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EV Society · Autonomous Spacecraft Health Mission 2040

Learn to Protect Missions.
Build Systems That Protect Spacecraft.

A long-term education, engineering and startup pathway focused on Autonomous Spacecraft Health Management and Safe Recovery.

Space Education (14–18)Internships & Research Validated Prototypes Young Space Startups
Ages 14–18
Space Education
Engineering
Internships & Research
Young Founders
Startup Pathway
2040
Long-Term Mission
Mission Health Console
Illustrative Mission Simulation

Illustrative simulation, not live spacecraft telemetry.

Electrical Power
Nominal
Thermal Control
Monitor
Attitude Control
Nominal
Communications
Degraded
Recovery Mode
Advisory
One Mission

Can a spacecraft understand its own health and recover safely?

Autonomous Spacecraft Health Management is the capability to observe spacecraft telemetry, detect and isolate faults, predict mission impact, and recommend or execute verified recovery actions within bounded safety limits.

Future long-duration, autonomous, crewed, lunar and deep-space missions cannot depend on continuous ground intervention. A spacecraft must be able to observe its telemetry, detect anomalies, and isolate likely faults through Fault Detection, Isolation and Recovery (FDIR), predict mission impact, and recommend—or within verified limits execute—a safe recovery.

01
Observe telemetry
02
Detect anomaly
03
Diagnose fault
04
Predict impact
05
Recover safely
06
Verify recovery
Autonomous spacecraft health-management loop from telemetry monitoring through verified safe recovery.
Observe telemetry
Observe spacecraft state
Detect anomaly
Flag deviations
Diagnose fault
FDIR diagnosis
Predict impact
Predict mission impact
Recover safely
Supervised action
Verify recovery
Confirm safe state
Verified state feeds back into continuous telemetry monitoring
The autonomous spacecraft health-management loop: telemetry monitoring flows into anomaly detection, fault isolation (FDIR), mission-impact prediction, bounded recovery and verification, which feeds back into continuous telemetry monitoring.
AdvisorySupervisedBounded Autonomy

Generative AI must not directly control a safety-critical spacecraft loop. Autonomy is introduced gradually, under human supervision, and always within verified, bounded limits.

Long-Term Vision

Building capability for the missions of 2035, 2040 and beyond

This research direction is aligned with publicly stated Indian ambitions, including long-duration missions, autonomous rendezvous and docking, the Bharatiya Antariksha Station goal for 2035, and an indigenous crewed lunar landing goal for 2040.

Union Cabinet approves India's Mission (2024)Mars Orbiter Mission, MOM (2013)Achievements, Department of Space 2025Indian Space Policy 2023 (PDF)
Independent initiative. References to national space goals are provided for educational context and do not imply endorsement, affiliation or partnership with ISRO, IN-SPACe, NSIL or the Department of Space.

Prepared by the EV Society technical team. Last reviewed: 14 August 2026.

Education to Startup

One mission. A lifelong pathway.

This is a Mission Pathway, not a certification roadmap — each stage builds on the last.

Discover

Ages 14–18

  • Spacecraft systems
  • Sensors and telemetry
  • Faults, redundancy and safe mode
  • Mission-health challenge
Engineer

Higher Education

  • Simulator and telemetry engineering
  • Digital twins
  • Fault detection, isolation and recovery
  • Hardware-in-the-loop validation
Research

Applied Teams

  • Verified algorithms
  • Fault libraries and datasets
  • Papers and patent candidates
  • Academic and industry validation
Venture

Young Founders

  • Customer discovery
  • Validated prototype
  • Responsible incubation
  • Space products and services
Ages 14–18

How does a spacecraft know whether it is healthy?

Planned Programme

Space Health Explorers is a planned programme for students aged 14–18 exploring spacecraft health from first principles.

Spacecraft subsystemsTelemetry and sensorsSafe mode and redundancyMission communication delaysBasic anomaly reasoningCanSat or simulated mission-health activityEngineering ethics and safety
Internships & Research

One multidisciplinary mission team

Engineering students work together as one mission team rather than on unrelated projects.

Reference mission: A 3U/6U CubeSat health-management test environment covering electrical power, thermal control, attitude control, onboard computing, communications and payload behaviour.
Mission and telemetry simulatorFault injectionDigital twinAnomaly detectionFault isolation and diagnosisPrognosticsSafe recovery logicCyber-resilient telemetryVerification and safety assurance
Paid training and internships are distinct. Internships will be merit-based and governed by the published terms of each cohort; sponsored or stipended opportunities will be identified explicitly when available.
Research

Autonomous Spacecraft Health Management System

Planned Research Platform
Layer 1
Mission & subsystem simulation
Layer 2
Digital twin & state estimation
Layer 3
Fault detection, isolation & diagnosis (FDIR)
Layer 4
Prognostics & safe recovery
Layer 5
Verification & assurance
SimulationPhysical EmulationDigital TwinSupervised RecoveryFlight-Representative Validation
Planned Labs

Hands-on mission-health labs

Isolated, authorised simulations — not yet built. Express interest to help shape them.

Planned

Telemetry & Mission Operations Simulator

Practice reading and reacting to simulated spacecraft telemetry streams.

Express Interest
Planned

Spacecraft Power Fault Lab

Explore electrical power system faults and safe-mode responses.

Express Interest
Planned

Thermal Anomaly Lab

Study thermal control anomalies and their mission impact.

Express Interest
Planned

Attitude Sensor Fault Lab

Investigate attitude-control sensor faults and reconfiguration.

Express Interest
Planned

Communications Degradation Lab

Model link degradation and communication-delay scenarios.

Express Interest
Planned

Fault Injection & Diagnosis Lab

Inject faults into a simulated bus and practice diagnosis.

Express Interest
Planned

Digital Twin Calibration Lab

Calibrate a spacecraft digital twin against simulated telemetry.

Express Interest
Planned

Safe Recovery Verification Lab

Verify bounded, supervised recovery actions before they run.

Express Interest
Research Themes

Disciplined research directions

Every theme below is Proposed or a Research Direction — none are claimed as active projects, papers, or repositories yet.

01
Research Direction

Explainable spacecraft anomaly detection

02
Research Direction

Multi-sensor fault isolation

03
Proposed

Remaining useful life and degradation prediction

04
Proposed

Mission-impact assessment

05
Research Direction

Safe-mode recommendation

06
Proposed

Redundancy and reconfiguration

07
Research Direction

Cyber-physical anomaly discrimination

08
Proposed

Verification of bounded autonomous recovery

Five-Year Roadmap

Goals, not completed milestones

Every milestone below is a goal the team is working toward, phrased honestly as forward-looking.

1
Year 1
Foundation

Reference CubeSat, telemetry simulator, fault scenarios, first education and internship pilots.

2
Year 2
Diagnosis

Subsystem models, fault detection, explainable diagnosis, initial research outputs.

3
Year 3
Prognostics

Degradation prediction, supervised recovery, hardware-in-the-loop testbed.

4
Year 4
Validation

Academic/industry design partner and flight-representative pilot.

5
Year 5
Demonstration

Independently verified prototype and startup-ready technology components.

Participation

A neutral platform for people who want to build responsibly

School students and educators
Engineering students
Faculty and researchers
Retired scientists and technical mentors
Space startups and industry
Government and institutional stakeholders
CSR and scholarship partners
Young founders
Sustainable Access

How programmes will be funded

Availability, selection, fees, sponsorship and stipend conditions will be published for each programme.

Participant-fundedInstitution-fundedCSR-sponsoredScholarship-supportedGrant-fundedIndustry-sponsored
FAQ

Common Questions

Ecosystem

Ecosystem and Responsibilities

Space is an EV Society education and research initiative hosted on EV.ENGINEER. UFlight focuses on health and usage monitoring technologies for aerospace and autonomous platforms. Commercial engineering products and services, where applicable, are handled separately by iTelematics Software Private Limited under explicit agreements.

Help Build Spacecraft That Can Protect Their Missions

Join an education, research and venture pathway dedicated to trustworthy spacecraft health, autonomy and safe recovery.