increase in reliability, leading to improved quality of services;. • 50% reduction ...
  68. [68]
    FP2-R2DATO - EURAIL Projects
    Flagship Project 2: R2DATO - Rail to Digital automated up to autonomous train operation. To meet the increasing demand for transportation of both passengers ...
  69. [69]
    Rail to Digital automated up to autonomous train operation | FP2
    Oct 7, 2025 · The sum of the EU contributions of all participants in a project is equal to the grant amount. € 53 904 131,53.
  70. [70]
    Europe's Rail FP2 R2DATO brings you the next generation digital ...
    Jun 30, 2023 · The project aims to deliver scalable automation in train operations, up to GoA4 by 2030 and to enhance infrastructure capacity on existing rail networks.
  71. [71]
    Thales and Knorr-Bremse will jointly develop ATO for freight trains
    Nov 4, 2022 · Knorr-Bremse and French technology company Thales are joining forces to develop further automated features of the Digital Freight Train (DFT).Missing: prototype | Show results with:prototype
  72. [72]
    Automated Train Operations (ATO) Safety and Sensor Development
    Aug 20, 2025 · A safety analysis for a locomotive-borne sensor platform (SP) to support automated train operations (ATO).
  73. [73]
    The tech onboard Vienna U-Bahn's new Siemens X-Wagen
    Jun 21, 2023 · “[The X-Wagen] will replace the Silver Arrow trains and, beginning in 2026, enable fully automated metro operation in Vienna for the first time, ...
  74. [74]
    Czech Republic Begins Testing Autonomous Railbus on 5G Route
    Apr 15, 2025 · The Czech Republic launches autonomous railbus trials on the Kopidlno–Dolní Bousov line, featuring 5G connectivity and advanced automation ...
  75. [75]
    City & Southwest project overview | Sydney Metro
    The metro network will be fully segregated from the existing Sydney Trains network between Sydenham and Bankstown, improving the reliability of services on the ...Missing: GoA4 2027
  76. [76]
    Project Overview of high speed rail corridor - NHSRCL
    India's First Bullet Train Project - the Mumbai - Ahmedabad High Speed Rail corridor, spanning across 508 kilometres, will offer fast connectivity between ...Missing: ATO 2026-2030
  77. [77]
    Line 2 Automatic Train Control - TTC
    The signal system on Line 2 will be replaced with a new state-of-the-art signalling system known as Automatic Train Control (ATC).Missing: GoA3 2026
  78. [78]
    Eyes on AI: BNSF innovates to better serve our customers
    Jan 9, 2025 · BNSF is pushing forward to tap into the potential of AI technologies. From predictive maintenance to automated yard checks and optimized switching processes.Missing: 2025-2028 | Show results with:2025-2028
  79. [79]
    [PDF] 30 by 2030 - Rail Freight Forward
    A higher modal share of. 30% rail freight by 2030 is a better macro-economic solution for European transport growth. The European rail freight sector is also ...
  80. [80]
    Automatic Train Operation Systems Market Trends 2025–2033
    Sep 14, 2025 · Automatic Train Operation Systems Market size was valued at USD 4.1 Billion in 2024 and is projected to reach USD 10.2 Billion by 2033 ...
  81. [81]
    An explainable machine learning framework for railway predictive ...
    Jul 28, 2025 · This work contributes to a real-time data-driven predictive maintenance solution for Intelligent Transportation Systems. The proposed method ...
  82. [82]
    Autonomous Trains Market Growth Analysis Report 2025-2034 |
    Aug 6, 2025 · The Autonomous Trains Market is set to double its value from USD 10 billion in 2025 to USD 20 billion by 2034, driven by an 8% CAGR.Missing: current | Show results with:current
  83. [83]
    Using AI in predictive maintenance to forecast the future - Deloitte
    Feb 25, 2025 · The AI solution could serve as an omnipresent maintenance employee helping the human workforce make better decisions about when and where to target operations.<|separator|>
  84. [84]
    Roadmap development for the deployment of virtual coupling in ...
    Aug 10, 2025 · Virtual Coupling (VC) advances moving block signalling by further reducing train separation to less than an absolute braking distance using ...
  85. [85]
    DLR tests virtual coupling system in the real world
    Aug 14, 2025 · This technology enables the virtual coupling of train units and train formations as part of further automation of rail transport.Missing: Tracsis trends
  86. [86]
    Tracsis showcase technology solutions at APTA Rail Conference
    Jul 21, 2025 · Topics at the 2025 APTA Rail Conference included: Emerging trends and the utilization of rail technology to optimize performance. How ...
  87. [87]
    LiDAR Penetrates Fog and Empowers Safe Autonomous Driving
    LiDAR uses a dust/rain/fog filtering algorithm to reduce fog, enabling detection of rear targets and preserving pedestrians, even in thick fog.Missing: 5G resilience
  88. [88]
    Balancing energy consumption and risk of delay in high speed trains
    Eco-driving is an energy efficient traffic operation measure that may lead to important energy savings in high speed railway lines.
  89. [89]
    Digital Twins and driverless shunting: the future is now - Alstom
    Jul 22, 2020 · Autonomous driving, or ATO, is a digital system which enables the automatic operation of a train and supports the train driver by taking over some of his tasks.
  90. [90]
    Futurail and the road towards automated rail freight | RailFreight.com
    Automation in rail freight is still in its infancy, but the number and size of companies in this sector is increasing.
  91. [91]
    Fully automated shunting locomotive | ITK Engineering
    Apr 11, 2025 · ITK Engineering and DB Cargo develop fully automated shunting locomotive for series production ... Digitalization and automation are two critical ...
  92. [92]
    Assessing Hyperloop Transport Optimizing Cost with Different ...
    The Hyperloop capsules will be driven by an automatic train operation (ATO) to reach very high speeds and to operate capsules during their movement in ...Assessing Hyperloop... · 2. Literature Reviews · 3. Methods
  93. [93]
  94. [94]
    [PDF] Automated Train Operations Sensor Platform Framework ...
    The Sensor Platform (SP) monitors the environment for hazards, interfaces with onboard systems, and reports detected hazards. The SP Framework project ...