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2022 15th International Conference Management of large-scale system development (MLSD)最新文献

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An Optimal Well Placement Model for Underground Gas Storages 地下储气库最优配井模型
2022 15th International Conference Management of large-scale system development (MLSD) Pub Date : 2022-09-26 DOI: 10.1109/MLSD55143.2022.9934383
A. Ermolaev, A. Latipov
{"title":"An Optimal Well Placement Model for Underground Gas Storages","authors":"A. Ermolaev, A. Latipov","doi":"10.1109/MLSD55143.2022.9934383","DOIUrl":"https://doi.org/10.1109/MLSD55143.2022.9934383","url":null,"abstract":"The paper proposes a model for optimization of production well placement at an underground gas storage (UGS), based on efficiency criteria that take into account the geological structure of the gas storage facility and the peculiarities of its operation processes. Test examples of solving the problem for a simplified model of an underground gas storage facility are given.","PeriodicalId":295604,"journal":{"name":"2022 15th International Conference Management of large-scale system development (MLSD)","volume":"87 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129289996","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
Organization of Production Based on Auctions 基于拍卖的生产组织
2022 15th International Conference Management of large-scale system development (MLSD) Pub Date : 2022-09-26 DOI: 10.1109/MLSD55143.2022.9934610
A. Vakhranev, I. Gasanov
{"title":"Organization of Production Based on Auctions","authors":"A. Vakhranev, I. Gasanov","doi":"10.1109/MLSD55143.2022.9934610","DOIUrl":"https://doi.org/10.1109/MLSD55143.2022.9934610","url":null,"abstract":"Algorithms of network organization of interaction of the association of enterprises engaged in production are considered. Previously, a scheme of such interaction was proposed on the principle of multiple auctions, through which the distribution of functions for executing an order for production is determined. Schematic diagrams in the form of codes for the implementation of the proposed scheme of simulation procedures are given.","PeriodicalId":295604,"journal":{"name":"2022 15th International Conference Management of large-scale system development (MLSD)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129397975","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
Computational Experiments on Back-Testing Complex Using the Forecast of Artificial Neural Network 基于人工神经网络预测的回测复合体计算实验
2022 15th International Conference Management of large-scale system development (MLSD) Pub Date : 2022-09-26 DOI: 10.1109/MLSD55143.2022.9934431
I. Gasanov, A. Ereshko
{"title":"Computational Experiments on Back-Testing Complex Using the Forecast of Artificial Neural Network","authors":"I. Gasanov, A. Ereshko","doi":"10.1109/MLSD55143.2022.9934431","DOIUrl":"https://doi.org/10.1109/MLSD55143.2022.9934431","url":null,"abstract":"The use of artificial neural networks to predict the price movements of derivatives and spot market instruments as part of a proprietary back-testing system.","PeriodicalId":295604,"journal":{"name":"2022 15th International Conference Management of large-scale system development (MLSD)","volume":"221 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116415552","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
Development And Research Of An Algorithm Based On The “Direct Collocation” Method 基于“直接搭配”方法的算法开发与研究
2022 15th International Conference Management of large-scale system development (MLSD) Pub Date : 2022-09-26 DOI: 10.1109/MLSD55143.2022.9934112
Oleg Ogorodnikov
{"title":"Development And Research Of An Algorithm Based On The “Direct Collocation” Method","authors":"Oleg Ogorodnikov","doi":"10.1109/MLSD55143.2022.9934112","DOIUrl":"https://doi.org/10.1109/MLSD55143.2022.9934112","url":null,"abstract":"The presentation considers the creation of software for solving the problem of finding a fuel-optimal trajectory of climbing and accelerating to supersonic speed of maneuvering aircraft. The search for trajectories of this type is relevant at the preliminary design stage, when it is required to determine the combat radius of the aircraft under development.","PeriodicalId":295604,"journal":{"name":"2022 15th International Conference Management of large-scale system development (MLSD)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115448481","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
Output Variable Control with Signal Undefined Setpoint Generator 带有信号未定义设定值发生器的输出变量控制
2022 15th International Conference Management of large-scale system development (MLSD) Pub Date : 2022-09-26 DOI: 10.1109/MLSD55143.2022.9934540
V. Utkin
{"title":"Output Variable Control with Signal Undefined Setpoint Generator","authors":"V. Utkin","doi":"10.1109/MLSD55143.2022.9934540","DOIUrl":"https://doi.org/10.1109/MLSD55143.2022.9934540","url":null,"abstract":"The problem of tracking a given signal in linear non-minimum phase multidimensional systems under conditions of incomplete signal information about the state vector of the control plant model and the generator of given actions is considered. In contrast to known approaches, it is assumed that an unknown signal is applied to the input of a generator of given signal, which makes it possible to change the behavior of the job generator in real-time. For information support in the implementing of the proposed algorithms, state observers based on the theory of sliding modes and deep feedback are used.","PeriodicalId":295604,"journal":{"name":"2022 15th International Conference Management of large-scale system development (MLSD)","volume":"118 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115347707","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
Simulation of a Quadcopter Stabilization System Using a Neural Reinforcement Learning Algorithm 基于神经强化学习算法的四轴飞行器稳定系统仿真
2022 15th International Conference Management of large-scale system development (MLSD) Pub Date : 2022-09-26 DOI: 10.1109/MLSD55143.2022.9934441
Andrey V. Khrenov, S. Diane
{"title":"Simulation of a Quadcopter Stabilization System Using a Neural Reinforcement Learning Algorithm","authors":"Andrey V. Khrenov, S. Diane","doi":"10.1109/MLSD55143.2022.9934441","DOIUrl":"https://doi.org/10.1109/MLSD55143.2022.9934441","url":null,"abstract":"Setting up classical PID controllers works for systems with a priori known properties and parameters. After changing the characteristics of an object, such regulators may not be able to stabilize its control variables and break the specified limits e.g. when the angular velocity is exceeded as a result of an engine malfunction. This paper presents an algorithm for the neural stabilization of a quadcopter. We use reinforcement learning method to enable adaptation of the agent during the control process. The quadcopter is simulated in a virtual environment and trained in a series of episodes with sequential assessment of its movement efficiency and tuning neural network parameters. A comparison of the transient characteristics of the quadcopter in various conditions showed that the neural network controller surpasses the classical PID controller by several significant criteria.","PeriodicalId":295604,"journal":{"name":"2022 15th International Conference Management of large-scale system development (MLSD)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126151688","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 Effect of a Change of Correction Device on the Flight Mission Capability of an Unmanned Aerial Vehicle 修正装置的变化对无人机飞行任务能力的影响
2022 15th International Conference Management of large-scale system development (MLSD) Pub Date : 2022-09-26 DOI: 10.1109/MLSD55143.2022.9934647
P. Trefilov
{"title":"The Effect of a Change of Correction Device on the Flight Mission Capability of an Unmanned Aerial Vehicle","authors":"P. Trefilov","doi":"10.1109/MLSD55143.2022.9934647","DOIUrl":"https://doi.org/10.1109/MLSD55143.2022.9934647","url":null,"abstract":"The paper considers the effect of transients when the onboard navigation system correction devices are switched at boundary conditions. The cause of transients is described, as well as their effect on the readings of the onboard navigation.","PeriodicalId":295604,"journal":{"name":"2022 15th International Conference Management of large-scale system development (MLSD)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123388216","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
Social Financial Technologies for the Development of Large-Scale Healthcare Systems and the Russian Economy 大型医疗保健系统和俄罗斯经济发展的社会金融技术
2022 15th International Conference Management of large-scale system development (MLSD) Pub Date : 2022-09-26 DOI: 10.1109/MLSD55143.2022.9934748
E. Sokolov, E. Kostyrin
{"title":"Social Financial Technologies for the Development of Large-Scale Healthcare Systems and the Russian Economy","authors":"E. Sokolov, E. Kostyrin","doi":"10.1109/MLSD55143.2022.9934748","DOIUrl":"https://doi.org/10.1109/MLSD55143.2022.9934748","url":null,"abstract":"The proposed social financial technologies for the development of large-scale healthcare systems and the Russian economy, harmoniously combining the interests of working citizens, owners and the state, make it possible, at quite achievable growth rates of gross domestic product (enterprise revenue) by 3% per year, to ensure a 34% increase in wages of working citizens over 5 years, which will practically end poverty. To increase contributions to the development fund for 5 years by 16%, in which, first of all, the owners of enterprises and the entire workforce are interested, since this ensures the growth of their incomes and the possibility of constant modernization and updating of technological equipment and the release of new competitive products. First, to stabilize, and starting from 2026, to increase deductions to the Federal Compulsory Medical Insurance Fund and income tax, income tax and value added tax receipts and bring this growth to 30% by 2041, which will allow the state to solve problems of development of domestic healthcare and accessibility of medical services to the population of the Russian Federation. When switching to the social financial technologies proposed in the article, almost 4 trillion steering wheels will accumulate on the pension and medical personal accounts of Russian citizens in the first year of implementation. And by 2026, 74 trillion rubles. Providing citizens with 2% per annum, banks will be able to lend to enterprises at 2.5% with a 25% margin, providing the Russian economy with huge, long-term and cheap financial resources.","PeriodicalId":295604,"journal":{"name":"2022 15th International Conference Management of large-scale system development (MLSD)","volume":"55 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124520784","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
The Neural Network Algorithm for Decision Support During Control of the Welding Process by Robotic Complexes 机器人复合体焊接过程控制决策支持的神经网络算法
2022 15th International Conference Management of large-scale system development (MLSD) Pub Date : 2022-09-26 DOI: 10.1109/MLSD55143.2022.9934224
D. Fominykh, Nikolai Fuchedzhi, O. Kushnikov
{"title":"The Neural Network Algorithm for Decision Support During Control of the Welding Process by Robotic Complexes","authors":"D. Fominykh, Nikolai Fuchedzhi, O. Kushnikov","doi":"10.1109/MLSD55143.2022.9934224","DOIUrl":"https://doi.org/10.1109/MLSD55143.2022.9934224","url":null,"abstract":"The article proposes an algorithm for solving the problem of controlling the welding process in robotic technological complexes according to the quality criterion of the products. The statement of the problem is given and the model of system dynamics by J. Forrester is considered. Welding quality indicators in robotic complexes were used as system levels. Functional dependencies are taken by using the mathematical apparatus of artificial neural networks, in particular, radial basis functions that allow for rigid interpolation. The introduction of the models and algorithms discussed in the article will improve the quality of products using robotic technological complexes.","PeriodicalId":295604,"journal":{"name":"2022 15th International Conference Management of large-scale system development (MLSD)","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126263665","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
Product Traceability Digital Tool Powered by Mathematical Model for Logistics Digital Platform 基于数学模型的物流数字化平台产品溯源数字化工具
2022 15th International Conference Management of large-scale system development (MLSD) Pub Date : 2022-09-26 DOI: 10.1109/MLSD55143.2022.9934399
V. Kulba, V. Medennikov
{"title":"Product Traceability Digital Tool Powered by Mathematical Model for Logistics Digital Platform","authors":"V. Kulba, V. Medennikov","doi":"10.1109/MLSD55143.2022.9934399","DOIUrl":"https://doi.org/10.1109/MLSD55143.2022.9934399","url":null,"abstract":"This paper discusses a mathematical model for establishing a single digital logistics platform as a link between all participants in the added-value creation chain, including producers, resource and services suppliers, consumers, and logistics companies. This demonstrates that the platform in question is an opportunity to create digital tools for products and goods traceability throughout the entire production and logistics chain from the field to the end consumer's kitchen.","PeriodicalId":295604,"journal":{"name":"2022 15th International Conference Management of large-scale system development (MLSD)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131889723","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
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