2024 Spring CIVENG 291D 001 LEC 001

Spring 2024

CIVENG 291D 001 - LEC 001

Data-driven Control Methods for Civil Engineering

Maria Laura Delle Monache

Jan 16, 2024 - May 03, 2024
Mo, We, Fr
10:00 am - 10:59 am
Class #:32833
Units:3

Instruction Mode: In-Person Instruction

Current Enrollment

Total Open Seats: 10
Enrolled: 50
Waitlisted: 0
Capacity: 60
Waitlist Max: 10
No Reserved Seats

Hours & Workload

3 hours of instructor presentation of course materials, and 6 hours of outside work hours.

Other classes by Maria Laura Delle Monache

Course Catalog Description

Introduction to current areas of research at the intersection of machine learning and control with application to civil systems. Investigations of machine learning and data-driven algorithms that interact with the physical world. Topics of study will include learning models of dynamical systems, using these models to represent civil systems, and machine learning techniques to manage and control civil applications spanning from energy systems to water networks, to transportation and supply chains. The course will introduce students to methods to either infer dynamics from data with the goal of using classical control algorithms or develop model-free control strategies starting from data.

Rules & Requirements

Repeat Rules

Course is not repeatable for credit.

Reserved Seats

Current Enrollment

No Reserved Seats

Textbooks & Materials

See class syllabus or https://calstudentstore.berkeley.edu/textbooks for the most current information.

Textbook Lookup

Guide to Open, Free, & Affordable Course Materials

eTextbooks

Associated Sections

None