Relevant bibliographies by topics / Details of machines

Contents

  1. Journal articles
  2. Dissertations / Theses
  3. Books
  4. Book chapters
  5. Conference papers
  6. Reports

Academic literature on the topic 'Details of machines'

Author: Grafiati
Published: 28 May 2022
Last updated: 30 July 2025

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Journal articles on the topic "Details of machines"

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Wahiduzzaman, Khan, Al Ayub Ahmed Alim, Vadlamudi Siddhartha, Paruchuri Harish, and Ganapathy Apoorva. "Machine Moderators in Content Management System Details: Essentials for IoT Entrepreneurs." Academy of Entrepreneurship Journa 27, no. 3 (2021): 1–11. https://doi.org/10.5281/zenodo.4972587.

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The need for Content moderation is indispensable as publishers can't allow inappropriate or illegal content to be published through or on their platforms. Also, every publisher has the responsibility of checking works to ensure that the content of the results is ethical for readers, and viewers can get clean and explicit content. Machine moderators may be the all-important response to the growing need for moderators. The push for machine moderators is often justified as a necessary response to the scale of work supposed to be edited. The use of machines, Artificial Intelligence (AI) will m
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Kravchuk, V. S., О. F. Dashchenko, L. V. Kolomiets, and О. M. Limarenko. "ABOUT ESTIMATION OF CYCLIC STRENGTH OF SURFACE-DETAILED DETAILS OF MACHINES." Key title Zbìrnik naukovih pracʹ Odesʹkoï deržavnoï akademìï tehnìčnogo regulûvannâ ta âkostì -, no. 1(10) (2017): 50–53. http://dx.doi.org/10.32684/2412-5288-2017-1-10-50-53.

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Gostev, Ivan M., and Pavel Е. Golosov. "SIMULATION MODEL OF PROCESS SPORADIC CONTROL." International Journal of Manufacturing Economics and Management 2, no. 1 (2022): 16–22. http://dx.doi.org/10.54684/ijmem.2022.2.1.16.

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The control solutions for modern production with a large number of processes performed simultaneously require equal or more computing power than, for example, calculating hashes for bitcoin. Hereinafter the reference is made to the problem of maximizing the production of the quantity of some mechanical units, which include several types of details required to assemble the unit in a certain quantity. The details are assumed to be manufactured and delivered to the assembly shop in a certain set. It is required to ensure the production of details on a specified number of machines for the assembly
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Ismoyilov, F. B., M. H. Gapparova, and I. J. Kuchkeldiev. "Determination of parameters of a trepanning machine for cleaning wool fibers." Современные инновации, системы и технологии - Modern Innovations, Systems and Technologies 2, no. 2 (2022): 0417–27. http://dx.doi.org/10.47813/2782-2818-2022-2-2-0417-04-27.

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This article provides information about the technology of primary processing of wool and the feeding part of the baking machine. It analyzes the operating principle and types of baking machines at the enterprise of primary processing of wool. The disadvantages of baking machines affecting the product are considered. The principle of work and the design of new baking machines for the manufacture of quality products are proposed. The article provides information about the technology of primary processing of wool. Studied the mechanisms of machines for the production of wool and identified their
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Kostomakhin, M. N., and Ar N. Voronov. "Calculation formula for determining the residual resource of agricultural equipment details." Sel'skohozjajstvennaja tehnika: obsluzhivanie i remont (Agricultural Machinery: Service and Repair), no. 6 (June 1, 2020): 37–41. http://dx.doi.org/10.33920/sel-10-2006-05.

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When calculating the residual life of machine parts, it is advisable to use the relative value of the residual life, since the calculation of the relative value allows you to obtain a dimensionless value, to obtain a relative generalized estimate of the residual life of the main components and assemblies of complex machines, as well as groups of parts of the same name.
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Nazarov, Asror Allanazarovich. "USING AN APPROXIMATE METHOD OF SELECTING REDUCER SHAFTS IN PERFORMING A COURSE PROJECT IN THE SCIENCE OF MACHINE DETAILS." GOLDEN BRAIN 1, no. 10 (2023): 50–56. https://doi.org/10.5281/zenodo.7832982.

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<em>The shafts of the machines, which carry the working parts of the machine, except the gear parts, are called main shafts. A shaft that distributes mechanical energy to separate machines is called a transmission. In some cases, the shafts are made as one piece with a cylindrical or bevel gear or worm gear</em><em>.</em>
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Jogalekar, Usha A., and Akhil Mangla. "Idea Generation Algorithm Based Systems." Advanced Materials Research 403-408 (November 2011): 3937–45. http://dx.doi.org/10.4028/www.scientific.net/amr.403-408.3937.

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Parallel algorithms and parallel processing have revolutionized the machine’s performance and output efficiency. Parallel Random Access Machines are being used excessively for complex input processing and effective output data generation. PRAM algorithms are a class of algorithms defined for parallel computation in polynomial time complexity. Thought process is one of the key procedure that distinctly identifies humans rather animals from machines. Machines proposed to be effective computers have failed when it has come in light to learn and produce new ideas. The study here proposes the Idea
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Ovsyannikov, V. E., and V. I. Vasilyev. "DETAILS’ REPAIR OF CONSTRUCTION AND ROAD MACHINES: FLUCTUATIONS’ MODELLING." Russian Automobile and Highway Industry Journal 16, no. 5 (2019): 534–42. http://dx.doi.org/10.26518/2071-7296-2019-5-534-542.

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Introduction. Hole details are quite widely used in structures of construction and road machines. The specialists apply boring for draft, semi-fair, and in some cases for fair processing of such surfaces. This type of processing is often followed by the negative nature of oscillatory processes that leads to decrease in accuracy and in the surface quality. The paper studies the possibility of the calculation method’s usage in oscillatory processes, which allows assigning the cutting modes by providing required output parameters.Materials and methods. The authors used the double-support beam as
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Yaroshenko, Leonid. "ENHANCING THE PRODUCTIVITY OF VIBRATORY PROCESSING OF DETAILS BY USING THE USE OF DISCARDED ENERGY CIRCULATION MOVEMENT OF THE WORKING ENVIRONMENT." Vibrations in engineering and technology, no. 1(92) (December 20, 2019): 56–66. http://dx.doi.org/10.37128/2306-8744-2019-1-7.

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The distribution of mechanical energy in vibratory toroidal machines with vertical driven unbalanced shafts is investigated experimentally, depending on their design parameters and the characteristics of the working environment. The conclusion about the possibility of utilization of mechanical energy circulating movement of the working environment of the machine and its appliance to auxiliary drive movements of the machined parts is substantiated. As established during experimental research, the provision of machined parts during the vibration abrasive treatment of forced planetary motion, due
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Kokieva, Galia, Marfa Ochlopkova, Yurii Shaposhnikov, and Varvara Trofimova. "The mechanical life of implements operating in corrosive service." E3S Web of Conferences 273 (2021): 07004. http://dx.doi.org/10.1051/e3sconf/202127307004.

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In severe operating conditions, there are machines for the preparation and introduction of mineral and organic fertilizers, herbicides, pesticides. They fail in order after two or three years due to corrosion and corrosion-mechanical wear. Under these conditions, the main thing is not to protect individual details, but the protection of the machine as a whole. Disclosure of the mechanism and patterns of corrosion-mechanical wear and corrosion of structural materials in aggressive environments made it possible to scientifically substantiate the most effective ways to increase the service life o
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Dissertations / Theses on the topic "Details of machines"

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Коротун, Микола Миколайович, Николай Николаевич Коротун, Mykola Mykolaiovych Korotun та С. В. Лещенко. "Новые конструктивные концепции автоматов фасонно-продольного точения". Thesis, Издательство СумГУ, 2008. http://essuir.sumdu.edu.ua/handle/123456789/6041.

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Захаркін, Олександр Улянович, Александр Ульянович Захаркин, Oleksandr Ulianovych Zakharkin та А. Н. Рудько. "Повышение износостойкости поверхностей деталей машин путем нанесения регулярного микрорельефа". Thesis, Издательство СумГУ, 2008. http://essuir.sumdu.edu.ua/handle/123456789/5984.

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Сігова, Валентина Іванівна, Валентина Ивановна Сигова, Valentyna Ivanivna Sihova та Е. А. Коломиец. "Повышение эксплуатационных свойств деталей зубчатых зацеплений". Thesis, Издательство СумГУ, 2008. http://essuir.sumdu.edu.ua/handle/123456789/7067.

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Криворучко, Дмитро Володимирович, Дмитрий Владимирович Криворучко, Dmytro Volodymyrovych Kryvoruchko та А. В. Кузьменко. "Повышение производительности обработки канавок за счет применения резцов со сменными неперетачиваемыми пластинами СНП". Thesis, Издательство СумГУ, 2008. http://essuir.sumdu.edu.ua/handle/123456789/5972.

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Романченко, А. В., та И. В. Волков. "Аналіз розподілу навантажень у вібруючому контейнері". Thesis, Видавництво СумДУ, 2010. http://essuir.sumdu.edu.ua/handle/123456789/13327.

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Бондар, Інна Володимирівна, Инна Владимировна Бондарь, Inna Volodymyrivna Bondar, Дмитро Володимирович Криворучко, Дмитрий Владимирович Криворучко та Dmytro Volodymyrovych Kryvoruchko. "Обзор современных методов пятиосевой обработки на фрезерных станках с ЧПУ деталей сложных форм типа моноколесо из монолитной заготовки". Thesis, Сумский государственный университет, 2018. http://essuir.sumdu.edu.ua/handle/123456789/67400.

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Савчук, Володимир Іванович, Владимир Иванович Савчук, Volodymyr Ivanovych Savchuk та Ю. В. Пузік. "Підвищення якості торцевих поверхонь корпусних деталей шляхом вдосконалення процесу притирання". Thesis, Сумський державний університет, 2014. http://essuir.sumdu.edu.ua/handle/123456789/39637.

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Багато корпусних деталей мають торцеві поверхні, до яких висуваються підвищені вимоги щодо шорсткості й точності форми. Зокрема корпус 195-05-1873, який входить до складу торцевого ущільнення насоса ГЦН-195М, має торцеву поверхню, шорсткість якої не повинна перевищувати Ra = 0,2 мкм, а відхилення від площинності – 0,002 мм.
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Євтухов, Віталій Геннадійович, Виталий Геннадьевич Евтухов, Vitalii Hennadiiovych Yevtukhov та В. В. Сминяговська. "Повышение точности отделочной обработки отверстий". Thesis, Издательство СумГУ, 2008. http://essuir.sumdu.edu.ua/handle/123456789/5905.

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Катрук, О. В., та С. П. Вислоух. "Дослідження віброакустичного сигналу процесу фрезерної обробки". Thesis, Видавництво СумДУ, 2010. http://essuir.sumdu.edu.ua/handle/123456789/11413.

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Juknevičius, Remigijus. "Detalių pozicionavimo paieškos metodu tyrimas." Master's thesis, Lithuanian Academic Libraries Network (LABT), 2005. http://vddb.library.lt/obj/LT-eLABa-0001:E.02~2005~D_20050611_132058-91358.

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The name of this subject is ‘The investigation of parts orientation efficiency resing search technique’. Problems in parts interdependent orientation when using different movement trajectories in perpendicular to assembly plane are investigated. An influence of search trajectories on joining accuracy is analyzed.
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Books on the topic "Details of machines"

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Carter, Paul T. Krag machine postmarks of Great Britain & Ireland: A history and detailed checklist of Krag machines and their dies. British Postmark Society, 2012.

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National Housing and Town Planning Council., ed. Gambling machines and young people: Detailed findings of a national survey. National Housing and Town Planning Council, 1989.

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Fokin, Sergey, and Oksana Shport'ko. Logging production: technologies and equipment. INFRA-M Academic Publishing LLC., 2021. http://dx.doi.org/10.12737/1058986.

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The textbook discusses the main stages of logging operations and forest transport, as well as technologies and types of equipment for performing work on lower timber yards, including technologies for stacking, loading and dumping of harvested timber. A separate chapter of the book is devoted to the issues of ensuring safety during these works. A detailed description of the construction of logging machines, motor tools, vehicles, machines, aggregates and lines for primary processing of wood (stumping of branches, bucking and cutting of whips, debarking of sorts), lifting and transport machines
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Kuznecov, Vladimir, Aleksandr Cherepahin, and Igor' Koltunov. Technological processes of machine-building production. INFRA-M Academic Publishing LLC., 2023. http://dx.doi.org/10.12737/1026334.

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The textbook examines in detail the structure of the modern machine-building complex of Russia, outlines aspects of technological preparation of production and resource-saving technologies, classification, labeling and properties of basic structural materials, provides a methodology for system analysis of technological processes, processing methods and methods, describes traditional and modern technological processes for manufacturing machine parts.&#x0D; When considering each method and method of processing, the main emphasis was placed on the description of the main processing schemes, techn
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Mitrohin, Nikolay, and Aleksey Pavlov. Repair and disposal of land transport-technological means. INFRA-M Academic Publishing LLC., 2020. http://dx.doi.org/10.12737/1009392.

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In the textbook the definition and classification ground transport-technological means, the fundamentals of the organization of repair and considered in detail processes of repair, recovery and disposal of parts of land transport-technological means.&#x0D; Meets the requirements of Federal state educational standards of higher education of the last generation.&#x0D; For undergraduate students in areas of training "Exploitation of transport and technological machines and complexes" and "engineering", as well as to students of specialist degrees in the direction of training "Ground transport-tec
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C, Thompson John, ed. The green machine: Vehicles of the Auxiliary Fire Service and mobile fire columns (together with details of police mobile column and civil defence vehicles). Enthusiasts Publications, 1995.

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United States. National Aeronautics and Space Administration. and United States. Army Aviation Systems Command., eds. Man-machine Integration Design and Analysis System (MIDAS), Task Loading Model (TLM), experimental and software detailed design report. National Aeronautics and Space Administration, 1994.

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United States. National Aeronautics and Space Administration. and United States. Army Aviation Systems Command., eds. Man-machine Integration Design and Analysis System (MIDAS), Task Loading Model (TLM), experimental and software detailed design report. National Aeronautics and Space Administration, 1994.

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United States. National Aeronautics and Space Administration. and United States. Army Aviation Systems Command., eds. Man-machine Integration Design and Analysis System (MIDAS), Task Loading Model (TLM), experimental and software detailed design report. National Aeronautics and Space Administration, 1994.

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Bozhko, Arkadiy. Modeling of products and processes in CAAP systems. INFRA-M Academic Publishing LLC., 2024. https://doi.org/10.12737/2137603.

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Assembly of industrial products is one of the most difficult and responsible stages of modern discrete manufacturing. Many modern products consist of a large number of parts and are characterized by high structural complexity. The development of technological processes for the assembly of such machines or devices is impossible without the use of modern information technologies. The monograph is devoted to the mathematical support of computer-aided design systems for assembly processes. Modeling of structural and geometric properties of complex technical systems is discussed in detail. The meth
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Book chapters on the topic "Details of machines"

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Oliveira, Agamenon R. E., and Raffaele Pisano. "Historical Details of Coulomb’s Torsional Forces in Metal Wires." In Explorations in the History and Heritage of Machines and Mechanisms. Springer International Publishing, 2022. http://dx.doi.org/10.1007/978-3-030-98499-1_20.

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Yuan, David Yu, and Tony Wildish. "Bioinformatics Application with Kubeflow for Batch Processing in Clouds." In Lecture Notes in Computer Science. Springer International Publishing, 2020. http://dx.doi.org/10.1007/978-3-030-59851-8_24.

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Abstract Bioinformatics pipelines make extensive use of HPC batch processing. The rapid growth of data volumes and computational complexity, especially for modern applications such as machine learning algorithms, imposes significant challenges to local HPC facilities. Many attempts have been made to burst HPC batch processing into clouds with virtual machines. They all suffer from some common issues, for example: very high overhead, slow to scale up and slow to scale down, and nearly impossible to be cloud-agnostic. We have successfully deployed and run several pipelines on Kubernetes in OpenS
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Mauerer, Wolfgang. "Superoperators for Quantum Software Engineering." In Quantum Software. Springer Nature Switzerland, 2024. http://dx.doi.org/10.1007/978-3-031-64136-7_3.

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AbstractAs implementations of quantum computers grow in size and maturity, the question of how to program this new class of machines is attracting increasing attention in the software engineering domain. Yet, many questions from how to design expressible quantum languages augmented with formal semantics via implementing appropriate optimizing compilers to abstracting details of machine properties in software systems remain challenging. Performing research at this intersection of quantum computing and software engineering requires sufficient knowledge of the physical processes underlying quantu
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Webb, Geoffrey I., Johannes Fürnkranz, Johannes Fürnkranz, et al. "Detail." In Encyclopedia of Machine Learning. Springer US, 2011. http://dx.doi.org/10.1007/978-0-387-30164-8_213.

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Trung, Nguyen Dac, and Phan Thi Ha Linh. "Research on the Effect of Geometric Parameters of Billet and Punch on Upsetting Technology of Hollow Transmission Details." In Proceedings of the 2nd Annual International Conference on Material, Machines and Methods for Sustainable Development (MMMS2020). Springer International Publishing, 2021. http://dx.doi.org/10.1007/978-3-030-69610-8_36.

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Cao, Ba Trung, Lukas Heußner, Annika Jodehl, et al. "Real-Time Simulation for Steering the Tunnel Construction Process." In Interaction Modeling in Mechanized Tunneling. Springer Nature Switzerland, 2023. http://dx.doi.org/10.1007/978-3-031-24066-9_7.

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AbstractCurrently, in mechanized tunneling, the steering of tunnel boring machines (TBM) in practice is mainly decided based on engineering expert knowledge and recorded monitoring data. In this chapter, a new concept of exploiting the advantages of simulation models to support the steering phase is presented, which allows optimizing the construction process. With the aim to support the steering decision during tunnel construction by means of real-time simulations, predictive simulation models are established in the initial planning phase of a tunnel project. The models are then capable of bei
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Sperber, Axel. "Detailed Machine Specification." In Heavy Duty Rotating Equipment. Springer Fachmedien Wiesbaden, 2024. http://dx.doi.org/10.1007/978-3-658-44717-5_6.

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Nandi, Anirban, and Aditya Kumar Pal. "Feature Importance Methods: Details and Usage Examples." In Interpreting Machine Learning Models. Apress, 2022. http://dx.doi.org/10.1007/978-1-4842-7802-4_9.

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Wells, A. J. "The Universal Machine in Detail." In Rethinking Cognitive Computation. Macmillan Education UK, 2006. http://dx.doi.org/10.1007/978-1-137-06661-9_12.

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Taylor, John T., and Wayne T. Taylor. "Persistent Storage Detailed Design Example." In Patterns in the Machine. Apress, 2021. http://dx.doi.org/10.1007/978-1-4842-6440-9_4.

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Conference papers on the topic "Details of machines"

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Moffatt, John, Robert Lad, and Maurice Pereia. "Rotorcraft Turbine Engine Applications of Environetix's Wireless High Temperature Surface Acoustic Wave (SAW) Micro-Electromechanical Machines (MEM) Sensor System." In Vertical Flight Society 72nd Annual Forum & Technology Display. The Vertical Flight Society, 2016. http://dx.doi.org/10.4050/f-0072-2016-11471.

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The purpose of this paper is to explain the benefits, value, and achievements of Environetix's Surface Acoustic Wave (SAW) Micro-Electromechanical Machine (MEM) sensor technology, developed under the Army Small Business Innovative Research (SBIR) program, as an enabler for advanced monitoring of aircraft components for future Army sustainment efforts. Details will be provided to demonstrate how the SAW sensor system, with its micro-size, minimal weight, non-obtrusive characteristics, battery-free operation, and wireless transmission capabilities, can enable the autonomous monitoring of compone
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Epema, Dick. "Session details: Virtual machines." In HPDC '08: International Symposium on High Performance Distributed Computing. ACM, 2008. http://dx.doi.org/10.1145/3260652.

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"Session details: Virtual machines/cloud." In ACM SE '10: ACM Southeast Regional Conference, edited by Letha Hughes Etzkorn. ACM, 2010. http://dx.doi.org/10.1145/3252177.

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Barham, Paul. "Session details: Microkernels and virtual machines." In EW04: ACM SIGOPS European Workshop 2004. ACM, 2004. http://dx.doi.org/10.1145/3245424.

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Riedel, Marc, and Lei Yang. "Session details: Genetic Circuits Meet Ising Machines." In ICCAD '22: IEEE/ACM International Conference on Computer-Aided Design. ACM, 2022. http://dx.doi.org/10.1145/3578476.

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Ernst, Rolf. "Session details: Virtual machines, compilers, memory management." In ESWEEK 08: Fourth Embedded Systems Week. ACM, 2008. http://dx.doi.org/10.1145/3260799.

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Huynh, Co, Liping Zheng, and Dipjyoti Acharya. "Losses in High-Speed Permanent Magnet Machines Used in Microturbine Applications." In ASME Turbo Expo 2008: Power for Land, Sea, and Air. ASMEDC, 2008. http://dx.doi.org/10.1115/gt2008-50715.

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High speed permanent magnet (PM) machines are used in microturbine applications due to their compactness, robust construction and high efficiency characteristics. These machines are integrated with the turbines and rotate at same speeds. This paper discusses in details losses in high speed PM machines. A typical PM machine designed for microturbine application is presented with its detailed loss calculations. Various loss verification methods are also discussed.
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Iljin, Pavel, and Victor Munerman. "An Heuristic Algorithm of the Details Distribution by Machines." In 2021 IEEE Conference of Russian Young Researchers in Electrical and Electronic Engineering (ElConRus). IEEE, 2021. http://dx.doi.org/10.1109/elconrus51938.2021.9396647.

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Rowe, Dale. "Session details: Paper session F1: virtual meetings & machines." In SIGITE/RIIT'13: SIGITE/RIIT 2013. ACM, 2013. http://dx.doi.org/10.1145/3254716.

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Ernst, Rolf, and Oliver Bringmann. "Session details: Flexible design of architectures and virtual machines." In ESWeek '11: Seventh Embedded Systems Week. ACM, 2011. http://dx.doi.org/10.1145/3244845.

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Reports on the topic "Details of machines"

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INGALLS SHIPBUILDING INC PASCAGOULA MS. Data Development of Detail Standards For Outside Machinery Operations. Defense Technical Information Center, 1985. http://dx.doi.org/10.21236/ada445655.

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Cao, Larry. I. Machine Learning and Data Science Applications in Investments. CFA Institute Research Foundation, 2023. http://dx.doi.org/10.56227/23.1.7.

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Experts from Robeco, Goldman Sachs Global Investment Research, and Neuberger Berman detail AI and big data tools to augment your existing investment processes. Understand the landscape and choose approaches fitting your strategic priorities.
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Papasodoro, C., D. Bélanger, G. Légaré-Couture, and H. Russel. Assessment of approaches and costs associated with the correction of the HRDEM product data in the Canadian Arctic. Natural Resources Canada/CMSS/Information Management, 2023. http://dx.doi.org/10.4095/331974.

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The High-Resolution Digital Elevation Model (HRDEM) was created as part of the National Elevation Data Strategy to provide detailed elevation data across the country. For the Canadian Arctic, the HRDEM was based on the ArcticDEM initiative with additional post-processing by the Canada Centre for Mapping and Earth Observation to create a 2-meter Digital Surface Model (DSM) covering a geographic region of approximately 4.6 million km2. This report provides details on the investigation of the data issues within HRDEM in the North, available open and commercial sources of elevation data that could
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Strinzel, Michaela, Gabriel Okasa, Anne Jorstad, et al. Annotation Codebook A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports. Swiss National Science Foundation, 2024. http://dx.doi.org/10.46446/codebook-peer-review-assessment-ml.

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The codebook is an output of the study “A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports”, which combines qualitative human annotation and transformer-based machine-learning approaches to assess characteristics of grant proposal peer review reports submitted to the Swiss National Science Foundation (SNSF). The codebook includes detailed instructions and examples for the human annotators on how to label the sentences of peer review reports according to 12 categories reflecting the characteristics of grant peer review reports of interest to research funding agencies
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Oliveira, Lucas Gabriel Martins de. Which One Predicts Better?: Comparing Different GDP Nowcasting Methods Using Brazilian Data. Inter-American Development Bank, 2023. http://dx.doi.org/10.18235/0005004.

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The objective of this paper is to develop a basic framework for the implementation of a GDP nowcasting strategy using Brazilian data. Our goal is to identify a scalable strategy that allows us to project the Brazilian GDP in real time at any point during the current quarter. In the paper we detail the survey of classical techniques and also of techniques usually known by market practitioners as "machine learning methods". We survey the literature since the first work on estimating business cycles and document the evolution of this literature until the insertion of machine learning methods. Add
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Bednar, Amy. Topological data analysis : an overview. Engineer Research and Development Center (U.S.), 2021. http://dx.doi.org/10.21079/11681/40943.

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A growing area of mathematics topological data analysis (TDA) uses fundamental concepts of topology to analyze complex, high-dimensional data. A topological network represents the data, and the TDA uses the network to analyze the shape of the data and identify features in the network that correspond to patterns in the data. These patterns extract knowledge from the data. TDA provides a framework to advance machine learning’s ability to understand and analyze large, complex data. This paper provides background information about TDA, TDA applications for large data sets, and details related to t
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Tiku, Sanjay, Aaron Dinovitzer, Vlad Semiga, and Binoy John. PR-214-073510-Z01 FS Fatigue Testing Plain Dents+Dents Interacting with Welds and Metal Loss with Data. Pipeline Research Council International, Inc. (PRCI), 2018. http://dx.doi.org/10.55274/r0011514.

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Dents in buried pipelines occur due to a number of potential causes; the pipe resting on rock, third party machinery strike, rock strikes during backfilling, amongst others. The long-term integrity of a dented pipeline segment is a complex function of a variety of parameters, including pipe geom-etry, indenter shape, dent depth, indenter support, pressure history at and following indentation. In order to estimate the safe remaining operational life of a dented pipeline, all of these factors must be accounted for in the analysis. In order to characterize the severity of a dent on the integrity
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Beckman, Ivan. Development of alternative air filtration materials and methods of analysis. Engineer Research and Development Center (U.S.), 2023. http://dx.doi.org/10.21079/11681/47188.

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Development of high efficiency particulate air (HEPA) filters demonstrate an effort to mitigate dangerous aerosol hazards at the point of production. The nuclear power industry installs HEPA filters as a final line of containment of hazardous particles. An exploration of analytical, experimental, computational, and machine learning models is presented in this dissertation to advance the science of air filtration technology. This dissertation studies, develops, and analyzes alternative air filtration materials and methods of analysis that optimize filtration efficiency and reduce resistance to
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Hodgdon, Taylor, Anthony Fuentes, Jason Olivier, Brian Quinn, and Sally Shoop. Automated terrain classification for vehicle mobility in off-road conditions. Engineer Research and Development Center (U.S.), 2021. http://dx.doi.org/10.21079/11681/40219.

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The U.S. Army is increasingly interested in autonomous vehicle operations, including off-road autonomous ground maneuver. Unlike on-road, off-road terrain can vary drastically, especially with the effects of seasonality. As such, vehicles operating in off-road environments need to be in-formed about the changing terrain prior to departure or en route for successful maneuver to the mission end point. The purpose of this report is to assess machine learning algorithms used on various remotely sensed datasets to see which combinations are useful for identifying different terrain. The study collec
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Clyde, Greiner Woodward. L51818 Microtunneling Design Guidelines for the Gas Transmission Industry. Pipeline Research Council International, Inc. (PRCI), 2000. http://dx.doi.org/10.55274/r0010297.

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Microtunneling is an underground method of constructing pipelines using a sophisticated, remotely controlled, laser guided, steerable boring machine to install a pipe or casing using pipe jacking techniques. The line can either be installed directly by microtunneling or it can be installed inside a casing that is installed using microtunneling methods. This report discusses the following key topics relative to the design of a pipeline to be installed using microtunneling methods: Microtunneling methods and equipment. Case histories of similar pipelines installed using microtunneling methods. P
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