Dr.-Ing. Philipp Rumschinski
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Scientific Associate
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Phone: |
(+49)0391/6757121 |
Fax: |
(+49)0391/6711191 |
Email: |
My main research interests are in the development of parameter and system identification methods for uncertain systems. Possible application areas are found in the fields of Systems Biology, Reachability and Fault Detection.
Current Projects
- Parameter and Structure Identification
- Fault Detection, Reachability
- Identification of Parameters in Biochemical Reaction Networks
- Linking Parameter Regions of Discrete Time Models with Continous Time Models
Journal Articles
S. Streif, K. Kim, P. Rumschinski, M. Kishida, D.E. Shen, R. Findeisen and R.D. Braatz. Robustness Analysis, Prediction and Estimation for Uncertain Biochemical Networks: An Overview. Journal of Process Control, 42:14-34, 2016.
M. Kishida, P. Rumschinski, R. Findeisen, R.D. Braatz. Efficient Polynomial-time Outer Bounds on State Trajectories for Uncertain Polynomial Systems using Skewed Structured Singular Values IEEE Transactions on Automatic Control, 59(11):3063-3068, 2014.
L. Carius, P. Rumschinski, T. Faulwasser, D. Flockerzi, H. Grammel and R. Findeisen. Model-based Derivation, Analysis and Control of unstable microaerobic Steady-States - considering Rhodospirillum rubrum as an example. Biotechnology and Bioengineering, 111(4):734-747, 2014.
S. Streif, A. Savchenko, P. Rumschinski, S. Borchers and R. Findeisen. ADMIT: a toolbox for guaranteed model invalidation, estimation, and qualitative-quantitative modeling. Bioinformatics, 28(9):1290-1291, 2012.
P. Rumschinski, S. Streif and R. Findeisen. Combining Qualitative Information and Semi-quantitative Data for Guaranteed Invalidation of Biochemical Network Models. International Journal of Nonlinear and Robust Control 22(10):1157-1173, 2012.
S. Borchers, S. Bosio, R. Findeisen, U. Haus, P. Rumschinski and R. Weismantel. Graph Problems arising from Parameter Identification of Discrete Dynamical Systems. Mathematical Methods of Operations Research, 73(3):381-400, 2011
P. Rumschinski, S. Borchers, S. Bosio, R. Weismantel and R. Findeisen. Set-based Parameter Estimation and Model Invalidation for Biochemical Reaction Networks. BMC Systems Biology 4:69, 2010
J. Hasenauer, P. Rumschinski, S. Waldherr, S. Borchers, F. Allgöwer and R. Findeisen. Guaranteed Steady State Bounds for Uncertain (Bio-)Chemical Processes using Infeasibility Certificates. Journal of Process Control 20(9):1076-1083, 2010
Conference Articles (peer reviewed)
S. Lucia, P. Rumschinski, A.J. Krener, R. Findeisen. Improved Design of Nonlinear Model Predictive Controllers Proc. 5th Conference on Nonlinear Model Predictive Control (NMPC'15) - Seville - Spain
P. Andonov, A. Savchenko, P. Rumschinski, S. Streif, R. Findeisen. Controller Verification and Parametrization Subject to Quantitative and Qualitative Requirements Proc. International Symposium on Advanced Control of Chemical Processes (AdChem'15) - Whistler - Canada
P. Rumschinski, R. Findeisen and S. Streif. Finite-time output energy measure for polynomial systems with applications in observability analysis. Proc. 19th IFAC World Congress (IFAC'14) - Cape Town, South Africa
S. Streif, P. Rumschinski, D. Henrion and R. Findeisen. Estimation of consistent parameter sets for continuous-time nonlinear systems using occupation measures and lmi relaxations. Proc. 52nd IEEE Conference on Decision and Control (CDC'13) - Florence - Italy
A. Savchenko, P. Rumschinski, S. Streif and R. Findeisen. Structural problem reduction for set-based fault diagnosis. Proc. 10th International Symposium on Dynamics and Control of Process Systems (DYCOPS'13) - Mumbai - India
S. Streif, K. Kim, P. Rumschinski, M. Kishida, R. Findeisen and R.D. Braatz. Robustness Analysis, Prediction and Estimation for Uncertain Biochemical Networks. Proc. 10th International Symposium on Dynamics and Control of Process Systems (DYCOPS'13) - Mumbai - India
P. Rumschinski, D. Shona-Laila and R. Findeisen. Discrete-to-Continuous Dynamics Reconstruction for Bilinear Systems. Proc. 51st IEEE Conference on Decision and Control (CDC'12) - Maui - USA
A. Savchenko, P. Rumschinski, S. Streif and R. Findeisen. Complete Diagnosability of Abrupt Faults using Set-based Sensitivity Proc. 8th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes (SAFEPROCESS'12) - Mexico City - Mexico
M.Kishida, P. Rumschinski, R. Findeisen and R.D. Braatz. Efficient Polynomial-time Outer Bounds on State Trajectories for Uncertain Polynomial Systems using Skewed Structured Singular Values. IEEE Multi-conference on Systems and Control (MSC'11) - Denver - USA
P. Rumschinski, D. Shona-Laila and R. Findeisen. Set-based Parameter Estimation for Symmetric Network Models. Proc. 18th IFAC World Congress (IFAC'11) - Milano - Italy
A. Savchenko, P. Rumschinski and R. Findeisen. Fault Diagnosis for Polynomial Hybrid Systems. Proc. 18th IFAC World Congress (IFAC'11) - Milano - Italy
P. Rumschinski, D. Shona-Laila, S. Borchers and R. Findeisen. Influence of Discretization Errors on Set-based Parameter Estimation. Proc. 49th IEEE Conference on Decision and Control (CDC'10) - Atlanta - USA
P. Rumschinski, J. Richter, A. Savchenko, J. Lunze, S. Borchers and R. Findeisen. Complete Fault Diagnosis of Uncertain Polynomial Systems. Proc. 9th International Symposium on Dynamics and Control of Process Systems (DYCOPS'10) - Leuven - Belgium
S. Borchers, P. Rumschinski, S. Bosio, R. Weismantel and R.Findeisen. A set-based Framework for Coherent Model Invalidation and Parameter Estimation of Discrete-time Nonlinear Systems. Proc. 48th IEEE Conference on Decision and Control (CDC'09) - Shanghai - China
S. Borchers, P. Rumschinski, S. Bosio, R. Weismantel and R.Findeisen. Model Invalidation and System Identification of Biochemical Reaction Networks. Proc. 16th IFAC Symposium on Identification and System Parameter Estimation (SYSID'09) - Saint-Malo - France
J. Hasenauer, P. Rumschinski, S. Waldherr, S. Borchers, F. Allgöwer and R. Findeisen. Guaranteed Steady-State Bounds for Uncertain Chemical Processes. International Symposium on Advanced Control of Chemical Processes (AdChem'09) - Istanbul - Turkey
S. Borchers, P. Rumschinski, S. Bosio, R. Weismantel and R. Findeisen. Model Invalidation and System Identification of Biochemical Reaction Networks. Proc 7th Vienna Conference on Mathematical Modelling (MATHMOD'09) - Vienna - Austria
Invited Talks
P. Rumschinski, S. Borchers, A. Savchenko and R. Findeisen. Advances in Global Parameter Estimation Approaches for Biochemical Reaction Networks: An Overview. IEEE Multi-conference on Systems and Control (MSC'10) - Yokohama - Japan
S. Borchers, P. Rumschinski, S. Bosio, R. Weismantel and R. Findeisen. Model Invalidation and Parameter Identification of Biochemical Reaction Networks via Semidefinite Programming. 4th International Conference on High Performance Scientific Computing Modeling, Simulation and Optimization of Complex Processes (HPSC'09) - Hanoi - Vietnam
Go to Top
- Application of Discrete Event Systems (SS 2015)
I was an external student of the International Max Planck Research School for Analysis, Design and Optimization in Chemical and Biochemical Process Engineering, Magdeburg: