Update README.md
Browse files
README.md
CHANGED
@@ -1,140 +1,122 @@
|
|
1 |
---
|
2 |
-
|
3 |
-
|
4 |
-
|
5 |
-
|
6 |
-
pretty_name: "titan-hohmann-transfer-orbit Dataset"
|
7 |
-
type: synthetic
|
8 |
-
language: en
|
9 |
tags:
|
10 |
-
|
11 |
-
|
12 |
-
|
13 |
-
|
14 |
-
|
15 |
-
|
16 |
-
|
17 |
-
# Dataset Information
|
18 |
task_categories:
|
19 |
-
|
20 |
-
task_ids:
|
21 |
-
- closed-domain-qa
|
22 |
-
|
23 |
-
# Licensing
|
24 |
-
license: mit
|
25 |
-
license_links:
|
26 |
-
- https://opensource.org/licenses/MIT
|
27 |
-
|
28 |
-
|
29 |
-
# Version and Date
|
30 |
-
dataset_version: "1.0.0"
|
31 |
-
dataset_release_date: "2024-12-03"
|
32 |
-
|
33 |
-
# Authorship
|
34 |
-
dataset_authors:
|
35 |
-
- name: "A Taylor"
|
36 |
-
affiliations:
|
37 |
-
|
38 |
-
|
39 |
-
# Card Details
|
40 |
-
annotations_creators:
|
41 |
-
- no-annotation
|
42 |
-
language_creators:
|
43 |
-
- other
|
44 |
-
|
45 |
-
# Dataset Description
|
46 |
-
description: >
|
47 |
-
A comprehensive synthetic dataset simulating a space probe mission to Titan
|
48 |
-
using advanced propulsion and gravitational assist techniques. The dataset
|
49 |
-
provides researchers with a realistic, multi-dimensional dataset for studying
|
50 |
-
interplanetary mission design, trajectory optimization, and propulsion system performance.
|
51 |
-
|
52 |
-
# Dataset Features
|
53 |
-
features:
|
54 |
-
- name: initial_total_mass
|
55 |
-
description: Total initial spacecraft mass
|
56 |
-
type: float
|
57 |
-
unit: kg
|
58 |
-
- name: dry_mass
|
59 |
-
description: Spacecraft mass without propellant
|
60 |
-
type: float
|
61 |
-
unit: kg
|
62 |
-
- name: thrust_level
|
63 |
-
description: Hall effect thruster thrust level
|
64 |
-
type: float
|
65 |
-
unit: mN
|
66 |
-
- name: launch_vehicle
|
67 |
-
description: Type of launch vehicle used
|
68 |
-
type: categorical
|
69 |
-
|
70 |
-
# Additional Metadata
|
71 |
-
source_datasets: []
|
72 |
-
size_categories:
|
73 |
-
- 100K<n<1M
|
74 |
-
data_preview_url: null
|
75 |
-
|
76 |
-
# Dataset Statistics
|
77 |
-
dataset_info:
|
78 |
-
total_entries: 700
|
79 |
-
total_features: 22
|
80 |
-
generation_method: "Scientifically constrained stochastic generation"
|
81 |
-
|
82 |
-
# Research Applications
|
83 |
-
research_applications:
|
84 |
-
- Trajectory optimization algorithms
|
85 |
-
- Electric propulsion system modeling
|
86 |
-
- Mission risk assessment
|
87 |
-
- Machine learning training for aerospace decision support
|
88 |
-
|
89 |
-
# Ethical Considerations
|
90 |
-
ethical_considerations:
|
91 |
-
- Fully synthetic dataset
|
92 |
-
- No proprietary information
|
93 |
-
- Suitable for academic research and open scientific inquiry
|
94 |
-
|
95 |
-
# Limitations
|
96 |
-
limitations:
|
97 |
-
- Synthetic nature of the data
|
98 |
-
- Represents simulated scenarios
|
99 |
-
- Requires validation against real-world mission data
|
100 |
-
|
101 |
-
# Citation
|
102 |
-
citation: |
|
103 |
-
@dataset{titan-hohmann-transfer-orbit_2024,
|
104 |
-
title = {titan-hohmann-transfer-orbit Synthetic Dataset},
|
105 |
-
author = {A Taylor},
|
106 |
-
year = {2024},
|
107 |
-
version = {1.1.0},
|
108 |
-
url = {https://github.com/your-repository/hohmann-titan-orbit-dataset}
|
109 |
-
}
|
110 |
---
|
111 |
|
112 |
-
#
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
113 |
|
114 |
-
|
|
|
115 |
|
116 |
-
|
|
|
117 |
|
118 |
-
|
|
|
119 |
|
120 |
-
|
121 |
-
-
|
122 |
-
- **Generation Method:** Scientifically constrained stochastic generation
|
123 |
|
124 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
125 |
|
126 |
-
|
127 |
-
- Spacecraft Parameters
|
128 |
-
- Propulsion System
|
129 |
-
- Celestial Mechanics
|
130 |
-
- Gravity Assist Parameters
|
131 |
-
- Environmental Factors
|
132 |
-
- Mission Constraints
|
133 |
-
- Trajectory Data
|
134 |
-
- Operational Data
|
135 |
-
- Scientific Instrumentation
|
136 |
-
- Probe Mission Context
|
137 |
|
138 |
-
|
139 |
|
140 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
---
|
2 |
+
title: Titan-Hohmann-Transfer-Orbit
|
3 |
+
license: apache-2.0
|
4 |
+
datasets:
|
5 |
+
- name: Titan-Hohmann-Transfer-Orbit
|
|
|
|
|
|
|
6 |
tags:
|
7 |
+
- space
|
8 |
+
- synthetic
|
9 |
+
- mission-simulation
|
10 |
+
- foundation-model
|
11 |
+
- titan
|
12 |
+
size_categories: "700"
|
|
|
|
|
13 |
task_categories:
|
14 |
+
- other
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
15 |
---
|
16 |
|
17 |
+
# **Titan-Hohmann-Transfer-Orbit Dataset Card**
|
18 |
+
|
19 |
+
**Author:** A Taylor
|
20 |
+
**Contact:** [hf.co/taylor658](https://hf.co/taylor658)
|
21 |
+
**License:** [Apache License 2.0](https://www.apache.org/licenses/LICENSE-2.0)
|
22 |
+
|
23 |
+
---
|
24 |
+
|
25 |
+
## **Dataset Summary**
|
26 |
+
|
27 |
+
The **Titan-Hohmann-Transfer-Orbit** dataset simulates an interplanetary mission to Titan using advanced propulsion systems and gravitational assist techniques. This **synthetic dataset** is designed for studying:
|
28 |
+
|
29 |
+
- **Trajectory optimization algorithms**
|
30 |
+
- **Electric propulsion system modeling**
|
31 |
+
- **Mission risk assessment**
|
32 |
+
- **Machine learning training** for aerospace and trajectory decision-support systems.
|
33 |
+
|
34 |
+
---
|
35 |
+
|
36 |
+
## **Mission Profile**
|
37 |
+
|
38 |
+
1. **Earth Departure**: The spaceprobe begins its journey with a launch vehicle, departing Earth’s orbit and entering a heliocentric transfer trajectory.
|
39 |
+
2. **Gravity Assist Phase**: The spaceprobe utilizes planetary flybys (e.g., Jupiter) to optimize its trajectory toward Saturn and Titan.
|
40 |
+
3. **Heliocentric Cruise**: The spaceprobe completes extended low-thrust propulsion arcs using Hall Effect thrusters, further refining its trajectory.
|
41 |
+
4. **Titan Arrival**: Final adjustments are made to insert the spaceprobe into orbit around Titan for mission operations.
|
42 |
+
|
43 |
+
---
|
44 |
+
|
45 |
+
## **Columns (Relevant for Foundation Model Training)**
|
46 |
+
|
47 |
+
1. **Initial_Total_Mass**
|
48 |
+
- Total spaceprobe mass (kg) at the mission start, including fuel and payload.
|
49 |
+
|
50 |
+
2. **Dry_Mass**
|
51 |
+
- Spaceprobe mass without propellant (kg), useful for estimating burn times and fuel efficiency.
|
52 |
|
53 |
+
3. **Thrust_Level**
|
54 |
+
- Thrust output of the Hall Effect thrusters (mN).
|
55 |
|
56 |
+
4. **Launch_Vehicle**
|
57 |
+
- Categorical data specifying the type of launch vehicle used (e.g., “Falcon Heavy,” “SLS”).
|
58 |
|
59 |
+
5. **Mission_Segment**
|
60 |
+
- Categorical description of the mission phase (e.g., “Launch,” “Cruise,” “Gravity Assist,” “Titan Arrival”).
|
61 |
|
62 |
+
6. **Time_of_Flight_days**
|
63 |
+
- Elapsed time from mission start, measured in days.
|
|
|
64 |
|
65 |
+
7. **Orbital_Radius_km**
|
66 |
+
- Radial distance from the central celestial body (e.g., Earth, Sun, or Titan).
|
67 |
+
|
68 |
+
8. **Semi_Major_Axis_km**
|
69 |
+
- Semi-major axis of the spaceprobe’s elliptical trajectory (km).
|
70 |
+
|
71 |
+
9. **Eccentricity**
|
72 |
+
- Describes the shape of the orbit (0 = circle, <1 = ellipse).
|
73 |
+
|
74 |
+
10. **Inclination_deg**
|
75 |
+
- Orbital plane tilt relative to the ecliptic or other reference plane.
|
76 |
+
|
77 |
+
11. **True_Anomaly_deg**
|
78 |
+
- Position of the spaceprobe along its orbital path.
|
79 |
+
|
80 |
+
12. **DeltaV_Used_km_s**
|
81 |
+
- Total accumulated ∆v (km/s) expended since mission start.
|
82 |
+
|
83 |
+
13. **Thrust_Events_Start_Time**
|
84 |
+
- Timestamp indicating the start of a thrust event.
|
85 |
+
|
86 |
+
14. **Thrust_Events_Stop_Time**
|
87 |
+
- Timestamp indicating the end of a thrust event.
|
88 |
+
|
89 |
+
15. **Closest_Approach_Distance_km**
|
90 |
+
- Distance at closest approach during gravity-assist flybys.
|
91 |
+
|
92 |
+
16. **Relative_Velocity_km_s**
|
93 |
+
- Velocity of the spaceprobe relative to the flyby planet or Titan upon approach.
|
94 |
+
|
95 |
+
17. **Final_Orbit_SMA_km**
|
96 |
+
- Semi-major axis of the final orbit around Titan (km).
|
97 |
+
|
98 |
+
18. **Final_Orbit_Inclination_deg**
|
99 |
+
- Inclination of the spaceprobe’s orbit around Titan after insertion.
|
100 |
+
|
101 |
+
---
|
102 |
+
|
103 |
+
## **Intended Usage**
|
104 |
+
|
105 |
+
- **Foundation Model Training**: Suitable for time-series and tabular data modeling in the context of interplanetary trajectories.
|
106 |
+
- **Synthetic Orbital Analysis**: For educational use, exploring gravity assists, electric propulsion, and mission design principles.
|
107 |
+
|
108 |
+
---
|
109 |
|
110 |
+
## **License & Citation**
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
111 |
|
112 |
+
**License:** [Apache 2.0](https://www.apache.org/licenses/LICENSE-2.0)
|
113 |
|
114 |
+
```bibtex
|
115 |
+
@dataset{titan_hohmann_transfer_orbit_2024,
|
116 |
+
title={{Titan-Hohmann-Transfer-Orbit Synthetic Dataset}},
|
117 |
+
author={A Taylor},
|
118 |
+
howpublished={\url{https://hf.co/taylor658}},
|
119 |
+
year={2024},
|
120 |
+
note={Synthetic dataset simulating an interplanetary mission to Titan.}
|
121 |
+
}
|
122 |
+
|