Title: LMP The Very Basics
1LMP -- The Very Basics
Committee on Regional Electric Power
CooperationApril 30, 2002
Arne OlsonEnergy and Environmental Economics,
Inc.
2Outline
- Economic Dispatch
- Security Constrained Economic Dispatch
- LMP with Transmission Rights
- LMP in a Hydro-based System
- Some Observations
3What is LMP?
- Locational Marginal Pricing
- Method of determining the value of energy at
various locations on the grid at specific times - Method of pricing energy and transmission
- Value of energy is a function of
- Demand for energy at various locations
- Capacity to supply energy at various locations,
and the marginal cost of doing so - Ability of transmission system to deliver energy
from resources to loads
4The Marginal Cost of Energy
- The marginal cost of energy at a particular
location is determined by the cost of the last
unit required to deliver energy to that location
25
20
P 20
15
D
10
5
53 Bus Transmission System
Unconstrained System
B
400 MW Gen.Capacity
200 MW Gen.Capacity
Deer Creek
A
Wild Run
Thermal Limit 300 MW
(10/MW)
(20/MW)
Key
Load Flow Generation
C
6Unconstrained Example
- Total load 400 MW
- Bus B 75 MW
- Bus C 325 MW
- Constraint on line A-C (300 MW thermal limit)
- Deer Creek dispatched up to full 400 MW capacity
- Wild Run idle
- Same LMPs at each bus
7What About Transmission?
- Congestion occurs when a transmission system
limitation prevents the lowest-cost set of
generators from being dispatched - Must dispatch higher-cost resource that does not
violate the constraint - Result is that different units become marginal
at different locations on the grid
8Effect of Congestion
- Transmission limitations can be
- thermal limit
- voltage limit
- stability limit
- LMPs
- are calculated as the cost of serving an
additional MW of load at each location - are equal when transmission system is
unconstrained - vary by location when transmission system is
constrained
93 Bus Transmission System
Constrained System
B
400 MW Gen.Capacity
200 MW Gen.Capacity
Deer Creek
Wild Run
(10/MW)
A
Thermal Limit 200 MW
(20/MW)
Key
Load Flow Generation
C
10Constrained Example
- Constraint on line A-C reduced to 200 MW
- Wild Run dispatched to 62 MW
- Deer Creek ramped down to 338 MW
- Next MW of load at A can be served by Deer Creek
at 10 per MWh - Next MW of load at C must be served by Wild Run
at 20 per MWh
11Effect of Real Power Flows
- Next MW of load in Area 2 is served by a
combination of Deer Creek and Wild Run - Depends on the contribution of each generator to
congestion on the constrained element - In this example, a 1 MW increase from A to B must
be matched with 1 MW from C to B to stay below
the limitation - Calculation of LMP at B
- LMPB 0.5 10/MWh 0.5 20/MWh 15/MWh
12For the Math Geeks
- Economic dispatch is a linear optimization
problem - Minimize a1G1 a2G2 anGn
- such that
- Sum(aiGi) Sum (biDi) Demand Supply
- Sum(fiGi) lt TLi Transmission Limitations
- Locational Marginal Prices represent cost of
serving additional MW of load at each bus - Shadow prices of each binding constraint indicate
value of additional MW of transmission capacity
13LMP with Transmission Rights
- FTRs Firm Transmission Rights, Financial
Transmission Rights, Fixed Transmission Rights,
Transmission Congestion Contracts, etc. etc. etc. - FTRs are financial contracts that entitle holder
to a stream of revenues (or charges) based on the
hourly energy price differences between an
injection point and a withdrawal point - Financial hedges that provide price certainty to
Market Participants when delivering energy - A source of revenue to offset fixed-cost
contributions by long-term transmission customers
14FTR Value
- Economic value determined by hourly Day Ahead
LMPs - MW schedule (Sink LMP - Source LMP)
- Benefit (Credit)
- same direction as congested flow
- Liability (Charge)
- opposite direction as congested flow
- No strategic blocking value in real-time
15Energy Delivery Consistent with FTR
Bus B
Bus A
Source (Sending End)
Sink (Receiving End)
LMP 30
LMP 15
Congestion Charge 100 MWh (30-15)
1500 FTR Credit 100 MW (30-15) 1500
16Energy Delivery Not Consistent with FTR (I)
Bus A
LMP 10
Bus C
LMP 15
Congestion Charge 100 MWh (30-15) 1500
FTR Credit 100 MW (30-10) 2000
17Energy Delivery Not Consistent with FTR (II)
Bus A
LMP 20
Congestion Charge 100 MWh (30-15) 1500
FTR Credit 100 MW (30-20) 1000
18Characteristics of PJM-style FTRs
- Defined from source to sink
- MW level based on transmission reservation
- Rights are obligations -- receive revenue whether
your generator is dispatched or not - Must pay grid operator if price differential is
negative - Financial entitlement, not physical right
- Independent of energy delivery
19LMP with Hydro
- Hydro has several unique characteristics
- Zero marginal cost
- Ability to store fuel for a day and/or a season
- Enormous dispatch flexibility
- Occasionally binding non-power operational
constraints - NW hydro-thermal system runs thermal units at
baseload and uses hydro to meet peaks
20Locational Price Differences in a Hydro System
- Two reasons why locational marginal prices are
relevant even in a hydro-thermal system - Hydro dispatch has impact on which thermal units
must run, affecting total system dispatch cost - Not much of an issue if thermal used only for
baseload and peaks met exclusively by hydro - Important in systems where the marginal unit is
always a dispatchable thermal unit, regardless of
what other resources exist - Operators of hydro systems that arent strictly
run-of-river will have differing views on future
value of energy during period in which storage is
feasible
21Bilateral Schedules with LMP
- Schedule 100 MW from A to B from unit with
marginal cost of 10 - Pay LMP at B
- Receive LMP at A
- If LMP at A lt 10, generator ramped down and
energy purchased from a different unit - Must-run units can be assured of operating by
bidding zero (thereby acting as price taker) - RTO West system of balanced schedules has same
effect
22Some Observations
- No need for market to know how the power flows
- System operator monitors constraints, dispatches
and redispatches generators as necessary to avoid
overloads - Pricing mechanism black box too complicated for
market participants to get much use out of - However, price determination can be treated as
stochastic process, rather than a deterministic
process
23More Observations
- Limits the effect of marginal unit to localized
area - In single price model, price for all is set by
highest unit - With more price points, effect of high unit is
limited - Nodal pricing confines effect to smallest
possible area
24But is it a Market?
- In real markets, prices arent calculated with a
computer, theyre arrived at through trading - Optimal solution defined by system operator,
rather than aggregate of individual optima - Subject of vigorous debate in academics, RTO
formation discussions - The Wild Wild West model bilateral trading of
physical transmission rights at defined
constraint points, to work with bilateral energy
market - Or, is this the only way power markets can work?
25More Information
- This presentation based on training material
available from PJM website http//www.pjm.com
-- click on Training - Feel free to contact me
- Arne OlsonEnergy and Environmental Economics,
Inc.arne_at_ethree.com(415) 391-5100