{"product_id":"polynomial-chaos-simulation-of-analog-and-mixed-signal-systems-von-teems-lovett","title":"Polynomial Chaos Simulation of Analog and Mixed-Signal Systems","description":"\u003cp\u003eModeling and simulation have proved over the years to provide insight into system behavior and design.   Traditionally, models are designed to only support  deterministic inputs and parameters. This forces  the user to provide an exact set of operating  conditions to run the simulation. Greater insight  into the system''s behavior can be achieved by  allowing inputs and parameters to reflect the user''s  uncertainty. The Monte Carlo method is a common yet  costly approach to generating these desired  statistical results. This book introduces an  alternative approach by applying polynomial chaos  theory to an established circuit modeling method.   This results in a general uncertainty-based modeling  and simulation framework which yields full system  statistics after one simulation run. Linear and non- linear systems are discussed using examples from  basic circuits to power converters complete with  closed-loop control systems. This book will be  useful to anyone interested in modeling and  simulation, advanced numerical methods or  uncertainty propagation.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783838353852\"\u003e\u003ch3\u003eTheory, Modeling Method, Application\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783838353852","offer_id":39499073028189,"sku":"9783838353852","price":49.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/0c5ba3eb-f17c-4bf6-b5c4-782ea469343b.jpg?v=1757911161","url":"https:\/\/shop.autorenwelt.de\/products\/polynomial-chaos-simulation-of-analog-and-mixed-signal-systems-von-teems-lovett","provider":"Autorenwelt Shop","version":"1.0","type":"link"}