Title of article :
Economic impact assessment and operational decision making in emission and transmission constrained electricity markets
Author/Authors :
Nanduri، نويسنده , , Vishnu and Kazemzadeh، نويسنده , , Narges، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2012
Pages :
10
From page :
212
To page :
221
Abstract :
Carbon constrained electricity markets are a reality in 10 northeastern states and California in the US, as well as the European Union. Close to a Billion US Dollars have been spent by entities (mainly generators) in the Regional Greenhouse Gas Initiative in procuring CO2 allowances to meet binding emissions restrictions. In the near future, there are expected to be significant impacts due to the cap-and-trade program, especially when the cap stringency increases. In this research we develop a bilevel, complete-information, matrix game-theoretic model to assess the economic impact and make operational decisions in carbon-constrained restructured electricity markets. Our model is solved using a reinforcement learning approach, which takes into account the learning and adaptive nature of market participants. Our model also accounts for all the power systems constraints via a DC-OPF problem. We demonstrate the working of the model and compute various economic impact indicators such as supply shares, cost pass-through, social welfare, profits, allowance prices, and electricity prices. Results from a 9-bus power network are presented.
Keywords :
Bilevel game , reinforcement learning , Bilevel game-theoretic model , Bidding Strategies , climate change , Cap-and-trade
Journal title :
Applied Energy
Serial Year :
2012
Journal title :
Applied Energy
Record number :
1605482
Link To Document :
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