Hierarchical modeling of electric power system expansion by anylogic simulation software

Karpov, Yuri; Ivanovski, Rostislav; Voropai, N.I.; Popov, Dmitry

doi:10.1109/ptc.2005.4524731

Cited by 13 publications

(9 citation statements)

References 2 publications

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“…AnyLogic is a forward-looking simulation software which uses an object-oriented approach, a Unified Modelling Language (UML) visual notation, supports agent-based modelling, as well as other modelling approaches, and it provides a rich animation of model execution and handles randomness (Karpov et al, 2005). A complete description of the simulation tool can be found at www.anylogic.com.…”

Section: The Dss Simulatormentioning

confidence: 99%

A decision support system for modelling and implementing the supply network configuration and operations scheduling problem in the machine tool industry

Maheut

Besga

Uribetxebarria

et al. 2013

Production Planning & Control

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Maheut, JPD.; Besga, JM.; Uribetsebarria, J.; García Sabater, JP. (2014). A decision support system for modelling and implementing the supply network configuration and operations scheduling problem in the machine tool industry. Production Planning and Control. 25 (8) This paper presents a decision support system to simultaneously solve the supply network configuration problem and the operations scheduling problem for the machine tool industry. A novel database structure, which is able to consider alternative operations and alternative bills of material, has been used. An algorithm for complete enumeration to determine all the feasible solutions using stroke graphs is introduced. A multiagent-based simulator evaluates the different key performance indicators that the supply network deals with for each alternative solution (e.g., workload, profits, delivery times, etc.) to determine that "satisficed" by the collaborative decision making among its members. A case study based on a Spanish company that assembles highly customized machines and tools in several European plants is considered. From the experiments results based on data linked to this industry it will be demonstrated that the tool is potentially useful for stakeholders and for the central decision maker to make decisions collaboratively in a multisite context case.

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Section: The Dss Simulatormentioning

confidence: 99%

A decision support system for modelling and implementing the supply network configuration and operations scheduling problem in the machine tool industry

Maheut

Besga

Uribetxebarria

et al. 2013

Production Planning & Control

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“…Piecewise linear profiles of Evaporation (Evaporation (t)) and precipitation (Precipitation (t)) are added to the calculations of V GL [13][14][15][16][17]. The different equations were implemented in AnyLogic [7,[18][19][20]. AnyLogic provides a set of numerical methods for solving differential equations, algebraic-differential equations, or algebraic equations.…”

Section: Lockmentioning

confidence: 99%

Preliminary Hybrid Modeling of the Panama Canal: Operations and Salinity Diffusion

Rabelo

Marin

Xanthopoulos

et al. 2012

Modelling and Simulation in Engineering

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This paper deals with the initial modeling of water salinity and its diffusion into the lakes during lock operation on the Panama Canal. A hybrid operational model was implemented using the AnyLogic software simulation environment. This was accomplished by generating an operational discrete-event simulation model and a continuous simulation model based on differential equations, which modeled the salinity diffusion in the lakes. This paper presents that unique application and includes the effective integration of lock operations and its impact on the environment.

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“…Although AnyLogic is specially well featured to model Hybrid Systems, like electric and electronic circuits, there are not many papers about modeling electrical networks nor power system generation and distribution made using this software [10].…”

Section: A Anylogic Modelingmentioning

confidence: 99%

A Complex Systems Modelling Approach for Decentralised Simulation of Electrical Microgrids

Kremers

Viejo

Barambones

et al. 2010

2010 15th IEEE International Conference on Engineering of Complex Computer Systems

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Abstract-The structure and behavior of Electrical Grids share many of the properties of Complex Computer Systems, with microgrids and other decentralized electrical systems attached to them, so they can be interpreted as Systems of Systems. Furthermore, the evolution of the future electrical system will bring a higher degree of decentralization concerning specially production and control. To deal with this paradigm change, new models and tools are necessary. In this paper a model of an electrical microgrid is presented. The approach used in the development of the model is Agent-Based in combination with System Dynamics. By mixing these approaches the different entities of the electrical system (production, demand, storage, etc.) have been represented. Through the individual behavior of the agents it is possible to reproduce the complex behavior of the system as a whole. This behavior can produce expected and unexpected emergent properties on the interconnected system that can be analyzed through simulation. A case study is presented to analyze the capabilities of such kind of models. The example shows the simulation of an integrated microgrid system, where different components such as renewable energy sources and storage have been implemented. The simulation results of this case study are discussed.Index Terms-electrical grid, microgrid, agent-based models, complex computer systems, system of systems.

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Hierarchical modeling of electric power system expansion by anylogic simulation software

Cited by 13 publications

References 2 publications

A decision support system for modelling and implementing the supply network configuration and operations scheduling problem in the machine tool industry

A decision support system for modelling and implementing the supply network configuration and operations scheduling problem in the machine tool industry

Preliminary Hybrid Modeling of the Panama Canal: Operations and Salinity Diffusion

A Complex Systems Modelling Approach for Decentralised Simulation of Electrical Microgrids

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