PPT-Modeling and Solution Strategies of MINLPs as MPCCs for Chemical Process Optimization

L T Biegler Joint work with Alex Dowling Ravi Kamath Ignacio Grossmann June 2014 Overview Introduction Process optimization Formulation and solution strategies Bilevel Optimization . With numerous installations in the oil and gas pulp and paper and power generation industries APC has a proven success rate in squeezing more production at lower cost from complex and demanding processes Process control from the global market leader Core to All STEM Learning. Linda Rumans and Sylvia Unwin. With Marcia Williams, . Emerita. Overview. Problem Solving:.   Shows insight into the root causes of problems. Generates a range of solutions and courses of action including the benefits, costs, and risks associated with each.. Buffalo Bill’s Ranch, North Platte, Nebraska. Greg Kelly, Hanford High School, Richland, Washington. Photo by Vickie Kelly, 1999. Optimization. Applying Calculus and its methods for finding minimums and maximums in real life situations such as. How Optimization Can Deliver Ideal Pricing Strategies for Higher Revenues and Margins. Horia. Tipi. Director, Product Management. FICO. Be smarter about pricing—stop leaving money on the table—out-maneuver your competitors. Girts Karnitis, Janis Bicevskis, . Jana . Cerina-Berzina. The work is supported by a European Social Fund Project . No. . 2009/0216/1DP/1.1.1.2.0/09 /APIA/VIAA/044. Problems of Business process modeling. http://www.youtube.com/watch?v=F54rqDh2mWA. Chemical Change v. Physical Change. Chemical Change . Break or form chemical bonds. Molecular formulas of the products are NOT exactly the same as the reactants. Ochsendorf. . Frédo. Durand. Massachusetts Institute Of Technology, USA. Procedural Modeling of. Structurally-Sound Masonry Buildings. 2. virtual environments. models require visual realism. important to interact physically with surroundings. Ochsendorf. . Frédo. Durand. Massachusetts Institute Of Technology, USA. Procedural Modeling of. Structurally-Sound Masonry Buildings. 2. virtual environments. models require visual realism. important to interact physically with surroundings. Mike Grimm. November 8, 2012. Goals for a Security Development Process (“SDL”). Secure by Design. Reduce the number of vulnerabilities. Which reduces the number of security updates. But you can never remove all vulnerabilities. Zhili. Chen. Problem Description. Given a initial Phi>0, Apply F on cart to regain balance (Phi=0). Problem Description. Performance Evaluation. Minimum time period before balance, or. Minimum cart movement, or. SKU Optimization. What is SKU Optimization?. It’s a systematic and consistent business process for analyzing, evaluating and deciding on how to manage your SKU portfolio in order to better align with your organization’s overall strategies, objectives and goals. Classification of algorithms. The DIRECT algorithm. Divided rectangles. Exploration and Exploitation as bi-objective optimization. Application to High Speed Civil Transport. Global optimization issues. J. McCalley. 1. Real-time. Electricity markets and tools. Day-ahead. SCUC and SCED. SCED. Minimize f(. x. ). s. ubject to. h. (. x. )=. c. g. (. x. ). <. . b. BOTH LOOK LIKE THIS. SCUC: . x. contains discrete & continuous variables.. Describing Chemical Reactions. Chemical Reaction – process in which one or more substances are changed into one or more different substances. Reactants – original substance. Products – resulting substance .