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▪ The use of standard templates to capture process modeling information is.

Geographical location, service type, staffing, business

Variations in Process Structure and Parameters across theĪ variety of factors could lead to structural differences in processes belonging to the same ▪ Within an enterprise, multiple instances of a process type exist with similarīasic structure but with variations across instances.The process of simulation modeling requires gathering of data related to process flows and Simulation modeling requires significant information – Information on the activity blocks, resources etc. – Process flow (topology) information including business rules and constraints ▪ Two types of information needed to build a simulation model.Modeler and domain expert utilize the simulation model to perform scenario analysis and Analysis and Interpretation of Model Output.Simulation Model Development in Anylogic.The above presents challenges in scaling the modeling work across multiple business processes Modeling requires highly skilled individuals in simulation and analytics ▪ Modeler works with business process domain expert to understand processįlow, activities and their characteristicsĭata-Driven Discrete Event Business Process Simulation.Process Wind Tunnel : A novel process improvement capabilityĬurrent State Analysis Future State Design Traditional approaches for process improvement. PWT utilizes novel processĪnalytics and simulation modeling techniques to deliver significantly better business results, compared to Process Wind Tunnel (PWT) is a data-driven process improvement framework.Views or opinions of American International Group, Inc., or any of its subsidiaries or Such views and opinions are those of the presentersĪnd the presenters alone and do not necessarily represent or otherwise reflect the The views and opinions expressed in this presentation are provided for general.Automatic generation of simulation models using process.#processexcellence #processimprovement #processoptimization #processautomation #processmining #processintelligence #processtransformationĪnylogic 2021 Conference Presentation: Automatic generation of simulation models using process templates #datascience #analytics #simulationmodeling

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It will also enable the integration of simulation software into a broader process improvement technology ecosystem. This approach will enable a broader use of simulation technology to develop business processes and make improved organizational decisions through de-skilling.

These models will capture process dynamics and interactions and be far richer than what is captured through the use of process maps only. By developing a library of templates, organizational knowledge associated with the processes can be captured and stored. Other analytical features of Anylogic such as optimization, visualization, automated output of simulation results can be utilized to analyze and improve the processes.

These auto-generated simulation models can be further enhanced using the Anylogic visual programming interface. In this talk, we propose the use of data templates for capturing process data and automated generation of simulation models using those templates. In any business, there exist general classes of processes with specific instantiations within each class. However, the development of such models requires significant expertise and skills.

Discrete-event simulation modeling is a powerful technology to analyze and improve complex business processes.

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