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Models and representation of their ownership

Models and representation of their ownership

引用

simulation Winter Conference

作者： H.S. Sarjoughian B.P. Zeigler Dept. of Electr. & Comput. Eng. Arizona Univ. Tucson AZ USA Arizona Center for Integrative Modeling and Simulation Electrical and Computer Engineering Department University of Arizona Tucson Tucson AZ USA

Models, similar to other intellectual properties, are increasingly being treated as commodities worthy of protection. Providing ownership for models is key for promoting model reusability, composability, and distributed simulation. However, to date, it appears no principled approach has been developed to support ownership of models. Instead, individuals such as modelers and legal personnel employ ad hoc means to obtain and (re)use models developed and owned by others. We briefly describe access control capabilities offered by computer languages, operating systems, and HLA ownership management services. The examinations of such methods suggest the need for formal ownership specification. We discuss, in an informal setting, requirements for model ownership from the point of view of increasing demand and necessity for model reuse, distributed simulation, and future trends for collaborative model development. We develop concepts for model ownership suitable for collaborative model development and distributed execution. Based on the developed concepts, we present an approach, within the DEVS modeling and simulation framework, for specifying model ownership. We close with the consideration of the proposed approach for the Collaborative DEVS modeling environment and a brief discussion of HLA services relevant to model ownership.

关键词： Collaboration Computational modeling Intellectual property Protection Law Legal factors Personnel Access control computer languages Operating systems

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Application of the DEVS Framework in Construction simulation 06

Application of the DEVS Framework in Construction Simulation

引用

simulation Winter Conference

作者： Sivakumar Palaniappan Anil Sawhney Hessam S. Sarjoughian Del E. Webb School of Construction Ira A. Fulton School of Engineering Arizona State University Tempe AZ USA Arizona Center for Integrative Modeling Simulation Department of Computer Science and Engineering Ira A. Fulton School of Engineering Arizona State University Tempe AZ USA

ISBN: (纸本)9781424405015

The discrete event systems specification (DEVS) framework is based on systems engineering principles and is used for modeling and simulation in many application domains. This framework supports a number of important features such as component based hierarchical simulation model development, scalability, reusability and distributed simulation. This paper demonstrates the application of the DEVS framework for construction simulation through a simple, but representative real world application. The application focuses on analyzing the work flow between various trade contractors in production home building. The software tool 'DEVSJAVA' is used for modeling and simulation of the construction application. DEVSJAVA is object oriented; it implements the DEVS framework using Java programming language. This paper consists of three main components: an overview of the state-of-the-art in construction simulation methods and tools, an introduction to the DEVS framework, and a detailed construction example to highlight the application of DEVS framework

关键词： Object oriented modeling Application software Discrete event systems Systems engineering and theory Discrete event simulation Scalability Production Buildings Software tools Java

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Conceptions of curriculum for simulation education

Conceptions of curriculum for simulation education

引用

simulation Winter Conference

作者： H. Szczerbicka J. Banks R.V. Rogers T.I. Oren H.S. Sarjoughian B.P. Zeigler Institute for Computer Science Fachbereich Mathematik und Informatik University of Hannover Hanover Germany AutoSimulations A Brooks Automation company Marietta GA USA Department of Engineering Management Virginia Modeling Analysis and Simulation Center Old Dominion University Norfolk VA USA Turkish Science and Technical Research Council Marmara Research Center Information Technologies Research and Development Center Gebze Kocaeli Turkey Arizona Center for Integrative Modeling and Simulation Department of Electrical and Computer Engineering University of Arizona Tucson Tucson AZ USA

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Hybrid discrete event simulation with model predictive control for semiconductor supply-chain manufacturing

Hybrid discrete event simulation with model predictive contr...

引用

simulation Winter Conference

作者： H.S. Sarjoughian Dongping Huang G.W. Godding Wenlin Wang D.E. Rivera K.G. Kempf H.D. Mittelmann Arizona Center for Integrative Modeling & Simulation Computer Science & Engineering Department Arizona State University Tempe AZ USA Control Systems Engineering Laboratory Chemical & Materials Engineering Department Arizona State University Tempe AZ USA Decision Technologies Intel Corporation Chandler AZ USA Mathematics & Statistic Dept. Arizona State University Tempe AZ USA

simulation modeling combined with decision control can offer important benefits for analysis, design, and operation of semiconductor supply-chain network systems. Detailed simulation of physical processes provides information for its controller to account for (expected) stochasticity present in the manufacturing processes. In turn, the controller can provide (near) optimal decisions for the operation of the processes and thus handle uncertainty in customer demands. In this paper, we describe an environment that synthesizes discrete-event system specification (DEVS) with model predictive control (MPC) paradigms using a knowledge interchange broker (KIB). This environment uses the KIB to compose discrete event simulation and model predictive control models. This approach to composability affords flexibility for studying semiconductor supply-chain manufacturing at varying levels of detail. We describe a hybrid DEVS/MPC environments via a knowledge interchange broker. We conclude with a comparison of this work with another that employs the Simulink/MATLAB environment.

关键词： Discrete event simulation Predictive models Predictive control Virtual manufacturing Semiconductor device manufacture Mathematical model Analytical models Manufacturing processes Optimal control Uncertainty

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modeling the Water-Energy Nexus for the Phoenix Active Management Area

Modeling the Water-Energy Nexus for the Phoenix Active Manag...

引用

simulation Winter Conference

作者： Mostafa D. Fard Hessam S. Sarjoughian Imran Mahmood Adil Mounir Xin Guan Giuseppe Mascaro Arizona Center for Integrative Mod. & Sim. Comp. Info. and Dec. Sys. Engineering Arizona State University Tempe AZ USA Center for Research in Modeling & Simulation 2 Electrical Engineering and Computer Science National University of Sciences & Technology Islamabad PAKISTAN School of Sustainable Engineering and the Built Environment Arizona State University Tempe AZ USA

ISBN: (数字)9781728194998

ISBN: (纸本)9781728195001

Phoenix, an Active Management Area in the desert Southwest US, is the 5 th most populated city in the US. Scarce local groundwater and water transported from external resources must be managed in the presence of different types of energy sources. Local and regional decision-makers are faced with answering challenging questions on managing water, energy supply, and demand over a few years to several decades. Prediction and planning for the interdependency of these entities can benefit from modeling the water and energy systems as well as their interactions with one another. In this paper, the integrated WEAP and LEAP tools and a modeling framework that externalizes their hidden linkage to an interaction model are described and compared using the Phoenix AMA. Loose coupling enabled by interaction modeling is a key for decision-policies that should be grounded at the nexus of the water-energy system of systems.

关键词： Couplings Supply and demand Protocols Urban areas Tools Water resources System of systems

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Implementation of Cloud Computing Environment for Discrete Event System simulation using Service Oriented Architecture

Implementation of Cloud Computing Environment for Discrete E...

引用

IEEE/IFIP International Conference on Embedded and Ubiquitous Computing, EUC

作者： Chungman Seo Youngshin Han Haeyoung Lee Jason J. Jung Chilgee Lee Arizona Center for Integrative Modeling and Simulation Electrical and Computer Engineering Department University of Arizona Tucson Tucson AZ USA School of Information and Communication Engineering Sungkyunkwan University Suwon South Korea CPS Research Team Electronics and Telecommunications Research Institute Daejeon South Korea Yeungnam University Gyeongsan South Korea

This paper presents a cloud computing architecture for discrete event system modeling and simulation. Simulators with models used in the cloud computing are considered as web services which are accessed via web browser. This environment supports the simulation of homogeneous or heterogeneous models without much knowledge of discrete event modeling and simulation.

关键词： Computational modeling XML Cloud computing Service oriented architecture Data models Servers

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QoS Enhancement for PDES Grid Based on Time Series Prediction

QoS Enhancement for PDES Grid Based on Time Series Predictio...

引用

第六届网格与协同计算国际会议(The Sixth International Conference on Grid and Cooperative Computing GCC 2007)

作者： Zhihui Du Suihui Zhu Yinong Chen Xudong Chai Bohu Li Department of Computer Science and Technology Tsinghua University Beijing 100084 China Computer Science & Engineering Department Arizona State University Tempe AZ85287USA Beijing Simulation Center Beijing 100854 China

The combination of parallel/distributed discrete event simulation (PDES) and Grid technology is a new trend in simulation. QoS is important yet difficult in this process. With the special features of Gird architecture and PDES input, such as periodical and predictable inputs, we could enhance QoS with a PDES-specific prediction. A Grid-based framework is presented that is designed to help predict the performance of *** on this framework, a prediction algorithm using time series theory is presented in the context of large scale Grid simulations. Experiments are executed in the context of GridSim, which shows methods discussed before to help to improve QoS level.

关键词： Parallel and distributed discrete event simulation quality of service time series prediction

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Towards a methodological approach to identify future M&S standard needs

Towards a methodological approach to identify future M&S sta...

引用

2011 Winter simulation Conference, WSC 2011

作者： Tolk, Andreas Balci, Osman Diallo, Saikou Y. Fishwick, Paul A. Hu, Xiaolin Loper, Margaret Petty, Mikel D. Reynolds Jr., Paul F. Sarjoughian, Hessam Zeigler, Bernard P. Old Dominion University Engineering Management and Systems Engineering 241 Kaufman Hall Norfolk VA 23529 United States Virginia Tech. Department of Computer Science 3160B Torgersen Hall Blacksburg VA 24061 United States Virginia Modeling Analysis and Simulation Center Old Dominion University 1030 University Blvd Suffolk VA 23435 United States University of Florida Digital Arts and Sciences CISE Department Gainesville FL 32611 United States Georgia State University Computer Science Department Atlanta GA 30303 United States Georgia Tech. Research Institute Information and Communications Laboratory Atlanta GA 30318 United States University of Alabama in Huntsville Shelby Center 144 301 Sparkman Drive Huntsville AL 35899 United States University of Virginia 151 Engineer's Way Charlottesville VA 22901 United States Arizona State University Center for Integrative Modeling and Simulation Tempe AZ 85271 United States RTSync Corp. 11900 Parklawn Dr. Rockville MD 20852 United States

ISBN: (纸本)9781457721083

Although modeling and simulation is successfully applied for several decades, the community only established a handful of M&S specific standards. Although the standards were applied enabling worldwide distributed simulation applications, in particular in the training application domain of military simulation systems, the general success of M&S standard efforts and their potential for general applicability has been debated repeatedly during several conferences and workshop. This collection of position statements discusses related questions, such as, "What makes M&S special that we need M&S standards," "Are M&S standards truly different from Software engineering Standards," and "What metrics can be used to measure M&S standard success," and tries to contribute to establishing a methodological approach to identify future M&S standard needs. These position statements have been contributed in preparation of a panel discussion and edited for the supporting proceedings. © 2011 IEEE.

关键词： Military applications

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Transient growth: Experiments, DNS and theory

Transient growth: Experiments, DNS and theory

引用

4th International Symposium on Turbulence and Shear Flow Phenomena, TSFP 4

作者： Ergin, F. Gökhan Choudhari, Meelan Fischer, Paul Tumin, Anatoli Mechanical and Aerospace Engineering Department Case Western Reserve University Cleveland OH 44106 United States Computational Modelling and Simulation Branch NASA Langley Research Center Hampton VA 23681 United States Mathematics and Computer Science Division Argonne National Laboratory Argonne IL 60439 United States Department of Aerospace and Mechanical Engineering University of Arizona Tucson AZ 85721 United States

Transient growth of linearly stable disturbances is believed to play an important role in the subcritical transition of laminar boundary layers and the self-sustained nature of boundary layer fluctuations in a fully turbulent flow. Prior work on transient growth has focused on identifying the optimum initial disturbances that result in maximum transient growth. This paper addresses the companion issue of receptivity of those disturbances, the mechanism that determines the actual magnitudes of transient growth that are realized in a given physical situation. A synergistic combination of experimental, computational, and theoretical approaches is used to quantify the flow receptivity to surface roughness in a Blasius boundary layer. Results reveal the non-optimality of the transient growth factors involved as well as the sensitive dependence of flow perturbations to the geometric characteristics of the roughness distribution. Direct numerical simulations (DNS) are compared in detail with experimental results, results obtained from linear receptivity theory and optimal disturbance calculations. DNS shows good agreement with the experimental results. Differences between the linear theory and DNS are attributed to nonlinear receptivity mechanisms. Results also support the proposal by Fransson et al. (2004) that disagreement between optimal disturbances and experiments/DNS may be attributed to differences involving the wall normal location of the streamwise vortex initiating the transient growth.

关键词： Laminar boundary layer

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Towards a methodological approach to identify future M&S standard needs 11

Towards a methodological approach to identify future M&S sta...

引用

simulation Winter Conference

作者： Andreas Tolk Osman Balci Saikou Y. Diallo Paul A. Fishwick Xiaolin Hu Margaret Loper Mikel D. Petty Paul F. Reynolds Hessam Sarjoughian Bernard P. Zeigler Engineering Management & Systems Engineering Old Dominion University Norfolk VA USA Department of Computer Science Virginia Polytechnic Institute and State University Blacksburg VA USA Virginia Modeling Analysis & Simulation Center Old Dominion University Suffolk VA USA Digital Arts and Sciences CISE Department University of Florida Gainesville FL USA Computer Science Department Georgia State University Atlanta GA USA Information & Communications Laboratory Georgia Tech Research Institute Georgia Institute of Technology Atlanta GA USA University of Alabama-Huntsville Huntsville AL USA University of Virginia Charlottesville VA USA Center for Integrative Modeling and Simulation Arizona State University Tempe AZ USA RTSync Corp. Rockville MD USA

Although modeling and simulation is successfully applied for several decades, the community only established a handful of M&S specific standards. Although the standards were applied enabling worldwide distributed simulation applications, in particular in the training application domain of military simulation systems, the general success of M&S standard efforts and their potential for general applicability has been debated repeatedly during several conferences and workshop. This collection of position statements discusses related questions, such as, “What makes M&S special that we need M&S standards,” “Are M&S standards truly different from Software engineering Standards,” and “What metrics can be used to measure M&S standard success,” and tries to contribute to establishing a methodological approach to identify future M&S standard needs. These position statements have been contributed in preparation of a panel discussion and edited for the supporting proceedings.

关键词： Standards USA Councils Biological system modeling Educational institutions Computational modeling

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