13 Juni 2023

RSAF Uses Simulators & AI to Better Determine Pilot Potential

13 Juni 2023

Pilot trainee 2nd Lieutenant Natalie Quahe taking down a target in a flight simulator at the Project SOAR Simulator Centre (photo : Pioneer)

Where do pilots look at when flying? Do they remain calm in the face of an engine breakdown? How precise are their controls as they pursue and take down a target?

The Republic of Singapore Air Force (RSAF) can now answer these questions. Under a new trial programme – Project SOAR – the air force is using simulators and biometric sensors, paired with data analytics, to train and assess its pilot trainees.

Typically, pilot trainees fresh out of Basic Military Training are sent to the Air Grading Centre (AGC) in Australia, after passing their screening and aptitude test. There, they are assessed by flying the CT-4B training aircraft.

With Project SOAR, they undergo a 10-day training at the Air Force Training Command in Singapore, before the AGC.

The high-fidelity flight simulator can inject different scenarios and environments, such as bad weather, into pilot training (photo : Pioneer)

Trainees take on different scenarios in the advanced, high-fidelity simulators at the Project SOAR Simulator Centre – while wearing equipment that capture their eye movement, facial expressions, electrocardiogram or ECG levels (that tracks heart beat and rhythm) and more.

The data is pumped into an artificial intelligence (AI) programme that is able to predict the pilot's flying potential and help improve their performance.

This allows them to learn basic flying techniques like take-off and landing, as well as go through scenarios like combat manoeuvres or handling emergencies.

Live data collected during the simulation is put through an AI programme to better assess the pilot trainee’s fly potential as well as strengths and weaknesses (photo : Pioneer)

Project SOAR uses data analytics and artificial intelligence to make sense of live data collected from the trainee's flight simulation. Trainees are given a debrief after each mission to learn from their mistakes.

"With data being collected in the background, along with the debriefing, (the project) can improve the instructor's assessment of the trainees, and the trainees' learning is accelerated," said Major (MAJ) Jeremy Lim, who heads SOAR.

Currently, instructors assess trainees by accompanying them on live flights to observe how they fly. This is a load on them as they note their observations on paper, while guiding the trainees and watching out for the environment, added MAJ Lim.

About 250 trainees have gone through Project SOAR since its first run in September 2021 (photo : Pioneer)

Trainees also don an eye tracker that is able to accurately pinpoint where they are looking at.

This means that instructors are able to advise the pilot trainees if they are fixing their gaze (for example, watching their altitude meter too much) instead of scanning both the outside and inside of the aircraft.

To integrate the wearables for this project, the RSAF partnered with DSO National Laboratories and the Ministry of Defence's Future Systems and Technology Directorate.

Feedback from trainees and instructors about the programme has been positive, says MAJ Lim (photo : Pioneer)

Project SOAR began in January 2020, with its first run of trainees starting in September 2021. Since then, 250 trainees have gone through the programme.

The feedback from trainees and instructors has been positive, said MAJ Lim. who is also a qualified F-16 pilot and flying instructor.

"Project SOAR was able to give trainees that (flying) experience before live flying… (They are then) able to work on their weaknesses during a live flight and emerge as a stronger pilot."

The programme is in its experimental stage and will be evaluated for further use in assessing pilot trainees.

76 komentar:

  1. Siap siap Mirage 2000-5 .. mantab.. hahahahah

    BalasHapus
  2. mukenya imut gt pilot tempur neng
    B A H A Y A haha!๐Ÿ’ช๐Ÿ’ช๐Ÿ’ช

    BalasHapus
  3. Ini kalau INDON... Hanya mampu NGUTANG je.. Tak pun NUNGGAK BAYARAN.... HAHHAHAHA

    BalasHapus
    Balasan
    1. The status of that potential acquisition is uncertain. The new Malaysian prime minister, Anwar Ibrahim, unveiled a new budget that substantially increased the country’s debt
      PM/MOF = “Ini bermakna bayaran khidmat hutang banyak…hanya membayar faedah bukan bayar hutang tertunggak,” kata Anwar lagi
      ๐Ÿ‘‰TAMBAH HUTANG = HANYA MEMBAYAR FAEDAH๐Ÿ”ฅ

      Hapus
    2. negara super power cem amerika aja utangnya smp mau default.. nasih nge troll pk utang?

      Hapus
    3. Cuma bisa sembang bual kerasukan dan sewa diayamkan sama bekas wilayahnya. Kasihan

      Hapus
    4. Malon tertimpa kesialan ... 1. Dihina stand up comedy Singapura 2. Dipermalukan warganya Malaydesh yg pendaki gunung himalaya gak mengaku kalau diselamatkan pemandu nepal begitu viral baru bereaksi...khas malon tuh licik

      Hapus
  4. 12 Jet Tempur Mirage 2000-5 dari Qatar diberitakan akan segera dikirim ke Indonesia menggunakan pesawat kargo An-124... Mantab shopping teruss

    Beruk beruk MALON pasti makin teriak teriak sambil lari terbirit birit.. hahahahaja

    BalasHapus
    Balasan
    1. Gak ghoib kan kayak seteru sebelah. Gempork makin kerasukan.Silahkan bual.

      Hapus
  5. Beruk beruk MALON makin sakit hati.. hahahahahah

    BalasHapus
  6. ingat singapur ingat
    Sten ap neng Jocelyn Chia haha!๐Ÿ˜ฌ๐Ÿ˜ฌ๐Ÿ˜ฌ
    hina KL tanpa batas haha!๐Ÿฅด๐Ÿฅด๐Ÿฅด
    https://youtube.com/watch?v=iCn9S0O3Woc&pp=ygUMam9jZWx5biBjaGlh

    BalasHapus
  7. Orang KAYA.. shopping 12 jet tempur Mirage 2000-5 qatar ya guys... Hahahahah

    Bukan macam beruk MALON..3X kirim surat NGEMIS ke Kuwait malah di tolak... Hahahahaha

    Kasihan ..MALON

    BalasHapus
  8. Jom TAMIL malon ๐Ÿ‘๐Ÿ‘๐Ÿ‘๐Ÿ˜๐Ÿ˜๐Ÿ˜๐Ÿ˜€๐Ÿ˜€๐Ÿ˜€

    BalasHapus
  9. https://www.pikiran-rakyat.com/internasional/pr-016747399/pendaki-malaysia-nyaris-mati-kedinginan-di-gunung-everest-baru-mengaku-ditolong-sherpa-usai-videonya-viral

    Typical TAMIL malon salah elak terussss๐Ÿ˜€๐Ÿ˜€๐Ÿ˜€๐Ÿ˜๐Ÿ˜๐Ÿ˜

    BalasHapus
  10. Barang dijual aja enggak, malah minta dihibahin...

    Tak heran Emir Kuwait pun terkekeh geli baca 3x surat Malon..

    Wakakakakakakak

    BalasHapus
    Balasan
    1. maklum terlalu banyak pakai dadah,jadi bisa nya cuma halu

      Hapus
  11. hebat dan Indonesia harus bangga ,bahasa Indonesia digunakan sebagai penunjuk arah di Korea Selatan..bahasa Melayu harap minggir

    BalasHapus
  12. "...pembiayaan untuk pembelian jet tempur Mirage 2000-5 ini dilakukan oleh sebuah perusahaan Ceko bernama Excalibur International, anak perusahaan senjata Czechoslovak Group (CSG)..."

    ====
    Tak perlu ribet mbulet pusing pikir sawit, barang datang

    Wakakakakakakak

    BalasHapus
    Balasan
    1. ...dan pastinya autodebet..

      Hahaaa...

      Hapus
    2. Indonesia hebat..negara sebelah tertinggal jauh...cuma bisa omong besar dan bual

      Hapus
  13. mana gempoor anjing,yang selama ini hanya bisa menghina Indonesia..? tong kosong nyaring bunyinya..maaf ya,Argentina main di Indonesia...

    BalasHapus
  14. mhn info dan pencerahan,kapan F 50 Malon datang..? kira kira apa reaksi F50 saat ketemu Mirage 2000 TNI AU..??

    BalasHapus
    Balasan
    1. Gak mungkin ketemu, karena punya malon kabur takut malu..

      Ahahahahaaaiy...

      Hapus
    2. nggak mungkin ketemu om,karena punya Malon kan ghoib..๐Ÿ˜๐Ÿ˜๐Ÿ˜

      Hapus
    3. Lah itu kan aset yg pasti ghoib dan cancel cuma buat ramaikan hajatan LIMA saja. Paham kan Pork.

      Hapus
    4. Malon tunggu bayar DP dulu...baru di kasih infonya FA 50.

      Hapus
    5. Bisa di adu Mirage saya rasa bandel juga drpd FA50 yg baru muncul di belantara LCA

      Hapus
    6. Mirage 2000 pesawat top andalan Perancis..paling terkenal

      Hapus
  15. Rupanya Mirage itu pernah akan dibeli Argentina..?

    Hmmmm...

    BalasHapus
  16. Qatar is Preparing the transfer of Mirage 2000-5.

    https://m.facebook.com/story.php?story_fbid=pfbid0T2Lof8fScx4hpfxatYHkVZkUKFG185SRCHv3gq8aqE4ipVNydKUJX3FinNHGeDdAl&id=100064061824196&mibextid=Nif5oz

    BalasHapus
    Balasan
    1. Sekalian Mirage 2000-9 UAE 2 skuadron 24 unit....biar mantab total 3 Skuadron... di taruh di Kalimantan dan Sulawesi...

      Hapus
    2. Mirage 2000-9 juga sudah di lobby.. dengar kbr biaya akuisisi nya lebih murah daripada punya Qatar.

      Cuma masalah ny akan dilepas ketika UEA sudah terima Rafale.
      Semoga bisa di lobby percepat karena hubungan kita dgn UEA saat ini sangat dekat.

      Hapus
    3. Jika mirage nya UEA dilepas brp unit diambil?

      Hapus
    4. Jumlah unit nya blm ada info A1 nya om...tapi UEA bersedia melepas semua Mirage 2000-9 nya secara bertahap sampai semua Rafale tiba.

      Hapus
    5. Jumlahnya mirage 2000-9 UAE ada 59 unit.. peminatnya negara eropa 1...lupa nama negara, Maroko dan Indonesia...

      Hapus
  17. Akan semakin dikirim
    https://alert5.com/

    There has been media reports recently into the transfer of 12 Mirage 2000-5 fighters from Qatar to Indonesia. This sale, which received approval from the French authorities, involves several key players who played crucial roles in brokering the deal.

    BalasHapus
  18. 12 Mirage 5 Qatar makin siap dikirim

    BalasHapus
  19. Seperti diberitakan Airspace Review sebelumnya, jet tempur bersayap delta tersebut akan dikirimkan oleh Defense Conseil International (DCI), sebuah perusahaan swasta milik Prancis yang berbasis di Qatar menggunakan pesawat kargo jumbo Antonov An-124.

    https://www.airspace-review.com/2023/06/13/pernah-tersingkir-oleh-f-16-mirage-2000-akhirnya-segera-dimiliki-tni-au/

    BalasHapus
  20. Harga akusisi 12 PesPur seken Mirage Rp 10,4 T apa ga kemahalan y...hampir sama dengan pembelian 18 F 50.Malon yg seharga Rp 14 T..

    BalasHapus
    Balasan
    1. Walau ga bisa dibanding antara PesPur F 50 Korsel yg masuk katagori Light dengan Mirage yg Medium..katakanlah dengan F 16 seken eks Gurun Arizona yg sepadan kalau dng anggaran Rp 10,4 T dapat berapa PesPur kira2..?

      Hapus
    2. Full combat itu Mas....kalau malon gak jelas.....speknya aja kalah sama FA50 blok 20 Polandia....

      Hapus
    3. Mahal... karena harus dipersiapkan ready terbang dulu.

      Coz bkn diambil dari yg operasional...tapi yg dicadangkan.

      Keuntungannya jam terbang relatif rendah.. sehingga umur airframe menjadi lebih lama.

      Hapus
    4. Dengan Rp 10,4 T Kalau beli F 16 V dapet 10 yg baru sambil minta F 16 seken di eMLU dlm negeri atau daripada Mirage 2000 mending beli sekalian seken Rafale kaya Rumania dan Kroasia...sambil nunggu Rafale baru

      Hapus
    5. Tpi mirage dah teruji dibanding T50

      Hapus
    6. Itung2 nambah jam terbang pilot,adaptasi peswat dri Dasault sembari tunggu Rafale datang

      Hapus
    7. Maunya jg gt om..ambil Rafale second
      Kalau F 16 Viper butuh waktu agak lama paling cpt 2027 baru dtg.. waiting list.

      Mirage 2000 diambil bukan untuk melatih pilot Rafale...tapi untuk menjaga readness kekuatan udara kita.

      Karena 5 tahun ke depan kemungkinan ada penurunan readness khususnya di pesawat tempur Sukhoi & hawk 109/209.

      Hapus
    8. Nanti rencananya semua F16 milik TNI AU memakai Radar AESA sedangkan HAWK 200 sebaiknya radar diganti dengan Radar PHANTOMSTRIKE ( Radar AESA yang murah meriah ) ๐Ÿ™‚

      Hapus
    9. Stop gap,
      Rumor nya hawk mau dijual atau gimana?

      Hapus
    10. Tapi harga Rp 900 M untuk pesawat seken terhitung mahal..bisa dapet Gripen baru..atau Rp 10,4 T kalau wacana seken dan barang cpt ready ambil stok Arizona sebanyak2nya eMLU didalam negeri

      Hapus
    11. Kalau di jual itu sih rumor om.
      Tp dari AU sendiri rencana ke depannya hawk 109/209 yg di skadron 1 Pontianak di gabung dengan hawk yg di skadron 12 Pekanbaru.

      Hapus
    12. Ambil di Arizona jg kan perlu di refurbish om....kmrn aja F 16 gurun kita butuh waktu 2 tahun..baru di kirim.

      Hapus
    13. Komentar ini telah dihapus oleh pengarang.

      Hapus
  21. 12 unitDassault Mirage 2000-5 ex
    .Qatar tetap lebih bertaring dari pada FA-50 yg konon milik jiran...wkwkwkwk

    BalasHapus
    Balasan
    1. Beda kelas dari awal Mirage 2000 dibuat menjadi Real Fighter.

      FA 50 kelas LiFT yg ditingkatkan.

      Hapus
    2. Memang bukan kelasnya, kemampuan performa pesawat FA-50 Blok 20 masih dibawah Mirage 2000 ๐Ÿ™‚

      Hapus
    3. Performa FA-50 masih setingkat dengan HAWK 200 atau AMX saja ๐Ÿ™‚

      Hapus
    4. Mirage 2000 kelasnya F 16 Fighting Falcon

      Hapus
  22. SHAH ALAM: Public Accounts Committee chairman Datuk chairman Datuk Mas Ermieyati has accused Utusan Malaysia of breaching a Dewan Rakyat Standing Order by publishing a premature report of its proceedings.

    From the Malay Mail:

    The Masjid Tanah MP added that is seeking direction from Dewan Rakyat Speaker Tan Sri Johari Abdul on what to do next about the article titled “Kurangkan kapal LCS jimat kos – Saksi” (Reduce LCS to save cost – Witness).

    “The Public Accounts Committee (PAC) takes a serious view of the Utusan Malaysia article dated 12 June 2023 titled ‘Kurangkan kapal LCS jimat kos – Saksi’ that stated the government has decided to reduce the number of littoral combat ships (LCS) to be built from six to five on grounds of saving cost.

    “I regret this article because it clearly can disturb PAC’s investigations, summary and recommendations for this proceeding,” Mas Ermieyati said in a statement this afternoon.

    She alleged that the article violates Dewan Rakyat Standing Order 85 that relates to premature publication of evidence.

    “I have written a letter to Dewan Rakyat Speaker Tan Sri Johari bin Abdul to inform him of the SO 85 violation and request guidance on this issue,” she added.

    SO 85, which deals with the premature publication of evidence, states that “the evidence taken before any Select Committee and any documents presented to such Committee shall not be published by any member of such Committee, or by any other person, before the Committee has presented its Report to the House”.

    The Utusan article quoted an unnamed source as saying that the government had made the decision to build only five out of the planned six LCS in order to save on costs, based on what three witnesses had told the PAC members when it visited Boustead Naval Shipyard on Saturday.

    The report stated that the three witnesses as BNS chairman Datuk Ahmad Nazim Abd Rahman; Defence Ministry Deputy Secretary-General (Development) Datuk Dr Shahrazat Ahmad and BNS CEO Azhar Jumaat.

    It is funny that the story/witnesses said the government made the decision to build only five LCS instead of six to save costs when we know the cost had gone up to RM11.2 billion. But this report again confirmed that the cost to finish six LCS as Malaysian Defence had already written, was between RM12 billion to RM14 billion.

    Again, it must be stated that I am not at all confident that the RM11.2 billion will be the final cost. It is also interesting to note the Defence Ministry had earlier said they wanted to finish the first two LCS first before deciding on the next three. Clearly something had changed within the last few months that they went for broke.

    — Malaysian Defence

    BalasHapus
    Balasan
    1. Jika jadi 6 unit LCS biaya bengkak menjadi RM.14 Billion....kalau 5 unit RM.11.2 Billion...gomen malon uang takde...๐Ÿ˜†๐Ÿคฃ

      Hapus
    2. The never ending story .... LAWAKAN terbesar di bumi hahahaha

      Hapus
  23. Komentar ini telah dihapus oleh pengarang.

    BalasHapus
  24. Sekalian Mirage 2000-9 UAE 24 unit atau 2 skuadron mantab...

    BalasHapus
  25. Sukhoi dan Hawks dikandangkan dulu.....sambil tunggu Rafale ...

    BalasHapus
  26. Huuuuuh....yessss......sebelum RAFALE dan F15ID datang sebagai shoping pembukaan MIRAGE 2000-5 bekas dipastikan hadir duluan......JIAHAHAHAHA ๐Ÿ˜๐Ÿ˜„๐Ÿ˜„.....pasti ada yang PANAAAAS ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ

    BalasHapus
  27. Apakah masih ada Buzzer MALON yang meragukan kehadiran MIRAGE 2000 di NKRI ๐Ÿ‡ฒ๐Ÿ‡จ ?

    BalasHapus
  28. Bukan dikandangkan memang kemungkinan bakal ada penurunan readness terkait suku cadang di pesawat Sukhoi & hawk.

    BalasHapus
  29. Kalau suku cadang sukhoi iya dikaitkan dengan embargo kalau hawks kenapa ?

    BalasHapus
  30. Kabarnya radar Doppler RDY bawaan dari MIRAGE 2000-5 itu MENGUNGGULI atau kemampuannya mengalahkan radar yang ada pada F18 HORNET......eeeh negara tetangga mana tuh yang pakai HORNET selain Aussy ๐Ÿ™‚

    BalasHapus
    Balasan
    1. AH TIDAK PESAWAT BEKAS YANG PERUSAHAANNYA SUDAH DITUTUP OLEH NEGARA PRANCIS INI PROYEK MAKSA UNTUK JADI PRANCIS MINDED DIMANA² SAMBIL MENIRU ALUTSISTA NEGARA TETANGGA TIDAK ORIGINAL PEMIKIRAN , BARANG BEKAS LAGI BIAYA OPERASIONAL MAHAL , JUGA HARUS DI UP GRADE PERAWATAN TIDAK MUNGKIN JUGA DI INDONESIA PESAWAT BEKAS DIRAWAT DILUAR NEGERI BOROS ANGGARANNYA BANGET² USIA PAKAI SAJA SUDAH PENDEK REPOT² MENDING BELI F 16 VIPER BARU RADAR AESA SABR MESKI 1 UNIT .
      NGAK LUCU JUGA JANJI JOKOWI TIDAK BELI BARANG BEKAS SEKARANG DI TIPU MENHAN JELAS² BELI BARANG BEKAS
      " BENERNYA DI MANA PEMBELIAN PESAWAT INI " NGAK LUCU. PRANCIS NISASI SETELAH ORBA NISASI PALING JUGA UJUNG²NYA KORUPSI SEPERTI KASUS AW 101 , PANSER & PERUMAHAN ANGKATAN DARAT SHG NEGARA RUGI 38 T.
      NGAK LUCU MUNAFIK JUGA BELI JET FALCON BEKAS MAKIN TIDAK LUCU SAJA PRANCIS NISASI GAYA ORBA , ANOA 3 INDIGENOUS PINDAD DESERT ANOA DI GANTI TIBA² VAB & DI BERI BRAND ANOA 3 UNTUK MENIPU MATA JUGA TELINGA & NAMA SEOLAH PRODUK PINDAD PADAHAL ITU VAB PRANCIS MILIK AD PRANCIS , BEDA DENGAN ANOA 3 ASLI PINDAD SPESIFIKASI UNTUK PERANG DI GURUN PASIR , TRIK MENIPU DEP HAN RI ATAU MENHAN RI (PRABOWO SUBIANTO CS) UNTUK OPOSISI PADA PRODUK PRODUK ASLI RI & DIGANTI PRODUK² PRANCIS YANG DI BERI BRAND MERK KELUARAN PINDAD.

      Hapus
    2. Pabrik PesPur Dassault blm tutup..yg ditutup lini produksi Mirage skrng diganti Rafale..tapi memang harga Mirage seken yg hampir seharga pesawat tempur baru eman2 kalau dibeli mah..

      Hapus
  31. Mirage 2000 Qatar mantap...dari pada beli F15 cuma 12 unit lebih baik ambil Viper 32 unit plus minta hibah F-16 ex gurun 24 unit,EMLU di dalam negri..

    BalasHapus
    Balasan
    1. Saya mau nya gitu juga,nambah F16 yg blok viper 1-2 skuadron

      Hapus
  32. NKRI HARUS SUDAH SIAP² UNTUK SIMULATOR IF 21 ๐Ÿ‡ฎ๐Ÿ‡ฉ NYA , SEBAGAI PENGENALAN , WAHANA PELATIHAN & PENILAIAN.

    BalasHapus