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Sergei Belov, Sergei Nikolaev and Ighor Uzhinsky
This paper presents a methodology for predictive and prescriptive analytics of a gas turbine. The methodology is based on a combination of physics-based and data-driven modeling using machine learning techniques. Combining these approaches results in a s...
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Boris Vasilyev, Sergei Nikolaev, Mikhail Raevskiy, Sergei Belov and Ighor Uzhinsky
Blade damage accounts for a substantial part of all failure events occurring at gas-turbine-engine power plants. Current operation and maintenance (O&M) practices typically use preventive maintenance approaches with fixed intervals, which involve hig...
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Evgeniy G. Zhilyakov,Sergei P. Belov,Andrei A. Chernomorets,Diana Ig. Trubitsyna,Tatyana N. Balabanova
Currently, a wide class of modern wireless telecommunications systems is based on the use of broadband signals. The problems of synthesis for their formation and processing algorithm are extremely important for such systems, especially under the conditio...
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Sergei P. Belov,Evgeniy G. Zhilyakov,Sergey A. Raczynski,Aleksandr S. Belov,Andrei S. Belov,Ivan Iv. Oleynik
Currently, one of the dominant types of information exchange is remote interaction between geographically distributed subscribers using a wide range of wireless telecommunication systems. One of the important requirements for such systems is the minimum ...
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