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    • Home (overview)
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  • Cislunar glossary (terms & definitions)

    • Cislunar Space Glossary
    • Fundamentals

      • Absolute Range
      • Aerodynamic Coefficient
      • Aerodynamic Moment
      • Aerospace Vehicle
      • Allan Deviation (ADEV)
      • Ballistic Coefficient
      • Bi-Elliptic Transfer
      • Body Frame
      • Celestial Coordinate System
      • Celestial Sphere
      • Characteristic Velocity
      • Coverage Angle
      • Dual One-Way Ranging (DOWR)
      • Earth Ellipsoid
      • Earth Oblateness Perturbation
      • Earth-Centered Earth-Fixed Frame (ECEF)
      • Einstein Equivalence Principle (EEP)
      • Energy Parameter
      • Earth Observation (EO)
      • Finite Thrust Maneuver
      • Free-Flight Phase
      • Free-Flight Trajectory
      • Frozen Orbit
      • Gaussian Perturbation Equations
      • Geocentric Inertial Frame
      • GPS Time
      • Gravitational Potential
      • Gravitational Redshift
      • Gravity Turn
      • Gravity vs Gravitation
      • High Altitude Airship (HAA)
      • Hit Equation
      • Hohmann Transfer
      • Inertial Navigation System
      • Instantaneous Balance Assumption
      • In-Situ Resource Utilization (ISRU)
      • Julian Date
      • Kepler's Equation
      • Korea Multi-Purpose Satellite (KOMPSAT)
      • Lagrangian Perturbation Equations
      • Launch Azimuth
      • Launch Window
      • Lift-to-Drag Ratio
      • Load Factor
      • Longitudinal and Lateral Motion
      • Lunar Lander
      • Minimum Energy Trajectory
      • Near-space
      • Newton's Iteration Method
      • Nuri (KSLV-II)
      • Nutation
      • Optimal Velocity Inclination
      • Orbit Capture
      • Orbit Insertion Conditions
      • Orbital Elements
      • Orbital Equation
      • Orbital Maneuver
      • Orbital Phase
      • Orbital Transfer Vehicle
      • Passive Hydrogen Maser (PHM)
      • Perturbation Motion
      • Phasing Orbit
      • Pitch Program Angle
      • Powered Phase
      • Precession
      • Center of Pressure
      • Range Error Coefficient
      • Reentry Corridor
      • Reentry Phase
      • Repeat Ground Track Orbit
      • Reusable Launch Vehicle
      • Synthetic Aperture Radar (SAR)
      • Satellite Ring
      • Sequential Quadratic Programming
      • Skip Reentry
      • Solar Exposure Factor
      • Specific Angular Momentum
      • Specific Impulse
      • Stagnation Heat Flux
      • Standard Atmosphere
      • Stratospheric Airship
      • Subsatellite Track
      • Sun-Synchronous Orbit
      • Thrust-to-Weight Ratio
      • Thrust
      • Total Angle of Attack
      • Trajectory Equation
      • Trajectory Optimization
      • Trim Angle of Attack
      • True Anomaly
      • Tsiolkovsky Rocket Equation
      • Powered Phase Turning Process
      • Two-Body Problem
      • Coordinated Universal Time
      • Variation of Parameters
      • Velocity Frame
      • Velocity Inclination Angle
      • Vis-Viva Equation
      • Very Low Earth Orbit (VLEO)
      • Walker Constellation
      • Zero-Angle-of-Attack Reentry
    • Dynamics & math

      • A* Search Algorithm (A* Search)
      • A2PPO (Attention-Augmented Proximal Policy Optimization)
      • Action-Angle Variables
      • Backstepping Sliding Mode Control
      • Backward Stability Set
      • Bang-bang Control (Bang-bang Control)
      • Barycentric Synodic Coordinate System
      • Batch Deployment (Batch Deployment)
      • Bicircular Four-Body Problem
      • Birkhoff-Gustavson Normal Form
      • Buoyancy-weight Imbalance
      • Capture Set
      • Central Manifold
      • Chaos Effect
      • Clohessy-Wiltshire (CW) Equation
      • Co-state Normalization (Co-state Normalization)
      • Co-state Variables
      • Coasting Arc (Coasting Arc)
      • Continuation Method (Parameter Continuation)
      • Continuation
      • Cooperative Agent (CA)
      • CR3BP with Low-Thrust (CR3BP-LT)
      • Circular Restricted Three-Body Problem (CR3BP)
      • Curriculum Learning
      • Deep Deterministic Policy Gradient (DDPG)
      • Deep Reinforcement Learning
      • Detection Graph
      • Differential Correction
      • Differential Evolution (DE) Algorithm
      • Differential Games (Differential Games)
      • Direct Collocation
      • Dynamic Programming (Dynamic Programming)
      • Dynamic Target Method
      • Ephemeris Model
      • Equinoctial Orbital Elements (Equinoctial Orbital Elements)
      • Earth Restricted Three-Body Problem (ERTBP)
      • Fuel-optimal Control
      • Fuzzy Backstepping Control
      • Generalized Advantage Estimation (GAE)
      • Gaussian Process Regression
      • Geocentric Rotating Coordinate System (GRC)
      • Hamiltonian
      • Hybrid Cluster Particle Swarm Optimization (HCPSO)
      • Heteroclinic Orbit Transfer (Heteroclinic Orbit Transfer)
      • Hill Three-Body Problem
      • Homotopy Method (Homotopy Method)
      • Improved Baseline Control-Point Method (Improved Baseline Control-Point Method)
      • Impulsive Maneuver
      • Initial Value Optimization
      • Invariant Manifold (Invariant Manifold)
      • J2000 Geocentric Equatorial Coordinate System (J2000 Geocentric Equatorial Coordinate System)
      • Jacobi Constant (Jacobi Integral)
      • K-Means Clustering (K-Means Clustering)
      • K-Medoids Clustering (K-Medoids Clustering)
      • KD-Tree (KD-Tree)
      • Libration Point (Equilibrium Point)
      • Libration Point Spacecraft Body Coordinate System (Libration Point Spacecraft Body Coordinate System)
      • Libration Point Spacecraft Orbital Coordinate System (Libration Point Spacecraft Orbital Coordinate System)
      • Lindstedt-Poincare Method (Lindstedt-Poincare Method)
      • L2-centered Rotating Coordinate System (L2-centered Rotating Coordinate System, LRC)
      • LSTM Neural Network
      • Low-Thrust Transfer MDP Formulation
      • Mass Discontinuity (Mass Discontinuity)
      • Multi-Objective Monte Carlo Tree Search (MO-MCTS)
      • Modal Analysis
      • Monodromy Matrix
      • Monte Carlo Tree Search
      • Newton-Euler Equations
      • NSGA II (Non-dominated Sorting Genetic Algorithm II)
      • Pareto Optimality
      • Particle Swarm Optimization
      • Patch Point (Splicing Point)
      • Patched Method
      • Poincaré Map
      • Poincaré Section
      • Pontryagin's Maximum Principle
      • Pseudo-Arclength Continuation
      • Spacecraft Pursuit-Evasion Game
      • Q-Law Control Law
      • Quasi-Bicircular Problem (QBCP)
      • Quasi-Bicircular Four-Body Problem
      • Reachable Set
      • Reduced-Order Dynamic Equations
      • Regional Station-keeping Control
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      • Reinforcement Learning Enhanced Particle Swarm Optimization (RLEPSO)
      • Saddle-Point Strategy
      • Seven-node Model
      • Shooting Method
      • Six-DOF Motion Equations
      • Sliding Mode Control
      • Solar Radiation Pressure (SRP)
      • Stability Index
      • Stability Set
      • State-Dependent Traveling Salesman Problem (SDTSP)
      • State Transition Matrix (STM)
      • Static Lift
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      • Thermo-mechanical Coupling Model
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      • Two-Point Boundary Value Problem (TPBVP)
      • Trim Condition
      • Two-Dominant Invariant Manifold Method
      • Two-Level Differential Correction Method
      • Two-node Model
      • Variational Mode Decomposition
      • Zero-Effort Miss (ZEM)
      • Zero-Velocity Surface
    • Mission orbits

      • Apolune
      • Axial Orbit
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      • Butterfly Orbit
      • Cycler Trajectory
      • Distant Prograde Orbit (DPO)
      • DRO Constellation
      • Distant Retrograde Orbit (DRO)
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      • Low-Thrust Transfer Orbit
      • Lyapunov Orbit
      • Multi-Revolution Halo Orbit
      • Near-Rectilinear Halo Orbit (NRHO)
      • Orbit Identification
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      • Parking Orbit
      • Perilune
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      • Primary Impulse Orbit Transfer
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      • Triangular Libration Points
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    • Navigation & systems

      • Altitude Regulation
      • Autonomous Navigation
      • Cislunar Spatiotemporal Reference
      • Earth-Moon Hybrid Navigation
      • Extended Kalman Filter (EKF)
      • GPS Aided GEO Augmented Navigation (GAGAN)
      • Earth GNSS Weak Signal Navigation
      • Inter-Satellite Link Navigation
      • Indian Regional Navigation Satellite System (IRNSS)
      • LEO Navigation Augmentation
      • LiAISON Navigation
      • LunaNet (Lunar Network)
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      • Moonlight Initiative
      • Observability
      • Positioning, Navigation, and Timing (PNT)
      • Sun-Earth-Moon Autonomous Navigation
      • Tiandu-1
      • Trajectory Planning
      • X-ray Pulsar Navigation
    • Astronomy & observation

      • Astrometry
      • Background Star Elimination
      • Cislunar Moving Objects
      • Continuous Coverage (CP)
      • Earth Albedo
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      • Lunar Glare Zone
      • Pointing Constraint
      • Quasi-zero Wind Layer
      • Segmentation Map
      • Shift-and-Add (SAA)
      • Sidereal Tracking
      • Signal-to-Noise Ratio (SNR)
      • Solar Radiation
      • Source Extraction
      • Synthetic Tracking
      • Zonal Wind
    • Military space doctrine

      • Anti-Satellite Test (ASAT)
      • Cislunar Space Situational Awareness
      • Civil-Military Integration
      • Competitive Endurance
      • Component Field Commands
      • Commander, Space Forces (COMSPACEFOR)
      • Counterspace Operations
      • Directed Energy Weapon (DEW)
      • Distributed Architecture
      • DOTMLPF-P Framework
      • Force Design
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      • Force Employment
      • Force Generation
      • Golden Dome
      • Kinetic Weapon
      • Mission Command
      • Mission Delta (MD)
      • Operational Test and Training Infrastructure (OTTI)
      • Persistent Detection Corridor (PDC)
      • Resilience Map
      • Resilient/Disaggregated Architecture
      • Space Domain Awareness (SDA)
      • Space Mission Task Force (SMTF)
      • Space Superiority
      • Space Force Generation Process (SPAFORGEN)
      • System Delta (SYD)
    • Organizations

      • Anduril Industries
      • Booz Allen Hamilton
      • Danuri Lunar Orbiter
      • General Dynamics Mission Systems
      • GITAI USA
      • Indian Space Research Organisation
      • Korea Aerospace Administration
      • Lockheed Martin
      • Northrop Grumman
      • Quindar
      • Raytheon Missiles & Defense
      • Sci-Tec
      • SpaceX
      • Satish Dhawan Space Centre SHAR
      • True Anomaly
      • Turion Space

Mass Discontinuity (Mass Discontinuity)

Editor/Author: 胡敏, 肖金伟, 张天天, 陶雪峰 (2026) "Mission Planning for Orbital Transfer Vehicles for Batch Deployment of Medium-to-High Orbit Satellites"

Website: https://cislunarspace.cn

Definition

Mass Discontinuity refers to the discrete, significant decrease in the total mass of an Orbital Transfer Vehicle (OTV) when executing batch deployment missions, occurring each time a small satellite is successfully deployed to its target orbit due to satellite separation.

Unlike the continuous mass decrease caused by propellant consumption, mass discontinuity is instantaneous and relatively large in magnitude, having a significant impact on the dynamic characteristics of subsequent orbital transfers.

Generation Mechanism

In OTV batch deployment missions, mass variation exhibits two patterns:

1. Discrete Mass Discontinuity

When the OTV successfully releases a small satellite to its target orbit, its total mass undergoes a significant discrete decrease:

mk=mk−1−msat,πkm_k = m_{k-1} - m_{sat, \pi_k} mk​=mk−1​−msat,πk​​

Where:

  • mkm_kmk​: OTV mass before deploying the k-th small satellite
  • mk−1m_{k-1}mk−1​: OTV mass before deploying the (k-1)-th satellite
  • msat,πkm_{sat, \pi_k}msat,πk​​: Mass of the k-th deployed small satellite

2. Continuous Mass Variation

Due to continuous propellant consumption, OTV mass undergoes continuous decrease:

m˙(t)=−TmaxIsp⋅g0\dot{m}(t) = -\frac{T_{max}}{I_{sp} \cdot g_0} m˙(t)=−Isp​⋅g0​Tmax​​

Where IspI_{sp}Isp​ is specific impulse and g0g_0g0​ is standard gravitational acceleration.

Impact on Mission Planning

State-Dependent Transfer Cost

Mass discontinuity makes the transfer cost between any two points dependent on the dynamic quantity at its position in the sequence:

C(i,j,k)≠C(i,j,k′)C(i, j, k) \neq C(i, j, k') C(i,j,k)=C(i,j,k′)

The same origin-destination combination has different transfer costs under different mass states kkk and k′k'k′.

Impact on Sequence Optimization

Research results (Hu Min et al., 2026):

Model TypeN=8 Propellant ConsumptionN=12 Propellant ConsumptionFeasibility
State-Dependent (SDTSP-DP)487.7 kg632.1 kgFeasible
State-Independent (SI-Greedy)602.5 kg902.1 kg*Exceeded

*Indicates exceeding the initial propellant mass carried by OTV

Key Findings

  1. Systematic Underestimation: State-independent models that ignore mass discontinuity systematically underestimate transfer costs in later mission phases
  2. Optimal Sequence Differences: Accurate modeling of mass discontinuity leads to completely different optimal deployment sequences
  3. Strategic Detour Phenomenon: With accurate modeling, dynamic programming strategically postpones high-cost maneuvers until OTV is lightest and most efficient

Importance of Accurate Modeling

Engineering Value

  • Feasibility Guarantee: Accurate modeling ensures feasible solutions can be found at various mission scales
  • Propellant Savings: In N=12 scenarios, accurate modeling can save approximately 25.8% propellant
  • Solution Reliability: Avoids mission failures due to cost underestimation

Reasonableness of Decoupling Assumption

Research by Hu Min et al. (2026) validates that simplifying continuous mass consumption to discrete discontinuities during sequence planning is reasonable and feasible:

  • Refined results are highly consistent with estimated costs (deviation only 2.8%)
  • Discrete discontinuities are the primary factor affecting cost
  • Continuous consumption impact can be compensated during trajectory refinement

Mass Discontinuity and State Update

Mass discontinuity after each deployment completion leads to OTV state update:

k=∣S∣−1k = |S| - 1 k=∣S∣−1

Where kkk is the number of deployed small satellites and ∣S∣|S|∣S∣ is the size of the current visited set.

This relationship determines the value of kkk in the cost matrix C(i,j,k)C(i, j, k)C(i,j,k), which in turn affects optimality conditions in the Bellman equation.

Related Concepts

  • Orbital Transfer Vehicle (OTV)
  • Batch Deployment
  • State-Dependent Traveling Salesman Problem (SDTSP)
  • Q-law Control Law
  • Hub-and-Spoke

References

  • 胡敏, 肖金伟, 张天天, 陶雪峰. 面向中高轨小卫星批量部署的轨道转移飞行器任务规划[J]. 航天器工程, 2026, 25(3): 634-646.
  • Apa R, Kaminer I, Hudson J, et al. Optimal low-thrust orbital transfer for servicing multiple satellites in elliptical orbits[J]. Journal of Guidance, Control, and Dynamics, 2023, 46(6): 1723-1738.
  • Lee D, Ahn J. Optimal multitarget rendezvous using hybrid propulsion system[J]. Journal of Spacecraft and Rockets, 2023, 60(2): 456-471.
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Last Updated: 5/3/26, 9:38 AM
Contributors: Cron Job
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