Nasıl AI Artemis II Ay Görevinin Fırlatılmasına Yardım Etti

1 Nisan 2026’da dört astronot Orion uzay aracına bindi ve bir roketle tarihe geçti. Komutan Reid Wiseman, pilot Victor Glover ve görev uzmanları Christina Koch ve Jeremy Hansen, Apollo görevlerinden bu yana aya seyahat eden ilk insanlar oldular.

On gün süren görev, insan zekâsı ve uzmanlığının bir başarısıydı. Ancak aynı zamanda uzay keşfinde AI’ın bir ortak olduğunu da gösterdi.

SIAT: Her Şeyi İzleyen AI

Orion’un bordaki zekâsının merkezinde, NEC Corp. tarafından geliştirilen ve Lockheed Martin’ın uzay aracı sistemlerine entegre edilen Sistem İnatçı Analiz Teknolojisi (SIAT) adlı bir sistem vardır. SIAT, sensör verilerini sürekli olarak izleyen, karmaşık sistemlerin normal davranışını öğrenen ve hataları önceleyerek bayrağı çeken bir analiz motorudur.

Değerlendirmeler sırasında, SIAT sayısız sistem değişkeni ve sensörler arasında milyarlarca ilişki modelledi. Modern uzay aracı sistemleri gibi Orion, büyük miktarda telemetri ve test verisi üretir, bu nedenle SIAT’ın çalışması için çok fazla veri vardır. Bu kadar büyük miktarda bilgi, insan operatörlerin tek başına analiz edebileceği kapasitenin ötesindedir.

Bu teknoloji, Lockheed Martin’ın Telemetri Analitikleri için Evrensel Yapay Zekâ (T-TAURI) platformunun içinde gömülüdür, bu, uzay aracının sağlığını kapsamlı bir şekilde gösteren bir analiz çerçevesidir. Bu bağlantı, tasarımı, gelişimi, üretimi ve canlı görev operasyonlarını kapsayan proaktif anormallik tespitine yol açar.

SIAT, birçok AI modeli gibi, ışıklardan uzakta durur, ancak mürettebatlı bir uzay aracında çok önemlidir. Sessizdir, ancak manuel olarak izlenmesinin zor olabileceği sorunları yakalayabilme yeteneğine sahiptir.

Dijital İkizler ve Otonom Sistemler

Herhangi bir astronot Orion’a binden önce, mühendisler ve mürettebat, uzay aracının bir kopyasında tam simülasyonlar çalıştırdı, Dünya’nın normal koşullarında test edilemeyecek senaryoları yeniden çalıştırdı.

Dijital ikiz simülasyonları, uzay aracının fiziksel sistemlerinin AI destekli sanal modellerine atıfta bulunur. Bu araçlar, yaşam desteği gibi, navigasyon ve iletişim gibi uzay aracının ve görevin hayati unsurlarını stres testine tabi tutmalarına ve Dünya tabanlı laboratuvarlarda neredeyse imkansız veya tehlikeli olan koşullarda test etmelerine olanak tanır.

Uzay aracındaki bilgisayarlar, uzayın yüksek radyasyon koşullarında temel sistemlerin çalışmasını sürdürmek üzere tasarlandı. Bu mimari, gerçek zamanlı olarak rotayı yöneten otonom algoritmalarla birleştirildi, bu da uzay aracının derin uzay seyahatiyle ilgili uzatılmış iletişim kesintileri sırasında operasyonlarını sürdürmesine olanak tanıdı.

Alexa Yörüngede: Callisto Teknoloji Demo

Artemis görevlerindeki en görünür AI uygulamalarından biri, Lockheed Martin ve NASA tarafından işbirliği içinde geliştirilen Callisto teknoloji demonstrasyonudur.

Callisto, Amazon’un Alexa ses asistanını ve Cisco’nun Webex iletişim platformunu doğrudan Orion kapsülünün merkezi konsoluna entegre etti. NASA’nın Derin Uzay Ağı ile bağlantılıdır. Bu entegrasyon, astronotlar ve Johnson Uzay Merkezi’ndeki uçuş operatörlerine derin uzay operasyonları için elsiz bir arayüz sağlar.

Callisto projesinin dikkat çekici bir yönü, halka açık yönüdür. Artemis I görevi sırasında Lockheed Martin, insanları Dünya’dan doğrudan entegrasyona katılmaya davet etti, Artemis görevleri ve arkasındaki ekibe mesajlar topladı. Bu, AI’ın bir görevi yüz binlerce mil uzakta olan ve evden takip eden daha geniş kitleler arasında bir köprü olarak nasıl hizmet edebileceğinin erken bir örneğidir.

Derin Öğrenme için Ay Navigasyonu

Aya ulaşmak bir zorluktur. Astronotların oradayken konumlarını bilmeleri başka bir görevdir. Apollo mürettebatı daha küçük bir alanda çalıştığından, geniş alan navigasyonu gerektirmedi. Ancak, ayın güney kutbuna hedefleyen Artemis görevleri, astronotların daha büyük ve daha karmaşık bir arazide kendilerini yönlendirmelerini gerektirecektir.

2018’de Frontier Development Lab’deki araştırmacılar, ayın arazisinin ayrıntılı bir simülasyonunu kullanarak bir AI navigasyon aracı oluşturdular. Astronotlar çevrelerinin resimlerini yakalayabilir, derin öğrenme modelleri bunları simüle edilen çevreyle karşılaştırır ve kesin olarak koordinatlarını belirler.

Sistem, uydu yerine makine görüşü ile çalışan bir GPS gibi çalışır, bu da görevlerin kapsamı ve hırsı arttıkça büyük umut vaat eder. AI, already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already already 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