Title: PacifiCorp IRP Operating Impacts Study Update
1PacifiCorp IRP Operating Impacts Study Update
Planning for Wind Workshop Portland,
Oregon December 3, 2003
Ken Dragoon ken.dragoon_at_pacificorp.com
2Background
- PacifiCorp integrates approximately 300 MW of
wind generation on system of 8,300 MW capacity
(3.6). - At outset of IRP process, wind integration costs
thought to be small with low penetration, but
rising in unknown ways with higher installed
capacity. - Analysis done for IRP exposed to public comment
as well as vetting with wind experts in field
(DeMeo, Milligan, Caldwell, Hirst). - Analysis suggested costs associated with holding
additional reserves and system dispatch
(imbalance costs).
3Imbalance Cost Increases with Installed Wind
Capacity
4Reserve Requirements Increase with Wind Capacity
5Reserve Requirement Cost Formula
- Cw Reserve requirement cost (/MWh)
- Pw Installed wind capacity
- f Wind capacity factor
- A, B constants (B/f 1/MWh)
- Formula assumes cost of reserves increases
linearly with reserve requirement.
6Site-Specific Integration
Cost Calculation Examples
System Capacity Factor Imbalance
Reserve Total East 500 MW 35
1.75 1.51 3.26 West 500 MW
35 2.10 1.39 3.49 East
1,000 MW 30 3.25 2.72 5.97
West 1,000 MW 30 2.95
2.04 4.99
7IRP Results
- IRP identified 1,400 MW of additional wind
capacity (14) as part of lowest cost resource
portfolio over first 10 years of study. - PacifiCorp expects to release RFP for renewables
(not just wind) in December.
8Improving on IRP Analysis
- Two pronged approach
- Improve analytical technique
- Improve modeling capability
- Refine hourly sigma analysis
- Address sub-hourly issues
- Address capacity credit question
- Examine actual operating experience
- Operators kept hourly log of wind affects on
system for couple months earlier this year.
9Value of Wind Forecasts
- Wind output can be forecast
- Not as well as temperature
- Better than precipitation
- PPM Energy sells wind output on a firm basis,
backed up with cash market transactions and
options as necessary. - State of wind generation forecast technology
rapidly improving.
10Sample Wind Forecast Data
Data courtesy PPM Energy and 3Tier Group
11Logjam Effect
- Initially many severe skeptics-- but experience
is breeding acceptance. - Operators beginning to understand that their
headache with accommodating wind earns money for
the company. - Our study is motivating others to pragmatically
study costs. - Early studies were long on theory, without
resulting in actual costs calculations.
12Conclusions
- Getting past analysis paralysis is resulting in
real resource acquisition. - Much work to be done to improve the analysis--
want to keep analysis in touch with operating
experience. - Experience has helped wind resource to achieve
acceptability among operators and managers. - Wind forecast technology is improving and
providing significant help in managing wind on
power systems.
1341 MW Combine Hills Project in NE Oregon