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class="ieee-video-comment-wrapp"> <section> </section> <a href="https://www.ieee.org/profile/public/createwebaccount/showCreateAccount.html?url=https://ieeetv.ieee.org/video/using-predictive-engineering-for-multiple-response-optimization-of-an-ic&signinurl=https://ieeetv.ieee.org/video/using-predictive-engineering-for-multiple-response-optimization-of-an-ic">Create Account</a> or <a href="https://ieeetv.ieee.org/saml/login?destination=/video/using-predictive-engineering-for-multiple-response-optimization-of-an-ic">Sign In</a> to post comments </div> <div class="video-keywords tags"> <span class="tag">#Yield Surface Modeling</span> <span class="tag">#Predictive Engineering</span> <span class="tag">#Stochastic Engineering</span> <span class="tag">#Stochastic Modeling</span> <span class="tag">#Probabilistic Modeling</span> <span class="tag">#Response Surface Modeling</span> <span class="tag">#Stochastic Optimization</span> <span class="tag">#Design for Six Sigma</span> </div> </div> <div class="field field--name-field-video-long-description field--type-text-long field--label-hidden field--item"><p>Case study applying predictive engineering for the optimization of 4 requirements for an integrated circuit (Integrated Alternator Regulator for automobiles) will be shared. Yield Surface Modeling™ will be introduced for stochastic co-optimization.</p><p>Engineers traditionally use deterministic modeling in their tasks, but challenges for developing and optimizing products and processes inspire us to venture beyond deterministic to probabilistic or stochastic modeling.  In this continuation from the prior presentation, a case study applying predictive engineering for the optimization of 4 requirements for an integrated circuit (Integrated Alternator Regulator for automobiles) will be shared. Deterministic models were derived by using design of experiments (DOE) and response surface modeling (RSM) in concert with circuit simulations. These deterministic models were melded with probabilistic modeling using Monte Carlo Simulation and Variance Transmission. Yield Surface Modeling™ will be introduced and shared and applied for stochastic co-optimization of the four requirements of the design. Brief summaries and overviews of other applications of predictive engineering to integrated circuit design stochastic optimization will be shared.</p></div> <div class="field field--name-field-video-short-overview field--type-text-long field--label-hidden field--item"><p>Case study applying predictive engineering for the optimization of 4 requirements for an integrated circuit (Integrated Alternator Regulator for automobiles) will be shared. Yield Surface Modeling™ will be introduced for stochastic co-optimization.</p></div> <div class="speakers-in-video-block views-element-container block-views-blockspeakers-by-video-block-1"> <h2 class="block-title">Speakers in this video</h2> <div class="views-element-container form-group"><div class="view view-speakers-by-video view-id-speakers_by_video view-display-id-block_1 js-view-dom-id-f9f7da5cc4a3b0b53ed667bf689f8b04cf235560f26285d5ef27e3cba855ea4f"> <div class="view-content"> <div class="views-row"> <div class="views-field views-field-field-speaker-photo"><div class="field-content"> <a href="/speaker/eric-maass" hreflang="en"><img loading="lazy" src="/assets/speakers/eric_maass.jpg" width="194" height="199" alt="" class="img-responsive" /> </a> </div></div><div class="views-field views-field-title"><span class="field-content"><a href="/speaker/eric-maass" hreflang="en">Eric Maass</a></span></div> </div> </div> </div> </div> </div> <div class="field field--name-field-video-production-date field--type-datetime field--label-hidden field--item"><time datetime="2024-10-07T12:00:00Z">October 7, 2024</time> </div> </div> </article> </section> </div> </div> </section> <section class="col-lg-4 col-md-4 col-sm-12"> <div class="region region-content content-advertising"> <div class="block-region-advertising"><section class="block block-ieee-banners block-ieee-dfp-banner-block clearfix"> <h2 class="block-title">Advertisment</h2> <div class="ieee-dfp-full"> <script type='text/javascript'> var googletag = googletag || {}; googletag.cmd = googletag.cmd || []; (function() { var gads = document.createElement('script'); gads.async = true; gads.type = 'text/javascript'; var useSSL = 'https:' == document.location.protocol; gads.src = (useSSL ? 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