2022 23rd International Carpathian Control Conference (ICCC)最新文献_第7页

Edge computing implementation of safety monitoring system in frame of IIoT 工业物联网框架下安全监控系统的边缘计算实现

2022 23rd International Carpathian Control Conference (ICCC) Pub Date : 2022-05-29 DOI: 10.1109/iccc54292.2022.9805918

Martin Muzelak, T. Skovranek

引用次数: 0

DC Motor Control based on Integral Reinforcement Learning 基于积分强化学习的直流电机控制

2022 23rd International Carpathian Control Conference (ICCC) Pub Date : 2022-05-29 DOI: 10.1109/iccc54292.2022.9805935

Gheorghe Bujgoi, D. Sendrescu

引用次数: 3

Robotic Plugging of CCS Type 2 Connector CCS 2型连接器的机器人封堵

2022 23rd International Carpathian Control Conference (ICCC) Pub Date : 2022-05-29 DOI: 10.1109/ICCC54292.2022.9805867

J. Cernohorsky, Lukáš Krčmář, Pavel Jandura

引用次数: 0

Embedded Control System for an Aircraft High Bypass Turbofan with Coolant Injection into the Compressor 压缩机注入冷却剂的飞机大涵道比涡扇嵌入式控制系统

2022 23rd International Carpathian Control Conference (ICCC) Pub Date : 2022-05-29 DOI: 10.1109/ICCC54292.2022.9805913

A. Tudosie

{"title":"Embedded Control System for an Aircraft High Bypass Turbofan with Coolant Injection into the Compressor","authors":"A. Tudosie","doi":"10.1109/ICCC54292.2022.9805913","DOIUrl":"https://doi.org/10.1109/ICCC54292.2022.9805913","url":null,"abstract":"The author has studied a control system for an aircraft high-bypass turbofan. Engine’s basic control systems (for the fuel flow rate and for the exhaust nozzle opening) are completed by the coolant injection flow rate controller. Most important turbofan’s performance is the total thrust, so as main outputs were considered engine’s spools’ rotational speeds (which are measurable parameters and are proportional to engine’s thrust), to describe the turbofan as controlled object; meanwhile, the combustor’s temperature, as secondary output was also considered. One has chosen the architectures of all involved controllers and has created a convenient embedded control architecture, given that the turbofan has a single input – its power lever position. Starting from controllers’ mathematical models, one has built the embedded control system block diagram with transfer functions; it was the base for the performed Simulink-Matlab simulations. Simulation conclusions about embedded system quality (the behavior of system’s main output parameters) are revealed, as well as some observation concerning engine’s optimal control architecture.","PeriodicalId":167963,"journal":{"name":"2022 23rd International Carpathian Control Conference (ICCC)","volume":"59 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114371527","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Adapted Path-relinking Based Search for Non-dominated Set of Emergency Medical System Designs 基于自适应路径链接的非支配集紧急医疗系统设计搜索

2022 23rd International Carpathian Control Conference (ICCC) Pub Date : 2022-05-29 DOI: 10.1109/ICCC54292.2022.9805968

Marek Kvet, J. Janáček

{"title":"Adapted Path-relinking Based Search for Non-dominated Set of Emergency Medical System Designs","authors":"Marek Kvet, J. Janáček","doi":"10.1109/ICCC54292.2022.9805968","DOIUrl":"https://doi.org/10.1109/ICCC54292.2022.9805968","url":null,"abstract":"The path-relinking method has proved to be a very powerful tool, when searching for a good solution in the set of feasible solutions of a zero-one programming problem with one min-sum objective function. Nevertheless, designing of an emergency medical system includes making decisions on a balance between conflicting criteria, which reflect requirements of efficiency on one hand and requirements of fair access to minorities on the other hand. This decision-making process needs a series of non-dominated solutions, which enables to reduce the range of solutions for final implementation. This paper is focused on the path-relinking method exploitation to find a good approximation of the Pareto front of the emergency medical system designs. As the path-relinking method itself is able to inspect only one short path in the surface of a unit hypercube, the method must be embedded into a more sophisticated searching process. We present here a learning algorithm, which adaptively choices pair of input solutions for a single path-relinking method run. The learning algorithm also sets weights of the conflicting criteria to define composed objective function used in the control process of the path-relinking method. The complete searching process was tested on several real-sized benchmarks and the resulting sets of non-dominated solutions are compared to the exact Pareto fronts. The obtained results are reported in details in a computational study at the end of the paper.","PeriodicalId":167963,"journal":{"name":"2022 23rd International Carpathian Control Conference (ICCC)","volume":"154 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115756429","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

Proposed Methodology for Designing a Microservice Architecture 设计微服务架构的建议方法

2022 23rd International Carpathian Control Conference (ICCC) Pub Date : 2022-05-29 DOI: 10.1109/iccc54292.2022.9805930

Mihajasoa Léa Fanomezana, Andrianjaka Miary Rapatsalahy, N. Razafindrakoto, C. Bǎdicǎ

引用次数: 0

Possibilities for fast Generation of Fractal Images and Various Fields of Applicability 快速生成分形图像的可能性和各种应用领域

2022 23rd International Carpathian Control Conference (ICCC) Pub Date : 2022-05-29 DOI: 10.1109/iccc54292.2022.9805946

Bogdan Popa, C. Ionete, A. Lorincz, Laviniu Aurelian Badulescu

{"title":"Possibilities for fast Generation of Fractal Images and Various Fields of Applicability","authors":"Bogdan Popa, C. Ionete, A. Lorincz, Laviniu Aurelian Badulescu","doi":"10.1109/iccc54292.2022.9805946","DOIUrl":"https://doi.org/10.1109/iccc54292.2022.9805946","url":null,"abstract":"The results of this paper consist of testing and performing comparisons for some fractals set generation applications, such as Mandelbrot sets. The fractal generation part represents an area of analysis and illustration of the modalities of parallel calculation. This method implies a very high degree of accuracy, respecting the selected fractal generation mathematical model, and does not represent a specialized method for a certain type of image. This fractal study is exemplified by the Mandelbrot set because it represents a method that reveals its usefulness in various applications in different fields. During the study, was discovered different types of images that can hardly be obtained by other methods and can be compared, in terms of complexity, only with some natural ones, extremely beautiful. The complexity and infinity of these images create a new field of research for the future.This paper aims to present an interesting way to design sets of fractals, considering different methods, starting from the contribution of parallel programming in contrast to sequential programming, to highlight the modern methods of accelerating the computation time. Starting from the generation of fractal images, they are used in several other image compression applications, to analyze the results of some natural resources with examples in the paper.","PeriodicalId":167963,"journal":{"name":"2022 23rd International Carpathian Control Conference (ICCC)","volume":"108 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116004481","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

The Analysis of the Influence of Input Parameters on the Accuracy of Temperature Model in the Steelmaking Process 炼钢过程中输入参数对温度模型精度的影响分析

2022 23rd International Carpathian Control Conference (ICCC) Pub Date : 2022-05-29 DOI: 10.1109/ICCC54292.2022.9805906

M. Laciak, J. Kačur, P. Flegner, M. Durdán, Marcela Pavlíčková, J. Terpák

{"title":"The Analysis of the Influence of Input Parameters on the Accuracy of Temperature Model in the Steelmaking Process","authors":"M. Laciak, J. Kačur, P. Flegner, M. Durdán, Marcela Pavlíčková, J. Terpák","doi":"10.1109/ICCC54292.2022.9805906","DOIUrl":"https://doi.org/10.1109/ICCC54292.2022.9805906","url":null,"abstract":"The steel production process in the converter is one of the important processes within the metallurgical technological chain. The most important quality parameters of this process are the chemical composition of the steel and the temperature of the steel, which is important in terms of further processing of the steel. In addition to the steelmaking process itself, the steel temperature is also affected by input parameters such as, e.g., temperature, weight, and the composition of pig iron, weight, the composition of steel scrap, amount of blown oxygen, etc. This paper analyses the effect of these parameters on steel temperature using a simulation model. The simulation model calculates the temperature of the melt during the steelmaking process, which increases through the heat released from the exothermic reactions of blown oxygen with metal impurities. This model was created by a deterministic approach and also includes the so-called heat losses, defined as other heat losses that cannot be unambiguously determined. The aim of the research was to increase the accuracy of the model by determining these heat losses.","PeriodicalId":167963,"journal":{"name":"2022 23rd International Carpathian Control Conference (ICCC)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131707455","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Distributed Deep Learning Model for Predicting the Risk of Diabetes, Trained on Imbalanced Dataset 预测糖尿病风险的分布式深度学习模型，在不平衡数据集上训练

2022 23rd International Carpathian Control Conference (ICCC) Pub Date : 2022-05-29 DOI: 10.1109/ICCC54292.2022.9805989

Mădălin Mămuleanu, C. Ionete, Anca Albița, D. Selișteanu

{"title":"Distributed Deep Learning Model for Predicting the Risk of Diabetes, Trained on Imbalanced Dataset","authors":"Mădălin Mămuleanu, C. Ionete, Anca Albița, D. Selișteanu","doi":"10.1109/ICCC54292.2022.9805989","DOIUrl":"https://doi.org/10.1109/ICCC54292.2022.9805989","url":null,"abstract":"When developing and training a deep learning model, usually the dataset is balanced and contains approximately the same number of samples for each class. However, in some fields, this is not always the case. In healthcare, a dataset can have imbalanced classes due to few investigations for a specific lesion, rare diseases or because the institution did not have enough patients in the study. Besides that, these datasets are usually distributed across many institutions (hospitals, healthcare centers) and trying to obtain a complete dataset is almost impossible, especially due to legal concerns. This paper proposes to train a deep learning model for predicting the risk of diabetes in a distributed way, called federated learning. Our assumptions are that the data is distributed across many entities and merging it is not possible. In federated learning, the deep learning model is trained across multiple entities. The training is coordinated by a server which, at the end of the training session, compiles a new model based on the results obtained by each entity. The dataset used in our paper is imbalanced, having only 268 positive cases from a total of 768 cases. Training a deep learning model on the dataset as it is can lead to a biased model. Hence, for solving this problem, oversampling techniques for balancing the dataset are applied.","PeriodicalId":167963,"journal":{"name":"2022 23rd International Carpathian Control Conference (ICCC)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127717435","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

Adaptive Swap Algorithm for Pareto Front Approximation Pareto前逼近的自适应交换算法

2022 23rd International Carpathian Control Conference (ICCC) Pub Date : 2022-05-29 DOI: 10.1109/iccc54292.2022.9805934

J. Janáček, Marek Kvet

{"title":"Adaptive Swap Algorithm for Pareto Front Approximation","authors":"J. Janáček, Marek Kvet","doi":"10.1109/iccc54292.2022.9805934","DOIUrl":"https://doi.org/10.1109/iccc54292.2022.9805934","url":null,"abstract":"Implementation of any public service system is matter of negotiation of the system founder and public representatives, who try to apply conflicting criteria to the final system design. Pareto front or its approximation can be a very useful tool for the negotiation, as the set of solutions represents the set of such designs, which cannot be improved in one of the criteria unless some of the others get worsened. Nevertheless, constitution of the exact Pareto front represents serious computational problem, with big expected consumption of computational time. This drawback evoked the idea to use a heuristic for constituting a good approximation of the Pareto front of the public service system designs. In this paper, a swap algorithm is used as the base searching method due to its excellent efficiency, when applied to p-location problems with one objective function. The algorithm was adjusted for bi-criteria p-location problems so that its local objective function was formulated as a convex combination of the conflicting criteria and, furthermore, a run of the algorithm was limited by a maximal permitted computational time. This parameterized algorithm was embedded into an adaptive process, which randomly sets the parameters and a starting solution to active values based on results of previous algorithm runs. The adaptive algorithm was tested on real-sized benchmarks derived from existing emergency medical systems and the obtained results were compared to the exact Pareto fronts.","PeriodicalId":167963,"journal":{"name":"2022 23rd International Carpathian Control Conference (ICCC)","volume":"2017 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130439165","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 3