UI IE 4550 - SCADA Data Mining (6 pages)

Previewing pages 1, 2 of 6 page document View the full content.
View Full Document

SCADA Data Mining



Previewing pages 1, 2 of actual document.

View the full content.
View Full Document
View Full Document

SCADA Data Mining

98 views


Pages:
6
School:
University of Iowa
Course:
Ie 4550 - Wind Power Management

Unformatted text preview:

3 2 2010 SCADA Data Mining and IT Needs to Improve Plant Operation and Downtime AWEA Wind Power Asset Management Workshop Gordon Randall Global Energy Concepts LLC 116 John Street Lowell MA 01852 978 275 3880 grandall globalenergyconcepts com Adopted for Wind Power Management class http www icaen uiowa edu ie 155 by Andrew Kusiak Intelligent Systems Laboratory 2139 Seamans Center The University of Iowa Iowa City Iowa 52242 15227 andrew kusiak uiowa edu Tel 319 335 5934 Fax 319 335 5669 http www icaen uiowa edu ankusiak Three Levels of SCADA Systems Systems focused on site operations SCADA Defined Supervisory Control and Data Acquisition system Actual definitions and descriptions can vary some skip the supervisory supervisory control control part and just handle the data side Projects need data analysis not just acquisition What They re Generally Best At Although All Systems Vary Task Primarily systems provided by turbine manufacturers Systems focused on project level analysis Primarily small scale small scale third third party party systems Systems designed for enterprise level fleet wide analysis Almost exclusively third party systems especially when handling multiple turbine types Manufacturer s Project SCADA Third party Project SCADA Enterprise SCADA Day to day project operations Best Good Fair Month to month project performance analysis Fair Best Good Evaluation and comparison of entire wind portfolio Poor Fair Best 1 3 2 2010 Why Use Third Party Systems Why Not Use Third Party Systems Provides common system and interface when mixing turbine manufacturers Generally more customizable for reporting and analysis y p purposes p Provides independent measurements and analysis the system calculating availability will not be designed by the people who have to pay for low availability Frequently more functionality and data storage Often redundant to some extent if turbine manufacturer requires use of their SCADA for O M warranty purposes Can be more difficult to get full



View Full Document

Access the best Study Guides, Lecture Notes and Practice Exams

Loading Unlocking...
Login

Join to view SCADA Data Mining and access 3M+ class-specific study document.

or
We will never post anything without your permission.
Don't have an account?
Sign Up

Join to view SCADA Data Mining and access 3M+ class-specific study document.

or

By creating an account you agree to our Privacy Policy and Terms Of Use

Already a member?