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Tytuł:
Generating Layout for Complex Cave-like Levels with Schematic Maps and Cellular Automata
Autorzy:
Antoniuk, Izabella
Powiązania:
https://bibliotekanauki.pl/articles/27323140.pdf
Data publikacji:
2023
Wydawca:
Szkoła Główna Gospodarstwa Wiejskiego w Warszawie. Instytut Informatyki Technicznej
Tematy:
cellular Automata
computer games
diamond-square
procedural cave generation
procedural level generation
schematic maps
Opis:
Abstract. In this paper an algorithm for creating cave-like, user-guided layout is presented. In applications such as computer games, underground structures offer unique challenges and interesting space for player actions. Preparation of such areas can be time consuming and tiresome, especially during the design process, when many ideas are often scrapped. Presented approach aims at improving this process. Schematic input is used so the user can quickly define the general layout. Cave system is divided into levels and tiles - easily-parallelizable modules for the following method stages. Cellular automata are used to extend initial system sketch with interesting shapes while the diamond-square algorithm spreads the final terrain heights. Each stage uses the results of the previously performed operations as input, providing space for alterations. Input maps can be reused to obtain different variations of the same system. The final structure is represented as a 3D point cloud. Chosen representation supports multilevel systems and can be used either as a base for further algorithms, or as a final mesh. The presented approach can be easily incorporated into game design process, while visualizing initial layouts and speeding up preparation of unique, interesting and challenging game spaces for the players to traverse.
Źródło:
Machine Graphics & Vision; 2023, 32, 2; 45--65
1230-0535
2720-250X
Pojawia się w:
Machine Graphics & Vision
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
On regular copying languages
Autorzy:
Wang, Yang
Hunter, Tim
Powiązania:
https://bibliotekanauki.pl/articles/24201233.pdf
Data publikacji:
2023
Wydawca:
Polska Akademia Nauk. Instytut Podstaw Informatyki PAN
Tematy:
reduplication
copying
finite-state machinery
queue automata
Opis:
This paper proposes a formal model of regular languages enriched with unbounded copying. We augment finite-state machinery with the ability to recognize copied strings by adding an unbounded memory buffer with a restricted form of first-in-first-out storage. The newly introduced computational device, finite-state buffered machines (FS-BMs), characterizes the class of regular languages and languages de-rived from them through a primitive copying operation. We name this language class regular copying languages (RCLs). We prove a pumping lemma and examine the closure properties of this language class. As suggested by previous literature (Gazdar and Pullum 1985, p.278), regular copying languages should approach the correct characteriza-tion of natural language word sets.
Źródło:
Journal of Language Modelling; 2023, 11, 1; 1--66
2299-856X
2299-8470
Pojawia się w:
Journal of Language Modelling
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Extension of Critical Programs of the Computational Theory of Mind
Autorzy:
Baryshnikov, Pavel N.
Powiązania:
https://bibliotekanauki.pl/articles/31234160.pdf
Data publikacji:
2022
Wydawca:
Polska Akademia Nauk. Instytut Filozofii i Socjologii PAN
Tematy:
anticomputationalism
computational theory of mind
Chinese room
finite automata
symbolic semantics
language of thought
Opis:
Technological advances in computer science have secured the computer metaphor status of a heuristic methodological tool used to answer the question about the nature of mind. Nevertheless, some philosophers strongly support opposite opinions. Anti-computationalism in the philosophy of mind is a methodological program that uses extremely heterogeneous grounds for argumentation, deserving analysis and discussion. This article provides an overview and interpretation of the traditional criticism of the computational theory of mind (computationalism); its basic theses have been formed in Western philosophy in the last quarter of the 20th century. The main goal is to reveal the content of the arguments of typical anti-computationalist programs and expand their application to the framework of the semantic problems of the Classic Computational Theory of Mind. The main fault of the symbolic approach in the classical computationalism is the absence of a full-fledged theory of semantic properties. The relevance of considering these seemingly outdated problems is justified by the fact that the problem of meaning (and general problems of semantics) remains in the core of the latest developments in various areas of AI and the principles of human-computer interaction.
Źródło:
Filozofia i Nauka; 2022, 10, zeszyt specjalny; 263-274
2300-4711
2545-1936
Pojawia się w:
Filozofia i Nauka
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Modeling of the Kinetics of Carbonitrides Precipitation Process and Simulate the Image of Microstructure Using Cellular Automata Method in Microalloyed Steels
Autorzy:
Marynowski, Przemysław
Hojny, Marcin
Powiązania:
https://bibliotekanauki.pl/articles/2134114.pdf
Data publikacji:
2022
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
cellular automata
precipitation
carbonitrides
microalloying elements
microalloyed steel
Opis:
Microalloying elements such as Ti, Nb, V, entered into steel they influence their microstructure and mechanical properties, because formation of carbonitrides, M(C, N). Influence of carbonitrides to the microstructure and mechanical properties depends on their basic stereological parameters: volume fraction, Vv, and their size, r. In this work the Cellular Automata model of the kinetics of the carbonitrides precipitation which enable to predict the image of the microstructure and calculate the size of carbonitrides formed during isothermal annealing of supersaturated steel is presented. In the high temperature the microalloying elements inhibit the austenite grains growth. Chemical composition of steel has influence to volume fraction and size of precipitations. The work is supplemented with examples of experimental comparison.
Źródło:
Archives of Metallurgy and Materials; 2022, 67, 3; 1117--1124
1733-3490
Pojawia się w:
Archives of Metallurgy and Materials
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Quantitative safety analysis of train control system based on statistical model checking
Autorzy:
Lin, Junting
Min, Xiaoqin
Powiązania:
https://bibliotekanauki.pl/articles/2124711.pdf
Data publikacji:
2022
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
train control systems
statistical model checking
safety analysis
hybrid automata
UPPAAL-SMC
system sterowania pociągiem
analiza bezpieczeństwa
automaty hybrydowe
Opis:
With the rapid development of communication technology, the Train-centric Communication-based Train Control (TcCBTC) system adopting the train-train communication mode to reduce the transmission link of control information, will become the direction of urban rail transit field development. At present, TcCBTC system is in the stage of key technology research and prototype development. Uncertain behavior in the process of system operation may lead to operation accidents. Therefore, before the system is put into use, it must undergo strict testing and security verification to ensure the safe and efficient operation of the system. In the paper, the formal modeling and quantitative analysis of train tracking operation under moving block are carried out. Firstly, the structure of TcCBTC system and the train tracking interval control strategy under moving block conditions are analyzed. The subsystem involved in train tracking and the uncertain factors in system operation are determined. Then, based on the Stochastic Hybrid Automata (SHA), a network of SHA model of train dynamics model, communication components and on-board controller in the process of train tracking is established, which can formally describe the uncertain environment in the process of system operation. UPPAAL-SMC is used to simulate the change curve of train position and speed during tracking, it is verified that the model meets the safety requirements in static environment. Finally, taking Statistical Model Checking (SMC) as the basis of safety analysis, the probability of train collision in uncertain environment is calculated. The results show that after accurately modeling the train tracking operation control mechanism through network of SHA, the SMC method can accurately calculate the probability of train rearend collision, which proves that the method has strong feasibility and effectiveness. Formal modeling and analysis of safety-critical system is very important, which enables designers to grasp the hidden dangers of the system in the design stage and safety evaluation stage of train control system, and further provides theoretical reference for the subsequent TcCBTC system design and development, practical application and related specification improvement.
Źródło:
Archives of Transport; 2022, 61, 1; 7--19
0866-9546
2300-8830
Pojawia się w:
Archives of Transport
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Capturing local material heterogeneities in numerical modelling of microstructure evolution
Autorzy:
Madej, Lukasz
Sitko, Mateusz
Fular, Aleksander
Sarzyn, Rafal
Werminski, Mariusz
Perzynski, Konrad
Powiązania:
https://bibliotekanauki.pl/articles/2052206.pdf
Data publikacji:
2021
Wydawca:
Wrocławska Rada Federacji Stowarzyszeń Naukowo-Technicznych
Tematy:
microstructure
cellular automata
finite element method
spring algorithm
Opis:
The work focuses on developing the complex digital shadow of the metallic material microstructure that can predict its evolution during metal forming operations. Therefore, such a digital shadow has to consider all major physical mechanisms influencing the particular investigated phenomenon. The motivation for the work is directly related to the development of modern metallic materials, often of multiphase nature. Such microstructure types lead to local heterogeneities influencing material behaviour and eventually macroscopic properties of the final product. The concept of the digital material shadow, stages of the model development, and examples of practical applications to simulation of microstructure evolution are presented within the work. Capturing local heterogeneities that have a physical origin and eliminating numerical artefacts is particularly addressed. Obtained results demonstrate the capabilities of such a digital microstructure shadow approach in the numerical design of final product properties.
Źródło:
Journal of Machine Engineering; 2021, 21, 4; 29-48
1895-7595
2391-8071
Pojawia się w:
Journal of Machine Engineering
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Development software for study the wood drying chamber by using a three-dimensional mathematical model based on cellular automata
Autorzy:
Sokolovskyy, Yaroslav
Sinkevych, Oleksiy
Volianskyi, Roman
Kapran, Ihor
Powiązania:
https://bibliotekanauki.pl/chapters/32304194.pdf
Data publikacji:
2021
Wydawca:
Politechnika Białostocka. Oficyna Wydawnicza Politechniki Białostockiej
Tematy:
wood drying chamber.
CAD model
cellular automata
Opis:
The paper describes the study of the drying processes of capillary-porous materials by using the CAD model of wood drying chamber. The study involves the determination of temperature and humidity in the stack of dried wood by using cellular automata. To accomplish this task, we developed a three-dimensional mathematical model of heat transfer of wood in the drying process. In order to use this mathematical model in practice, we described the ways of representing the CAD model in the form of multidimensional arrays whose elements are 3D cubes, as well as special schemes of the relation between the edges of these 3D cubes. This representation allows us to make the most effective use of the developed mathematical model, which is described by an interconnected system of partial differential equations in time derivatives and spatial coordinates. Also in this paper, the results of the calculations in the form of graphs of change in the temperature and humidity of the stack of dried wood according to time iterations are shown. In order to take simpler results, we developed a radial basis artificial neural network.
Źródło:
Methods and tools in CAD – selected issues; 133-144
9788366391871
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Minimal state automata for detecting a β globin gene mutation
Autorzy:
Ferdania, Devi Fitri
Irawati, -
Garminia, Hanni
Akhmaloka, -
Rachmansyah, Kemal Aziez
Powiązania:
https://bibliotekanauki.pl/articles/1838203.pdf
Data publikacji:
2021
Wydawca:
Uniwersytet Zielonogórski. Oficyna Wydawnicza
Tematy:
minimal state automata
syntactic monoid
β-thalassemia
biological sequences
automat stanu minimalnego
monoid syntaktyczny
sekwencja biologiczna
Opis:
Beta-thalassemia is an autosomal recessive blood disorder characterized by abnormalities in the synthesis of β globin. Together with α globin, it is a subunit of globin protein, called hemoglobin, located inside our red blood cells to deliver oxygen from the lungs to all of the tissues throughout our body. Thereby, individuals with β-thalassemia will often feel limp due to a lack of oxygen dissolved in their blood. In this paper, a finite state automaton to detect and classify β globin gene mutations using its DNA sequence is constructed. Finite state automata have a close connection to an algebraic structure, that is, a monoid. Together with the theory of the syntactic monoid, we present a methodology to minimize the number of the internal states of an automaton to have minimal state automata. Therefore, a minimal state automaton can be constructed to detect β globin gene mutation causing the β-thalassemia disease. We have developed a MATLAB program to conduct the appropriate simulations.
Źródło:
International Journal of Applied Mathematics and Computer Science; 2021, 31, 2; 337-351
1641-876X
2083-8492
Pojawia się w:
International Journal of Applied Mathematics and Computer Science
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
The role of neighborhood density in the random cellular automata model of grain growth
Autorzy:
Czarnecki, Michał
Sitko, Mateusz
Madej, Łukasz
Powiązania:
https://bibliotekanauki.pl/articles/29520228.pdf
Data publikacji:
2021
Wydawca:
Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie. Wydawnictwo AGH
Tematy:
random cellular automata
grain growth
digital material representation
Opis:
The paper focuses on adapting the random cellular automata (RCA) method concept for the unconstrained grain growth simulation providing digital microstructure morphologies for subsequent multi-scale simulations. First, algorithms for the generation of initial RCA cells alignment are developed, and then the influence of cells density in the computational domain on grain growth is discussed. Three different approaches are proposed based on the regular, hexagonal, and random cells’ alignment in the former case. The importance of cellular automata (CA) cell neighborhood definition on grain growth model predictions is also highlighted. As a research outcome, random cellular automata model parameters that can replicate grain growth without artifacts are presented. It is identified that the acceptable microstructure morphology of the solid material is obtained when a mean number of RCA cells in the investigated neighborhood is higher than ten.
Źródło:
Computer Methods in Materials Science; 2021, 21, 3; 129-137
2720-4081
2720-3948
Pojawia się w:
Computer Methods in Materials Science
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
An Integrative Modelling Approach to Analyse Landscape Dynamics Through Intensity Analysis and Cellular Automata-Markov Chain Model
Autorzy:
Hasani, Mohammad
Salmanmahiny, Abdolrassoul
Tabrizi, Alireza Mikaeili
Powiązania:
https://bibliotekanauki.pl/articles/1019574.pdf
Data publikacji:
2020-06-30
Wydawca:
Uniwersytet Łódzki. Wydawnictwo Uniwersytetu Łódzkiego
Tematy:
landscape dynamics
satellite imagery
Cellular Automata-Markov Chain
Intensity Analysis
Iran
Opis:
The goal of this study is offer a deep understanding of the landscape dynamics in the Gorgan Township, the Golestan Province, Iran. Landsat satellite imagery of two different time thresholds, i.e. the years 1992 and 2011, was acquired from the US Geological Survey database and the changes were quantified for the Gorgan area covering a 19-year time span. Furthermore, an integrated Cellular Automata-Markov Chain (CA-MC) model was applied to predict future changes up to the year 2030. We used the intensity analysis method to compare the historical dynamics of different land categories at multiple levels. The results indicated that during the 19 years, the built-up and forest areas increased by 2.33% and 0.27%, respectively, while agriculture and remnant vegetation decreased by 2.43% and 0.24%, respectively. The CA-MC model illustrated that in the following 19 years, the built-up areas could increase by 2.45%. An intensity analysis revealed that forest gains and losses were dormant while remnant vegetation gains and losses were active. The built-up area’s gains and water bodies’ losses were active and stationary during both time intervals. The transitions from water bodies and remnant vegetation to agriculture were regularly targeting and stationary, while the transition from forest to agriculture was regularly avoiding and stationary. Our findings also indicated a heavy systematic transition from agriculture to built-up areas. Regarding the increasing population growth and urbanisation in the region, the outcomes of this study can help make informed decisions for the management and protection of natural resources in the study area.
Źródło:
European Spatial Research and Policy; 2020, 27, 1; 243-261
1231-1952
1896-1525
Pojawia się w:
European Spatial Research and Policy
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Block ciphers on the basis of reversible cellular automata
Szyfry blokowe na podstawie odwracalnych automatów komórkowych
Autorzy:
Tanasyuk, Yuliya
Burdeinyi, Petro
Powiązania:
https://bibliotekanauki.pl/articles/408746.pdf
Data publikacji:
2020
Wydawca:
Politechnika Lubelska. Wydawnictwo Politechniki Lubelskiej
Tematy:
block cipher
symmetric encryption algorithm
reversible cellular automata
szyfr bloku
algorytm szyfrowania symetrycznego
odwracalny automat komórkowy
Opis:
The given paper is devoted to the software development of block cipher based on reversible one-dimensional cellular automata and the study of their statistical properties. The software implementation of the proposed encryption algorithm is performed in C# programming language in Visual Studio 2017. The paper presents specially designed approach for key generation. To ensure a desired cryptographic stability, the shared secret parameters can be adjusted in order to contain information needed for creating substitution tables, defining reversible rules, and hiding the final data. For the first time, it is suggested to create substitution tables based on iterations of a cellular automaton that is initialized by the key data.
Niniejszy artykuł poświęcony jest rozwojowi oprogramowania szyfrów blokowych opartychna odwracalnych jednowymiarowych automatach komórkowych oraz badaniu ich właściwości statystycznych. Zastosowanie oprogramowania w proponowanym algorytmie kodowania wykonywane jest w języku programowania C# w Visual Studio 2017. Artykuł przedstawia specjalnie zaprojektowane podejście do generowania klucza. Aby zapewnić pożądaną stabilność kryptograficzną, dostosowane mogą zostać wspólne tajne parametry w taki sposób,aby zawierały informacje wymagane dla stworzenia tabel substytucyjnych, określające zasadyodwracalne oraz ukrywające dane końcowe. Po raz pierwszy, proponowane jest tworzenie tabeli substytucyjnych w oparciu o iterację automatów komórkowych,które zostają zainicjowane poprzez dane klucza.
Źródło:
Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska; 2020, 10, 1; 8-11
2083-0157
2391-6761
Pojawia się w:
Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Diagnosis of hybrid systems through bond graph, observers and timed automata
Autorzy:
Mhamdi, Lotfi
Achbi, Mohammed Said
Dhouibi, Hedi
Kechida, Sihem
Powiązania:
https://bibliotekanauki.pl/articles/329496.pdf
Data publikacji:
2020
Wydawca:
Polska Akademia Nauk. Polskie Towarzystwo Diagnostyki Technicznej PAN
Tematy:
bond graph
observer
timed automata
fault diagnosis
fault localization
grafy wiązań
obserwator
automaty czasowe
błędna diagnoza
lokalizacja uszkodzeń
Opis:
Despite technological advances and progress in industrial systems, the fault diagnosis of a system remains a very important task. In fact an effective diagnosis contributes not only to improved reliability but also to a decrease in maintenance costs. This paper presents an approach to a diagnosis of hybrid systems thanks to the use of Bond Graphs, Observer and Timed Automata. Dynamic models (in normal and failing mode) are generated by an observer based methods as well as through state equations generated by the Bond Graphs model. The procedure of fault localization through a method based on the observer does not allow locating faults with the same signature of failure. Thus the diagnosis technique for the localization of these defects will be based on the time analysis using Timed Automata. The proposed approach is then validated by simulation tests in a two tanks hydraulic system.
Źródło:
Diagnostyka; 2020, 21, 3; 113-125
1641-6414
2449-5220
Pojawia się w:
Diagnostyka
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Geospatial assessment of land use and land cover dynamics in the mid-zone of Ghana
Autorzy:
Koranteng, Addo
Adu-Poku, Isaac
Donkor, Emmanuel
Zawiła-Niedźwiecki, Tomasz
Powiązania:
https://bibliotekanauki.pl/articles/2041498.pdf
Data publikacji:
2020
Wydawca:
Instytut Badawczy Leśnictwa
Tematy:
LULC change
anthropogenic pressures
Cellular-Automata-Markov
forest loss
urbanization
Opis:
Land use and land cover (LULC) terrain in Ghana has undergone profound changes over the past years emanating mainly from anthropogenic activities, which have impacted countrywide and sub-regional environment. This study is a comprehensive analysis via integrated approach of geospatial procedures such as Remote Sensing (RS) and Geographic Information System (GIS) of past, present and future LULC from satellite imagery covering Ghana’s Ashanti regional capital (Kumasi) and surrounding districts. Multi-temporal satellite imagery data sets of four different years, 1990 (Landsat TM), 2000 (Landsat ETM+), 2010 (Alos and Disaster Monitoring Constellation-DMC) and 2020 (SENTINEL), spanning over a 30-year period were mapped. Five major LULC categories – Closed Forest, Open Forest, Agriculture, Built-up and Water – were delineated premised on the prevailing geographical settings, field study and remote sensing data. Markov Cellular Automata modelling was applied to predict the probable LULC change consequence for the next 20 years (2040). The study revealed that both Open Forest and Agriculture class categories decreased 51.98 to 38.82 and 27.48 to 20.11, respectively. Meanwhile, Built-up class increased from 4.8% to 24.8% (over 500% increment from 1990 to 2020). Rapid urbanization caused the depletion of forest cover and conversion of farmlands into human settlements. The 2040 forecast map showed an upward increment in the Builtup area up to 35.2% at the expense of other LULC class categories. This trend from the past to the forecasted future would demand that judicious LULC resolutions have to be made to keep Ghana’s forest cover, provide arable land for farming activities and alleviate the effects of climate change.
Źródło:
Folia Forestalia Polonica. Series A . Forestry; 2020, 62, 4; 288-305
0071-6677
Pojawia się w:
Folia Forestalia Polonica. Series A . Forestry
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Improving the effectivity of urban freight transport by means of cellular automata simulations
Autorzy:
Kijewska, K.
Małecki, K.
Powiązania:
https://bibliotekanauki.pl/articles/1833875.pdf
Data publikacji:
2020
Wydawca:
Polskie Stowarzyszenie Telematyki Transportu
Tematy:
urban freight transport
loading/unloading bay
computer simulation
cellular automata
miejski transport towarowy
dok załadunkowo-rozładunkowy
symulacja komputerowa
automaty komórkowe
Opis:
Unloading bays are one of the most popular and simple to implement solutions to support development of sustainable urban freight transport systems. The solution is aimed at reducing congestion on busy city streets, which is often caused by freight vehicles that, in an attempt to load or unload their cargoes, park directly in traffic lanes. Where dedicated unloading bays are in place, the traffic is undisturbed, which helps to prevent extra consumption of energy and fuel, and thus extra pollution, and which also makes it possible to avoid wasting time in traffic jams and ensuing costs. Therefore, the major benefit derived from this solution is its contribution to reduction of traffic congestion, followed by a perceptible decrease in pollutant emissions. This article aims at developing an algorithm for recommended distribution of unloading bays based on the reported locations of delivery points and parameters related to varied quantities of goods and the number of available parking spaces in the vicinity of unloading bays. Additionally, it addresses the issue of using unloading bays as EV charging stations. The proposed solution was implemented on the basis of a dedicated road traffic simulator based on the original cellular automaton model..
Źródło:
Archives of Transport System Telematics; 2020, 13, 1; 20--25
1899-8208
Pojawia się w:
Archives of Transport System Telematics
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Methodology for monitoring and diagnosing faults of hybrid dynamic systems: a case study on a desalination plant
Autorzy:
Achbi, Mohammed Said
Kechida, Sihem
Powiązania:
https://bibliotekanauki.pl/articles/328392.pdf
Data publikacji:
2020
Wydawca:
Polska Akademia Nauk. Polskie Towarzystwo Diagnostyki Technicznej PAN
Tematy:
fault diagnosis
hybrid dynamic systems
ANFIS
hybrid automata
desalination plant
diagnostyka uszkodzeń
hybrydowy system dynamiczny
Opis:
The imperative of quality and productivity has increased the complexity of technological processes, posing the problem of reliability. Today, fault diagnosis remains a very important task because of its essential role in improving reliability, but also in minimizing the harmful consequences that can be catastrophic for the safety of equipment and people. Indeed, an effective diagnosis not only improves reliability, but also reduces maintenance costs. Systems in which dynamic behaviour evolves as a function of the interaction between continuous dynamics and discrete dynamics, present in the system, are called hybrid systems. The goal is to develop monitoring and diagnostic procedures to the highest level of control to ensure safety, reliability and availability objectives. This article presents an approach to the diagnosis of hybrid systems using hybrid automata and neural-fuzzy system. The use of the neural-fuzzy system allows modeling the continuous behaviour of the system. On the other hand, the hybrid automata gives a perfect estimate of the discrete events and make it possible to execute a fault detection algorithm mainly consists of classifying the appeared defects. On the implementation plan, the results were applied in a water desalination plant.
Źródło:
Diagnostyka; 2020, 21, 1; 27-33
1641-6414
2449-5220
Pojawia się w:
Diagnostyka
Dostawca treści:
Biblioteka Nauki
Artykuł

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