[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"detail-sidebar-cat-1-en-105":3,"doc-seo-241884-105":53,"doc-detail-241884-en":127},{"code":4,"msg":5,"data":6},0,"success",[7,14,19,24,29,34,39,44,49],{"id":8,"doc_module":9,"doc_module_name":10,"category_name":11,"show_sort_weight":12,"slug":13},11,1,"Template","Presentations",90,"presentations",{"id":15,"doc_module":9,"doc_module_name":10,"category_name":16,"show_sort_weight":17,"slug":18},12,"Resumes",80,"resumes",{"id":20,"doc_module":9,"doc_module_name":10,"category_name":21,"show_sort_weight":22,"slug":23},14,"Invoices",70,"invoices",{"id":25,"doc_module":9,"doc_module_name":10,"category_name":26,"show_sort_weight":27,"slug":28},15,"Posters",60,"posters",{"id":30,"doc_module":9,"doc_module_name":10,"category_name":31,"show_sort_weight":32,"slug":33},16,"Social Media",50,"social-media",{"id":35,"doc_module":9,"doc_module_name":10,"category_name":36,"show_sort_weight":37,"slug":38},17,"Forms",40,"forms",{"id":40,"doc_module":9,"doc_module_name":10,"category_name":41,"show_sort_weight":42,"slug":43},18,"Letters",30,"letters",{"id":45,"doc_module":9,"doc_module_name":10,"category_name":46,"show_sort_weight":47,"slug":48},21,"Paper Templates",5,"papers-templates",{"id":50,"doc_module":9,"doc_module_name":10,"category_name":51,"show_sort_weight":4,"slug":52},158,"General","general-158",{"code":4,"msg":54,"data":55},"ok",{"site_id":56,"language":57,"slug":58,"title":59,"keywords":60,"description":61,"schema_data":62,"social_meta":120,"head_meta":122,"extra_data":124,"updated_unix":126},105,"en","automatic-generation-of-simulation-models-using-process-templates-overview-and-workflow","Automatic generation of simulation models using process templates - Overview and workflow","","Presentation outlines a data-driven framework for improving business processes through simulation, using process templates to reduce effort and increase consistency. It describes the current-to-future state approach under Process Wind Tunnel, covering end-to-end process mapping, data collection and wrangling, process analytics, and discrete-event simulation. It details how AnyLogic models are developed from gathered process flow information, including business rules, constraints, resource schedules, and activity time distributions, and how templates can decouple information gathering from model build and enable scenario analysis and optimization.",{"@graph":63,"@context":119},[64,80,102],{"@type":65,"itemListElement":66},"BreadcrumbList",[67,71,74,77],{"item":68,"name":69,"@type":70,"position":9},"https://docshare.wps.com","Home","ListItem",{"item":72,"name":10,"@type":70,"position":73},"https://docshare.wps.com/template/",2,{"item":75,"name":11,"@type":70,"position":76},"https://docshare.wps.com/template/presentations/",3,{"item":78,"name":59,"@type":70,"position":79},"https://docshare.wps.com/template/automatic-generation-of-simulation-models-using-process-templates-overview-and-workflow/241884/",4,{"url":78,"name":59,"@type":81,"image":82,"author":87,"headline":59,"publisher":90,"fileFormat":93,"inLanguage":57,"description":61,"dateModified":94,"datePublished":95,"encodingFormat":93,"isAccessibleForFree":96,"interactionStatistic":97},"DigitalDocument",{"url":83,"@type":84,"width":85,"height":86},"https://docshare.wps.com/thumbnails/automatic-generation-of-simulation-models-using-process-templates-overview-and-workflow/241884.png","ImageObject",442,249,{"name":88,"@type":89},"Clementine","Person",{"url":68,"name":91,"@type":92},"DocShare","Organization","application/pdf","2026-10-11","2026-09-12",true,{"@type":98,"interactionType":99,"userInteractionCount":101},"InteractionCounter",{"@type":100},"ViewAction",6,{"@type":103,"mainEntity":104},"FAQPage",[105,111,115],{"name":106,"@type":107,"acceptedAnswer":108},"What is Process Wind Tunnel (PWT) and what problem does it solve?","Question",{"text":109,"@type":110},"PWT is a data-driven process improvement framework that uses process analytics and simulation modeling to deliver better business results than traditional approaches.","Answer",{"name":112,"@type":107,"acceptedAnswer":113},"Which stages are involved from process mapping to simulation outputs?",{"text":114,"@type":110},"The workflow includes end-to-end process mapping, data collection and wrangling, operational insights via process mining and analytics, discrete-event simulation, and scenario analysis for optimization.",{"name":116,"@type":107,"acceptedAnswer":117},"How do process templates help in simulation model development?",{"text":118,"@type":110},"Pre-defined templates capture key information such as arrival details, activity time distributions, model graphs, resource schedules, and business rules, enabling automatic generation of AnyLogic discrete-event simulation models and decoupling data gathering from model building.","https://schema.org",{"og:url":78,"og:type":121,"og:title":59,"og:site_name":91,"og:description":61},"article",{"robots":123,"canonical":78},"index,follow",{"doc_id":125,"site_id":56},241884,1791327183,{"code":4,"msg":5,"data":128},{"doc_id":125,"user_id":129,"nickname":88,"user_avatar":130,"doc_module":9,"category_id":8,"category_name":11,"doc_title":59,"doc_description":61,"doc_content":131,"file_id":132,"file_url":133,"file_type":134,"file_size":135,"view_count":101,"is_deleted":4,"is_public":9,"is_downloadable":9,"audit_status":9,"page_count":30,"language":136,"language_code":57,"site_id":56,"html_lang":57,"table_of_contents":137,"faqs":138,"seo_title":139,"seo_description":61,"update_tm":140,"read_time":101},1374391974564,"https://ap-avatar.wpscdn.com/avatar/14000253aa45c000a9e?x-image-process=image/resize,m_fixed,w_180,h_180&k=1779874745381141002","Automatic generation of simulation models using process templates  \nSudhendu Rai  \nHead of Data-Driven Process Optimization AIG Investments  \nAnylogic Conference (September 23, 2021)  \nDisclaimer  \nNOTICE:  \n• The views and opinions expressed in this presentation are provided for general informational purposes only. Such views and opinions are those of the presentersand the presenters alone and do not necessarily represent or otherwise reflect the views or opinions of American International Group, Inc., or any of its subsidiaries or affiliates.  \nProcess Wind Tunnel : A novel process improvement capability  \nProcess Wind Tunnel (PWT) is a data-driven process improvement framework. PWT utilizes novel process analytics and simulation modeling techniques to deliver significantly better business results, compared to  \ntraditional approaches for process improvement.  \nCurrent State Analysis  \nFuture State Design  \nProcess Automation Continuous Improvement  \nSimulation  \nProcess Mapping Process Analytics Automation  \nOptimization  \nEnd-to-end process mapping  \n• Activities and constraints  \n• Systems and data flows  \nData collection and wrangling  \nOperational and business insights through  \n• Process mining  \n• Descriptive statistics  \n• Predictive analytics  \nData-driven discreteevent simulation  \n• Model development  \n• Scenario analysis  \n• Process redesign  \n• Scheduling  \nRobotic process automation (RPA)  \nDigital Twin for continuous improvement and adaptive processes  \nSimulation Model Development in Anylogic  \nModeler develops the simulation model  \nAnalysis and Interpretation of Model Output  \nModeler and domain expert utilize the simulation model to perform scenario analysis and optimization  \nSimulation modeling requires significant information gathering  \nThe process of simulation modeling requires gathering of data related to process flows and parameters  \n▪ Two types of information needed to build a simulation model  \n– Process flow information including business rules and constraints  \n– Information on the activity blocks, resources etc.  \nVariations in Process Structure and Parameters across the same family of processes  \nA variety of factors could lead to structural differences in processes belonging to the same family of processes  \n▪ Within an enterprise, multiple instances of a process type exist with similar basic structure but with variations across instances  \n| Process Type | Causes of Variations |\n| --- | --- |\n| Underwriting | Geographical location, service type, staffing, business applications, schedules,   |\n| Claims |  |\n| Finance |  |\n| IT |  |\n| … |  |\n\nPropose decoupling process information gathering from simulation model development  \nThrough the use of pre-defined templates for gathering information, one can decouple the task for information gathering from simulation model development  \n▪ Parameter variations across models can be easily implemented. However, structural variations in process are difficult to update automatically  \n▪ The use of standard templates to capture process modeling information is proposed  \n– Templates can capture information elements related to:  \n▪ Arrival information  \n▪ Activity time distributions  \n▪ Model graphs – how the activity blocks are linked  \n▪ Resource schedules  \n▪ Business rules  \n– Template information is utilized to automatically generate Anylogic discrete-event simulation models  \nAn example of a data collection template (1)  \nBusiness process data as required by the simulation modelers is collected from the subject matter experts in customized data collection template","cbCaiavPSfUb5z9u","https://ap.wps.com/l/cbCaiavPSfUb5z9u","pdf",1485992,"English","# Process Wind Tunnel: Process improvement framework\n## End-to-end process mapping and analytics\n## Data-driven discrete-event simulation\n## Simulation model development in AnyLogic\n# Decoupling information gathering with process templates\n## Handling parameter and structural variations\n## Template-based generation of simulation models","[{\"question\":\"What is Process Wind Tunnel (PWT) and what problem does it solve?\",\"answer\":\"PWT is a data-driven process improvement framework that uses process analytics and simulation modeling to deliver better business results than traditional approaches.\"},{\"question\":\"Which stages are involved from process mapping to simulation outputs?\",\"answer\":\"The workflow includes end-to-end process mapping, data collection and wrangling, operational insights via process mining and analytics, discrete-event simulation, and scenario analysis for optimization.\"},{\"question\":\"How do process templates help in simulation model development?\",\"answer\":\"Pre-defined templates capture key information such as arrival details, activity time distributions, model graphs, resource schedules, and business rules, enabling automatic generation of AnyLogic discrete-event simulation models and decoupling data gathering from model building.\"}]","Automatic generation of simulation models using process templates - Overview and workflow | PDF",1789182608]