Relevant bibliographies by topics / Industrial efficiency – Mathematical methods

Contents

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

Academic literature on the topic 'Industrial efficiency – Mathematical methods'

Author: Grafiati
Published: 10 March 2023
Last updated: 31 July 2025

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Journal articles on the topic "Industrial efficiency – Mathematical methods"

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Alisherovich, Alisherov Akramboy. "MATHEMATICAL MODEL AND NUMERICAL METHODS OF FILTRATION PROCESSES OF LIQUID SOLUTIONS." American Journal of Applied Science and Technology 4, no. 10 (2024): 43–47. http://dx.doi.org/10.37547/ajast/volume04issue10-07.

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Filtration processes of liquid solutions are fundamental in many natural and industrial applications, such as environmental protection, chemical engineering, water purification, and petroleum extraction. This article develops a mathematical model for describing filtration processes and explores various numerical methods for solving the governing equations. The model is based on Darcy’s law, continuity equation, and constitutive relations of liquid solutions in porous media. Numerical methods, including finite difference, finite element, and finite volume approaches, are discussed with applicat
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Alieva, N. "Economic and Mathematical Modeling of the Innovation Process in the Agro-Industrial Sector." Economic Herald of the Donbas, no. 4 (66) (2021): 29–32. http://dx.doi.org/10.12958/1817-3772-2021-4(66)-29-32.

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Modern scientific research in the field of agriculture is increasingly based on various mathematical calculations. In practice, it is the economic and mathematical models that are of particular importance. These methods and approaches are particularly valuable and widespread in the production environment, but in the modern conditions of production and economic activity, more and more industrial economic entities are faced with the application of mathematical models in order to improve the efficiency of investment resource management.
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Nazirova, Khilola. "Methods for determining static characteristics in industrial electrical networks." E3S Web of Conferences 384 (2023): 01046. http://dx.doi.org/10.1051/e3sconf/202338401046.

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The article considers the influence of voltage quality on the efficiency of electrical networks and electrical receivers. The economic characteristics of consumers and load nodes and methods of their construction are given. The construction of static characteristics of load nodes is considered by analyzing the mathematical model of the node and using the results of a passive experiment and the possibility of estimating the stability reserve, total power and energy losses and constructing economic characteristics by voltage from them.
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Havrylenko, Mykola, Vira Shiyko, Liliana Horal, Inesa Khvostina, and Natalia Yashcheritsyna. "Economic and mathematical modeling of industrial enterprise business model financial efficiency estimation." E3S Web of Conferences 166 (2020): 13025. http://dx.doi.org/10.1051/e3sconf/202016613025.

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The article proposes two methods for evaluating the financial efficiency of a business model of industrial enterprises. In order to evaluate the financial efficiency of the business model of an industrial enterprise, a system of single indicators for assessing the financial condition of the enterprise by such components as financial stability, liquidity and solvency, business activity and profitability was formed. Fishburne’s rule weights the major components of an integral measure of an enterprise’s business model financial performance. In addition, an integral measure of the financial perfor
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Hasanov, Arif Hasan oglu, Elshan Hashimov, and Bakir Zulfugarov. "COMPARATIVE ANALYSIS OF THE EFFICIENCY OF VARIOUS ENERGY STORAGES." Advanced Information Systems 7, no. 3 (2023): 74–80. http://dx.doi.org/10.20998/2522-9052.2023.3.11.

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Research relevance This article presents a mathematical solution to the issue of a comparative analysis of various types of energy storage devices and determining the most efficient type of energy storage device for use on an industrial scale. The subject of the study in the article is the most important parameters of seven types of energy storages, the use of which is spreading in the world. The purpose of the work is to obtain an answer to the following question: which of the ubiquitous different types of energy storages is most likely to be the most efficient for the future industrial energ
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Lokhman, Natalia, Tatiana Beridze, Zoya Baranik, Alla Cherep, Iryna Dashko, and Oxana Hamova. "ECONOMIC AND MATHEMATICAL MODELING OF THE FUNCTIONING OF AN INDUSTRIAL ENTERPRISE." Financial and credit activity problems of theory and practice 2, no. 43 (2022): 182–91. http://dx.doi.org/10.55643/fcaptp.2.43.2022.3642.

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The purpose of the article is to model the activities of an industrial enterprise as an independent economic unit in order to increase the profit of the enterprise in terms of economic efficiency.Method. In the course of the research the methodology of economic-mathematical modeling was applied. The enterprise is considered as a complex system — a sublimated enterprise, an economic object. The use of simulation methods on specific statistical material of the industrial enterprise «PivdGOK» is given. The application of the methods of digital economy allowed to obtain the relevant indicators of
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Aliyeva, Nailya Rauf kyzy. "Economic and Mathematical Modeling of the Innovation Process in the Agro-Industrial Sector." Economic Herald of the Donbas, no. 2 (64) (2021): 118–22. http://dx.doi.org/10.12958/1817-3772-2021-2(64)-118-122.

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Modern scientific research in the agro-industrial sphere is increasingly based on various mathematical calculations. In practice, it is economic and mathematical models that are of particular importance. These methods and approaches have gained particular value and distribution in the production environment, but in modern conditions of production and economic activity, more and more sectoral economic entities are faced with the application of mathematical models in order to improve the efficiency of investment resource management.
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Mnatsakanyan, Maria, Tetiana Danilova, Mykola Nazarenko, and Valentyna Kuzmych. "Transport network formation of the industrial center on the basis of simulation methods." Avtoshliakhovyk Ukrayiny, no. 1 (253) ’ 2018 (March 26, 2018): 25–29. http://dx.doi.org/10.33868/0365-8392-2018-1-253-25-29.

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The problem of creating a new system for managing the process of functioning of the sitylogical system of an industrial center in real time is considered. The analysis of the development of existing architectural forms of LEDMF is made and their main characteristics are identified. The necessity of forming rational traffic routes based on the simulation model as a way of increasing the efficiency of managing process functioning sitylogical system of the industrial center in real time Keywords: sitylogical system, linear elements of districts of municipal formations (LEDMF), mathematical model,
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Yuksel, K., Mustafa Nursoy, and K. M. Zhumaxanova. "Assessment of the agro-industrial complex efficiency in the country’s economy." Bulletin of "Turan" University, no. 1 (April 2, 2023): 196–211. http://dx.doi.org/10.46914/1562-2959-2023-1-1-196-211.

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The article considers a model for assessing the economic efficiency of the agro-industrial complex in the economy of the country. The study is based on the theory of assessing the economic efficiency of the industry. It includes a system, methods of evaluation of quantitative and qualitative indicators of the industry development. The authors, having analyzed the development of agro-industrial complex of the Republic of Kazakhstan, assessed the impact of the industry on the economic development of the country as a whole with the use of economic-mathematical tools. The authors assessed the impa
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Demareva, Elena E. "KEY PERFORMANCE INDICATORS OF INDUSTRIAL SAFETY OF ENTERPRISES." Krasnoyarsk Science 11, no. 3 (2022): 7–16. http://dx.doi.org/10.12731/2070-7568-2022-11-3-7-16.

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This article discusses the issues of assessing the level of industrial safety of enterprises in terms of the efficiency of industrial enterprises, requiring an increase in production efficiency, ensuring the efficiency of products and services by mastering the ways of effective production management, the achievements of scientific and technological progress.
 Purpose: The article discusses key performance indicators as methods of industrial safety of an enterprise and a tool for analyzing and evaluating the level of a company’s performance.
 Method, methodology of the work: The artic
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Dissertations / Theses on the topic "Industrial efficiency – Mathematical methods"

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Huang, Jun, and 黃俊. "Efficiency enhancement for nanoelectronic transport simulations." Thesis, The University of Hong Kong (Pokfulam, Hong Kong), 2013. http://hdl.handle.net/10722/196031.

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Continual technology innovations make it possible to fabricate electronic devices on the order of 10nm. In this nanoscale regime, quantum physics becomes critically important, like energy quantization effects of the narrow channel and the leakage currents due to tunneling. It has also been utilized to build novel devices, such as the band-to-band tunneling field-effect transistors (FETs). Therefore, it presages accurate quantum transport simulations, which not only allow quantitative understanding of the device performances but also provide physical insight and guidelines for device optimizati
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Mendoza, Maria Nimfa F. "Essays in production theory : efficiency measurement and comparative statics." Thesis, University of British Columbia, 1989. http://hdl.handle.net/2429/30734.

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Nonparametric linear programming tests for consistency with the hypotheses of technical efficiency and allocative efficiency for the general case of multiple output-multiple input technologies are developed in Part I. The tests are formulated relative to three kinds of technologies — convex, constant returns to scale and quasiconcave technologies. Violation indices as summary indicators of the distance of an inefficient observation from an efficient allocation are proposed. The consistent development of the violation indices across the technical efficiency and allocative efficiency tests allow
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deCamp, Philip Draper. "The efficiency of nonparametric inference methods based on confidence interval lengths." Diss., Georgia Institute of Technology, 1997. http://hdl.handle.net/1853/25510.

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POSCHKE, Markus. "Firm heterogeneity and macroeconomic performance." Doctoral thesis, European University Institute, 2007. http://hdl.handle.net/1814/10310.

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Defence date: 7 December 2007<br>Examining Board: Prof. Omar Licandro, (EUI) ; Prof. Salvador Ortigueira, (EUI) ; Prof. Russell Cooper, (University of Texas at Austin) ; Prof. Jaume Ventura, (CREI, Universitat Pompeu Fabra)<br>PDF of thesis uploaded from the Library digital archive of EUI PhD theses<br>The regulation of entry and aggregate productivity Euro Area economies have lower firm turnover rates, lower total factor and labor productivity, and higher capital intensity than the Unites States. I argue that differences in entry cost contribute to this pattern by affecting firms' technology
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Epple, Alexander. "Methods for increased computational efficiency of multibody simulations." Diss., Atlanta, Ga. : Georgia Institute of Technology, 2008. http://hdl.handle.net/1853/26532.

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Thesis (Ph. D.)--Aerospace Engineering, Georgia Institute of Technology, 2009.<br>Committee Chair: Olivier A. Bauchau; Committee Member: Andrew Makeev; Committee Member: Carlo L. Bottasso; Committee Member: Dewey H. Hodges; Committee Member: Massimo Ruzzene. Part of the SMARTech Electronic Thesis and Dissertation Collection.
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Johnson, Andrew. "Methods in productivity and efficiency analysis with applications to warehousing." Diss., Atlanta, Ga. : Georgia Institute of Technology, 2006. http://hdl.handle.net/1853/29400.

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Thesis (Ph.D)--Industrial and Systems Engineering, Georgia Institute of Technology, 2006.<br>McGinnis, Leon - Committee Chair, Griffin, Paul - Committee Member, Hackman, Steve - Committee Member, Parsons, Len - Committee Member, Sharp, Gunter - Committee Member. Part of the SMARTech Electronic Thesis and Dissertation Collection.
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Wang, You-song, and 王幼松. "An analysis of the technical efficiency in Hong Kong's construction industry." Thesis, The University of Hong Kong (Pokfulam, Hong Kong), 1998. http://hub.hku.hk/bib/B31239420.

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Palmer, Kurt D. "Data collection plans and meta models for chemical process flowsheet simulators." Diss., Georgia Institute of Technology, 1998. http://hdl.handle.net/1853/24511.

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Zawartka-Czekaj, Monika, and P. G. Pererva. "Economic methods of waste management in Poland and Ukraine." Thesis, NTU "KhPI", 2016. http://repository.kpi.kharkov.ua/handle/KhPI-Press/27082.

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Discussed the theoretical-methodical principles of cost management in transitive economy. The features of cost management in the Ukrainian and Polish economies.<br>Розглянуто теоретико-методичні положення управління витратами в транзитивній економіці. Досліджено особливості менеджменту витрат в українській та польській економіці.
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Takaidza, Isaac. "Modelling the optimal efficiency of industrial labour force in the presence of HIV/AIDs pandemic." Thesis, Cape Peninsula University of Technology, 2012. http://hdl.handle.net/20.500.11838/1305.

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Thesis (DTech (Mechanical Engineering))--Cape Peninsula University of Technology, 2012<br>In this thesis, we investigate certain key aspects of mathematical modelling to explain the epidemiology of HIV/AIDS at the workplace and to assess the potential benefits of proposed control strategies. Deterministic models to investigate the effects of the transmission dynamics of HIV/AIDS on labour force productivity are formulated. The population is divided into mutually exclusive but exhaustive compartments and a system of differential equations is derived to describe the spread of the epidemic. The q
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Books on the topic "Industrial efficiency – Mathematical methods"

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Macedo, Pedro, Victor Moutinho, and Mara Madaleno, eds. Advanced Mathematical Methods for Economic Efficiency Analysis. Springer International Publishing, 2023. http://dx.doi.org/10.1007/978-3-031-29583-6.

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Zurada, Jacek M., and Boris Igelnik. Efficiency and scalability methods for computational intellect. Information Science Reference, 2013.

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Waters, C. D. J. Quantitative methods for business. 5th ed. Financial Times Prentice Hall, 2011.

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Sengupta, Jatikumar. Efficiency, market dynamics and industry growth. Palgrave Macmillan, 2009.

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Sengupta, Jatikumar. Efficiency, market dynamics and industry growth. Palgrave Macmillan, 2009.

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Böttcher, K. J. Efficiency comparison and parameter sensitivity of deterministic and stochastic search methods. University of the Federal Armed Forces Munich, Faculty of Aero-Space Engineering, Institute of Mathematics and Computer Sciences, 1996.

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Angelov, Ivan. Metodologii͡a︡ za ot͡s︡enka na ikonomicheskata efektivnost v promishlenostta. Izd-vo na Bŭlgarskata akademii͡a︡ na naukite, 1986.

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Bevzeli͡uk, A. A. Raschety ėffektivnosti khozi͡aĭstvennykh meroprii͡atiĭ. "Nauka i tekhnika", 1989.

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Bevzelyuk, A. A. Raschety effektivnosti khozyaistvennykh meropriyatii. Nauka i tekhnika, 1989.

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Anbari, Frank T. Quantitative Methods for Project Management. International Institute for Learning, Inc., 1997.

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Book chapters on the topic "Industrial efficiency – Mathematical methods"

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Arge, Erlend, Are Magnus Bruaset, Phillip B. Calvin, Joseph F. Kanney, Hans Petter Langtangen, and Cass T. Miller. "On the Numerical Efficiency of C++ in Scientific Computing." In Numerical Methods and Software Tools in Industrial Mathematics. Birkhäuser Boston, 1997. http://dx.doi.org/10.1007/978-1-4612-1984-2_5.

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Garzon, Maria, Robert I. Saye, and James A. Sethian. "Efficient Algorithms for Tracking Moving Interfaces in Industrial Applications: Inkjet Plotters, Electrojetting, Industrial Foams, and Rotary Bell Painting." In SEMA SIMAI Springer Series. Springer International Publishing, 2022. http://dx.doi.org/10.1007/978-3-030-86236-7_10.

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AbstractMoving interfaces are key components of many dynamic industrial processes, in which complex interface physics determine much of the underlying action and performance. Level set methods, and their descendents, have been valuable in providing robust mathematical formulations and numerical algorithms for tracking the dynamics of these evolving interfaces. In manufacturing applications, these methods have shed light on a variety of industrial processes, including the design of industrial inkjet plotters, the mechanics of electrojetting, shape and evolution in industrial foams, and rotary b
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Zhang, Hao, Yuetao Wang, Yuhan Tan, and Jilong Zhao. "Parametric Skin Design Method Based on Plane Crystallographic Group Operation Principle." In Computational Design and Robotic Fabrication. Springer Nature Singapore, 2023. http://dx.doi.org/10.1007/978-981-19-8637-6_3.

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AbstractUnder the dual constraints of industrialization and digitalization, the building skin and structure are further integrated to form standardized units to meet the requirements of architectural performance, industrial prefabrication and “complexity” aesthetic characteristics. The complex and diverse forms of today's building skin hide profound mathematical logic relations and operation rules of form generation. Crystallographic group with regular symmetry and the operation principles reflected by it is one of the most important rules and methods of form and pattern processing in skin des
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Yari, Abbas, and Saeid Eslamian. "Water Efficiency Regulations in Domestic Buildings." In Urban and Industrial Water Conservation Methods. CRC Press, 2020. http://dx.doi.org/10.1201/9781003081531-5.

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Tatsien, Li, Tan Yongji, Pen Yuejun, and Li Hailong. "Mathematical methods for the SP well-logging." In Applied and Industrial Mathematics. Springer Netherlands, 1991. http://dx.doi.org/10.1007/978-94-009-1908-2_29.

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Velazquez, A., J. R. Arias, and B. Mendez. "Model and Method to Increase the Thermal Efficiency of Micro-Heat Exchangers for Aerospace Applications." In Progress in Industrial Mathematics at ECMI 2006. Springer Berlin Heidelberg, 2008. http://dx.doi.org/10.1007/978-3-540-71992-2_129.

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Whiteley, J. P. "Computational and Numerical Methods for the Efficient and Accurate Solution of the Bidomain Equations." In Progress in Industrial Mathematics at ECMI 2008. Springer Berlin Heidelberg, 2010. http://dx.doi.org/10.1007/978-3-642-12110-4_57.

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Budina, Jan, Martin Zmítko, and Tomáš Kozel. "Improvement Efficiency of Fingerprint Database Using Mathematical Methods." In Lecture Notes in Electrical Engineering. Springer Singapore, 2020. http://dx.doi.org/10.1007/978-981-15-9309-3_21.

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Goorden, Martijn, Joanna van de Mortel-Fronczak, Michel Reniers, Wan Fokkink, and Jacobus Rooda. "The Impact of Requirement Splitting on the Efficiency of Supervisory Control Synthesis." In Formal Methods for Industrial Critical Systems. Springer International Publishing, 2019. http://dx.doi.org/10.1007/978-3-030-27008-7_5.

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Sabatier, Denis. "Mathematical Proofs for the New York Subway." In Formal Methods Applied to Industrial Complex Systems. John Wiley & Sons, Inc., 2014. http://dx.doi.org/10.1002/9781119004707.ch12.

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Conference papers on the topic "Industrial efficiency – Mathematical methods"

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Valeria, Semina, Semin Grigory, Stanimir Valtchev, Victor Meshcheryakov, and Oleg Kryukov. "Mathematical Modeling in the Industrial Ventilation Systems." In 2024 6th International Conference on Control Systems, Mathematical Modeling, Automation and Energy Efficiency (SUMMA). IEEE, 2024. https://doi.org/10.1109/summa64428.2024.10803692.

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Hern�ndez-Rivera, Maria Soledad, Karen Guadalupe Medina-Elizarraraz, Jazm�n Cortez-Gonz�lez, et al. "Numerical Analysis of the Hydrodynamics of Proximity Impellers using the SPH Method." In The 35th European Symposium on Computer Aided Process Engineering. PSE Press, 2025. https://doi.org/10.69997/sct.135615.

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Mixing is a critical operation in numerous industrial processes, traditionally performed in agitated tanks to ensure homogenization. Despite its importance, the design of tanks and impellers is often neglected during agitation system selection, resulting in excessive energy consumption and inefficient mixing. To mitigate these challenges, Computational Fluid Dynamics (CFD) serves as a powerful tool for analyzing tank hydrodynamics and quantifying mixing times. CFD employs mathematical models to simulate mass, heat, and momentum transport phenomena within fluid systems. Among the latest advance
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Fedyunina, E. A., Yu S. Shevnina, and E. S. Kuznetsova. "Assessing the Investment Efficiency of Developing Complex On-Board Equipment Using Mathematical Modeling Methods." In 2024 International Russian Automation Conference (RusAutoCon). IEEE, 2024. http://dx.doi.org/10.1109/rusautocon61949.2024.10694650.

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Zhikhoreva, Svetlana, and Anatoly Pogodaev. "Application of Numerical Methods for Traffic Flow Control." In 2024 6th International Conference on Control Systems, Mathematical Modeling, Automation and Energy Efficiency (SUMMA). IEEE, 2024. https://doi.org/10.1109/summa64428.2024.10803856.

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Shakhnazaryan, Vladimir M. "Mathematical Methods of Borrowings Research (Based on the Spanish of Yucatan Peninsula Material)." In 2024 6th International Conference on Control Systems, Mathematical Modeling, Automation and Energy Efficiency (SUMMA). IEEE, 2024. https://doi.org/10.1109/summa64428.2024.10803762.

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Likhachev, Maxim. "Development of Methods of Intellectual Analysis of Audio Data." In 2024 6th International Conference on Control Systems, Mathematical Modeling, Automation and Energy Efficiency (SUMMA). IEEE, 2024. https://doi.org/10.1109/summa64428.2024.10803699.

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Toshkhodzhaeva, Muhayo, Elena Gracheva, Umedakhon Odirmatova, Stanimir Valtchev, and Ibodkul Karimov. "Electric Losses in the Industrial Distribution Networks and Methods to Reduce them." In 2022 4th International Conference on Control Systems, Mathematical Modeling, Automation and Energy Efficiency (SUMMA). IEEE, 2022. http://dx.doi.org/10.1109/summa57301.2022.9974151.

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Ryzhkova, А. V., and N. A. Zhilnikova. "METHODS FOR ECO-EFFICIENCY ASSESSMENT OF ORGANIZATIONS." In MODELING AND SITUATIONAL MANAGEMENT THE QUALITY OF COMPLEX SYSTEMS. Saint Petersburg State University of Aerospace Instrumentation, 2021. http://dx.doi.org/10.31799/978-5-8088-1558-2-2021-2-150-156.

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This article discusses the modern concept of eco-efficiency, based on the methods of using resources for the development of an organization in terms of economic and environmental indicators through more efficient use of resources and reducing pollution. Its differences from the traditional principles of environmental efficiency are determined. Mathematical models for assessing the eco-efficiency of industrial production are proposed. The applicability of the developments is shown on the example of a microelectronics enterprise. The presented models make it possible to measure the eco-efficienc
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Chistyakova, Tamara, Andrey Polosin, Gleb Platonenko, and Christian Kohlert. "Methods and Technologies for Primary Processing, Modeling and Visualization of Industrial Data for Quality Control of Multi-assortment Polymeric Films." In 2023 5th International Conference on Control Systems, Mathematical Modeling, Automation and Energy Efficiency (SUMMA). IEEE, 2023. http://dx.doi.org/10.1109/summa60232.2023.10349533.

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Kuvshinnikov, Vladimir, and Evgeny Kovshov. "Models and Basic Algorithmization for VR Simulator of the Industrial Radiography Method." In 2022 4th International Conference on Control Systems, Mathematical Modeling, Automation and Energy Efficiency (SUMMA). IEEE, 2022. http://dx.doi.org/10.1109/summa57301.2022.9973985.

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Reports on the topic "Industrial efficiency – Mathematical methods"

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Kurnik, Charles W., Dakers Gowans, and Chad Telarico. Chapter 2: Commercial and Industrial Lighting Evaluation Protocol. The Uniform Methods Project: Methods for Determining Energy Efficiency Savings for Specific Measures. Office of Scientific and Technical Information (OSTI), 2017. http://dx.doi.org/10.2172/1408084.

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Kurnik, Charles W., and Stephen Carlson. Chapter 3: Commercial and Industrial Lighting Controls Evaluation Protocol. The Uniform Methods Project: Methods for Determining Energy Efficiency Savings for Specific Measures. Office of Scientific and Technical Information (OSTI), 2017. http://dx.doi.org/10.2172/1398876.

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Kuropiatnyk, D. I. Actuality of the problem of parametric identification of a mathematical model. [б. в.], 2018. http://dx.doi.org/10.31812/123456789/2885.

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The purpose of the article is to study the possibilities of increasing the efficiency of a mathematical model by identifying the parameters of an object. A key factor for parametrization can be called the consideration of properties of the values of the model at a specific time point, which allows a deeper analysis of data dependencies and correlation between them. However, such a technique does not always work, because in advance it is impossible to predict that the parameters can be substantially optimized. In addition, it is necessary to take into account the fact that minimization reduces
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Shokaliuk, Svitlana V., Yelyzaveta Yu Bohunenko, Iryna V. Lovianova, and Mariya P. Shyshkina. Technologies of distance learning for programming basics lessons on the principles of integrated development of key competences. [б. в.], 2020. http://dx.doi.org/10.31812/123456789/3888.

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In the era of the fourth industrial revolution – Industry 4.0 – developing key competences (digital, multilingual and mathematical competences in particular) is of paramount importance. The purpose of this work is to investigate the content of key competences of a secondary school student and to develop a method of teaching for the integrated development of multilingual and mathematical competences in the process of teaching Programming Basics with the help of distant technologies. The objectives of the research include generalizing and systematizing theoretical data on the structure and the c
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Pasupuleti, Murali Krishna. Neural Computation and Learning Theory: Expressivity, Dynamics, and Biologically Inspired AI. National Education Services, 2025. https://doi.org/10.62311/nesx/rriv425.

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Abstract: Neural computation and learning theory provide the foundational principles for understanding how artificial and biological neural networks encode, process, and learn from data. This research explores expressivity, computational dynamics, and biologically inspired AI, focusing on theoretical expressivity limits, infinite-width neural networks, recurrent and spiking neural networks, attractor models, and synaptic plasticity. The study investigates mathematical models of function approximation, kernel methods, dynamical systems, and stability properties to assess the generalization capa
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Modlo, Yevhenii O., Serhiy O. Semerikov, Stanislav L. Bondarevskyi, Stanislav T. Tolmachev, Oksana M. Markova, and Pavlo P. Nechypurenko. Methods of using mobile Internet devices in the formation of the general scientific component of bachelor in electromechanics competency in modeling of technical objects. [б. в.], 2020. http://dx.doi.org/10.31812/123456789/3677.

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Abstract:
An analysis of the experience of professional training bachelors of electromechanics in Ukraine and abroad made it possible to determine that one of the leading trends in its modernization is the synergistic integration of various engineering branches (mechanical, electrical, electronic engineering and automation) in mechatronics for the purpose of design, manufacture, operation and maintenance electromechanical equipment. Teaching mechatronics provides for the meaningful integration of various disciplines of professional and practical training bachelors of electromechanics based on the concep
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