TY - JOUR
T1 - Strategic Biddings of a Consumer demand in both DA and Balancing Markets in Response to Renewable Energy Integration
AU - Tavakkoli, Mehdi
AU - Fattaheian-Dehkordi, Sajjad
AU - Pourakbari-Kasmaei, Mahdi
AU - Liski, Matti
AU - Lehtonen, Matti
PY - 2022/9
Y1 - 2022/9
N2 - This paper proposes strategic biddings for a consumer demand that participates in both the day-ahead and balancing markets. The strategic behavior of the consumer is represented by the bilevel optimization programming with minimization of consumer costs at the upper level (UL) subject to the co-optimization of energy and reserve in the market clearing process at the lower level problem (LL). Using the Karush-Kuhn-Tucker (KKT) optimality constraints to replace the LL problem, the bilevel model is recast into a single-level mathematical program with equilibrium constraints (MPEC). The resulted model is finally formulated as a mixed-integer linear programming (MILP) problem using the exact linearization technique and Fortuny-Amat transformation to replace bilinear terms and the complementarity constraints, respectively. The results demonstrate a reduction in the electricity consumption payment for the strategic consumer and a decline in social welfare.
AB - This paper proposes strategic biddings for a consumer demand that participates in both the day-ahead and balancing markets. The strategic behavior of the consumer is represented by the bilevel optimization programming with minimization of consumer costs at the upper level (UL) subject to the co-optimization of energy and reserve in the market clearing process at the lower level problem (LL). Using the Karush-Kuhn-Tucker (KKT) optimality constraints to replace the LL problem, the bilevel model is recast into a single-level mathematical program with equilibrium constraints (MPEC). The resulted model is finally formulated as a mixed-integer linear programming (MILP) problem using the exact linearization technique and Fortuny-Amat transformation to replace bilinear terms and the complementarity constraints, respectively. The results demonstrate a reduction in the electricity consumption payment for the strategic consumer and a decline in social welfare.
KW - Bilevel programming
KW - electricity market
KW - mathematical program with equilibrium constraints (MPEC)
KW - renewable energy generation
KW - strategic bidding
UR - http://www.scopus.com/inward/record.url?scp=85131139788&partnerID=8YFLogxK
U2 - 10.1016/j.epsr.2022.108132
DO - 10.1016/j.epsr.2022.108132
M3 - Article
SN - 0378-7796
VL - 210
JO - Electric Power Systems Research
JF - Electric Power Systems Research
M1 - 108132
ER -