{"product_id":"system-identification-for-engineers-alex-morgan-9788398079464","title":"System Identification for Engineers: A Practical Guide to Building Accurate Models from Real Data","description":"\u003cp\u003eMost engineering models come from measurement, not derivation - even when the underlying physics is well understood. System Identification for Engineers teaches the small set of methods that cover the large majority of real identification jobs: designing an experiment that genuinely excites the dynamics you care about, cleaning and preprocessing real sensor data, fitting first- and second-order models by hand and by code, least squares and its recursive (online) form, ARX\/ARMAX\/Output-Error model structures, subspace state-space identification, closed-loop and nonlinear identification, and validating a model honestly before trusting it in deployment.\u003c\/p\u003e\u003cp\u003eEvery method is built plain-language-first, worked through with runnable Python (NumPy, SciPy, python-control) on clearly-labeled synthetic datasets, and tied together in three full case studies that run the entire pipeline start to finish: a DC motor identified from encoder data, a quadrotor attitude axis identified under closed-loop and mild nonlinear conditions, and a battery equivalent-circuit model tracked across simulated aging.\u003c\/p\u003e\u003cp\u003eWritten for working controls, robotics, and mechatronics engineers who need a model that holds up in deployment - not a research paper.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Alex Morgan\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 8398079460\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9788398079464\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Alex Morgan\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 09\/04\/2026\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 166\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.51lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 0.35d","brand":"Alex Morgan","offers":[{"title":"Paperback","offer_id":50666187849983,"sku":"9788398079464","price":19.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_c1437cc4-698f-48f1-a36e-344303dae685.jpg?v=1792016220","url":"https:\/\/www.whiterainbookhouse.com\/products\/system-identification-for-engineers-alex-morgan-9788398079464","provider":"WR Book House","version":"1.0","type":"link"}