DocumentCode
3483804
Title
A market mechanism for solving multi-period optimal power flow exactly on AC networks with mixed participants
Author
Warrington, Joseph ; Goulart, P. ; Mariethoz, Sebastien ; Morari, Manfred
Author_Institution
Autom. Control Lab., ETH Zurich, Zurich, Switzerland
fYear
2012
fDate
27-29 June 2012
Firstpage
3101
Lastpage
3107
Abstract
The difficult problem of optimal power flow on AC networks has recently been tackled via reformulation as a semidefinite program. New work in the field suggests that a globally optimal solution is attainable in this way. Here, the problem is extended to multiple time periods in order to accommodate the time-coupled nature of power system entities´ costs and constraints. A market mechanism is then developed for the clearing of nodal prices for both real and reactive power, and it is shown that these prices are optimal under standard convexity assumptions. The mechanism is motivated by the separable structure of the Lagrangian associated with the relaxed SDP formulation, allowing the application of a dual subgradient method. Physical insights into the electrical network are then used to make improvements over the standard method that dramatically speed up convergence. The advantage of considering multiple time periods in parallel is that dynamic costs and constraints, e.g. generator ramping and wear, as well as the important price smoothing role of storage, can be accommodated naturally - something existing multi-period auctions do not allow. The mechanism is demonstrated on a 39 bus network populated with a variety of market participant types.
Keywords
costing; gradient methods; load flow; mathematical programming; power markets; power transmission economics; pricing; AC networks; Lagrangian separable structure; dual subgradient method; dynamic constraints; dynamic costs; electrical network; generator ramping; market mechanism; multiperiod auctions; multiperiod optimal power How; nodal prices; power system entity constraints; power system entity costs; price smoothing role; reactive power; relaxed SDP formulation; semidefinite program; standard convexity assumptions; Convergence; Generators; Optimized production technology; Reactive power; Standards; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference (ACC), 2012
Conference_Location
Montreal, QC
ISSN
0743-1619
Print_ISBN
978-1-4577-1095-7
Electronic_ISBN
0743-1619
Type
conf
DOI
10.1109/ACC.2012.6315477
Filename
6315477
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