Relevant bibliographies by topics / Complex efficiency criterion

Contents

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

Academic literature on the topic 'Complex efficiency criterion'

Author: Grafiati
Published: 30 May 2022
Last updated: 31 July 2025

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Journal articles on the topic "Complex efficiency criterion"

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Soloviev, Nikolay Vladimirovich. "METHODS FOR EVALUATING PRODUCTION EFFICIENCY IN COMPLEX TRANSPORT SYSTEMS." World of transport and technological machines 87, no. 4-1 (2024): 112–18. https://doi.org/10.33979/2073-7432-2024-4-1(87)-112-118.

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The article develops a model for evaluating the effectiveness of a complex transport system based on the use of an information criterion to assess the effectiveness of actions to restructure it. The measure of the amount of information entered into a logistics transport complex system to eliminate the uncertainty of behavior, both of the system itself and of individual events, is taken as a parameter of the information criterion. At the same time, the developed model ensures the unity of efficiency meters in logistics transport systems, since it is based on methods for predicting the value of
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Popovych, O. M., and I. V. Golovan. "COMPLEX DESIGN TOOLS FOR IMPROVEMENT OF ELECTROMECHANICAL SYSTEMS WITH INDUCTION MOTORS." Tekhnichna Elektrodynamika 2022, no. 2 (2022): 52–59. http://dx.doi.org/10.15407/techned2022.02.052.

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The stages, methodology and complex design tools of electromechanical systems with inductions motors are substantiated. A quantitative assessment of the possibilities of increasing their economic efficiency using complex design according to the criterion of maximum income is provided. The expressions of complex criteria of efficiency, complex mathematical models and research methods are substantiated. The change in economic efficiency is determined when the value of design parameters deviates from the optimal value. Using the developed means of complex design can increase economic efficiency b
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Reid, Donald W., and Bernard V. Tew. "An Evaluation of Expected Value and Expected Value-Variance Criteria in Achieving Risk Efficiency in Crop Selection." Northeastern Journal of Agricultural and Resource Economics 16, no. 2 (1987): 93–101. http://dx.doi.org/10.1017/s0899367x00001422.

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This article evaluates the performance of expected value and expected value-variance criteria in achieving risk efficiency in crop selection. Results indicate that the expected returns criterion achieves risk efficiency in many situations because of constraints. However, in the absence of many constraints the expected returns criterion performs poorly except when highly mean-dominant activities are present. The expected value-variance criterion achieves a high degree of risk efficiency for all situations examined. This result implies that criteria more complex than expected value-variance are
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Babchuk, S. M., Т. V. Humeniuk, and I. T. Romaniv. "MATHEMATICAL MODELS PRODUCTIVITY OF CLUSTER SYSTEM BASED ON RASPBERRY PI 3B+." Radio Electronics, Computer Science, Control 1, no. 1 (2021): 46–56. http://dx.doi.org/10.15588/1607-3274-2021-1-5.

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Context. High-performance computing systems are needed to solve many scientific problems and to work with complex applied problems. Previously, real parallel data processing was supported only by supercomputers, which are very limited and difficult to access. Currently, one way to solve this problem is to build small, cheap clusters based on single-board computers Raspberry Pi.
 Objective. The goal of the work is the creation of a complex criterion for the efficiency of the cluster system, which could properly characterize the operation of such a system and find the dependences of the per
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Zagirnyak, М., I. Alieksieieva, I. Konoh, and T. Korenkova. "EXTREME CONTROL SYSTEM FOR PUMP COMPLEX BY THE CRITERION OF MAXIMUM EFFICIENCY." Tekhnichna Elektrodynamika 2019, no. 1 (2019): 79–84. http://dx.doi.org/10.15407/techned2019.01.079.

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Solovyov, N. V., and M. Yu Karelina. "Information criterion model for assessing production efficiency in various modes of transport." Transport Technician: Education and Practice 6, no. 2 (2025): 176–81. https://doi.org/10.46684/2687-1033.2025.2.176-181.

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A model for forecasting the state of a complex transport system is being developed, based on the use of an information criterion for assessing the effectiveness of actions to restructure it. The measure of the amount of information introduced into a complex logistics transport system to eliminate the uncertainty of behavior, both of the system itself and of individual events, is taken as a parameter of the information criterion. At the same time, the developed model ensures the unity of efficiency measures in logistics transport systems, since it is based on methods for forecasting the value o
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Cherepashkov, Andrei A., and Pavel A. Samoylov. "Modeling and analysis of the effectiveness of dynamic models of complex automated systems of machine-building production." MATEC Web of Conferences 224 (2018): 02053. http://dx.doi.org/10.1051/matecconf/201822402053.

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The article discusses the problem of choosing an efficiency criterion for constructing dynamic models necessary for organizing the management of the design and operation of integrated automated design systems in engineering. The results of comparison of analytical and experimental graphs of integral criterion dynamics in complex projects are presented.
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Ryadnov, A. I., O. A. Fedorova, and S. Yu Fandeev. "Methodology for assessing the energy efficiency of technical means for harvesting Sudanese grass." IOP Conference Series: Earth and Environmental Science 965, no. 1 (2022): 012054. http://dx.doi.org/10.1088/1755-1315/965/1/012054.

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Abstract The article discusses the design features of the developed technical means for hay bales loading, transporting and unloading, which makes it possible to exclude its downtime when loading bales. The technical means use effectiveness comprehensive assessment method that combine several operations for Sudan grass harvesting for seeds and fodder for cattle is proposed. The methodology includes the following stages: the choice of factors affecting the technical means use efficiency; the substantiation of particular performance indicators, selected from the set of possible ones according to
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Savelyev, A. V., and S. G. Yurchenko. "COMPOSITION AND EFFICIENCY OF COMPLEX RECLAMATION OF THE VOLGA-AKHTUBA FLOODPLAIN." Vestnik scientific and methodological council in environmental engineering and water management, no. 21 (2021): 56–64. http://dx.doi.org/10.26897/2618-8732-2021-21-56-64.

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The article deals with the methodology of research on changes in the natural environment against the background of specific anthropogenic activities. For this purpose, the composition and effectiveness of the system of land reclamation, water management and fisheries management measures of the Volga-Akhtuba River are considered. The existing regulatory and methodological documents are used as a regulatory framework for the quantitative assessment of economic and environmental effects and damages. As a criteri-on for the overall effectiveness of various scenarios for the development of complex
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Sendetskyi, M. M. "THE METHODOLOGY FOR DETERMINING THE MOBILITY RATE OF THE COMPLEX FOR THE ASSEMBLY AND LAYING OF RAILWAY TRACKS." Science and Transport Progress, no. 12 (September 25, 2006): 198–201. http://dx.doi.org/10.15802/stp2006/18867.

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Dissertations / Theses on the topic "Complex efficiency criterion"

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Кочерга, Олександр Іванович. "Підвищення ефективності лінійних імпульсних електромеханічних перетворювачів за рахунок мультиякірних конфігурацій". Thesis, Національний технічний університет "Харківський політехнічний інститут", 2020. http://repository.kpi.kharkov.ua/handle/KhPI-Press/49202.

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Дисертація на здобуття наукового ступеня кандидата технічних наук за спеціальністю 05.09.01 "Електричні машини й апарати" (14 – Електрична інженерія) – Національний технічний університет "Харківський політехнічний інститут", м. Харків, 2020 р. Дисертаційна робота присвячена удосконаленню лінійних імпульсних електромеханічних перетворювачів за рахунок мультиякірних конфігурацій. Для досягнення цієї мети були поставлені задачі: – провести аналіз конструкцій та сфер використання лінійних імпульсних електромеханічних перетворювачів індукційного, електродинамічного і електромагнітного типів в якост
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Кочерга, Олександр Іванович. "Підвищення ефективності лінійних імпульсних електромеханічних перетворювачів за рахунок мультиякірних конфігурацій". Thesis, Національний технічний університет "Харківський політехнічний інститут", 2020. http://repository.kpi.kharkov.ua/handle/KhPI-Press/49201.

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Дисертація на здобуття наукового ступеня кандидата технічних наук за спеціальністю 05.09.01 "Електричні машини й апарати" (14 – Електрична інженерія) – Національний технічний університет "Харківський політехнічний інститут", м. Харків, 2020 р. Дисертаційна робота присвячена удосконаленню лінійних імпульсних електромеханічних перетворювачів силового та швидкісного призначення за рахунок використання декількох якорів, що взаємодіють з обмоткою індуктора. В дисертаційній роботі проведено аналіз конструкцій та сфер використання лінійних імпульсних електромеханічних перетворювачів індукційного, ел
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Latif, Abu Hena M. Mahbub-ul. "Efficiency and Robustness Issues in Complex Statistical Designs for Two-Color Microarray Experiments." Doctoral thesis, 2005. http://hdl.handle.net/11858/00-1735-0000-0006-B400-8.

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Books on the topic "Complex efficiency criterion"

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Grigoryan, Ekaterina. Integrated quality management system at the enterprises of the military-industrial complex. INFRA-M Academic Publishing LLC., 2021. http://dx.doi.org/10.12737/1095033.

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In modern conditions, an integrated quality management system (ISMC) that meets the requirements of several international standards and contributes to improving the efficiency of enterprise management, creating conditions for its sustainable development, as well as the competitiveness of the enterprise and its products is becoming more and more popular.
 The monograph considers theoretical and methodological approaches to quality management at the enterprise. The relevance of the application of an integrated quality management system, including at the enterprises of the military-industria
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Naumov, Vladimir. Markets information and communication technology and sales organization. INFRA-M Academic Publishing LLC., 2020. http://dx.doi.org/10.12737/21026.

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In the textbook sets out the basic information about the structure of markets, information and communication technologies (ICT), the methods of their research, assessing the attractiveness and forecasting, criteria and methods of segmentation. Deals with the organization of the sales Department of an IT company, involving analysis of organizational forms, population division, methods of remuneration and non-material incentives for experts dealing with sales of ICT products. Sets out the methodology for strategic sales of complex IT solutions, the technique of negotiation and the basics of neur
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Book chapters on the topic "Complex efficiency criterion"

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Salomon, Julian, Matteo Broggi, and Michael Beer. "Resilience-Based Decision Criteria for Optimal Regeneration." In Regeneration of Complex Capital Goods. Springer International Publishing, 2024. http://dx.doi.org/10.1007/978-3-031-51395-4_20.

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AbstractComplex capital goods, such as jet engines, are critical to the functioning of modern societies. These sys- tems are exposed to various threats that cannot be prevented entirely. Thus, the concept of resilience – encompassing reliability as well as robustness and recovery in the presence of a disruptive event – is combined with efficient reliability methods to support decision making for complex capital goods. As fundamental step, the current work addresses the generation of a functional model from a physical model based on sensitivity analyses. The developed resilience analysis framew
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Turkin, Igor, and Aleksandr Vdovitchenko. "Energy-Efficient Scheduling for Portable Computers as Bi-Criteria Optimization Problem." In Green IT Engineering: Concepts, Models, Complex Systems Architectures. Springer International Publishing, 2016. http://dx.doi.org/10.1007/978-3-319-44162-7_5.

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Kulivnuk, Volodymyr, Ivan Kuzmin, Oleksandr Hladkyi, Alexander Gertsiy, Tetiana Tkachenko, and Tetiana Shparaga. "Theoretical Fundamentals of Criteria for Evaluation of Efficiency, Quality and Optimization of Complex Informatiology Systems." In Proceedings of Eighth International Congress on Information and Communication Technology. Springer Nature Singapore, 2023. http://dx.doi.org/10.1007/978-981-99-3091-3_26.

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Gavrilov, Vladimir, and Vladimir Zhukov. "Selection of the Ship's Propulsion Complex Taking into Account the Criteria of Energy Efficiency of the Ship Power Plant." In International Scientific Siberian Transport Forum TransSiberia - 2021. Springer International Publishing, 2022. http://dx.doi.org/10.1007/978-3-030-96380-4_143.

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Levchenko, Iaroslava, Vasil Babailov, Iryna Kyrchata, and Igor Britchenko. "Increasing the efficiency of management of the industry through eliminating its non-existing part – the illusory practice of management in conditions of complete determination and complete undetermination." In STRATEGIC-ORIENTED MANAGEMENT OF THE TRANSPORT INDUSTRY: LOGISTICS APPROACHES, INNOVATIVE SOLUTIONS AND MANAGEMENT MODELS. TECHNOLOGY CENTER PC, 2025. https://doi.org/10.15587/978-617-8360-14-6.ch1.

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In recent years, significant progress has been made in risk management. Moreover, along with risk management, new concepts have been introduced: risk management, risk economics, risk engineering, risk administration and risk production; a new, basic, general and professional criterion for dividing risks (into economic, engineering, administrative and production) has been established; the interpretation of the elements of risk content has been clarified: certainty and uncertainty, in particular, their minimum and maximum values. However, most scientists consider the idea of the existence of suc
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Echahed, Rachid, Mnacho Echenim, Mehdi Mhalla, and Nicolas Peltier. "A Strict Constrained Superposition Calculus for Graphs." In Lecture Notes in Computer Science. Springer Nature Switzerland, 2023. http://dx.doi.org/10.1007/978-3-031-30829-1_7.

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AbstractWe propose a superposition-based proof procedure to reason on equational first order formulas defined over graphs. First, we introduce the considered graphs that are directed labeled graphs with lists of roots standing for pins or interfaces for replacements. Then the syntax and semantics of the considered logic are defined. The formulas at hand are clause sets built on equations and disequations on graphs. Afterwards, a sound and complete proof procedure is provided, and redundancy criteria are introduced to dismiss useless clauses and improve the efficiency of the procedure. In a fir
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Haselsteiner, Edeltraud, Marielle Ferreira Silva, and Željka Kordej-De Villa. "Climatic, Cultural, Behavioural and Technical Influences on the Indoor Environment Quality and Their Relevance for a." In Future City. Springer International Publishing, 2021. http://dx.doi.org/10.1007/978-3-030-71819-0_10.

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AbstractResearch about indoor comfort in future years will increasingly be guided by the pressing need for decarbonizing the built environment due to climate change. Health, efficiency, and satisfaction of work and the feeling of comfort are largely determined by the interior criteria. The sustainable indoor environment is a result of complex factors: air conditioning (ventilation), indoor temperature, heating methods, lighting, and acoustic. This chapter explores and analyzes climatic, cultural, and behavioral factors that play an important role and have an influence on technology for an indo
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Welzel, Kira, Anna-Sophia Wilde, Yasin Bulut, Max Juraschek, and Christoph Herrmann. "Framework for Modeling and Evaluating Information Flows in Flexible Manufacturing Systems." In Zukunftstechnologien für den multifunktionalen Leichtbau. Springer Fachmedien Wiesbaden, 2024. https://doi.org/10.1007/978-3-658-45889-8_12.

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AbstractIn the manufacturing industry, flexible manufacturing systems (FMS) are gaining importance in meeting the demand for product customization while maintaining high manufacturing efficiency. The digitization of physical manufacturing additionally expands the relevance of industrial communication networks, resulting in complex interactions of material, energy and information flows that pose challenges for the manufacturing system design. Existing decision support frameworks for the design of FMS mainly incorporate the evaluation of the material flow. A holistic view of FMS requires the con
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Cohen, Albert, Wolfgang Dahmen, and Ron DeVore. "State Estimation—The Role of Reduced Models." In SEMA SIMAI Springer Series. Springer International Publishing, 2022. http://dx.doi.org/10.1007/978-3-030-86236-7_4.

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AbstractThe exploration of complex physical or technological processes usually requires exploiting available information from different sources: (i) physical laws often represented as a family of parameter dependent partial differential equations and (ii) data provided by measurement devices or sensors. The amount of sensors is typically limited and data acquisition may be expensive and in some cases even harmful. This article reviews some recent developments for this “small-data” scenario where inversion is strongly aggravated by the typically large parametric dimensionality. The proposed con
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Tamashiro, Kanato, Raya Karlibaeva, and Diana Stepanova. "Conceptual and Methodological Foundations of Multi-Criteria Selection of Priority Projects Energy-Efficient Projects for the Development of Large Industrial Complexes." In Contributions to Management Science. Springer Nature Switzerland, 2024. http://dx.doi.org/10.1007/978-3-031-51532-3_12.

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Conference papers on the topic "Complex efficiency criterion"

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Liu, Heyuan, Yi Zhao, and Fran�ois Mar�chal. "On the role of artificial intelligence in feature oriented multi-criteria decision analysis." In The 35th European Symposium on Computer Aided Process Engineering. PSE Press, 2025. https://doi.org/10.69997/sct.175488.

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Balancing economic and environmental goals in industrial applications is critical amid challenges like climate change. Multi-objective optimization (MOO) and multi-criteria decision analysis (MCDA) are key tools for addressing conflicting objectives. MOO generates viable solutions, while MCDA selects the optimal option based on key performance indicators such as profitability, environmental impact, safety, and efficiency. However, large datasets pose a challenge in selecting the preferred solution during the MCDA process This study introduces a novel machine learning-enhanced MCDA framework an
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Maier, Simon, Julia Weyand, Ginif Kaur, Oliver Erdmann, and Ralph-Uwe Dietrich. "A Framework Utilizing a Seamless Integration of Python with AspenPlus� for a Multi-Criteria Process Evaluation." In The 35th European Symposium on Computer Aided Process Engineering. PSE Press, 2025. https://doi.org/10.69997/sct.184450.

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Detailed assessment of fuel production processes at an early stage of a project is crucial to identify potential technical challenges, optimize efficiency and minimize costs and environmental impact. While process simulations often are either very rigid and accurate or very flexible and unprecise, informed decision making can only be maintained by establishing a detailed process model as early as possible within the project lifecycle while keeping relevant aspects of the process flexible enough. In this work, we present the development of a framework based on a dynamic interface between AspenP
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Lezhniuk, Petro, Yulia Malogulko, and Victoriia Lastivka. "SELECTION OF BALANCING METHODS FOR LOCAL POWER SYSTEMS WITH RENEWABLE ENERGY SOURCES." In 17th IC Measurement and Control in Complex Systems. VNTU, 2024. https://doi.org/10.31649/mccs2024.4-10.

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The analysis of power balancing issues in electric power systems related to the unstable energy generation by solar and wind power plants, which depends on natural conditions, was carried out in this work. Such variability is especially noticeable during sudden weather changes, when the performance of renewable energy sources (RES) can fluctuate significantly, affecting the stability of power supply. The research focuses on the issues of capacity reservation, which is key to the reliability of the power system, especially during peak consumption periods. The use of electrochemical storage devi
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Proykov, Mladen, and Neli Simeonova. "Study of the possibilities for optimization of reactive power according to the criterion "electric power quality" in the power supply system of a port complex." In 2022 8th International Conference on Energy Efficiency and Agricultural Engineering (EE&AE). IEEE, 2022. http://dx.doi.org/10.1109/eeae53789.2022.9831288.

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Petrychko, Mykola, and Serhiy Shtovba. "COMPARATIVE ANALYSIS OF REVIEWER ASSIGNMENT ALGORITHMS FOR PHD-THESES COMMITTEES." In 17th IC Measurement and Control in Complex Systems. VNTU, 2024. https://doi.org/10.31649/mccs2024.5-11.

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In Ukraine, PhD theses are defended in one-time committees, which are formed manually. This can take a lot of time, and at the same time, the expertise of the selected members can be questionable, not to mention the corruption risks. Therefore, the automation of the process of assigning committees is important. In this work, a comparative analysis of algorithms for assigning reviewers based on assignment quality criteria and resource costs for finding members of the one-time committee is carried out. The subject of a thesis and the subject of the articles of potential committee members are rep
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PINO MUÑOZ, D. "A phase-field numerical framework to study ductile damage to fracture transition: An application to material forming processes." In Material Forming. Materials Research Forum LLC, 2023. http://dx.doi.org/10.21741/9781644902479-173.

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Abstract. In this work we present a phase-field based method to accurately predict the nucleation and evolution of damage. The damage pattern is then used as a criterion for automatic, remeshing-based, 3D crack insertion and propagation. The proposed framework has been implemented in Forge® finite element software and it offers a robust numerical tool for the modeling of damage to fracture transition in complex industrial processes. A bar shearing simulation will be used to show the robustness and efficiency of the approach. The flexibility of the approach is presented through the use of diffe
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Dubovoi, Volodymyr, Yaroslav Dzyubenko, and Maria Yukhymchuk. "STUDY OF SCENARIOS OF COOPERATIVE LEARNING OF DISTRIBUTED SYSTEMS COORDINATORS." In 17th IC Measurement and Control in Complex Systems. VNTU, 2024. https://doi.org/10.31649/mccs2024.5-05.

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Distributed systems are becoming more and more common in energy, telecommunications, transportation, etc. Centralized management of such systems is unreliable in war, climatic disasters, cyber attacks and other critical circumstances. Decentralization allows to increase the stability and reliability of distributed systems, but it requires management coordination. Coordinators determine the optimal setting for local control systems, for which they provide forecasting, clustering, estimation of uncertain parameters, system modeling, and optimization modules. For the implementation of coordinatio
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Sun, Yuqi, Li Liu, Haichao Jiang, et al. "Research on the Rock Cutting Mechanism of Non-Planar PDC Cutters Based on the Drucker-Prager Criterion." In 57th U.S. Rock Mechanics/Geomechanics Symposium. ARMA, 2023. http://dx.doi.org/10.56952/arma-2023-0556.

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ABSTRACT Non-planar PDC cutters are widely used to solve these problems of wear and breakage of conventional PDC cutters when drilling hard rock formations. In this paper, the finite element method is adopted to study the rock-breaking characteristics of non-planar PDC cutters. The effects of the cutting parameters on the rock-breaking efficiency of a non-planar PDC cutter are analyzed. The mechanical specific energy (MSE) of non-planar PDC cutters is smaller. The rate of penetration (ROP) is higher, and the aggressiveness is stronger. The influence of different cutting parameters on the rock-
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Pöhler, Michael, Stefan Gerlach, Kristian Höchel, Tino Mengdehl, and Paul Uwe Thamsen. "Linking Efficiency to Functional Performance by a Pump Test Standard for Wastewater Pumps." In ASME/JSME/KSME 2015 Joint Fluids Engineering Conference. American Society of Mechanical Engineers, 2015. http://dx.doi.org/10.1115/ajkfluids2015-33763.

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Upcoming Energy related Products (ErP) regulations on wastewater pumps by the European Commission will affect all pump manufacturers and operators of wastewater systems. Hence, the preparation of efficiency standards for wastewater pumps is intensively accompanied by input from the affected stakeholders and experts of different fields [1]. The previous approaches of ErP regulations, as in lot 11 (Electric motors, Ventilation fans, Circulators in buildings, Electric pumps), focus only on efficiency. However, when applying the philosophy of Ecodesign directly to wastewater pumps, the complex flo
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Alibekov, M. R. "Diagnosis of Plant Biotic Stress by Methods of Explainable Artificial Intelligence." In 32nd International Conference on Computer Graphics and Vision. Keldysh Institute of Applied Mathematics, 2022. http://dx.doi.org/10.20948/graphicon-2022-728-739.

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Methods for digital image preprocessing, which significantly increase the efficiency of ML methods, and also a number of ML methods and models as a basis for constructing simple and efficient XAI networks for diagnosing plant biotic stresses, have been studied. A complex solution has been built, which includes the following stages: automatic segmentation; feature extraction; classification by ML models. The best classifiers and feature vectors are selected. The study was carried out on the open dataset PlantVillage Dataset. The single-layer perceptron (SLP) trained on a full vector of 92 featu
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Reports on the topic "Complex efficiency criterion"

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Karam, Sofia, Morteza Nagahi, Vidanelage Dayarathna, Junfeng Ma, Raed Jaradat, and Michael Hamilton. Integrating systems thinking skills with multi-criteria decision-making technology to recruit employee candidates. Engineer Research and Development Center (U.S.), 2021. http://dx.doi.org/10.21079/11681/41026.

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The emergence of modern complex systems is often exacerbated by a proliferation of information and complication of technologies. Because current complex systems challenges can limit an organization's ability to efficiently handle socio-technical systems, it is essential to provide methods and techniques that count on individuals' systems skills. When selecting future employees, companies must constantly refresh their recruitment methods in order to find capable candidates with the required level of systemic skills who are better fit for their organization's requirements and objectives. The pur
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M'Causland Sánchez, María Cecilia, Catalina Flórez Salazar, José Luis Benavides, and María Eugenia Roca. Public Procurement in Latin America and the Caribbean and IDB-financed project: a Normative and Comparative Study. Inter-American Development Bank, 2016. http://dx.doi.org/10.18235/0010665.

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In recent years, Latin American and Caribbean (LAC) countries have madeimportant advances in the modernization of their public procurement systems. The Inter-American Development Bank (IDB), with the aim of maintaining and deepening its commitment to LAC countries under its development effectiveness framework, has been adapting the approach to procurement in projects to ensure that internationally accepted standards and good market practices are followed, while assisting countries efficiently and effectively in a changing environment. This study presents a comparative analysis of the normative
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Kontou, Eleftheria, Yen-Chu Wu, and Jiewen Luo. Electric Vehicle Infrastructure Plan in Illinois. Illinois Center for Transportation, 2022. http://dx.doi.org/10.36501/0197-9191/22-023.

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We study the allocation of dynamic electric vehicle charging investments from the policymaker’s perspective, which aims to meet statewide emission-reduction targets for the Illinois passenger vehicle sector. We determine statewide charging deployment trajectories over a 30-year planning horizon and estimate their emission reduction. Electric vehicle demand functions model the electrified vehicle market growth and capture network externalities and spatial heterogeneity. Our analysis indicates that most chargers need to be deployed in the first 10 to 15 years of the transition to allow benefits
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Corriveau, L., and E. G. Potter. Advancing exploration for iron oxide-copper-gold and affiliated deposits in Canada: context, scientific overview, outcomes, and impacts. Natural Resources Canada/CMSS/Information Management, 2024. http://dx.doi.org/10.4095/332495.

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The Geo-mapping for Energy and Minerals (GEM) and Targeted Geoscience Initiative (TGI) programs conducted extensive collaborative research on mineral systems with iron oxide-copper-gold (IOCG) and affiliated deposits in prospective settings of Canada. Regional alteration mapping as well as geochemical and geophysical modelling undertaken under the GEM program documented the evolution of polymetallic metasomatic systems with iron-oxide and alkali-calcic alteration and led to an increased recognition of the mineral potential of poorly explored areas and historic deposits of the Great Bear magmat
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Gates, Allison, Michelle Gates, Shannon Sim, Sarah A. Elliott, Jennifer Pillay, and Lisa Hartling. Creating Efficiencies in the Extraction of Data From Randomized Trials: A Prospective Evaluation of a Machine Learning and Text Mining Tool. Agency for Healthcare Research and Quality (AHRQ), 2021. http://dx.doi.org/10.23970/ahrqepcmethodscreatingefficiencies.

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Background. Machine learning tools that semi-automate data extraction may create efficiencies in systematic review production. We prospectively evaluated an online machine learning and text mining tool’s ability to (a) automatically extract data elements from randomized trials, and (b) save time compared with manual extraction and verification. Methods. For 75 randomized trials published in 2017, we manually extracted and verified data for 21 unique data elements. We uploaded the randomized trials to ExaCT, an online machine learning and text mining tool, and quantified performance by evaluati
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