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Wyszukujesz frazę "stochastic modeling" wg kryterium: Temat


Tytuł:
Hot Water Consumption Time in Multi-Apartment Buildings
Autorzy:
Nejranowski, Jerzy
Szaflik, Władysław
Powiązania:
https://bibliotekanauki.pl/articles/123903.pdf
Data publikacji:
2020
Wydawca:
Polskie Towarzystwo Inżynierii Ekologicznej
Tematy:
hot water consumption
consumption time
stochastic modeling
water consumption
Opis:
The effective consumption time of hot water in multi-apartment buildings depends on the daily activities of residents, their number, habits and overall size of the system. On the basis of the aggregated data from 8 multiapartments building, with between 36 and 291 draw-off points each, the effective consumption time during the day was determined. The data was then calculated to show the daily consumption per draw-off point. The least squares method was applied to the assumed consumption model to determine the total number of consumption hours per day.
Źródło:
Journal of Ecological Engineering; 2020, 21, 4; 199-202
2299-8993
Pojawia się w:
Journal of Ecological Engineering
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Influence of electric vehicle charging rates on transformer derating in harmonic-rich battery charger applications
Autorzy:
Jouybari-Moghaddam, M.
Alimardani, A.
Hosseinian, S.H.
Powiązania:
https://bibliotekanauki.pl/articles/140829.pdf
Data publikacji:
2012
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
electric vehicle charging
charging rate
power quality
stochastic modeling
transformer derating
Opis:
A study on plug-in electric vehicle (PEV) charging load and its impacts on distribution transformers loss-of-life, is presented in this paper. The assessment is based on residential PEV battery charging. As the exact forecasting of the charging load is not possible, the method for predicting the electric vehicle (EV) charging load is stochastically formulated. With the help of the stochastic model, the effect of fixed, time of use, and real-time charging rates on the charging load and the resultant impact on transformer derating is investigated. A 38-bus test system is adopted as the test system including industrial harmonic sources. Test results demonstrate that uncontrolled EV charging might causes a noticeable change in the K-factor of the transformer, emerging the need for derating, while applying real-time rates for battery charging loads conquers this problem even in case of harmonic-rich chargers.
Źródło:
Archives of Electrical Engineering; 2012, 61, 4; 483-497
1427-4221
2300-2506
Pojawia się w:
Archives of Electrical Engineering
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Computer simulation of a nonlinear model for electrical circuits with α-stable noise
Autorzy:
Janicki, Aleksander
Powiązania:
https://bibliotekanauki.pl/articles/1340385.pdf
Data publikacji:
1995
Wydawca:
Polska Akademia Nauk. Instytut Matematyczny PAN
Tematy:
density and quantile estimators
approximate schemes
stochastic differential equations with α-stable integrators
stochastic modeling
Opis:
The aim of this paper is to apply the appropriate numerical, statistical and computer techniques to the construction of approximate solutions to nonlinear 2nd order stochastic differential equations modeling some engineering systems subject to large random external disturbances. This provides us with quantitative results on their asymptotic behavior.
Źródło:
Applicationes Mathematicae; 1995-1996, 23, 1; 95-105
1233-7234
Pojawia się w:
Applicationes Mathematicae
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Approximation of stochastic differential equations driven by α-stable Lévy motion
Autorzy:
Janicki, Aleksander
Michna, Zbigniew
Weron, Aleksander
Powiązania:
https://bibliotekanauki.pl/articles/1339273.pdf
Data publikacji:
1997
Wydawca:
Polska Akademia Nauk. Instytut Matematyczny PAN
Tematy:
α-stable Lévy motion
convergence of approximate schemes
stochastic differential equations with jumps
stochastic modeling
Opis:
In this paper we present a result on convergence of approximate solutions of stochastic differential equations involving integrals with respect to α-stable Lévy motion. We prove an appropriate weak limit theorem, which does not follow from known results on stability properties of stochastic differential equations driven by semimartingales. It assures convergence in law in the Skorokhod topology of sequences of approximate solutions and justifies discrete time schemes applied in computer simulations. An example is included in order to demonstrate that stochastic differential equations with jumps are of interest in constructions of models for various problems arising in science and engineering, often providing better description of real life phenomena than their Gaussian counterparts. In order to demonstrate the usefulness of our approach, we present computer simulations of a continuous time α-stable model of cumulative gain in the Duffie-Harrison option pricing framework.
Źródło:
Applicationes Mathematicae; 1996-1997, 24, 2; 149-168
1233-7234
Pojawia się w:
Applicationes Mathematicae
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Computer-aided modeling and simulation of electrical circuits with α-stable noise
Autorzy:
Weron, Aleksander
Powiązania:
https://bibliotekanauki.pl/articles/1340383.pdf
Data publikacji:
1995
Wydawca:
Polska Akademia Nauk. Instytut Matematyczny PAN
Tematy:
density and quantile estimators
stochastic differential equations
approximate schemes
α-stable random variables and processes
stochastic modeling
Opis:
The aim of this paper is to demonstrate how the appropriate numerical, statistical and computer techniques can be successfully applied to the construction of approximate solutions of stochastic differential equations modeling some engineering systems subject to large disturbances. In particular, the evolution in time of densities of stochastic processes solving such problems is discussed.
Źródło:
Applicationes Mathematicae; 1995-1996, 23, 1; 83-93
1233-7234
Pojawia się w:
Applicationes Mathematicae
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Intelligent enterprise capital control based on Markov chain
Autorzy:
Andriushchenko, Kateryna
Liezina, Anastasiia
Lavruk, Vitalii
Sliusareva, Liudmyla
Rudevska, Viktoriia
Powiązania:
https://bibliotekanauki.pl/articles/2175198.pdf
Data publikacji:
2022
Wydawca:
Centrum Badań i Innowacji Pro-Akademia
Tematy:
Markov chain
intelligent control
stochastic modeling
investments
łańcuch Markowa
inteligentne sterowanie
modelowanie stochastyczne
inwestycje
Opis:
This scientific work is devoted to the processes of creating technologies, as well as the use of their mathematical representation in the form of models in the context of the formation and development of the intellectual capital of an enterprise. To select a goal, a vision was formed to prove or refute any possibility of using Markov's theory in practice, namely the creation of a stochastic model of the intellectual capital of an enterprise in monetary terms, which manifests itself in investments in intangible assets. As an initial model hypothesis, the statement is accepted that investments in the enterprise's intangible assets are a factor in the transformation of intellectual capital into the company's value. Based on the results of applying the stochastic Markov chain model, the potential profit of the company's intangible assets was estimated, the main elements of which were intellectual capital assets during the study. A matrix of transition probabilities has been formed and modeling of the limiting probabilities of the system states has been implemented. The necessary conditions and boundaries of the scope of the mathematical model are also determined. The mathematical method of modeling the company's intellectual capital proposed in the article allows determining the contribution of each of the structural components to the formation of the value of the enterprises intellectual capital, thereby making it possible to establish a current balance between all its elements, which contributes to a comprehensive study of the company's intellectual assets.
Źródło:
Acta Innovations; 2022, 45; 18--30
2300-5599
Pojawia się w:
Acta Innovations
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
On the book ``An Introduction to Differential Equations: Stochastic Modeling, Methods and Analysis'' by A.G.Ladde and G.S.Ladde
Autorzy:
Jurlewicz, Agnieszka
Powiązania:
https://bibliotekanauki.pl/articles/747711.pdf
Data publikacji:
2015
Wydawca:
Polskie Towarzystwo Matematyczne
Tematy:
General theory of stochastic systems
stochastic modeling
ODE with randomness
Lyapunov method
Stochastic functional-differential equations
ogólna teoria systemów stochastycznych
modelowanie stochastyczne
stochastyczne równania różniczkowe
metoda Lyapunowa
Opis:
Niniejsza książka stanowi kontynuację podręcznika, tych samych autorów, przedstawiającego tematykę równań różniczkowych. Tom 1. (Deterministic Modeling, Methods and Analysis) dotyczył teorii klasycznych, natomiast omawiany tu tom 2. prezentuje ideę równań różniczkowych stochastycznych i ich zastosowania w modelowaniu matematycznym. Książka adresowana jest głównie do studentów i doktorantów kierunków interdyscyplinarnych.
The book under review presents advanced tools of stochastic calculus and stochastic differential equations of Ito type, illustrated by several problems and applications. It is a continuation of Volume 1: Deterministic Modeling, Methods and Analysis. It is addressed to interdisciplinary graduate/undergraduate students and to interdisciplinary young researchers.
Źródło:
Mathematica Applicanda; 2015, 43, 2
1730-2668
2299-4009
Pojawia się w:
Mathematica Applicanda
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
An algorithmic tool for supporting risk and root-cause analysis of critical incidents in Baltic Sea Region ports
Autorzy:
Malinowski, Jacek
Powiązania:
https://bibliotekanauki.pl/articles/2068693.pdf
Data publikacji:
2019
Wydawca:
Uniwersytet Morski w Gdyni. Polskie Towarzystwo Bezpieczeństwa i Niezawodności
Tematy:
critical incident
cause-effect relation
cascade of events
initiating event
secondary event
stochastic modeling
Poisson process
risk analysis
root-cause analysis
Opis:
This paper is both a summarization and extension of [6] and [7], where a stochastic model of interacting operations carried out in a generic Baltic Sea Region port was proposed and analyzed. Each operation involves a number of possible unwanted events (critical incidents) whose instances occur randomly and can cause instances of other events affecting this or other operations. This can lead to a cause-effect chain of events affecting one or multiple operations. The model presented in [6] is somewhat complex, therefore it was downgraded to a simpler, application-oriented version demonstrated in [7], where an algorithm computing the risks of critical incidents is constructed and then applied to a real-life example. The current paper, apart from presenting a method of computing the risks of critical incidents, occurring by themselves or resulting from the cascade effect, also features a method of root-cause analysis of such incidents. First, the formulas for the root-cause probabilities are derived, where such a probability quantifies the likelihood that a critical incident occurring in step h of a cascade was caused by another incident that initiated this cascade. Second, an algorithm computing the root-cause probabilities, based on the derived formulas, is constructed. This algorithm is illustrated by its application to the example given in [7]. The presented results can be used as a tool for fault propagation analysis and fault diagnosis applied not only to a port environment, but to any complex industrial system.
Źródło:
Journal of Polish Safety and Reliability Association; 2019, 10, 1; 127--136
2084-5316
Pojawia się w:
Journal of Polish Safety and Reliability Association
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Using discrete Markov chains in prediction of health economics behaviour
Autorzy:
Bauer, W.
Wieczór, A.
Powiązania:
https://bibliotekanauki.pl/articles/94921.pdf
Data publikacji:
2017
Wydawca:
Szkoła Główna Gospodarstwa Wiejskiego w Warszawie. Wydawnictwo Szkoły Głównej Gospodarstwa Wiejskiego w Warszawie
Tematy:
economic behavior
Primary Health Care
stochastic process modeling
Markov chain
Monte Carlo method
MCMC
PHC
Opis:
The aim of this article is show the concept of using of the Discrete Markov Chains to predict economic phenomena. This subject is important for two reasons. The first of them are models based on Markov chains use the statistical informations obtained during the investigation processes. Another important reason is the fact that this way of modeling is highly flexible and can be used to simulation of economic phenomenas. In this paper authors describe the idea of modeling and present the example of simply model of patient population of primary health care and show preliminary simulation results.
Źródło:
Information Systems in Management; 2017, 6, 4; 259-269
2084-5537
2544-1728
Pojawia się w:
Information Systems in Management
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Simulation modeling of stationary systems reliability
Autorzy:
Wesołowski, Z.
Powiązania:
https://bibliotekanauki.pl/articles/93055.pdf
Data publikacji:
2012
Wydawca:
Uniwersytet Przyrodniczo-Humanistyczny w Siedlcach
Tematy:
system reliability
modeling
simulation modeling
stochastic simulation
Opis:
A purpose of the article is describing the methodology of the simulation modeling of systems reliability. At the work is assumed that the process of the use of the studied system is stationary. An algorithm of the simulation applying the technique of discrete-event was presented. An example of using the proposed methodology to the reliability analysis of the air traffic control system was quoted.
Źródło:
Studia Informatica : systems and information technology; 2012, 1-2(16); 45-58
1731-2264
Pojawia się w:
Studia Informatica : systems and information technology
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Assessment of potential transport of transport company for random demand for transport services
Autorzy:
Konopacki, G.
Powiązania:
https://bibliotekanauki.pl/articles/409198.pdf
Data publikacji:
2014
Wydawca:
Politechnika Poznańska. Wydawnictwo Politechniki Poznańskiej
Tematy:
potential transport company
modeling
stochastic process
Opis:
Will be considered transport company exploiting the uniform in the sense of destination, means of transport such as tankers, with a total transport potential equal to a loading units (e.g. tones). The company operates in the transport market, where demand for transport services is random. Formulate the problem of satisfying the transport demand in full by transport company and shall be given the formulas to calculating the probability of such an event with the general assumptions about the demand for transport services. Practically useful formulas for estimating such a probability is given for the demand for transport services the described by normal stationary stochastic process. The results are illustrated by an example of the calculation.
Źródło:
Research in Logistics & Production; 2014, 4, 4; 283-291
2083-4942
2083-4950
Pojawia się w:
Research in Logistics & Production
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Modeling the Work of Multi-spindle Machining Centers with the Petri Nets
Autorzy:
Stryczek, Roman
Powiązania:
https://bibliotekanauki.pl/articles/24200521.pdf
Data publikacji:
2023
Wydawca:
Polska Akademia Nauk. Czasopisma i Monografie PAN
Tematy:
stochastic petri nets
machining center
process modeling
process simulation
Opis:
The article presents the results of the simulation studies concerning the impact of random production interruptions on the efficiency of multi-spindle machining centers. Four different machining center configuration models were developed using a dedicated class of stochastic Petri nets. In addition to the number of machine spindles, the number of simultaneously mounted parts, loading time of parts, their machining time, and reliability parameters regarding the frequency of machine interruptions caused by random factors were also taken into account as model parameters. A series of virtual tests was carried out for machining processes over a period of 1000 hours of operation. Analysis of the results confirmed the purpose of conducting simulation tests prior to making a decision regarding the purchase of a multispindle milling center. This work fills the existing research gap, as there are no examples in the technical literature of evaluating the effectiveness of multi-spindle machining centers.
Źródło:
Management and Production Engineering Review; 2023, 14, 3; 16--26
2080-8208
2082-1344
Pojawia się w:
Management and Production Engineering Review
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Open-source Software Reliability Modeling with Stochastic Impulsive Differential Equations
Autorzy:
Zheng, Zhoutao
Yang, Jianfeng
Hu, Yao
Wang, Xibing
Powiązania:
https://bibliotekanauki.pl/articles/24200824.pdf
Data publikacji:
2023
Wydawca:
Polska Akademia Nauk. Polskie Naukowo-Techniczne Towarzystwo Eksploatacyjne PAN
Tematy:
open-source software
reliability modeling
random impulse
stochastic impulsive differential equations
Opis:
In reality, sudden updates of software, attacks of hackers, influence of the Internet market, etc. can cause a surge in the number of open-source software (OSS) faults (this moment is the time when impulse occurs), which results in impulsive phenomenon. For the existing software reliability models, dynamic process of software fault is considered to be continuous when assessing reliability, but continuity of the process can be disrupted with appearance of random impulses. Thus, to more accurately assess software reliability, we proposed an OSS reliability model with SIDE. In the model, dynamic process of software fault is divided into a continuous and a skipped part, described the continuous part of the process with SDE, and described destruction of the continuity caused by unpredictable random events with random impulses. Finally, the proposed model is verified with two datasets from real OSS project, and the results show that the proposed model is more in line with reality and has better fitting effect than the existing models.
Źródło:
Eksploatacja i Niezawodność; 2023, 25, 2; art. no. 166342
1507-2711
Pojawia się w:
Eksploatacja i Niezawodność
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
New approach in modelling of the patients behavior in Primary Health Care (PHC)
Nowe podejście do modelowania zachowań pacjentów Podstawowej Opieki Zdrowotnej (POZ)
Autorzy:
Bauer, W.
Powiązania:
https://bibliotekanauki.pl/articles/282128.pdf
Data publikacji:
2015
Wydawca:
Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie. Wydawnictwo AGH
Tematy:
PHC
stochastic process modelling
population modeling
POZ
modelowanie stochastyczne
modelowanie populacji
Opis:
The purpose of this paper is to show the concept of simulation of Primary Health Care (PHC) patients behavior. There are two reasons for interest in this area. The first of them is the need for support in decision making regarding financing and management of PHC facilities on levels from national (Natonal Health Fund) to local (PHC provider). The second one is the lack of effective methods for such population modeling. In this paper author describe an idea of probability distribution modeling and present preliminary results of patient visits simulation over a period of a year.
Celem artykułu jest pokazanie koncepcji symulacji zachowań pacjentów Podstawowej Opieki Zdrowotnej (POZ). Temat ten jest ważny z dwóch powodów. Po pierwsze model taki mógłby posłużyć w podejmowaniu decyzji w rozdzielaniu funduszy pomiędzy jednostkami POZ przez Narodowy Fundusz Zdrowia. Drugim z powodów jest obecnie brak efektywnych metod modelowania populacji POZ. W niniejszej pracy autor opisuje ideę modelowania populacji przy użyciu rozkładu prawdopodobieństwa i przedstawia wstępne wyniki symulacji dla wizyt pacjentów w ciągu roku.
Źródło:
Automatyka / Automatics; 2015, 19, 1; 17-28
1429-3447
2353-0952
Pojawia się w:
Automatyka / Automatics
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Methodology for Energy Efficiency and Sustainability Improvement of Batch Production Systems on the Example of Autothermal Thermophilic Aerobic Digestion Systems
Autorzy:
Vaklieva-Bancheva, Natasha
Vladova, Rayka
Kirilova, Elisaveta
Powiązania:
https://bibliotekanauki.pl/articles/124725.pdf
Data publikacji:
2019
Wydawca:
Polskie Towarzystwo Inżynierii Ekologicznej
Tematy:
sustainability
energy integration
batch production system
mathematical modeling
stochastic optimization
ATAD process
Opis:
The present study proposes a methodology for energy efficiency and sustainability improvement of the operating conditions of batch production systems. The methodology involves applying a conventional system for municipal wastewater treatment using the process of Autothermal Thermophilic Aerobic Digestion (ATAD) of sludge. Its sustainable operation is essential for the quality of the treated sludge and the reduction of environmental impact. An analysis of the possibilities for energy integration of processes in ATAD systems was performed. The structures for indirect energy integration of processes using storage tanks and mathematical models for describing energy integration for the studied object were proposed. The models are included within a two-stage stochastic optimization problem together with constraints on the physical, technical and technological feasibility of the integration frameworks and temperature constraints with an optimization criterion minimum redesign cost. The obtained results show significant energy savings as a result of energy integration and sustainability to temperature conditions in bioreactors.
Źródło:
Journal of Ecological Engineering; 2019, 20, 9; 103-115
2299-8993
Pojawia się w:
Journal of Ecological Engineering
Dostawca treści:
Biblioteka Nauki
Artykuł

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