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检索条件"任意字段=International Conference on Complex Systems: Control and Modeling Problems"

共 12245 条记录，以下是761-770 订阅

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Proceedings - 2022 4th international conference on control systems, Mathematical modeling, Automation and Energy Efficiency, SUMMA 2022

Proceedings - 2022 4th International Conference on Control S...

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4th international conference on control systems, Mathematical modeling, Automation and Energy Efficiency, SUMMA 2022

ISBN: (纸本)9781665456593

The proceedings contain 187 papers. The topics discussed include: stochastic discrete model for hierarchical control of expenditure;control mechanisms for large company's branch production with supervised learning;binary model of restructuring the technology complex of economy;on the new inference control strategy in the resolution method;combined nonlinear control system for non-affine multi-loop plant with control and state delays;a problem with free boundaries in medicine;combined nonlinear control system for non-affine multi-loop plant with control and state delays;a problem with free boundaries in medicine;analysis of the multi-criteria decision-making problem under conditions of heterogeneous interval uncertainty;approximation of curves in phase space by solutions of control system;optimization of compositions of refractory composites using mathematical experiment planning;features of the formation of information support for space simulators;simulation of the stress state of an anisotropic body of revolution under the action of a non-axisymmetric load;approaches to the research of the effectiveness of information processes;and methods for research the effectiveness of purposeful information processes.

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Calculation of the Economy Technological complex Structural Management

Calculation of the Economy Technological Complex Structural ...

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international conference on control systems, Mathematical Modelling, Automation and Energy Efficiency (SUMMA)

作者： Vladislav B. Gusev Laboratory of Smart Control Systems Trapeznikov Institute of Control Sciences V.A of RAS Moscow Russian Federation

Two approaches to the calculation of structural management of the technological complex of the economy are considered: consolidated – using the optimizing model of multi-product reproduction and local – using the balance model of final consumption. The models use vector input-output balance ratios, a method for solving bilinear programming problems with additional constraints, methods for such transformations and spectral analysis of technological matrices, and algorithms for finding stable solutions. The justifications of the developed methods and proofs of their correctness are given. The novelty of the models lies in the choice of the productivity criterion, the formulation of the optimization problem with the control vectors of output volumes and prices, as well as in the developed apparatus for calculating macroeconomic indicators and analyzing the results. The models under consideration have been brought to software implementation. Calculations were made using statistical data of the Russian Federation. The results obtained make it possible to evaluate the effect of the proposed restructuring approaches, as well as to compare them.

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Overview of Closed-Loop control systems and Artificial Intelligence Utilization in Greenhouse Farming

Overview of Closed-Loop Control Systems and Artificial Intel...

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IEEE international conference on Omni-Layer Intelligent systems (IEEE COINS)

作者： Walczuch, Dominik Nitzsche, Tim Seidel, Tim Schoning, Julius Osnabruck Univ Appl Sci Fac Engn & Comp Sci Osnabruck Germany

ISBN: (数字)9781665483568

ISBN: (纸本)9781665483568

The increased demand for agricultural land and the more frequent occurrence of extreme weather conditions lead to increased greenhouses usage in agriculture. Greenhouses offer an efficient alternative to traditional agriculture as all environmental parameters are controlled, leading to a higher yield per land use. In older greenhouses, the different environmental factors are set manually, resulting in unfavorable climate conditions due to over- and undershoots of the factors. Optimizing environmental conditions, closed-loop control systems (CLCS) are used to reduce the susceptibility to over- and undershoots as well as to disturbance variables. The greenhouse actuators respond to various input values bringing changes to the environmental parameters. For controlling the actuators, artificial intelligence (AI) offers the potential to control the environmental parameters more accurately than a simple CLCS. With the help of predicting the influence of actuators regarding the greenhouse climate, AI-based climate systems might outperform CLCS systems and human experts. This paper provides an overview of the different architectures in which AI is used for controlling complex systems and discusses its potential for greenhouses. The results will show that AI offers the possibility for yield increase and resources saving.

关键词： sustainable agriculture artificial intelligence (AI) closed-loop control system (CLCS) greenhouse greenhouse system (GHS) modeling hydroponics machine learning (ML)

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How the Human Factors Approach Improves Process Safety - Applying FRAM (Functional Resonance Analysis Method) to Analyze Risks and Accidents 10

How the Human Factors Approach Improves Process Safety - App...

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10th Latin American conference on Process Safety 2024, CCPS 2024

作者： Eduardo Maia França, Josué Petrobras - Petróleo Brasileiro SA Rio de Janeiro Brazil

ISBN: (纸本)9798331310523

Since the first process plants of the First Industrial Revolution, loss of containment has been the precursor to the chain of events that leads to an accident. Therefore, the ability to identify, understand and correct containment losses, regardless of their size, is a fundamental necessity for process safety, since its inception. Thus, continuing to use linear methodologies and concepts, such as FTA (Fault Tree Analysis) in a complex sociotechnical workplace with extremely critical process variables, the identification of failures and problems will be limited, restricted, if not inadequate. In the same way that process plants have evolved, it is also necessary, to the same extent, for the evolution of safety management systems, ensuring that projects, risk assessments and the investigation of process accidents are able to provide solutions appropriate to the complexity and criticality of process plants. In this sense, FRAM (Functional Resonance Analysis Method) is a methodology that allows non-linear connections in modeling the functioning of a process, identifying complex couplings and connections of current industrial process plants, such as the process plant of an FPSO (Floating Production Storage and Offloading). Taking this process plant as an example, this study presents the reanalysis of the FPSO CSM accident, which in 2015, after the loss of containment of the primary process, an explosion occurred, causing the loss of the process plant and the fatality of nine workers. The results of these reanalyzes demonstrated that proximal causes, such as human errors and equipment failures, have a partial contribution to process safety. It is the organizational factors, such as culture, hierarchical levels, procedures, annual budgets, and mergers that have been identified as the major contributors to process safety, producing profound and permanent changes in the company's organizational structures. © CCPS *** rights reserved.

关键词： Budget control

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An approach to Quantum Annealing-based workforce assignment in manufacturing systems 56

An approach to Quantum Annealing-based workforce assignment ...

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56th CIRP international conference on Manufacturing systems, CIRP CMS 2023

作者： Wu, Xiangqian Schworm, Philipp Yi, Li Glatt, Moritz Aurich, Jan C. RPTU Kaiserslautern P.O. Box 3049 Kaiserslautern67653 Germany

Workforce assignment (WA) is a crucial aspect of production planning and control. However, current global crises have led to workforce absence and skill shortages. To tackle these challenges, a short-term WA approach is necessary for manufacturing systems flexibility and workforce health. Conventional methods for WA face complexity issues due to complex manufacturing systems, requiring substantial computation time. A Quantum Annealing-based WA approach is proposed in this paper to allocate tasks and shifts to workers. The proposed method is validated in a use case, showing improved solution quality compared to traditional methods. © 2023 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY-NC-ND license (https://***/licenses/by-nc-nd/4.0) Peer-review under responsibility of the scientifc committee of the 56th CIRP international conference on Manufacturing systems 2023.

关键词： combinatorial optimization problems manufacturing systems Quantum Annealing shift planning Workforce assignment

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Integration of optimal engine and driveline controllers to minimize driveline clunk and shuffle 3

Integration of optimal engine and driveline controllers to m...

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3rd modeling, Estimation and control conference (MECC)

作者： Reddy, Prithvi Wang, Xin Shahbakhti, Mahdi Naber, Jeff Ravichandran, Maruthi Doering, Jeff Michigan Technol Univ Engn Mech Dept Mech Engn Houghton MI 49931 USA Ford Motor Co Dearborn MI USA Univ Alberta Mech Engn Dept Edmonton AB Canada

ISBN: (纸本)9781713872344

Automotive control algorithms have been moving from traditional, rule-based control algorithms to optimal, model-based control algorithms. While the model-based algorithms have shown to provide better control performance over a wide range of use cases with reduced calibration efforts, it is challenging to integrate multiple model-based controllers that are developed independently to address different control objectives. In this work, a nonlinear model predictive engine controller designed for torque tracking is integrated with a reference governor-based driveline controller designed to reduce vehicle drivability problems known as clunk and shuffle. The design of both controllers is discussed and their individual performance is demonstrated for real-world test conditions and realistic driving scenarios. Then, the integration between the two optimal controllers is discussed and a proof of concept use case showing the coordinated control between the two optimal controllers is presented. The results illustrate that without coordination between the two controllers neither of them are able to meet their original control objectives.

关键词： automotive control model-predictive control reference governor optimal control coordinated control driveline torque shaping

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Revisiting the “Problem” and Its Structure

Revisiting the “Problem” and Its Structure

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Technology Enhanced Learning in Higher Education (TELE), international conference on

作者： Sophiya Rumovskaya Kaliningrad Branch of the Federal Research Center “Computer Science and Control” of the Russian Academy of Sciences Kaliningrad Russia

ISBN: (数字)9798350353532

ISBN: (纸本)9798350353549

Currently, we can see the significant variety of processed information and the unprecedented rate of increase in its volumes as well as the ambiguity of the assessment of situations, errors in the choice of priorities, and inconsistency of requirements. All of this contribute to the increasingly frequent emergence of situations with insufficiently identified or detected conditions and with an uncertain goal in various areas, namely, problems. Often problems are amorphous formations, without (or with partial) pre-assignment and formulation. It is urgent now to train future specialists, which will be able to identify problems, formulate them and overcome them within team working. Hence, the development of models and methods for identifying the structure of the problem is relevant either for education and training of future personnel or for researchers and developers of decision support systems regarding complex practical problems in social, economic, and production systems. The success of overcoming a problem depends on the quality of its formulation. The work discusses approaches to defining the concept of “problem” as well as its structure.

关键词： Training Decision support systems Production systems Biological system modeling Teamwork Personnel Socioeconomics

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Real-time Job control: Models and Algorithms 3

Real-time Job Control: Models and Algorithms

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3rd international conference on control systems, Mathematical modeling, Automation and Energy Efficiency, SUMMA 2021

作者： Kononov, Dmitry Furugyan, Meran Russ. State Univ. for the Humanities Institute of Control Sciences of Russian Academy of Sciences Moscow Russia Federal Research Center Computer Science and Control of Russian Academy of Sciences Moscow Russia

ISBN: (纸本)9781665439817

The problems of designing real-time computing systems are considered. Models and methods for the realization of tasks for performing complex work are proposed. This is the basis for the development of mathematical support for real-time systems. The developed tools allow solving the problems of compiling an admissible schedule for the execution of processes, synchronizing computations, dynamic memory allocation, etc. We present new algorithms for constructing an admissible (a) uniprocessor schedule with interruptions in the presence of precedence relations between jobs are presented;(b) multiprocessor schedule with interrupts at given directive intervals without precedence relations;(c) multi-processor schedule, taking into account the costs of processing interrupts and switches. © 2021 IEEE.

关键词： Real time systems

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Forecasting Short-Term Load Profiles in Distribution Networks Using Machine Learning 7

Forecasting Short-Term Load Profiles in Distribution Network...

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7th international Youth conference on Radio Electronics, Electrical and Power Engineering, REEPE 2025

作者： Aleksandr, Sorokin Roman, Maltsev Andrey, Yablokov Vladislav, Titov Ivanovo State Power Engeneering University (ISPU) Electric Systems Department Ivanovo Russian Federation Ivanovo State Power Engeneering University (ISPU) Electric Power Systems Automatic Control Department Ivanovo Russian Federation

ISBN: (纸本)9798331531836

The article is devoted to the development of a machine learning model for forecasting short-term load profiles of various consumers at balance demarcation points in 6(10) kV distribution networks. The analysis, processing of initial data, training of the machine learning model, and interpretation of research results were carried out in the MATLAB software suite using the Statistics and Machine Learning Toolbox module. The assessment of the impact of forecasting errors on the operational regime of the electrical network was performed through automated modeling of distribution network operating modes using the real-time simulation software and hardware complex RTDS (Real-Time Digital Simulator). © 2025 IEEE.

关键词： demand forecasting forecasting machine learning power distribution networks

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SIMUV: Model-based Configuration Management for Simulink Models 22

SIMUV: Model-based Configuration Management for Simulink Mod...

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ACM/IEEE 25th international conference on Model Driven Engineering Languages and systems (MODELS)

作者： Nguyen, Tien N. Univ Texas Dallas Richardson TX 75083 USA

ISBN: (纸本)9781450394673

To transform the development of complex systems, developers leverage model-based design by systematically using models throughout the entire process. Simulink model is a block diagram environment used to design systems with multi-domain models, simulate before implementation. Keeping different versions of Simulink models is important for the evolution of the design of a complex system. However, the existing state-of-the-art approaches and tools for version control (VC) and configuration management (CM) for the models are still limited to text-based, which treats the source code of the models as texts. This hinders the understanding of model evolution due to the mismatch between the developers' intention and text-based modeling of changes. We propose SIMUV, a VC/CM system that integrates the graph structures of the Simulink models and represents the model's entities and their changes explicitly.

关键词： Version control Software Configuration Management Simulink Model Model-based Software Development

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