Abstract
As the foundation of planning and operation, hybrid energy flow analysis of integrated energy system is of significance. To improve the computational efficiency, this paper proposes a hybrid energy flow calculation method for electric-thermal coupling systems based on a parallelized Inexact Newton method. The proposed method uses an iterative method to solve the modified equations during energy flow calculations. By selecting reasonable iterative algorithm, precondition method and iterative convergence criterion, it can effectively improve the efficiency of energy flow calculations and facilitate parallelization calculations. In this paper, we consider the asymmetric positive definiteness characteristics of the Jacobian matrix during energy flow calculation. The generalized minimization residual method (GMRES) is chosen as the internal iterative algorithm of the Inexact Newton method, and the incomplete LU decomposition method (ILU) is proposed as the precondition method to accelerate the internal iterative convergence speed. The constant forcing factor is used as the internal convergence criterion. The algorithm is designed with GPU parallelization. Finally, the effectiveness of the proposed method is verified by extensive case studies.
| Original language | English |
|---|---|
| Title of host publication | iSPEC 2019 - 2019 IEEE Sustainable Power and Energy Conference |
| Subtitle of host publication | Grid Modernization for Energy Revolution, Proceedings |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| Pages | 2443-2449 |
| Number of pages | 7 |
| ISBN (Electronic) | 9781728149301 |
| DOIs | |
| State | Published - Nov 2019 |
| Event | 2019 IEEE Sustainable Power and Energy Conference, iSPEC 2019 - Beijing, China Duration: 21 Nov 2019 → 23 Nov 2019 |
Publication series
| Name | iSPEC 2019 - 2019 IEEE Sustainable Power and Energy Conference: Grid Modernization for Energy Revolution, Proceedings |
|---|
Conference
| Conference | 2019 IEEE Sustainable Power and Energy Conference, iSPEC 2019 |
|---|---|
| Country/Territory | China |
| City | Beijing |
| Period | 21/11/19 → 23/11/19 |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 7 Affordable and Clean Energy
Keywords
- GMRES
- GPU parallelization
- ILU precondition
- Inexact Newton method
- electric-thermal coupling system
- hybrid energy flow calculation
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