136 results
Search Results
2. Study on color representation model and computer simulation of colored spun fabrics based on image translation model.
- Author
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Yuan, Li, Huo, Da, Gu, Qian, Xiong, Ying, and Wang, Danshu
- Subjects
COMPUTER simulation ,SIMULATION methods & models ,COLOR ,SIGNAL-to-noise ratio ,QUANTITATIVE research ,MATERIALS texture ,FIBERS - Abstract
To improve the design and development efficiency of colored spun products, this paper puts forward a computer simulation scheme based on an image translation model, focusing on the 'fancy' coloration characteristics of colored spun fabrics. First, the Pix2PixHD image translation model was used to train and extract the fabric color texture information of colored spun fabrics, so as to construct a color texture characterization model; meanwhile, the texture fusion and color filling algorithm was constructed for the blending process of two-component dyed fibers, so as to realize the computer simulation of the two-component colored spun fabric 'fancy' color effect. On this basis, a texture and coloration characteristic evaluation index for colored spun fabric was established, which was applied to the quantitative analysis of computer simulation results for the first time. Meanwhile, the difference significance test was performed on the quantitative analysis results. It turned out that the computer simulation scheme established in this paper can effectively simulate the various 'fancy' color effects. Compared with the existing algorithms, it not only has obvious advantages in visual subjective feeling, but also has a notable improvement in objective and quantitative analysis data. The texture similarity and color similarity are increased by 5.78% and 19.17%, respectively, the peak signal-to-noise ratio and structural similarity index measure are increased by 15.72 db and 0.168, respectively. Therefore, the computer simulation scheme has ideal realistic and generalization characteristics. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
3. Modelling, analysis, and numerical simulation of a spring-rods system with unilateral constraints.
- Author
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Ochal, Anna, Prządka, Wiktor, Sofonea, Mircea, and Tarzia, Domingo A
- Subjects
COMPUTER simulation ,SIMULATION methods & models ,MATHEMATICAL models ,VARIATIONAL inequalities (Mathematics) ,PROBLEM solving ,RELAXATION methods (Mathematics) ,DIGITAL image correlation - Abstract
In this paper, we consider a mathematical model which describes the equilibrium of two elastic rods attached to a nonlinear spring. We derive the variational formulation of the model which is in the form of an elliptic quasivariational inequality for the displacement field. We prove the unique weak solvability of the problem, then we state and prove some convergence results, for which we provide the corresponding mechanical interpretation. Next, we turn to the numerical approximation of the problem based on a finite element scheme. We use a relaxation method to solve the discrete problems that we implement on the computer. Using this method, we provide numerical simulations which validate our convergence results. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
4. Dynamics simulation of folding wing UAVs launched from a high-altitude balloon platform.
- Author
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Zhang, Hangyue, Yang, Yanchu, and Cai, Rong
- Subjects
DRONE aircraft ,SIMULATION methods & models ,DYNAMIC simulation ,DYNAMIC models ,DEGREES of freedom ,COMPUTER simulation - Abstract
It is a new application of the high-altitude balloon system to launch multiple small folding wing unmanned aerial vehicles (UAVs). Based on the design of the launching system, we conduct numerical simulations of the ejection process from the balloon platform and the subsequent UAV wing deployment with trajectory leveling operation. We use the Kane method to establish the dynamic model of the balloon launching platform in the inertial coordinate system (ICS). By introducing the degree of freedom of UAV sliding along the sliding track, we realize the dynamic simulation of eight UAV launching processes and obtain the instantaneous separated states. The folding wing UAV first deploys its wings after ejection, which has the coupling characteristics between structural deformation and attitude adjustment. It is regarded as a multi-rigid body connecting structure composed of the fuselage and four wings. We establish the dynamic simulation model by the Kane method in the UAV body coordinate system (BCS). The Radau pseudo-spectral method is used to calculate the flight trajectory of each UAV. This paper is an engineering application research and can provide a simulation reference for the launching test of the balloon-borne folding wing UAV program. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
5. Special Issues: Calls for Papers.
- Author
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Birta, Louis G.
- Subjects
COMPUTER simulation ,SIMULATION methods & models - Abstract
A call for papers related to simulation for the journal's special issues is presented.
- Published
- 2001
- Full Text
- View/download PDF
6. Robust partial control design for non-linear control systems: a guidance application.
- Author
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Binazadeh, T and Yazdanpanah, M-J
- Subjects
NONLINEAR control theory ,COMPUTER simulation ,SIMULATION methods & models ,STABILITY (Mechanics) ,MECHANICS (Physics) - Abstract
In this paper, a general approach for robust partial stabilization of uncertain non-linear systems is presented. In this approach, the non-linear dynamic system is divided into two subsystems, called the first and the second subsystems. This division is done based on the required stability properties of the system’s states. The reduced input vector (the vector that includes components of the input vector appearing in the first subsystem) is designed to asymptotically stabilize the first subsystem. The proposed scheme is then applied for designing a guidance law as a potential application. Indeed, the paper presents a new approach to the missile guidance problem and shows that asymptotic stability behaviour is not realistic for all states of the guidance system. The effectiveness of the proposed guidance law in interception of manoeuvring targets is demonstrated analytically and through computer simulations. [ABSTRACT FROM PUBLISHER]
- Published
- 2012
- Full Text
- View/download PDF
7. A software architecture to ease the development of distributed simulation systems.
- Author
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Gianni, Daniele, D'Ambrogio, Andrea, and Iazeolla, Giuseppe
- Subjects
SIMULATION methods & models ,SOFTWARE architecture ,DISTRIBUTED computing ,COMPUTER simulation ,SYSTEMS engineering - Abstract
The simulation of modern systems may require an amount of computational resources that might not be available on a single host. Distributed simulation (DS) provides an effective way to scale up for the increased computational requirements. However, using existing DS environments remains the main obstacle to the wide adoption of DS systems, because of their inherent complexity. This complexity can be quantitatively shown by the extra effort that the development of DS systems requires compared to the development of conventional local simulation (LS) systems. In this paper we introduce SimArch, a layered architecture that eases the development of DS systems by enabling simulation developers to effortlessly obtain a DS system or derive a DS system from the equivalent LS one. A reference model is used throughout the paper to illustrate the use of SimArch in the development of DS systems and to prove how the DS development effort is lowered down with respect to the use of a conventional DS environment. [ABSTRACT FROM PUBLISHER]
- Published
- 2011
- Full Text
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8. Biased Experimental Fineness and Maturity Results.
- Author
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Montalvo, Jr., Joseph G., Von Hoven, Terri M., and Davidonis, Gayle
- Subjects
TEXTILE research ,COTTON ,COTTON manufacture ,QUALITY control ,COMPUTER simulation ,SIMULATION methods & models ,IMAGE analysis - Abstract
In an earlier paper, we developed models and performed computer simulations to understand the variability in coefficients of determination (R²) between fineness and maturity, micronaire and fineness, and micronaire and maturity of cotton. We subsequently concentrated on derivation and testing of several diagnostic models to enhance the R² and provide information about the analytical quality (accuracy) of the results. We then introduced modeling of biased fineness and maturity results. Error functions were derived based on micronaire values, specifically, Lord's micronaire model. This paper demonstrates testing of a key diagnostic model on two different sample Sets of 21 cottons. The results from one sample set - analyzed on the fineness and maturity tester - fit the model. Results from the other sample set - analyzed on both the advanced fiber information system (AFIS) A-2 and AFISPRO - demonstrate a lack of fit to the diagnostic model. This lack of fit is due to bias in the AFIS fineness and maturity measurements compared to the more traditional Lord's micronaire model. As a consequence of the bias, the dynamic range of the AFIS raw data for both fineness and maturity is very narrow. Results are confirmed by image analysis. [ABSTRACT FROM AUTHOR]
- Published
- 2007
- Full Text
- View/download PDF
9. PI design based on DMC strategy.
- Author
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Haeri, Mohammad
- Subjects
MATHEMATICAL optimization ,MATRICES (Mathematics) ,COMPUTER simulation ,SIMULATION methods & models ,TUNING of PID controllers ,MATHEMATICAL analysis - Abstract
Proportional and integral (PI) control parameters are determined by approximating a dynamic matrix control (DMC). Since accuracy of the approximation depends on DMC parameters in a complicated manner, a combination of direct and indirect optimization methods are employed in this paper. Quadratic programming (QP) is used to determine PI parameters, and a simple grid method is used to find optimal DMC parameters. A tuning formula for the PI controller based on a curve-fitting technique, is suggested. Computer simulations are performed to compare performance of the new PI design method with those achievable using some existing PI controllers. [ABSTRACT FROM AUTHOR]
- Published
- 2005
- Full Text
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10. Integrating the Conceptualization and Simulation of Business Processes: A Modeling Method and Arena Template.
- Author
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Gert-Jan de Vreede, Alexander Verbraeck, and Daniel T. T. van Eijck
- Subjects
SIMULATION methods & models ,COMPUTER software ,COMPUTER simulation - Abstract
Redesigning organizational processes and their coordination often involves the construction of conceptual models, empirical models, and change alternatives. Modeling of organizational processes can be a very time-consuming activity, and during the redesign phase of an organization, time is a scarce resource. During the phase of translating process models of an organization into simulation models for analysis, diagnosis, and design, a lot of time is spent on translating conceptual models into simulation models. Furthermore, the resulting simulation models often lack any resemblance to the original conceptual models. This makes the communication, verification, and change activities within the simulation study quite difficult. This paper describes a template that was built in the simulation language Arena, which decreases the gap between the conceptualization activities and the translation into a simulation model. This paper describes the requirements for the template, a prototype implementation, and a case example to test the applicability of the template. [ABSTRACT FROM AUTHOR]
- Published
- 2003
- Full Text
- View/download PDF
11. Noise, vibration and harshness validation methodology for complex elastic multibody simulation models: With application to an electrified drive train.
- Author
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Wegerhoff, Matthias, Jacobs, Georg, and Drichel, Pascal
- Subjects
SIMULATION methods & models ,NUMERICAL analysis ,COMPUTER simulation ,FINITE element method ,MATHEMATICAL models - Abstract
Numerical models for vibro-acoustic analyses of complex mechanical systems are becoming more and more popular, in particular in the field of virtual product development. Therefore, reliable, comprehensive, and validated modeling methodologies remain crucial. However, system characteristics such as elasticities of the drive train components and nonlinear characteristics can lead to complex, and costly numerical models with a huge number of degrees of freedom. This may raise not only the need for novel and reasonable modeling strategies, but also exacerbates validation process, due to the wide scope in terms of operating conditions. In practice, structure-borne noise signals, for example, from accelerometers, are often used for the validation of mechanical systems. By choice of a sufficient number of measurement points, the interpretation becomes more complex. A lot of vibration response curves then need to be compared and interpreted over a wide operating range. In general, the interpretation focuses on deviations in quality and quantity. In this paper, to overcome these mentioned challenges, a validation methodology is proposed allowing a fast and transparent check of a number of captured signals. Therefore, it is shown how the original information can be reduced in a meaningful manner, making it possible to run a fast and accurate validation. The method is demonstrated on a real application with high mechanical complexity and it is shown that the chosen parameters are reliable. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
12. Feasible footprint generation with uncertainty effects.
- Author
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He, Rui-Zhi, Zhang, Yuan-Long, Liu, Lu-Lua, Tang, Guo-Jian, and Bao, Wei-Min
- Subjects
COMPUTER simulation ,SIMULATION methods & models - Abstract
Landing footprint is critical in generating feasible entry trajectories for hypersonic glide vehicles. In this paper, a new landing footprint generation algorithm that considers multiple uncertainty effects is proposed, based on the improved 3D acceleration profile planning method. First, a new entry corridor with uncertainty effects is derived, in which the angle of attack profile is adjustable at any time during the entire flight. Second, the longitudinal drag profile is designed as the interpolation results of the upper and lower fitting safe boundaries. The corresponding lateral lift-to-drag corridor is obtained using the quasi-equilibrium glide condition. A combined Proportion Integration Differentiation (PID) tracker is used to follow the planned profiles in the longitudinal and lateral corridors, and the feasible entry trajectories are completed. Finally, feasible footprint is generated by repeatedly computing the reachable boundaries for all the profiles in the new safe corridor, as well as the analytical calculation of the maximum range point. The approach is tested using the Common Aero Vehicle-H model. Simulation results demonstrate that the proposed algorithm can rapidly generate a feasible footprint of entry for vehicles while satisfying all the path and terminal constraints. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
13. Efficient history matching with dimensionality reduction methods for reservoir simulations.
- Author
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Zhang, Dongmei, Shen, Ao, Jiang, Xinwei, and Kang, Zhijiang
- Subjects
SIMULATION methods & models ,PETROLEUM reservoirs ,COMPUTER simulation ,COMBINATORIAL optimization ,ALGORITHMS - Abstract
Oil reservoir history matching is a well-known inverse problem for predicting production by optimizing enormous unknown parameters with numerical simulation. Typically it can be formulated in a Bayesian framework with geological priors. Instead of gradient-based optimization with the possibility of converging to a local minimum, evolutionary algorithms have been introduced to globally find optimal parameters. Due to the high-dimensional parameters, the optimization could become inefficient; therefore, many dimensionality reduction algorithms have been applied in history matching. However, these methods suffer from the linear assumption or the pre-image problem, which could affect the model optimization. In this paper, based on the evolutionary algorithm termed Multi-objective Evolutionary Algorithm Based on Decomposition, which is capable of simultaneously optimizing the parameters with respect to the data of several oil wells, we propose history matching with dimensionality reduction by explicitly utilizing the nonlinear dimensionality reduction model Auto-Encoder to reduce the number of unknown parameters, which can naturally handle the pre-image problem and then improve model performance in terms of precision and complexity. Experimental results based on PUNQ-S3 data verify the efficiency of the newly proposed methods. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
14. Computer determination of weld lines in injection molding based on filling simulation with surface model.
- Author
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Yang, Ding, Zhao, Peng, Zhou, Huamin, and Chen, Lu
- Subjects
COMPUTER simulation ,SIMULATION methods & models ,SURFACE phenomenon ,ALGORITHMS ,WELDING - Abstract
Weld line is aesthetically unpleasant and affects the mechanical strength of injection molded parts. Because of the ever-increasing requirements for parts performance, lots of researchers have performed various studies related to the weld lines optimization. However, research about the computer determination of weld lines in injection molding remains scarce. In this paper, a weld line computer determination method based on filling simulation with surface model is proposed, from which the positions and lengths of the weld lines can be predicted. According to the characteristics of the surface model, all weld lines are classified into two different types. Initial welding node searching and revision algorithms for the two different types of weld lines are first developed. Starting from initial welding nodes, weld lines are then extended by a pre-extension algorithm and an extension algorithm. In the weld line extension algorithm, 135° is set as a welding angle threshold for forming weld lines. Finally, the effects of cavity thickness, process parameters, and mesh densities have been investigated. Moreover, Moldflow simulation results and real parts in production have been conducted to verify the proposed determination method, which demonstrate that the proposed method is correct and effective in actual production. [ABSTRACT FROM PUBLISHER]
- Published
- 2014
- Full Text
- View/download PDF
15. MIMO simulator of call server input lines occupancy.
- Author
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Klampfer, Saša, Kotnik, Bojan, Svečko, Janja, Mezgec, Zdenko, Mohorko, Jože, and Chowdhury, Amor
- Subjects
MIMO systems ,CLIENT/SERVER computing ,COMPUTER simulation ,AUTOMATION ,SIMULATION methods & models - Abstract
This paper presents and solves the problems of modeling and designing the necessary capacity and the adequate capacity of accepting input connections serving the calls into the system. The main aim of the research work is finding the optimum number of input server connections while minimizing the number of rejected requests according to a specific maximum number of expected calls in a specific time-interval, i.e. at peak-hour. With the results obtained we wish to model and optimize the planning and the dimensioning of the processing server as well as reduce the costs of this, since hiring an input line actually presents quite a substantial cost. Therefore it is necessary to first determine how many input connections are needed to serve a certain quota of users at a specific moment by using the methods of statistical modeling. On the basis of obtained results we can then assess whether a certain segment has too many or not enough input connections. The objective of the presented multiple-input and multiple-output (MIMO) simulator is to raise the level and the quality of service and at the same time lower the costs of hiring input connections. This paper presents the key segments composing the call and server system (ordinary, lamer and dummy caller model, statistical Gaussian curve of calls distribution, mechanisms of accepting and rejecting calls, management of input connections capacity, random call triggering, etc.). The above-mentioned segments represent the models and the sub-models of the simulator. They have been derived using the methods of statistical modeling. The optimum solution can be found manually or automatically using the method of automation of simulation runs and incrementing/decrementing the parameter of the number of input connections into the system. Searching the optimum number of input connections manually is an entirely empirical method, where the user manually changes the mentioned parameter, and is looking for a scenario in which the result of the simulator regarding the number of rejected calls is minimal. With an automatic search the simulator automatically generates the number of runs with incrementing and decrementing the mentioned parameter in each, and thus automatically finds the optimum solution. This paper also presents an automatic analysis of simulation runs and a statistical final report, which includes a conclusion on the results obtained in different scenarios. [ABSTRACT FROM PUBLISHER]
- Published
- 2011
- Full Text
- View/download PDF
16. Service-oriented simulation framework: An overview and unifying methodology.
- Author
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Wenguang Wang, Weiping Wang, Yifan Zhu, and Qun Li
- Subjects
SERVICE-oriented architecture (Computer science) ,SIMULATION methods & models ,COMPUTER simulation ,SOFTWARE engineering ,WEB services ,SYSTEMS design - Abstract
With the prevalence of net-centric environments, Service-Oriented Architectures (SOAs) have emerged as a paradigm that greatly impacts the modeling and simulation (M&S) community. This paper has two interrelated goals. The first is to give a comprehensive review of various service-oriented simulation frameworks to help researchers select the appropriate one for their specific purpose. The second goal is to combine the common features derived from the review into one unifying framework that can describe and prescribe various specific approaches. The focus of this paper is on the common functionalities of service-oriented simulations reflected in the review and unifying framework. In particular, we emphasize the way SOAs and M&S are combined, and the interoperability and composability challenges of distributed M&S services. We describe some fundamental concepts first. Then we present a comprehensive survey of several classical frameworks, including formalism-based, model-driven, interoperability protocol based, eXtensible Modeling and Simulation Framework (XMSF), Open Grid Services Architecture (OGSA) based, and ontology-driven frameworks. Based on the review, we propose a novel three-dimensional reference model that can unify the ad hoc approaches into a common framework. The model can be used as a guideline or an analytic means to find potential and possible future directions. In particular, the model inspects the crossover between the disciplines of M&S, service-orientation, and software/systems engineering. Based on the model, we present a detailed comparison of the reviewed frameworks. Finally the significance of the paper is discussed and future directions are recommended. [ABSTRACT FROM PUBLISHER]
- Published
- 2011
- Full Text
- View/download PDF
17. Distribution of Fiber Intersections in Two-Dimensional Random Fiber Webs -- A Basic Geometrical Probability Model.
- Author
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Suh, Moon W., Chun, Heuiju, Berger, Roger L., and Bloomfield, Peter
- Subjects
FIBERS ,POISSON distribution ,WEBS (Differential geometry) ,DIFFERENTIAL geometry ,SIMULATION methods & models ,COMPUTER simulation - Abstract
Fundamental theories governing the number of fiber intersections in random nonwoven fiber webs were developed based on the planar geometry of fiber midpoints distributed in a two-dimensional Poisson field. First, the statistical expectation and variance for the number of fiber intersections in unit web area were obtained as functions of a fixed number of fibers with equal lengths. The theories were extended to the case of a two-dimensional Poisson field by assuming that the number and locations of the fibers are random. The theories are validated by a newly developed computer simulation method employing the concept of "seeding region" and "counting region." Unlike all previously published papers, it was shown for the first time that the expectations and variances obtained theoretically matched that from computer simulations almost perfectly, validating both the theories and simulation algorithms developed. [ABSTRACT FROM AUTHOR]
- Published
- 2010
- Full Text
- View/download PDF
18. Saturation Throughput Analysis of a Cluster-based Medium Access Control Protocol for Single-hop Ad Hoc Wireless Networks.
- Author
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Alonso-Zárate, Jesús, Kartsakli, Elli, Skianis, Charalabos, Verikoukis, Christos, and Alonso, Luis
- Subjects
COMPUTER networks ,SIMULATION methods & models ,COMPUTER simulation ,SECURITY systems ,IEEE 802.11 (Standard) ,COMPUTER network protocols - Abstract
This paper presents a novel analytical approach to calculate the saturation throughput of the Distributed Queuing Medium Access Control protocol for Ad Hoc Networks (DQMAN) in single-hop scenarios. DQMAN integrates a near-optimum MAC protocol into a passive clustering algorithm based on Carrier Sensing Multiple Access (CSMA). Therefore, based on models of both CSMA and centralized MAC protocols, a new model is presented to accurately calculate the saturation throughput of DQMAN in single-hop networks. In addition, the model presented can be extended to any MAC protocol based on the spontaneous clustering concept of DQMAN. The accuracy of the overall model has been assessed through link-level computer simulations. A performance evaluation of the protocol under different configurations is also presented together with a performance comparison with the IEEE 802.11 standard. [ABSTRACT FROM AUTHOR]
- Published
- 2008
- Full Text
- View/download PDF
19. Approximating the Evacuation of the World Trade Center North Tower using Computer Simulation.
- Author
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Galea, E. R., Sharp, G., Lawrence, P. J., and Holden, R.
- Subjects
COMPUTER simulation ,SIMULATION methods & models ,SEPTEMBER 11 Terrorist Attacks, 2001 ,TERRORISM - Abstract
This article concerns an investigation of the full scale evacuation of a building with a configuration similar to that of the World Trade Center (WTC) north tower using computer simulation. A range of evacuation scenarios is explored in order to better understand the evacuation of the WTC on 11 September 2001. The analysis makes use of response time data derived from a study of published WTC survivor accounts. Geometric details of the building are obtained from architects' plans while the total building population used in the scenarios is based on estimates produced by the National Institute of Standards and Technology formal investigation into the evacuation. This paper attempts to approximate the events of 11 September 2001 and pursue several 'what if' questions concerning the evacuation. In particular, the study explores the likely outcome had a single staircase survived intact from top to bottom. More generally, this paper explores issues associated with the practical limits of building size that can be expected to be efficiently evacuated using stairs alone. [ABSTRACT FROM AUTHOR]
- Published
- 2008
- Full Text
- View/download PDF
20. The Impact of Critical Sporadic Jobs on Gang Scheduling Performance in Distributed Systems.
- Author
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Helen D. Karatza
- Subjects
SIMULATION methods & models ,SYSTEMS engineering ,COMPUTER simulation ,COMPUTER software ,DISTRIBUTED computing ,COMPUTER networks - Abstract
A commonly used task scheduling algorithm for parallel and distributed systems is gang scheduling. In this paper, we study gang scheduling performance in the presence of critical sporadic jobs. A simulation model is used to address performance issues associated with gang scheduling on distributed processors for various workloads. Simulated results indicate that the relative performance of the gang scheduling policies depends on the arrival rates of gangs and critical sporadic jobs and also on the variability in the critical sporadic jobs inter-arrival times. [ABSTRACT FROM AUTHOR]
- Published
- 2008
- Full Text
- View/download PDF
21. FPGA-based Ultra-Low Latency HIL Fault Testing of a Permanent Magnet Motor Drive using RT-LAB-XSG.
- Author
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Christian Dufour
- Subjects
SOFTWARE protection ,HALL effect ,ELECTRIC currents ,COMPUTER simulation ,MATHEMATICAL models ,SIMULATION methods & models - Abstract
Presented is a real-time simulator of a permanent magnet synchronous motor (PMSM) drive implemented on an FPGA card. Real-time simulation of PMSM drives enables thorough testing of control strategies and software protection routines and therefore allows rapid deployment of vehicular or industrial applications. The proposed PMSM model is a phase domain model with sinusoidal flux induction. A 3-phase IGBT inverter drives the PMSM machine. Both models are implemented on an FPGA chip, without any VHDL coding, with the RT-LAB real-time simulation platform of Opal-RT Technologies using a Simulink blockset called Xilinx System Generator (XSG). The paper explains various aspects of the design of the motor drive models in fixed-point representation in XSG, as well as simulation validation against a standard PMSM drive model built in Simulink. The PMSM drive, along with a open-loop test source for the pulse width modulation, is coded for an FPGA card. The model has user-selectable dead time, modulation index, source angle offset, and frequency. The PMSM drive is completed with various encoder models (quadrature, Hall effects and resolver). The overall model compilation and simulation is entirely automated by RT-LAB. The drive can also run in a closed loop with a controller executing on a CPU of a real-time simulator. The phase-domain PMSM drive model runs with an equivalent 10 nanosecond time step (100 MHz FPGA card) and has a latency of 300 nanoseconds (PMSM machine and inverter). The motor drive is directly connected to digital inputs and analog outputs with 1 microsecond settling time on the FPGA card and has a resulting total hardware-in-the-loop latency of 1.3 microseconds. [ABSTRACT FROM AUTHOR]
- Published
- 2008
- Full Text
- View/download PDF
22. An Entire Strategy for Control of a Calender Roller System. Part III: Intelligent Settling Time-optimal Control.
- Author
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Kuo, Chung-Feng Jeffrey and Hung-Min Tu
- Subjects
SIMULATION methods & models ,COMPUTER simulation ,PROGRAMMABLE controllers ,COMPUTER software ,COMPUTER-aided design ,ERROR ,DECISION support systems ,AUTOMATIC control systems ,REAL-time control - Abstract
In the transient response of the calendar roller system, the settling time is expected to be short, the non-overshoot controller design needs to be reached, and good tracking property achieved. In Part I [1], the regular proportional-integral-derivative (PID) controller was designed to expedite the response of the calendar roller system without steady-state error. However, the overshoot still existed. In Part II [2], the shaping input scheme together with the designed regular PID controller were employed to regulate the calendar roller system input, so as to generate system non-overshoot and shorten the settling time. In this paper, the expert system (ES) method combined with the designed regular PID controller, as designed in Part I [1], were used to design the calendar roller system. It could be shown that it not only effectively eliminated the steady state error, but also shortened the settling time. The effectiveness of achieving settling time-optimal of the calendar system from the expert system could be shown from the computer simulation. [ABSTRACT FROM AUTHOR]
- Published
- 2008
- Full Text
- View/download PDF
23. Interoperability among Parallel DEVS Simulators and Models Implemented in Multiple Programming Languages.
- Author
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Thomas Wutzler
- Subjects
MIDDLEWARE ,INTERNETWORKING ,SCALABILITY ,SIMULATION methods & models ,COMPUTER simulation ,PROGRAMMING languages - Abstract
FleXible yet efficient eXecution of heterogeneous simulations benefits from concepts and methods that can support distributed simulation eXecution and independent model development. To enable formal model specification with submodels implemented in multiple programming languages, we propose a novel approach called the Shared Abstract Model (SAM) approach, which supports simulation interoperability for the class of Parallel Discrete Event System Specification (DEVS) compliant simulation models. Using this approach, models written in multiple programming languages can be eXecuted together using alternative implementations of the Parallel DEVS abstract simulator. In this paper, we describe the SAM concept, detail its specification and eXemplify its implementation with two disparate DEVS-simulation engines. We demonstrate the simplicity of integrating simulation of component models written in the programming languages Java, C++ and Visual Basic. We describe a set of illustrative eXamples that are developed in an integrated DEVSJAVA and Adevs environment. Further, we stage simulation eXperiments to investigate the eXecution performance of the proposed approach and compare it with alternatives. We conclude that application domains, in which independently-developed heterogeneous component models consistent with the Parallel DEVS formalism, benefit from a rigorous foundation and are also interoperable across different simulation engines. [ABSTRACT FROM AUTHOR]
- Published
- 2007
- Full Text
- View/download PDF
24. A Multirate Approach to Haptic Interaction with Deformable Objects Single and Multipoint Contacts.
- Author
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Barbagli, Federico, Prattichizzo, Domenico, and Salisbury, Kenneth
- Subjects
COMPUTER simulation ,ELECTROMECHANICAL analogies ,COMPUTER interfaces ,SIMULATION methods & models ,COMPUTER input-output equipment ,INTERFACE circuits - Abstract
In this paper we describe a new solution for stable haptic interaction with deformable object simulations featuring low servo rates and computational delays. The solution presented is a combination of the local model and the virtual coupling concepts proposed in the past. By varying the local model impedance depending on the local stiffness of the deformable object, the interaction between local model and simulation can always be made stable independently of low servo rates or computational delays. Moreover by using more complex local impedances that feature an integral term, we are able to control the steady-state error between the device and the surface of the deformable object This allows us to maximize the Z-width of the simulation, while obtaining overall stable behavior without using any added damping. The local model is always computed using the current deformable object surface, thus allowing for multi- point contact interaction, i.e., allowing multiple users to feel each other's influence on the object The proposed solution is presented and analyzed in a multirate setting. Experimental results employing a Phantom haptic interface are presented. [ABSTRACT FROM AUTHOR]
- Published
- 2005
- Full Text
- View/download PDF
25. Simulation–optimization approach for a continuous-review, base-stock inventory model with general compound demands, random lead times, and lost sales.
- Author
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Attar, Ahmad, Raissi, Sadigh, and Khalili-Damghani, Kaveh
- Subjects
SIMULATION methods & models ,COMPUTER simulation ,INVENTORY control ,MIXTURE distributions (Probability theory) ,HYBRID computer simulation - Abstract
A continuous-review, base-stock inventory model considering lost sales is proposed for general compound demands and random lead times. This model is a generalized form of the (S, d) policy, which has already been shown to be the best modified base-stock policy (MBSP) for Poisson demand and fixed lead times. In this paper, customers’ inter-arrival times, demand sizes, and lead times are extended in a probabilistic situation with free distributions. Then, a hybrid simulation–optimization approach is developed to handle these generalized conditions. This approach uses design of experiments, a simulation model, and regression analysis to obtain the long-run cost function of the system under this extended MBSP. The optimal settings of this policy are achieved using a mathematical optimization model. Employing a simulation model, a cost function, and mathematical models makes this approach applicable for finding the optimal settings even in the presence of realistic restrictions and uncertainties. Moreover, a simulation-based procedure is introduced to find the optimal stock level for the traditional base-stock policy. The applicability of the proposed approach is illustrated through a real-world case study. Finally, a sensitivity analysis is applied using a series of benchmark instances, and some robustness properties are shown. [ABSTRACT FROM AUTHOR]
- Published
- 2016
- Full Text
- View/download PDF
26. Development and validation of a finite element model for road safety barrier impact tests.
- Author
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Teng, Tso-Liang, Liang, Cho-Chung, and Tran, Thanh-Tung
- Subjects
ROAD safety measures ,TRAFFIC safety ,CRASH testing ,SIMULATION methods & models ,ACCIDENT prevention ,COMPUTER simulation - Abstract
Road safety barriers are roadside structures installed on certain sections of the road to improve highway safety by preventing a vehicle from leaving the road and colliding with roadside hazards. Road safety barriers are an effective solution for reducing the risk of injuries on modern roads. A road safety barrier must meet minimum standards of construction and materials design. Normally, they must undergo crash tests according to the European standard EN 1317 or the Manual for Assessing Safety Hardware by the American Association of State Highway and Transportation Officials. On the basis of these standards, each safety barrier must pass standardized crash tests as mandated in their approval procedures. Currently, computer simulation methods are typically used by researchers to analyze the performance of roadside safety barriers. Advancement in computer technology could facilitate the finite element method in replacing expensive experimental tests. This paper presents an approach for constructing and evaluating a finite element model for road safety barriers according to European standard EN 1317 by using the finite element code LS-DYNA. Excellent agreement between real-world test data and simulation results was achieved for behavior and impact severity values. The results obtained using the model ensure the exactness of the proposed method and prove that the numerical method is a practical approach for eliminating road safety barrier problems. Furthermore, the model was able to replace experimental tests for developing road safety barriers, thus reducing time and money. [ABSTRACT FROM AUTHOR]
- Published
- 2016
- Full Text
- View/download PDF
27. Synchronization and anti-synchronization of fractional dynamical networks.
- Author
-
Zhang, Runfan, Chen, Diyi, Do, Younghae, and Ma, Xiaoyi
- Subjects
FUZZY systems ,ROBUST control ,SYNCHRONIZATION ,COMPUTER simulation ,SIMULATION methods & models - Abstract
The issue of synchronization between dynamical systems has attracted much attention, and the systems with integer-order dynamical networks have been well studied. The synchronous behavior of fractional-order dynamical systems is very interesting and importance, but has rarely been studied. In this paper, we studied the synchronization and anti-synchronization behavior between integer-order dynamical networks and fractional-order dynamical systems via a Takagi-Sugeno fuzzy model. Remarkably, there is synchronous behavior in such a system, and this is dramatically different from the behavior of integer-order dynamical networks. Moreover, we studied the impact of different coupling strengths on the dynamical process of synchronization and robustness of the designed controller to different coupling functions, different dimensions of dynamical equations and different fractional orders. Finally, we propose the theoretical analysis, which coincides well with the numerical simulations of five typical examples. [ABSTRACT FROM AUTHOR]
- Published
- 2015
- Full Text
- View/download PDF
28. Modified function projective lag synchronization of hyperchaotic complex systems with parameter perturbations and external perturbations.
- Author
-
Wang, Xingyuan and Wei, Na
- Subjects
SYNCHRONIZATION ,COMPUTER simulation ,ADAPTIVE control systems ,PERTURBATION theory ,SIMULATION methods & models - Abstract
In this paper, a novel synchronization method of modified function projective lag synchronizations (MFPLS) between identical and nonidentical hyperchaotic complex nonlinear systems with parameter perturbations and external perturbations is proposed. In the method, the states of two hyperchaotic complex systems with parameter perturbations and external perturbations are asymptotically lag synchronized up to a desired scaling function matrix, and all the perturbations in the parameters asymptotically converge to zero. Base on the Lyapunov stability theory, the adaptive controller and updating laws of parameter perturbations are designed to achieve MFPLS between the drive and response systems. Theoretically the proof that the drive and response system will asymptotically lag synchronization and numerical simulations verify the feasibility and effectiveness of the proposed scheme. [ABSTRACT FROM AUTHOR]
- Published
- 2015
- Full Text
- View/download PDF
29. Simulation-based adaptive calibration and optimization of intelligent transportation systems for highway congestion management.
- Author
-
Zou, Guangyu and Kulkarni, Rakesh
- Subjects
TRANSPORTATION management ,TOLL plazas ,SIMULATION methods & models ,COMPUTER simulation ,TRANSPORTATION fares ,CIVIL engineering ,MANAGEMENT - Abstract
The paper introduces an adaptive optimization framework that is used to calibrate and optimize multiple intelligent transportation strategies such as high occupancy toll (HOT), ramp metering, and variable speed limits. The framework is capable of estimating the OD (origin–destination) matrix, calibrating the model with the experimental data, and conducting system optimization in transportation. This capability is shown with simulation experiments based on the public data of I-95 Florida. The preliminary results show that the revenue increases with target speed up to a point, after which the revenue drops. Also, the throughput on the HOT increases with decreasing target speed. So, to maximize revenue and throughput together, the optimal values are observed at moderate levels of the feasible range. Also, in the presence of accidents, the total throughput is improved by decreasing the toll rate. Optimal level of vehicles on the HOT lanes is examined to minimize vehicle emissions. [ABSTRACT FROM PUBLISHER]
- Published
- 2014
- Full Text
- View/download PDF
30. A genetic algorithm-based computed torque control for slider–crank mechanism in the ship’s propeller.
- Author
-
Farzadpour, Farsam and Faraji, Hossein
- Subjects
ALGORITHMS ,COMPUTER simulation ,MOTION control devices ,SIMULATION methods & models ,MECHANICAL movements - Abstract
A lot of endeavors regarding the development of slider–crank mechanism in the ship’s propeller have been made and continue to be investigated. This paper presents the position control of a slider–crank mechanism, which is driven by the piston cylinder actuator to adjust the blade pitch angle. An effective motion control strategy known as the computed torque control can ensure global asymptotic stability. However, it is essential for this control scheme to have a precise and accurate system model. Moreover, large amounts of changes in the output and even instability of process are caused by a small amount of measurement or process noise, when the derivative gain is sufficiently large. Accordingly, in order to compensate any parameter deviation and disturbances as well as minimizing errors, we have presented a genetic algorithm-based computed torque control system which adjusts the proportional-derivative gains. Computer simulations are performed which reveals that asymptotically stability is reached and it confirms the effectiveness and high tracking capability of the proposed control scheme. [ABSTRACT FROM PUBLISHER]
- Published
- 2014
- Full Text
- View/download PDF
31. A co-simulation method as an enabler for joint analysis and design of MAS-based electrical power protection and communication.
- Author
-
Li, Weilin, Luo, Min, Zhu, Lin, Monti, Antonello, and Ponci, Ferdinanda
- Subjects
MULTIAGENT systems ,COMPUTER simulation ,SIMULATION methods & models ,BANDWIDTHS ,DIRECT currents - Abstract
Multi-agent system (MAS) protection is under investigation as a potential method for distributed control in modern electrical power systems. The coordination of the MAS is based on local measurements available to each agent’s site as well as on the information exchanged between agents over the communication network. Hence, the communication network should be considered to be a main factor in determining overall system performance.Numerical simulation is a fundamental tool of the design process. Existing electric power simulation tools can satisfactorily model traditional power systems where power and communication are considered to be decoupled and MAS are not present. Similarly, the simulation tools for communication systems have been developed independently from the application, particularly power system scenarios, so they are decoupled from the actual use of the information. If the loop between communication and power is closed and the coupling is strong, as in MAS-controlled power systems, such a simulation environment may yield unrealistic results.Aiming at filling this gap, this paper proposes a co-simulation solution for power systems, communication networks, and MAS, based on the extended capability of the co-simulation platform called VPNET. VPNET consists of three parts: Virtual Test Bed for time domain simulation of power systems, OPNET for the simulation of communication networks, and the Co-simulation Coordinator for data exchange and time synchronization between the other two simulators. The Co-simulation Coordinator has been exploited for MAS integration, as the rules of each agent are defined in the modules provided by the Co-simulation Coordinator.The proposed extended co-simulation platform is tested in the analysis of the performance of the MAS-based protection schemes of a medium-voltage DC shipboard power system. Numerical simulations have been performed for communication testing and protection testing. In the communication test, the network parameters (bandwidth and transmission time) are analyzed to evaluate the performance of the communication network under various conditions; in particular, links failure. The MAS-based protection system was then tested under various operating conditions of the communication network (latency and links failure). From the simulation results it can be seen that the designed MAS protection can handle these conditions successfully. Particularly in the link failure conditions, this co-simulation platform could simulate the re-routing process of the communication network and lead to correct protection performance, which is impossible with individual simulators alone. These simulation results show the utility of VPNET in exploring the design trade-offs between protection strategies and communication in the design phase. [ABSTRACT FROM AUTHOR]
- Published
- 2013
- Full Text
- View/download PDF
32. A model-based methodology to predict the compressor behaviour for the simulation of turbocharged engines.
- Author
-
Taburri, M, Chiara, F, Canova, M, and Wang, Y-Y
- Subjects
COMPRESSORS ,TURBOCHARGERS ,SIMULATION methods & models ,COMPUTER simulation ,FRICTION - Abstract
Modelling the flow and efficiency of turbochargers for engine system simulation and control applications is an established practice that relies on the steady-state maps provided by manufacturer suppliers. However, as often occurs in practice, only a limited fraction of data is available in the compressor and turbine operating domain. For this reason, several modelling techniques have been proposed to interpolate and extrapolate flow and efficiency data. Most of the modelling approaches, based on black- or grey-box approaches, have limited predictive ability and typically low accuracy in off-design conditions, such as at engine idle or low engine speed. The current paper presents a novel model-based approach for overcoming the sparse nature of the available compressor maps, characterizing the flow and efficiency outputs of automotive centrifugal compressors by using extrapolation methods that are physically consistent with the conservation principles and actual behaviour of the system. The approach relies on a predictive model based on the thermodynamic analysis of a centrifugal compressor stage. The model builds upon the mass, energy, and entropy balance equations for compressible fluids. Specific sub-models are then introduced to account for the effects of slip phenomena, incidence losses, friction, and heat transfer losses, leading to high fidelity and predictive ability in off-design conditions. A detailed analysis of the model calibration and validation process is presented, utilizing data from two different automotive compressors. Finally, the procedure described is applied to characterize the compressor performance in engine system simulation, in comparison with a conventional (data-driven) model. [ABSTRACT FROM AUTHOR]
- Published
- 2012
- Full Text
- View/download PDF
33. Users’ perceptions of the relative costs and benefits of 2D and 3D visual displays in discrete-event simulation.
- Author
-
Akpan, Ikpe Justice and Brooks, Roger J
- Subjects
DISCRETE systems ,COMPUTER simulation ,SIMULATION methods & models ,VIDEO display terminals ,DECISION making - Abstract
The use of two-dimensional (2D) and three-dimensional (3D) visual displays for discrete-event simulation (DES) has become very popular within the simulation community in recent years. This paper presents results from surveys of users of 3D and 2D simulation applications regarding their views of the impact, benefits and drawbacks of 3D displays. The results indicate that 3D displays can often be more effective than 2D displays in communication, verification and validation, and experimentation. This can lead to a better project outcome with an improved understanding of the real system and a better solution for the decision maker. The main drawback is the additional cost, time and complexity of building the model. Potential implications for modeling in general are the importance of being able to relate the model to the real system and of involving the decision maker in the modeling process. [ABSTRACT FROM PUBLISHER]
- Published
- 2012
- Full Text
- View/download PDF
34. Educational software to study alternative internal combustion engine cycles.
- Author
-
Zueco, Joaquín
- Subjects
- *
EDUCATION software , *INTERNAL combustion engines , *THERMODYNAMICS , *COMPUTER simulation , *SIMULATION methods & models - Abstract
This paper illustrates the use of engine modelling in the educational setting through the development and use of software for the simulation of cycles of different internal combustion engines. Modelling and computer simulation of an internal combustion engine's operating processes offer a valuable tool for enhancing understanding of real physical phenomena and contribute significantly to optimizing and controlling the engine's operation to meet different objectives. The paper begins by describing the theoretical models of engine operation. These models are for various fluids: perfect gas, ideal gas and air/fuel mixes; and for constant volume (Otto cycle), constant pressure and mixed (diesel) cycles. The software has been developed to solve many problems and it facilitates understanding of the thermodynamic fundamentals of an internal combustion engine. Overall, this study demonstrates the power of such an engine simulation tool in an educational setting. [ABSTRACT FROM AUTHOR]
- Published
- 2011
- Full Text
- View/download PDF
35. A new method to predict the permanent deformation of rectangular plates based on shock energy compensation.
- Author
-
Liangjun Li and Weikang Jiang
- Subjects
STRUCTURAL plates ,DYNAMIC testing of materials ,UNDERWATER explosions ,DEFORMATIONS (Mechanics) ,COMPUTER simulation ,NUMERICAL analysis ,SIMULATION methods & models ,MODEL validation - Abstract
The response of plate subjected to underwater explosion loading is of major concern in a variety of marine, ship and offshore platform applications. This paper first conducts the theoretical analysis of the shock loading acting on the plate exposed to underwater explosion. Thereafter, an effective numerical method is adopted to compute the central plastic deformation of the rectangular plates shocked by primary shock wave without regard to the modeling of surrounding water. Therefore numerical computation efficiency is highly improved. Due to the disregard of the gas bubble pulsation energy, numerical central deflections of the rectangular plates are less than the experimental results. Thus, an energy-modified method is advanced to modify the numerical results according to the energy distribution during underwater explosion. The comparison of two types of modified numerical predictions with experimental results piece-wise shows good agreement. [ABSTRACT FROM PUBLISHER]
- Published
- 2011
- Full Text
- View/download PDF
36. Stateless Fair Admission Control.
- Author
-
Jui-Pin Yang
- Subjects
BROADBAND communication systems ,BANDWIDTHS ,DIGITAL communications ,DATA transmission systems ,SIMULATION methods & models ,COMPUTER simulation - Abstract
The heavily loaded flows usually occupy more bandwidth than that of the lightly loaded flows under congested traffic conditions. Without effective bandwidth management mechanisms, malicious users may violate congestion control principles in order to get maximum bandwidth. Therefore, how to provide fair bandwidth sharing with low implementation complexity is a critical issue for high-speed networks. An active queue management mechanism, stateless fair admission control (SFAC), is proposed in this paper, which can provide good fairness on bandwidth allocation. Furthermore, the SFAC does not have to maintain per-flow state in each router. The main idea of the SFAC is that two admission thresholds can optimally change according to traffic variations. By comparing the admission thresholds with the hit number of each arrival packet, the SFAC is able to guarantee fair buffer occupancy for each flow. The SFAC employs a single first in, first out buffer, so that it can provide fair bandwidth sharing. In a word, the SFAC is completely stateless, so it possesses the great advantage of being easy to implement. Computer simulations concluded that the SFAC is capable of providing good fair bandwidth sharing under a range of traffic conditions. [ABSTRACT FROM PUBLISHER]
- Published
- 2011
- Full Text
- View/download PDF
37. Formal Specification and Analysis of Domain Specific Models Using Maude.
- Author
-
Rivera, José E., Durán, Francisco, and Vallecillo, Antonio
- Subjects
PROGRAMMING languages ,ENGINEERING models ,ENGINEERING ,MATHEMATICAL models ,SEMANTICS ,COMPUTER simulation ,SIMULATION methods & models - Abstract
Modeling languages play a cornerstone role in model-driven software development for representing models and metamodels. Modeling languages are usually defined in terms of their abstract and concrete syntax. This allows the rapid development of languages and some associated tools (e.g. editors), but does not allow the representation of their behavioral semantics, something especially important in certain industrial environments in which simulation and verification are critical issues. In this paper we explore the use of Maude as a formal notation for describing models, metamodels, and their dynamic behavior, making models amenable to formal analysis, reasoning, and simulation. [ABSTRACT FROM AUTHOR]
- Published
- 2009
- Full Text
- View/download PDF
38. Engineering the Dynamic Behavior of Metamodeled Languages.
- Author
-
Mészáros, Tamás, Mezei, Gergely, and Charaf, Hassan
- Subjects
ENGINEERING ,COMPUTER simulation ,SIMULATION methods & models ,VISUAL programming languages (Computer science) ,PROGRAMMING languages ,COMPUTER science - Abstract
Language engineering is a key factor in Multi-Paradigm Modeling (MPM). Since MPM strongly builds on metamodeling, the applied language engineering methods must also be generic enough to support various metamodels. Besides the generic methods to build the abstract and concrete syntax of a visual language, only a few solutions are available to describe the dynamic behavior ('animation') of the models. The aim of this paper is to contribute (i) an event-based conceptual architecture to support animation, (ii) a set of visual languages to describe the animation of the models and their execution. These concepts were used to implement the animation support in our tool called Visual Modeling and Transformation System (VMTS). The VMTS animation framework introduces novel languages to describe certain aspects of animation, while integrating the benefits of the existing approaches. Our solution clearly separates the domain knowledge and the animation description both on a conceptual and implementation level. Thus, the VMTS offers a concise and systematic solution to provide a highly customizable animation framework for metamodeled languages with strong integration support to external systems such as simulation engines. The efficiency of the approach is illustrated with a rather complex animation case study implementing a model transformation debugger. [ABSTRACT FROM AUTHOR]
- Published
- 2009
- Full Text
- View/download PDF
39. Impact of the Physical Layer Modeling on the Accuracy and Scalability of Wireless Network Simulation.
- Author
-
Hamida, Elyes Ben, Chelius, Guillaume, and Gorce, Jean Marie
- Subjects
WIRELESS communications ,COMPUTER simulation ,TELECOMMUNICATION systems ,COMPUTER networks ,SCALABILITY ,SIMULATION methods & models ,OPERATIONS research - Abstract
Recent years have witnessed a tremendous growth of research in the field of wireless systems and networking protocols. Consequently, simulation has appeared as the most convenient approach for the performance evaluation of such systems and several wireless network simulators have been proposed in recent years. However, the complexity of the wireless physical layer (PHY) induces a clear tradeoff between the accuracy and the scalability of simulators. Thereby, the accuracy of the simulation results varies drastically from one simulator to another. In this paper, we focus on this tradeoff and we investigate the impact of the physical layer modeling accuracy on both the computational cost and the confidence in simulations. We first provide a detailed discussion on physical layer issues, including the radio range, link and interference modeling, and we investigate how they have been handled in existing popular simulators. We then introduce a flexible and modular new wireless network simulator, called WSNet. Using this simulator, we analyze the influence of the PHY modeling on the performance and the accuracy of simulations. The results show that the PHY modeling, and in particular interference modeling, can have a significant impact on the behavior of the evaluated protocols at the expense of an increased computational overhead. Moreover, we show that the use of realistic propagation models can improve the simulation accuracy without inducing a severe degradation of scalability. [ABSTRACT FROM AUTHOR]
- Published
- 2009
- Full Text
- View/download PDF
40. Facilitating the Analysis of a UK National Blood Service Supply Chain Using Distributed Simulation.
- Author
-
Mustafee, Navonil, Taylor, Simon J. E., Katsaliaki, Korina, and Brailsford, Sally
- Subjects
COMPUTER simulation ,BLOOD banks ,SUPPLY chains ,DONOR blood supply ,SUPPLY chain management ,SIMULATION methods & models ,COMPUTER software - Abstract
In an attempt to investigate blood unit ordering policies, researchers have created a discrete-event model of the UK National Blood Service (NBS) supply chain in the Southampton area of the UK. The model has been created using Simul8, a commercial off-the-shelf (COTS) discrete-event simulation package (CSP). However, as more hospitals were added to the model, it was discovered that the length of time needed to perform a single simulation severely increased. It has been claimed that distributed simulation, a technique that uses the resources of many computers to execute a simulation model, can reduce simulation runtime. Further, an emerging standardized approach exists that supports distributed simulation with CSPs. These CSP Interoperability (CSPI) standards are compatible with the IEEE 1516 standard, the High Level Architecture (HLA), the de facto interoperability standard for distributed simulation. To investigate if distributed simulation can reduce the execution time of NBS supply chain simulation, this paper presents experiences of creating a distributed version of the CSP Simul8 according to the CSPI/HLA standards. It shows that the distributed version of the simulation does indeed run faster when the model reaches a certain size. Further, we argue that understanding the relationship of model features is key to performance. This is illustrated by experimentation with two different protocols implementations (using Time Advance Request (TAR) and Next Event Request (NER)). Our contribution is therefore the demonstration that distributed simulation is a useful technique in the timely execution of supply chains of this type and that careful analysis of model features can further increase performance. [ABSTRACT FROM AUTHOR]
- Published
- 2009
- Full Text
- View/download PDF
41. Going Stupid with EcoLab.
- Author
-
Standish, Russell K.
- Subjects
COMPUTER simulation ,SIMULATION methods & models ,MODEL-integrated computing ,COMPUTER software ,C++ ,OBJECT-oriented programming languages ,JAVA programming language ,PROGRAMMING languages - Abstract
The very simple model known as Stupid Model was proposed in 2005. Stupid Model could be implemented within a couple of hours, and was later extended to demonstrate the use of common ABM platform functionality. Implementations of the model in several agent-based modeling platforms were provided, and platforms were compared for ease of implementation and performance. In this paper, Stupid Model is implemented in the EcoLab simulation platform (a C++ based modeling platform), demonstrating that it is a feasible platform for these sorts of models. The performance of the implementation is compared with the Repast, Mason and Swarm versions. [ABSTRACT FROM AUTHOR]
- Published
- 2008
- Full Text
- View/download PDF
42. Damage monitoring of refractory wall in a generic entrained-bed slagging gasification system.
- Author
-
Chakraborty, S., Sarkar, S., Gupta, S., and Ray, A.
- Subjects
REFRACTORY materials ,SIMULATION methods & models ,ALGORITHMS ,COMPUTER simulation ,OIL gasification - Abstract
The main cause of performance degradation in entrained-bed slagging gasification systems is attributed to evolution of structural damage in the refractory walls. Early detection of such damage is necessary to avert unscheduled shutdown of a gasification plant. This paper develops an integrated computer simulation model of a generic entrained-bed slagging gasifier for formulation of a damage prediction algorithm with the objective of real-time degradation monitoring and condition-based maintenance of refractory walls. The integrated simulation model yields: (a) quasi-steady-state spatial temperature profiles at any cross-section of the gasification system, and (b) dynamic response of the refractory wall temperature that is measured by an array of sensors installed at specified locations on the external surface of the gasifier wall. The key idea for early detection of refractory-wall damage is built upon the fact that a local anomaly (i.e. deviation from the nominal condition) is likely to influence the temperature gradient in the refractory wall due to changes in the thermal impedance. The information from dynamic response of refractory temperature is extracted in a compressed form as statistical patterns of evolving anomaly through usage of a recently reported data-driven pattern identification tool called symbolic dynamic filtering (SDF). The results of this model-based investigation show that the proposed anomaly detection and damage prediction method is potentially capable of characterizing the health status of refractory walls in particular and the entire gasification system in general. The SDF algorithms in this paper are implemented on the MATLAB platform and are interfaced with the gasification plant simulation model for emulation of real-time degradation monitoring. [ABSTRACT FROM AUTHOR]
- Published
- 2008
- Full Text
- View/download PDF
43. DEVS Approach to Real-time RTI Design for Large-scale Distributed Simulation Systems.
- Author
-
Boukerche, Azzedine, Ming Zhang, and Shadid, Ahmad
- Subjects
DISCRETE choice models ,MIDDLEWARE ,COMPUTER architecture ,COMPUTER science ,SIMULATION methods & models ,COMPUTER simulation - Abstract
HLA/RTI is one of the dominant middleware for large-scale distributed simulation. However, traditional RTI design and resulting implementations have been facing several difficulties, especially in satisfying the requirements for real-time distributed simulations. Many improved or novel RTI designs have been proposed in recent years, which aim to improve the real-time capabilities of RTI systems. Such designs are in general non-formalized, and the realizations of the designs are highly time-consuming and error-prone practices. In this paper, we propose a formal real-time RTI (RT-RTI) design approach using Discrete Event System Specification (DEVS). We discuss the feasibility of using DEVS and, as an additional step, we consider the case study of two recently proposed RT-RTI designs through a formalized DEVS model system. Our focus is how a DEVS component-based formalized design approach can predict some of the key design factors before the design is realized, or can further validate and consolidate realized RT-RTI designs. [ABSTRACT FROM AUTHOR]
- Published
- 2008
- Full Text
- View/download PDF
44. Throttled Lazy Cancellation in Time Warp Parallel Simulation.
- Author
-
Hussam M. Soliman Ramadan
- Subjects
COMPUTER simulation ,MATHEMATICAL models ,SIMULATION methods & models ,COMPUTER software ,COMPUTER logic ,COMPUTER science - Abstract
Time Warp parallel simulations need efficient schemes to cancel erroneous event messages in order to achieve acceptable performance levels. Lazy cancellation depends on delaying the cancellation of incorrect computations until rolled-back events are re-processed. An antimessage is then sent for cancellation only if an output message re-produced after rollback is found to be unequal to its counterpart produced before rollback. One drawback of this approach is that antimessages are sent too late to catch the wave of incorrect computations, which results in more rollbacks. In this paper, we suggest an enhanced lazy cancellation technique that aims to throttle incorrect computations. It asks logical processes (LPs) that have received any output messages, generated from the first execution of a rolled-back input event in some neighboring LP, to mark those messages as temporarily blocked. Those messages remain in a blocked state until it is later decided whether or not they must be cancelled. The receiving LP becomes blocked only after a blocked input message becomes the next message to process. After re-executing the rolled-back input event, the sending LP sends each of its receiving LPs either an `Unblock' message or an antimessage for each previously marked output message, depending on the result of the equality test of that output message's versions before and after rollback. Experimental results for a synthetic benchmark show that our technique can yield better performance than both lazy and aggressive cancellation. [ABSTRACT FROM AUTHOR]
- Published
- 2008
- Full Text
- View/download PDF
45. Generalized Cross-entropy Methods with Applications to Rare-event Simulation and Optimization.
- Author
-
Z.I. Botev
- Subjects
SIMULATION methods & models ,CROSS-entropy method ,MONTE Carlo method ,ESTIMATION theory ,MATHEMATICAL optimization ,COMPUTER simulation - Abstract
The cross-entropy and minimum cross-entropy methods are well-known Monte Carlo simulation techniques for rare-event probability estimation and optimization. In this paper, we investigate how these methods can be eXtended to provide a general non-parametric cross-entropy framework based on -divergence distance measures. We show how the χ 2distance, in particular, yields a viable alternative to the Kullback—Leibler distance. The theory is illustrated with various eXamples from density estimation, rare-event simulation and continuous multi-eXtremal optimization. [ABSTRACT FROM AUTHOR]
- Published
- 2007
- Full Text
- View/download PDF
46. Efficient Simulation of a Tandem Queue with Server Slow-down.
- Author
-
D.I. Miretskiy
- Subjects
SIMULATION methods & models ,COMPUTER simulation ,TANDEM computers ,CLIENT/SERVER computing ,WORKLOAD of computer networks ,COMPUTER programming - Abstract
Tandem Jackson networks and more sophisticated variants have found widespread application in various domains. One such variant is the tandem queue with server slow-down, in which the server of the upstream queue reduces its service speed as soon as the downstream queue eXceeds some prespecified threshold, to provide the downstream queue some sort of `protection'. This paper focuses on the overflow probabilities in the downstream queue. Owing to the Markov structure these can be solved numerically, but the resulting system of linear equations is usually large. An attractive alternative could be to resort to simulation, but this approach is cumbersome due to the rarity of the event under consideration. A powerful remedy is to use importance sampling, i.e. simulation under an alternative measure, where unbiasedness of the estimator is retrieved by weighing the observations by appropriate likelihood ratios. To find a good alternative measure, we first identify the most likely path to overflow. For the standard tandem queue (i.e. no slow-down) this path was known, but we develop an appealing novel heuristic which can also be applied to the model with slow-down. The knowledge of the most likely path is then used to devise importance sampling algorithms, both for the standard tandem system and for the system with slow-down. Our eXperiments indicate that the corresponding new measure is sometimes asymptotically optimal, and sometimes not. We systematically analyze the cases that may occur. [ABSTRACT FROM AUTHOR]
- Published
- 2007
- Full Text
- View/download PDF
47. Using Permuted States and Validated Simulation to Analyze Conflict Rates in Optimistic Replication.
- Author
-
An-I Andy Wang
- Subjects
COMPUTER simulation ,REPLICATION (Experimental design) ,COMPUTER network architectures ,SIMULATION methods & models ,MATHEMATICAL models ,HYBRID computer simulation - Abstract
Optimistic replication provides high data availability in the presence of network outages. Although widely deployed, this relaXed consistency model introduces concurrent updates, whose behavior is poorly understood due to the vast state space. This paper introduces the notion of permuted states to eliminate system states that are redundant and unreachable, which can constitute the majority of states (4069 out of 4096 for four replicas). With the aid of permuted states, we are for the first time able to construct analytical models beyond the two-replica case. By eXamining the analysis for 2 to 4 replicas, we can demystify the process of forming identical conflicts—the most common conflict type at high replication factors. Additionally, we have automated and optimized the generation of permuted states, which allows us to eXplore higher replication factors (up to 10 replicas) using hybrid techniques. It also allows us to validate our results with eXisting simulations based on actual replication mechanisms, which previously were analytically validated with only one pair of replicas. Finally, we have discovered that update locality and bimodal access patterns are the primary factors contributing to the formation of identical conflicts. [ABSTRACT FROM AUTHOR]
- Published
- 2007
- Full Text
- View/download PDF
48. Injection Gate Definition for Improving the Accuracy of Liquid Composite Molding Process Simulation.
- Author
-
Chensong Dong
- Subjects
MOLDING materials ,COMPUTER simulation ,FINITE element method ,BOUNDARY value problems ,SIMULATION methods & models ,PLASTIC molds - Abstract
Computer simulation has become an efficient and cost-effective tool for the liquid composite molding (LCM) processes, including the RTM, VARTM, and resin infusion, compared to trial-and-error. The purpose of simulation is to accurately reflect the real situation. Since the simulation is predominantly based on the control volume finite element method (CVFEM), the boundary conditions such as gate and vent definition need to be properly defined. In this paper, the errors of the CVFEM based mold filling simulation were analyzed. The error sources were identified as the mesh near gates and vents, and gate definition. By conducting 3-D and 2-D simulation case studies, the influence of the gate definition on the simulation result was studied. Because many composite parts are shells and can be regarded as surfaces. 2-D simulation is favorable because of the better efficiency and simpler pre-processing. For this purpose, a method for mold filling simulation incorporating the gate size effect the effective gate method (EGM) - was developed. This method was validated through case studies. It shows that the EGM provides an effective and efficient approach to the CVFEM mold filling simulation incorporating the effect of injection gate size. [ABSTRACT FROM AUTHOR]
- Published
- 2007
- Full Text
- View/download PDF
49. Modeling and Simulation in Inquiry Learning: Checking Solutions and Giving Intelligent Advice.
- Author
-
Bravo, Crescencio, Van Joolingen, Wouter R., and De Jong, Ton
- Subjects
TEACHING ,SIMULATION methods & models ,INQUIRY (Theory of knowledge) ,COMPUTER simulation ,THEORY of knowledge ,OPERATIONS research - Abstract
Inquiry learning is a didactic approach in which students acquire knowledge and skills through processes of theory building and experimentation. Computer modeling and simulation can play a prominent role within this approach. Students construct representations of physical systems using modeling. Using simulation, they execute these representations to study the phenomena or systems modeled. However, the modeling task is complex, and students can fail to create adequate models, which prevents effective learning. This necessitates supportive measures to scaffold the modeling processes. In this paper, we address the issue of designing such support through the development of intelligent advice to be incorporated in modeling environments. The advice is based on the definition of a family of reference solutions for each modeling problem, on the comparison of the reference solutions with the students' solutions, and on the use of an advice knowledge base. This advice guides the students to the construction of a better solution, helping them acquire the knowledge required for successful modeling and for the correction of modeling mistakes. In a collaborative session, having the advice encourages discussion between students about the advice and the best way of proceeding. Empirical validations of the advice approach are presented. [ABSTRACT FROM AUTHOR]
- Published
- 2006
- Full Text
- View/download PDF
50. Understanding the modelling and analysis of a shunt active power filter using MATLAB/Simulink.
- Author
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Bayindir, K. Çagatay and Ermis, Muammer
- Subjects
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MATHEMATICAL models , *HARMONIC analysis (Mathematics) , *SIMULATION methods & models , *COMPUTER simulation , *MATHEMATICAL analysis , *PROGRAMMING languages , *ELECTRIC current rectifiers , *USER interfaces , *GRADUATE students - Abstract
This paper deals with the modelling and analysis of a shunt active power filter by the use of a MATLAB/Simulink program. The modelling approach adopted in the paper is graphical in nature, as opposed to mathematical models embedded in code using a high-level computer language. The model is presented clearly and in a detailed manner, targetted especially at postgraduate students. The performance of the active power filter is illustrated by considering a 400kV A, six-pulse, fully controlled bridge rectifier supplied from a typical distribution system via a rectifier transformer. [ABSTRACT FROM AUTHOR]
- Published
- 2006
- Full Text
- View/download PDF
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