Hugh Lewis Profile picture
Jul 5 8 tweets 5 min read
A follow-on from yesterday's thread with a note about averages. In a #SOCRATES report from 30 June 2022 the average collision probability for each #Starlink conjunction was 3.7E-6 but the range of values can be broad (chart shows data since 2019) [1/n]
Chart showing frequency of conjunctions at different collisi
#SOCRATES predicted some events with a collision probability > 1E-2 (1-in-100) & some with a probability < 1E-7 (1-in-10,000,000). The average value might seem to be almost negligible & you might think all conjunctions would be similar, but that's not the case [2/n]
In addition, some #Starlink & #OneWeb satellites experience more conjunctions than others. Most satellites experience relatively few encounters but a few satellites are involved in a relatively large number (charts shows data for 7 days from 30 June 2022) [3/n] Chart showing the frequency that Starlink and OneWeb satelli
The pattern (i.e. frequency) distributions seem clear & I expect them to be similar (not exactly the same) for predictions coming from @18thSDS based on high accuracy ephemerides. Indeed, some other work I have done recently mostly confirms this. [4/n]
@18thSDS The insight/conclusion that should be drawn is that averages only tell part of the story. A low average collision probability does not mean that all encounters will have a low collision probability (and vice versa) [5/n]
@18thSDS Quoting an average collision probability for a satellite does not mean that all satellites in the same constellation will experience the same probability in all encounters. [6/n]
@18thSDS In the case of #Starlink, a probability of 3.7E-6 (the average I quoted above) is not at the level at which a manoeuvre might be performed, yet Starlink satellites do manoeuvre (more than 12,000 times so far) in response to encounters with other objects. [7/n]
Hope this addition was useful and interesting! Thanks again to @TSKelso for access to & support with the #SOCRATES data, and thanks also to @mikeclindsay for some very helpful discussions. [8/8; fin]

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More from @ProfHughLewis

Jul 4
Welcome to my (delayed) monthly analysis of @CelesTrak #SOCRATES conjunctions. Since 1 March 2019, SOCRATES has predicted about 9 million unique conjunctions within 5 km involving active or derelict payloads. This is a thread focused on those involving #OneWeb & #Starlink [1/n] Chart showing the average daily number of conjunctions withi
#OneWeb payloads have accounted for ~500,000 unique conjunction predictions since 1 March 2019 (5.5% of all predictions made), while #Starlink payloads have accounted for ~1.1 million (12.5%) [2/n]
On 1 March 2019 #SOCRATES predicted ~3860 unique conjunctions within 5 km. On 30 June 2022 the corresponding number was ~10,160, an increase of ~160%. #Starlink accounted for ~2570 (25%) & #OneWeb accounted for ~1250 (12%) [3/n]
Read 14 tweets
Apr 27
In advance of my monthly analysis of #Starlink conjunction data I wanted to share some additional analysis undertaken over the last few days. It's a work in progress but here's a thread looking a little deeper at the #SpaceX approach to #Starlink orbital space safety [1/n]
#SpaceX provided some relatively detailed information about its approach in a briefing to the #FCC (here: ecfsapi.fcc.gov/file/108107102…) and in an update on the website (here: spacex.com/updates/index.…) [2/n]
My focus has mostly been on understanding the implications relating to the choice of the probability threshold for collision avoidance manoeuvres. With the #SOCRATES #Starlink data now running across nearly 3 years we can gain some insights that may be useful [3/n]
Read 35 tweets
Apr 1
Earlier this week Elon Musk set out his team's expectations for #Starlink satellites over the next 18 months. I thought I would use this month's #SOCRATES analysis to see what the Starlink team should expect in terms of conjunctions & manoeuvres over that period & beyond [1/n]
Before I start, I'd like to offer my thanks to @planet4589 for creating a page on his website with data that enabled me to move forwards with a critical part of the analysis. Thanks also go to @TSKelso for ongoing support and provision of SOCRATES data via @CelesTrak [2/n]
This month we open with the number of conjunctions within 5 km or less predicted for each week from December 2018 to the end of March 2022. Something extraordinary has happened because of #Starlink and the ASAT test in November: a 400% increase in less than 3 years [3/n]
Read 29 tweets
Feb 23
Important and informative update from @SpaceX in response to widespread concerns about #SpaceSafety & #SpaceSustainability associated with #Starlink. Lots to unpack but worth investing time to do so (it's the Feb 22nd update entry btw) spacex.com/updates/
There's a strong focus on the collision avoidance capabilities of the #Starlink satellites rather than on the services that inform those capabilities. Ryan Hiles and co-authors presented a hugely valuable insight on this aspect at @amoscon last year amostech.com/TechnicalPaper…
The impact of #Starlink on the work of @SpaceForceDoD is explained clearly, as are the steps taken to manage the screening burden that has emerged with growing numbers of #Starlink satellites. That burden is continuing to grow (exponentially by my estimates)
Read 8 tweets
Dec 30, 2021
Elon Musk told the Financial Times that "Tens of billions" of satellites can be accommodated in orbits close to Earth. Here's a thread looking at whether this is correct...
bbc.co.uk/news/business-…
1/ To investigate, I used the stability model developed by Don Kessler & Phillip Anz-Meador, which Phillip presented at the 3rd European Conference on Space Debris in 2001
2/ I will skip over the derivation of the model to go straight to the key result, the
critical number of intact objects above a specified altitude producing a
runaway environment:
Read 22 tweets
Dec 28, 2021
Maybe I am overthinking this, but it appears to me that all the reporting of the conjunctions involving Starlink satellites & the Chinese Space Station is forgetting that close approaches & avoidance manoeuvres are a normal part of space traffic management.
Even in environments with little to no debris (e.g. in Mars orbit) collision avoidance manoeuvres are performed. Perhaps not routinely, but they do occur.
Even with great surveillance and tracking in the future, and the most robust space traffic regulations, collision avoidance manoeuvres will be part of space operations. Avoidance manoeuvres are unavoidable.
Read 7 tweets

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