Research Status Update (WP7)
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1 Marco Zugno Juan Miguel Morales Henrik Madsen Anna Hellmers Maria G. Nielsen DTU Compute, 22nd April 2015
2 Ongoing and Future Work (22/10/2014) Production of three peer-reviewed articles (ongoing) Commitment and Dispatch of Heat and Power Units via Affinely Adjustable Robust Optimization (Zugno, Morales, Madsen) Assessing the Role of Heat Pumps and Electrical Boilers in the Danish Heat and Power Systems (Nielsen, Zugno, Morales, Madsen) Portfolio Operation Strategies for Wind Farms and CHP Plants in a Dual-Price Balancing Market (Hellmers, Zugno, Morales, Skajaa) 2 DTU Compute, Technical University of Denmark
3 Ongoing and Future Work (22/10/2014) Production of three peer-reviewed articles (ongoing) Commitment and Dispatch of Heat and Power Units via Affinely Adjustable Robust Optimization (Zugno, Morales, Madsen) Assessing the Role of Heat Pumps and Electrical Boilers in the Danish Heat and Power Systems (Nielsen, Zugno, Morales, Madsen) Portfolio Operation Strategies for Wind Farms and CHP Plants in a Dual-Price Balancing Market (Hellmers, Zugno, Morales, Skajaa) Submitted to European Journal of Operational Research! 3 DTU Compute, Technical University of Denmark
4 Ongoing and Future Work (22/10/2014) Production of three peer-reviewed articles (ongoing) Commitment and Dispatch of Heat and Power Units via Affinely Adjustable Robust Optimization (Zugno, Morales, Madsen) Assessing the Role of Heat Pumps and Electrical Boilers in the Danish Heat and Power Systems (Nielsen, Zugno, Morales, Madsen) Portfolio Operation Strategies for Wind Farms and CHP Plants in a Dual-Price Balancing Market (Hellmers, Zugno, Morales, Skajaa) Submitted to Applied Energy! 4 DTU Compute, Technical University of Denmark
5 Ongoing and Future Work (22/10/2014) Production of three peer-reviewed articles (ongoing) Commitment and Dispatch of Heat and Power Units via Affinely Adjustable Robust Optimization (Zugno, Morales, Madsen) Assessing the Role of Heat Pumps and Electrical Boilers in the Danish Heat and Power Systems (Nielsen, Zugno, Morales, Madsen) Portfolio Operation Strategies for Wind Farms and CHP Plants in a Dual-Price Balancing Market (Hellmers, Zugno, Morales, Skajaa) Submitted to IEEE Transactions on Power Systems! 5 DTU Compute, Technical University of Denmark
6 Setup and Research Question Heat plant Heat tank District heating Wind farm Electricity market Steam turbine Flexible production Uncertain production Firm production CHP plant Can joint trading of wind/chp plants power output reduce the overall imbalance and improve profits for the portfolio? 6 DTU Compute, Technical University of Denmark
7 A Realistic Case-Study Real data for heat/power system (DONG Energy) State-of-the-art forecast for uncertainty Wind power production Heat demand Power prices (day-ahead/balancing) Realistic rolling-horizon approach with hourly forecast update Historical data used in evaluation Setup that mimics the real operation of the system! 7 DTU Compute, Technical University of Denmark
8 Reducing Imbalances (1) Imbalances in opposite direction cancel out: improvement from setup 8 DTU Compute, Technical University of Denmark
9 Reducing Imbalances (2) Very costly regulation for wind: CHP output is increased. Improvement from optimization 9 DTU Compute, Technical University of Denmark
10 Profit Improvement Independent Portfolio Joint operation of the CHP and wind power production systems results in financial improvement 10 DTU Compute, Technical University of Denmark
11 WP7 Input/Output Matrix Input Scenario configurations for energy systems Production unit data (different technologies) Consumption data (flexible?) Output Aggregation models for flexible resources Operational models (commitment/dispatch) Tactical optimization (mid-term procurement) Additional information required 11 DTU Compute, Technical University of Denmark
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