2022
|
Milena Petkovic, Ying Chen, Inken Gamrath, Uwe Gotzes, Natalia Selini Hadjidimitrou, Janina Zittel, Xiaofei Xu, Thorsten Koch |
A hybrid approach for high precision prediction of gas flows
|
Energy Systems, Vol.13, pp. 383-408, 2022 (preprint available as ZIB-Report 19-26) |
PDF (ZIB-Report)
PDF (ZIB-Report)
BibTeX
DOI
|
Milena Petkovic, Nazgul Zakiyeva |
Mathematical Optimization for Analyzing and Forecasting Nonlinear Network Time Series
|
Operations Research Proceedings 2022, 2022 (preprint available as ZIB-Report 22-19) |
PDF (ZIB-Report)
BibTeX
|
Nazgul Zakiyeva, Milena Petkovic |
Modeling and Forecasting Gas Network Flows with Multivariate Time Series and Mathematical Programming Approach
|
Operations Research Proceedings 2021, pp. 200-205, Vol.1, Lecture Notes in Operations Research book series (LNOR), 2022 (in press, preprint available as ZIB-Report 21-23) |
PDF (ZIB-Report)
BibTeX
DOI
|
Milena Petkovic, Nazgul Zakiyeva, Janina Zittel |
Statistical Analysis and Modeling for Detecting Regime Changes in Gas Nomination Time Series
|
Operations Research Proceedings 2021. OR 2021, pp. 188-193, Lecture Notes in Operations Research, 2022 (preprint available as ZIB-Report 21-22) |
PDF (ZIB-Report)
BibTeX
DOI
|
2021
|
Milena Petkovic, Thorsten Koch, Janina Zittel |
Deep learning for spatio-temporal supply anddemand forecasting in natural gas transmission networks
|
Energy Science and Engineering, 2021 (epub ahead of print, preprint available as ZIB-Report 21-01) |
PDF (ZIB-Report)
BibTeX
DOI
|
Felix Hennings, Milena Petkovic, Tom Streubel |
On the Numerical Treatment of Interlaced Target Values - Modeling, Optimization and Simulation of Regulating Valves in Gas Networks
|
ZIB-Report 21-32 |
PDF
PDF
BibTeX
URN
|
2020
|
Ansgar Rössig, Milena Petkovic |
Advances in Verification of ReLU Neural Networks
|
Journal of Global Optimization, 2020 (preprint available as ) |
BibTeX
DOI
|
M. Diekerhof, A. Monti, E. Lebedeva, A. H. Tkaczyk, I. Yüksel-Ergün, J. Zittel, L. F. Escudero, A. Soroudi, C. Helmberg, Ž. Kanovíc, M. Petkovic, F. Lacalandra, A. Frangioni, J. Lee, A. De Filippo, M. Lombardi, M. Milano, P. Ezran, Y. Haddad |
Production and Demand Management
|
Mathematical Optimization for Efficient and Robust Energy Networks, Springer, 2020, ISBN: 978-3-030-57442-0 |
BibTeX
DOI
|
2019
|
Inken Gamrath, Milena Petkovic |
Prediction of Intermitted Flows in Large Gas Networks
|
ZIB-Report 19-29 |
PDF
BibTeX
URN
|
2018
|
M. Dell’Amico, Natalia Selini Hadjidimitriou, Thorsten Koch, Milena Petkovic |
Forecasting Natural Gas Flows in Large Networks
|
Machine Learning, Optimization, and Big Data. MOD 2017., Lecture Notes in Computer Science(vol 10710), pp. 158-171, 2018 |
BibTeX
DOI
|