Lecture

Data Reconciliation and Parameter Identification

Description

This lecture discusses the importance of specifications and measurements in calculating system states. It covers topics such as degree of freedom analysis, modeling equations, and the use of specifications to ensure a well-defined system. The instructor explains how to identify redundant measurements and missing variables, and demonstrates the process of data reconciliation to correct sensor values. The lecture also delves into parameter identification, showcasing how optimization techniques can be used to calculate the most probable values of system parameters. By reconciling data and identifying parameters accurately, one can optimize system performance and make informed decisions based on precise measurements.

Instructor
non et ullamco dolor
Elit id esse amet ex eiusmod in. Id laboris sit in ea anim eiusmod cupidatat elit mollit. In proident enim non Lorem sit veniam veniam laborum irure do. Labore ipsum ad eiusmod reprehenderit commodo eu esse esse laboris aliqua. Dolore deserunt laborum irure aute irure sunt consequat ad magna proident magna. Voluptate incididunt laboris incididunt dolor nostrud sit eu irure dolor reprehenderit elit ipsum.
Login to see this section
About this result
This page is automatically generated and may contain information that is not correct, complete, up-to-date, or relevant to your search query. The same applies to every other page on this website. Please make sure to verify the information with EPFL's official sources.
Related lectures (36)
Degree of Freedom Analysis
Explores degree of freedom analysis, redundancy, and data reconciliation in process modeling and optimization.
Quantum Random Number Generation
Explores quantum random number generation, discussing the challenges and implementations of generating good randomness using quantum devices.
Material and Energy Balances
Explores material and energy balances in chemical engineering for process optimization and design.
Advanced Physics: Introduction to Mechanics
Introduces the fundamentals of advanced physics, emphasizing mechanics and historical developments from Aristotle to Newton.
Optimisation in Energy Systems
Explores optimization in energy system modeling, covering decision variables, objective functions, and different strategies with their pros and cons.
Show more

Graph Chatbot

Chat with Graph Search

Ask any question about EPFL courses, lectures, exercises, research, news, etc. or try the example questions below.

DISCLAIMER: The Graph Chatbot is not programmed to provide explicit or categorical answers to your questions. Rather, it transforms your questions into API requests that are distributed across the various IT services officially administered by EPFL. Its purpose is solely to collect and recommend relevant references to content that you can explore to help you answer your questions.