Abstract
Using flexibility from the coordination of power and natural gas systems helps with the integration of variable renewable energy in power systems. To include this flexibility into the operational decision-making problem, we propose a distributionally robust chance-constrained co-optimization of power and natural gas systems considering flexibility from short-term gas storage in pipelines, i.e., linepack. Recourse actions in both systems, based on linear decision rules, allow adjustments to the dispatch and operating set-points during real-time operation when the uncertainty in wind power production is revealed. We convexify the non-linear and non-convex power and gas flow equations using DC power flow approximation and second-order cone relaxation, respectively. Our coordination approach enables a study of the mitigation of short-term uncertainty propagated from the power system to the gas side. We analyze the results of the proposed approach on a case study and evaluate the solution quality via out-of-sample simulations performed ex-ante.
Original language | English |
---|---|
Article number | 106565 |
Journal | Electric Power Systems Research |
Volume | 189 |
Number of pages | 9 |
ISSN | 0378-7796 |
DOIs | |
Publication status | Published - 2020 |
Event | XXI Power Systems Computation Conference - ONLINE EVENT, Porto, Portugal Duration: 29 Jun 2020 → 3 Jul 2020 Conference number: 21 https://pscc2020.pt/ |
Conference
Conference | XXI Power Systems Computation Conference |
---|---|
Number | 21 |
Location | ONLINE EVENT |
Country/Territory | Portugal |
City | Porto |
Period | 29/06/2020 → 03/07/2020 |
Internet address |
Keywords
- Data-driven linear decision rules
- Distributionally robust chance constraints
- Linepack flexibility
- Power and natural gas coordination
- Second-order cone program