Artificial intelligence in aircraft design and the role of professor V.G. Maslov’s scientific school in the process of its development
- Authors: Borgest N.M.1, Grigoriev V.A.1, Kuzmichev V.S.1
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Affiliations:
- Samara National Research University
- Issue: Vol 20, No 3 (2021)
- Pages: 171-190
- Section: JUBILEES OF SCIENTISTS
- URL: https://journals.ssau.ru/vestnik/article/view/9904
- DOI: https://doi.org/10.18287/2541-7533-2021-20-3-171-190
- ID: 9904
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Full Text
Abstract
The article was prepared for the 95th anniversary of the birth of Valentin Grigorievich Maslov, Doctor of Science (Engineering), Professor, founder of the school for optimal design of aircraft engine parameters, head of the engine CAD system department (Department 6) of the applied research laboratory (ONIL-2) of Kuibyshev Aviation Institute named after academician S.P. Korolyov. The stages of creating the theoretical foundation for optimal design of aircraft are discussed. The role of Professor V.G. Maslov in the formalization of knowledge in aircraft design in a context of uncertainty and the importance of multi-criteria assessment of design solutions are described. The work of Department 6 ONIL-2 (KuAI-SSAU), led by Valentin Grigorievich, provided Samara scientific school with a leading position in the field of optimal design of engines for aircraft of varying function. These works contributed to the formation of a modern understanding of the intellectualization of systems and the successful start of work in the field of their creation. The development of Professor V.G. Maslov’s ideas in the works of his students is shown.
About the authors
N. M. Borgest
Samara National Research University
Author for correspondence.
Email: borgest@yandex.ru
ORCID iD: 0000-0003-2934-6198
Candidate of Science (Engineering), Professor of the Department of Aircraft Construction and Design
Russian FederationV. A. Grigoriev
Samara National Research University
Email: grigva47@gmail.com
Scopus Author ID: 56479327200
Doctor of Science (Engineering), Professor of the Department of Aircraft Engine Theory
Russian FederationV. S. Kuzmichev
Samara National Research University
Email: kuzm@ssau.ru
ORCID iD: 0000-0003-1696-2899
Doctor of Science (Engineering), Professor of the Department of Aircraft Engine Theory
Russian FederationReferences
- Maslov V.G. Teoriya vybora optimal'nykh parametrov pri proektirovanii aviatsionnykh GTD [Theory of choosing optimal parameters in the design of aircraft gas turbine engines]. Moscow: Mashinostroenie Publ., 1981. 123 p.
- Shkola Maslova: ucheniki / sost. N.M. Borgest [Maslov's school: students. Compiled by N.M. Borgest]. Samara: Novaya Tekhnika Publ., 2016. 112 p.
- Matveev V.N. Stanovlenie i sovershenstvovanie uchebnoy deyatel'nosti na kafedre teorii dvigateley letatel'nykh apparatov. V kn.: «Kafedra Teorii Dvigateley Letatel'nykh Apparatov Samarskogo Natsional'nogo Issledovatel'skogo Universiteta Imeni Akademika S.P. Koroleva». Samara: Samarskiy Nauchnyy Tsentr RAN Publ., 2019. P. 117-140. (In Russ.)
- Maslov V.G., Kuzmichev V.S., Kovartsev A.N., Grigor'ev V.A. Teoriya i metody nachal'nykh etapov proektirovaniya aviatsionnykh GTD [Theory and methods of the conceptual stages of aircraft gas turbine engines design]. Samara: Samara State Aerospace University Publ., 1996. 147 p.
- Borgest N.M. Avtomatizatsiya predvaritel'nogo proektirovaniya samoleta: ucheb. posobie [Aircraft preliminary design automation]. Samara: Samara Aviation Institute Publ., 1992. 92 p.
- Eger S.M., Liseytsev I.K., Samoylovich O.S. Osnovy avtomatizirovannogo proektirovaniya samoleta [Basics of computer-aided aircraft design]. Moscow: Mashinostroenie Publ., 1986. 232 p.
- Kuzmichev V.S., Maslov V.G., Bochkarev S.K. Influence of the intended use of aircraft on the optimal parameters of power plants with a gas turbine engine. Soviet Aeronautics. 1976. V. 19, Iss. 4. P. 68-74.
- Borgest N.M., Kuzmichev V.S., Maslov V.G. Vybor parametrov TRDD v usloviyakh neopredelennosti iskhodnykh proektnykh dannykh sistemy LA. Sb. tezisov III otraslevoy konferentsii «Avtomatizirovannoe proektirovanie aviatsionnykh dvigateley». Moscow: TsIAM Publ., 1981.
- Kovartsev A.N., Kuzmichev V.S. Avtomatizirovannyy metod poiska oblastey kompromissov v zadachakh vybora ratsional'nykh parametrov rabochego protsessa GTD s pomoshch'yu EVM. V sb.: «Voprosy Prikladnoy Mekhaniki v Aviatsionnoy Tekhnike». Dep. VINITI, No. 1210-81, 1981.
- Borgest N.M., Ivanov A.B. Metod poiska ratsional'nykh resheniy pri proektirovanii slozhnykh tekhnicheskikh sistem i mashin v usloviyakh neopredelennykh iskhodnykh dannykh. Tezisy dokladov Vtorogo Vsesoyuznogo s"ezda po teorii mashin i mekhanizmov (September, 14-18, 1982, Odessa). Part 1. Kiev: Naukova Dumka Publ., 1982. P. 51.
- Borgest N.M., Ivanov A.B. Razrabotka programmnogo obespecheniya dlya issledovaniya granits oblastey optimal'nykh parametrov GTD v sisteme mnogorezhimnogo samoleta. Dep. v VINITI 23.06.83, № 3378-83. P. 43-51.
- Kuzmichev V.S., Kovartsev A.N., Maslov V.G. Chislennyy metod opredeleniya mnogomernykh oblastey vybora optimal'nykh parametrov aviatsionnykh GTD s pomoshch'yu EVM. Tezisy dokladov II Vsesoyuznoy nauchno-tekhnicheskoy konferentsii «Sovremennye Problemy Dvigateley i Energeticheskikh Ustanovok Letatel'nykh Apparatov». Moscow: Moscow Aviation Institute Publ., 1981. P. 63-64. (In Russ.)
- Borgest N.M., Kuzmichev V.S. Matematicheskaya model' vesa dvukhkonturnogo turboreaktivnogo dvigatelya. V kn.: «Gazoturbinnye i Kombinirovannye Ustanovki». Moscow, 1979.
- Borgest N.M. Matematicheskaya model' TRDDF v sisteme mnogorezhimnogo samoleta. V sb.: «Proektirovanie i Dovodka Aviatsionnykh Gazoturbinnykh Dvigateley». Kuybyshev: Kuybyshev Aviation Institute Publ., 1983. P. 11-17. (In Russ.)
- Maslov V.G., Kuzmichev V.S., Grigor'ev V.A. Vybor parametrov i proektnyy termogazodinamicheskiy raschet aviatsionnykh gazoturbinnykh dvigateley [Selection of parameters and design thermogasdynamic calculation of aircraft gas turbine engines]. Kuybyshev: Kuybyshev Aviation Institute Publ., 1984. 176 p.
- Borgest N.M., Kuzmichev V.S., Maslov V.G. Energopotreblenie kak kriteriy optimizatsii letatel'nykh apparatov i ikh dvigateley. V sb.: «Nauchnye Chteniya po Aviatsii i Kosmonavtike». Moscow: Nauka Publ., 1981. P. 251. (In Russ.)
- Borgest N.M., Maslov V.G. Opredelenie optimal'nykh parametrov rabochego protsessa aviatsionnykh GTD v podsisteme «Vybor parametrov GTD» uchebno-issledovatel'skoy SAPR [Determination of optimal parameters of the work process of aviation gas turbine engines in the subsystem «Choice of gas turbine engine parameters» of the educational and research CAD system]. Kuybyshev: Kuybyshev Aviation Institute Publ., 1986. 16 p.
- Kuzmichev V.S., Sivtsov Yu.M. Metod opredeleniya urovnya termogazodinamicheskogo sovershenstva elementov GTD pri ogranichennoy vykhodnoy informatsii. V sb.: «Proektirovanie i Dovodka Aviatsionnykh Gazoturbinnykh Dvigateley». Kuybyshev: Kuybyshev Aviation Institute Publ., 1984. P. 15-18. (In Russ.)
- Borgest N.M. Kontseptsiya gibridnoy ekspertnoy sistemy predvaritel'nogo proektirovaniya samoleta. V sb.: «Metody Ispol'zovaniya Iskusstvennogo Intellekta v Avtomatizirovannykh Sistemakh». Kuybyshev, 1989. P. 43-55. (In Russ.)
- Borgest N.M. Paket mnogokriterial'noy optimizatsii v gibridnoy ekspertnoy sisteme RISK. V sb.: «Metody ispol'zovaniya Iskusstvennogo Intellekta v Avtomatizirovannykh Sistemakh». Kuybyshev, 1990. P. 19-22. (In Russ.)
- Kuzmichev V.S., Morozov M.A. The concept of a method for recognizing the appearance of the working process of a gas turbine engine under conditions of information deficit. Soviet Aeronautics. 1991. V. 34, Iss. 3. P. 44-48.
- Kuzmichev V.S., Morozov M.A., Novikov O.V. Avtomatizirovannaya sistema otsenki nauchno-tekhnicheskogo urovnya promyshlennoy produktsii. V sb.: «Metody Ispol'zovaniya IskusstvennogoIintellekta v Avtomatizirovannykh Sistemakh». Kuybyshev, 1990. P. 41-47. (In Russ.)
- Kuzmichev V.S., Maslov V.G., Morozov M.A. Expert assessment of the scientific and technical level of the aircraft GTE project. Russian Aeronautics. 1992. V. 35, Iss. 4. P. 50-55.
- Kuzmichev V.S. Avtomatizirovannaya sistema otsenki nauchno-tekhnicheskogo urovnya slozhnykh ob"ektov. V sb.: «Raketno-kosmicheskaya Tekhnika». Series XII, Iss. 1. Samara, 1997. P. 77-83. (In Russ.)
- Maslov V.G., Kuzmichev V.S., Grigor'ev V.A. et all. Kontseptsiya postroeniya i realizatsii gibkoy SAPR gazoturbinnykh dvigateley. Kuybyshev: KuAI, 1988. 148 p. Dep. NII tyazh. mash. No. 231 tn.88 ot 27.09.88.
- Kuzmichev V.S., Lomakin V.B., Khristenko P.V. Postroenie programmnogo obespecheniya SAPR GTD na osnove spetsial'nogo makroyazyka. V sb.: «Proektirovanie i Dovodka Aviatsionnykh Gazoturbinnykh Dvigateley». Kuybyshev: Kuybyshev Aviation Institute Publ., 1985. P. 3-12. (In Russ.)
- Kuzmichev V.S., Morozov M.A. Ekspertnaya podsistema SAPR GTD. V sb.: «Metody Ispol'zovaniya Iskusstvennogo Intellekta v Avtomatizirovannykh Sistemakh». Kuybyshev, 1989. P. 56-62. (In Russ.)
- Kuzmichev V.S., Morozov M.A., Arkhipov A.A. Realizatsiya mekhanizma logicheskogo vyvoda i bazy znaniy v ekspertnoy podsisteme SAPR. V sb.: «Metody Ispol'zovaniya Iskusstvennogo Intellekta v Avtomatizirovannykh Sistemakh». Kuybyshev, 1990. P. 36-41. (In Russ.)
- Kuzmichev V.S., Solodchenko O.V. Gibridnaya ekspertnaya sistema avtomatizirovannogo proektirovaniya GTD: informatsionnoe obespechenie. Tezisy dokladov Mezhdunarodnoy nauchno-tekhnicheskoy konferentsii «Problemy i Perspektivy Razvitiya Dvigatelestroeniya v Povolzhskom Regione» (September, 17-18, 1997, Samara). Samara: Samara State Aerospace University Publ., 1997. P. 63-67. (In Russ.)
- Kuzmichev V.S., Solodchenko O.V. Instrumental'naya obolochka dlya sozdaniya gibridnykh ekspertnykh SAPR slozhnykh tekhnicheskikh ob"ektov. Vestnik SGAU. Seriya «Problemy i perspektivy Razvitiya Dvigatelestroeniya». Iss. 2, part 1. Samara: Samara State Aerospace University Publ., 1998. P. 41-48. (In Russ.)
- Kuzmichev V.S., Solodchenko O.V. Sredstva integratsii matematicheskikh i logiko-lingvisticheskikh modeley. Tezisy dokladov Mezhdunarodnoy nauchno-tekhnicheskoy konferentsii «Problemy i Perspektivy Razvitiya Dvigatelestroeniya v Povolzhskom Regione» (September, 17-18, 1997, Samara). Samara: Samara State Aerospace University Publ., 1997. P. 112-113. (In Russ.)
- Kuzmichev V.S., Sivtsov Yu.M. Algorithm for optimizing the constructive-geometric appearance of a turbocompressor of a gas-turbine engine in CAD. Soviet Aeronautics. 1990. V. 33, Iss. 2. P. 115-117.
- Kuzmichev V.S. Metodologicheskie osobennosti primeneniya uchebno-issledovatel'skoy SAPR aviatsionnykh gazoturbinnykh dvigateley v gruppakh TsIPS. Tezisy dokladov respublikanskoy nauchno-metodicheskoy konferentsii «Peredovoy Opyt v Ramkakh Kompleksnoy Programmy Tselevoy Intensivnoy Podgotovki Spetsialistov» (Oktober, 13-16, 1988, Moscow). Moscow: Zavod-Vtuz Pri ZILe Publ., 1988. (In Russ.)
- Kuzmichev V.S., Tkachenko A.Yu., Rybakov V.N., Krupenich I.N., Kulagin V.V. Methods and means of aircraft gas turbine engine conceptual design underlying the CAE system «ASTRA». Vestnik of the Samara State Aerospace University. 2012. No. 5 (36), part 1. P. 160-164. (In Russ.). doi: 10.18287/2541-7533-2012-0-5-1(36)-160-164
- Kulagin V.V., Kuzmichev V.S., Krupenich I.N., Tkachenko A.Yu. Variantnoe proektirovanie protochnoy chasti turbokompressora GTD s ispol'zovaniem podsistemy ASTRA-TK: ucheb. posobie [Alternative design of the gas turbine engine turbo compressor flow channel using the ASTRA-TK subsystem: textbook]. Samara: Samara State Aerospace University Publ., 2006. 80 p.
- Kuzmichev V.S., Krupenich I.N., Kulagin V.V., Tkachenko A.Yu. Avtomatizirovannaya sistema termogazodinamicheskogo rascheta i analiza (ASTRA) gazoturbinnykh dvigateley. Materialy dokladov mezhdunarodnoy nauchno-tekhnicheskoy konferentsii «Problemy i Perspektivy Razvitiya Dvigatelestroeniya» (June, 21-23, 2006, Samara). Part 2. Samara: Samara State Aerospace University Publ., 2006. P. 120-122. (In Russ.)
- Kuzmichev V.S., Kulagin V.V., Tkachenko A.Yu., Krupenich I.N., Rybakov V.N. Problem formulation of bypass engine parameters optimization with a preselected gas generator. Vestnik of the Samara State Aerospace University. 2012. No. 5 (36), part 1. P. 165-169. (In Russ.). doi: 10.18287/2541-7533-2012-0-5-1(36)-165-169
- Kocherov E.P., Kuzmichev V.S., Kulagin V.V., Fedorchenko D.G. The task of creating the bypass engines of various thrust levels using the given gas generator. Vestnik of the Samara State Aerospace University. 2012. No. 3 (34), part 2. P. 209-215. (In Russ.). doi: 10.18287/2541-7533-2012-0-3-2(34)-209-215
- Rybakov V.N., Kuz´michev V.S., Tkachenko A.Yu. Selection of operation process parametres for a unified gas generator and the set of gas-turbine engines created on its baseline. Vestnik of P.A. Solovyov Rybinsk State Aviation Technical University. 2015. no. 4 (35). 2015. P. 64-70. (In Russ.)
- Rybakov V.N., Kuzmichev V.S., Tkachenko A.Yu., Krupenich I.N. A method of working process parameter optimization of a unified engine core and a gas turbine engine family being created on its basis. Russian Aeronautics. 2018. V. 61, Iss. 1. P. 81-86. doi: 10.3103/S1068799818010129
- Tkachenko A.Yu., Filinov E.P., Kuzmichev V.S. Optimization of operating process parameters and choice of schemes of small-sized two-circuit turbojet engines for various aircraft. Vestnik UGATU. 2021. V. 25, No. 1 (91). P. 58-64. (In Russ.)
- Omar H.H., Kuz'michev V.S., Tkachenko A.Y. Efficiency improving of aviation bypass turbojet engines through recuperator application. Aerospace MAI Journal. 2020. V. 27, no. 4. P. 133-146. (In Russ.). doi: 10.34759/vst-2020-4-133-146
- Borgest N.M., Shustova DV., Gimatdinova S.R. Hierarchical and associative links between terms in the thesaurus using the example of the designer's dictionary. Vestnik of the Samara State Aerospace University. 2012. No. 2 (33). P. 228-236. (In Russ.). doi: 10.18287/2541-7533-2012-0-2(33)-228-236
- Borgest N.M., Gromov A.A., Tarabaeva A.I. Determination of aircraft part masses based on a parametric 3D model at the stage of technical proposals. Vestnik of the Samara State Aerospace University. 2013. No. 1 (39). P. 55-62. (In Russ.). doi: 10.18287/1998-6629-2013-0-1(39)-55-62
- Borgest N.M., Aleev R.H., Aksanian P.A., Gromov A.A. Automated construction of a 3D plane model at the stage of technical proposals. Vestnik of the Samara State Aerospace University. 2012. No. 4 (35). P. 139-148. (In Russ.). doi: 10.18287/2541-7533-2012-0-4(35)-139-148
- Borgest N.M., Gromov Al.A., Gromov An.A., Moreno R.H., Korovin M.D., Shustova D.V., Odintsova S.A., Knyazihina Y.E. Robot-designer: fantasy and reality. Ontology of Designing. 2012. No. 4 (6). P. 73-94. (In Russ.)
- Borgest N.M., Vlasov S.A., Gromov Al.A., Gromov An.A., Korovin M.D., Shustova D.V. Robot-designer: on the road to reality. Ontology of Designing. 2015. V. 5, no. 4 (18). Р. 429-449. (In Russ.). doi: 10.18287/2223-9537-2015-5-4-429-449
- Borgest N.M. Formation and development of Ontology of designing as a scientific discipline: a brief history of personal experience. Ontology of Designing. 2020. V. 10, no. 4 (38). P. 415-448. (In Russ.). doi: 10.18287/2223-9537-2020-10-4-415-448
- Borgest N.M. Ontologiya proektirovaniya [Design ontology]. Samara: Novaya Tekhnika Publ., 2014. 280 p.
- Borgest N.M. Vvedenie v ontologiyu proektirovaniya [Introduction to design ontology]. Saarbrücken: LAP Lambert Academic Publishing, 2015. 140 p.
- Borgest N.M., Simonova E.V., Shustova D.V. Ontologicheskiy analiz resheniya proektnykh zadach na primerakh [Ontological analysis of solving design problems via examples]. Saarbrücken: LAP Lambert Academic Publishing, 2015. 144 p.