Publications

DateTitleAuthorsPublished inSubproject
13.06.23Fast integrators with sensitivity propagation for use in CasADiJonathan Frey, Jochem De Schutter, Moritz Diehl2023 European Control Conference (ECC)1
28.04.23Experimental Investigation of Ion Formation for Auto-Ignition Combustion in a High-Temperature and High-Pressure Combustion VesselGolc, D.; Esposito, S.; Pitsch, H.; Beeckmann, J16th International Conference on Engines & Vehicles4
05.04.23A Modular Approach for Diesel Engine Air Path Control Based on Nonlinear MPCSeverin Hänggi, Jonathan Frey, Stijn van Dooren, Moritz Diehl, Christopher H. OnderIEEE Transactions on Control Systems Technology7
09.12.22End-to-End Deep Neural Network-based Nonlinear Model Predictive Control: Experimental Implementation on Diesel Engine Emission ControlNorouzi, A.; Gordon, D.; Winkler, A.; Shahpour, S.; McNally, J.; Nuss, E.; Abel, D.; Andert, J.; Shahbakhti, M.; Koch, C. R.Energies3
07.12.22Nonlinear MPC and MHE of a Gasoline Controlled Auto-Ignition Engine based on Reduced-Order Differential Equation ModelsJ. De Schutter, E. Nuss, K. Baumgaertner, D. Abel, M. Diehl2022 IEEE 61st Conference on Decision and Control (CDC)2
06.12.22Fast Nonlinear Model Predictive Control using Barrier Formulations and Squashing with a Generalized Gauss-Newton HessianBaumgärtner, Wang, Zanelli, Diehl2022 IEEE 61st Conference on Decision and Control (CDC)2
23.05.22Experimental Investigation of the Pressure Dependence of Iso-Octane CombustionShaqiri, S.; Kaczmarek, D.; vom Lehn, F.; Beeckmann, J.; Pitsch, H.; Kasper, T.Frontiers in Energy Research6
15.02.22Dynamic Measurement with in-Cycle Process Excitation of HCCI Combustion –the Key to Handle Complexity of Data-Driven Control?Julian Bedei, Malte Oberlies, Patrick Schaber, David C. Gordon, Eugen Nuss, Liguang Li, Jakob AndertInternational Journal of Engine Research3
02.02.22Machine Learning Integrated with Model Predictive Control for Imitative Optimal Control of Compression Ignition EnginesNorouzi, A.; Shahpouri, S.; Gordon, D.; Winkler, A.; Nuss, E.; Andert, J.; Shahbakhti, M.; Koch, C. R.10th IFAC Symposium: Advances in Automotive Control (Ohio)3
02.02.22A numerical investigation of potential ion current sensor applications in Premixed Charge Compression Ignition EngineDominik Golc, Stefania Esposito, Francesca Loffredo, Heinz Pitsch, Joachim BeeckmannSAE Conference on Sustainable Mobility4
02.02.22Optimal Combustion Calibration for DI/CI engines using multiple injectionsHänggi, S., Moretto, G., Onder, C.International Journal of Engine Research7
11.07.21Embedded Real-Time Nonlinear Model Predictive Control for the Thermal Torque Derating of an Electric VehicleWinkler, A.; Frey, J.; Fahrbach, T.; Frison, G.; Scheer, R.; Diehl, M.; Andert, J.7th IFAC Conference on Nonlinear Model Predictive Control NMPC 20213
05.07.21acados - a modular open-source framework for fast embedded optimal controlR. Verschueren, G. Frison, D. Kouzoupis, N. Van Duijkeren, A. Zanelli, B. Novoselnik, J. Frey, T. Albin, R. Quirynen, and M. DiehlMathematical Programming Computation2
27.06.21Support Vector Machine Based Emissions Modeling using Particle Swarm Optimization for Homogeneous Charge Compression Ignition EngineDavid Gordon, Armin Norouzi, Gero Blomeyer, Julian Bedei, Masoud Aliramezani, Jakob Andert, Charles Robert KochInternational Journal of Engine Research3
01.06.21Development of a fast-running injector model with artificial neural network (ANN) for the prediction of injection rate with multiple injectionsDominik Golc, Stefania Esposito, Joachim Beeckmann, Heinz PitschSAE Capri4
24.01.21Low- and high-temperature study of n-heptane combustion chemistryL. Ruwe, L. Cai, J. Wullenkord, S. Schmitt, D. Felsmann, M. Baroncelli, B. Chen, K. Moshammer, N. Hansen, H. Pitsch, K. Kohse-HöinghausProceedings of the Combustion Institute5
24.01.21Detecting Combustion Intermediates via Broadband Chirped-Pulse Microwave SpectroscopyS. M. Fritz, P. Mishra, J. Wullenkord, P. G. Fugazzi, K. Kohse-Höinghaus, T. S. Zwier, N. HansenProceedings of the Combustion Institute5
26.08.20The potential of heat release rate and cylinder pressure feedback control for conventional and premixed charge compression ignition combustionS.Hänggi, G.Moretto, T.Albin, C.OnderInternational Journal of Engine Research7
01.06.20Homogeneous charge compression ignition combustion stability improvement using a rapid ignition systemD. Gordon, C.Wouters, S. Kinoshita, M. Wick, B. Lehrheuer, J. Andert, S. Pischinger, C. R. KochInternational Journal of Engine Research, 20203
20.05.20The BLAS API of BLASFEO: optimizing performance for small matricesFrison, G., Sartor, T., Zanelli, A., Diehl, M.ACM Transactions on Mathematical Software (TOMS)2
14.04.20Nonlinear Identification Modeling for PCCI Engine Emissions Prediction Using Unsupervised Learning and Neural NetworksWang Pan, Metin Korkmaz, Joachim Beeckmann, Heinz PitschSAE Technical Paper4
15.03.20Dynamic measurement of HCCI combustion with self-learning of experimentalspace limitationsWick, Maximilian; Bedei, Julian; Andert, Jakob; Lehrheuer, Bastian; Pischinger Stefan; Nuss, Eugen Applied Energy3
05.02.20TuneMPC - A Tool for Economic Tuning of Tracking (N)MPC ProblemsDe Schutter, J., Zanon, M., Diehl, M.IEEE Control Systems Letters (L-CSS)2
13.12.19Zero-Order Moving Horizon EstimationBaumgärtner, K; Zanelli, A.; Diehl, M.IEEE Conference on Decision and Control 20192
29.11.19Effects of water addition on the combustion of iso-octane investigated in laminar flames, low-temperature reactors and an HCCI engineSteffen Schmitt, Maximilian Wick, Christian Wouters, Lena Ruwe, Isabelle Graf, Jakob Andert, Nils Hansen, Stefan Pischinger, Katharina Kohse-HöinghausCombustion and Flame5
17.09.19Optimierungsbasierte Verbrennungsratenregelung für Dieselmotoren mittels MehrfacheinspritzungRitter, Dennis; Abel, Dirk; Korkmaz,Metin; Pitsch, Heinz; Hänggi, Severin; Albin, ThivaharanFlammentag 20191
17.09.19Development of an advanced injection strategy for LTC in a single cylinder CI engineM.Korkmaz, R. Lakshmanan, J. Beeckmann und H. Pitsch29. Deutscher Flammentag, 17. und 18. September, 2019, Ruhr-Universität Bochum4
17.09.19Detaillierte Untersuchungen zu den Einflüssen von Wasseraddition bei der Verbrennung von iso-Oktan im Hinblick auf homogenisierte KompressionsbrennverfahrenS. Schmitt, M. Wick, C. Wouters, I. Graf, J. Andert, N. Hansen, K. Kohse-Höinghaus, S. Pischinger29. Deutscher Flammentag, 17. und 18. September, 2019, Ruhr-Universität Bochum5
09.09.19Towards an Integral Combustion Model for Model-based Control of PCCI EnginesA. Y. Deshmukh, M. Korkmaz, M. Davidobvic, D. Goeb, C. Giefer, M. Bode, L. Cai, und H. PitschSAE Technical Paper 2019-24-001, 20194
15.08.19Efficient Zero-Order NMPC with Feasibility and Stability GuaranteesZanelli, A., Quirynen, R., Diehl, M.Proceedings of the European Control Conference 20192
11.07.19Chemical insights into the larger sooting tendency of 2-methyl-2-butene compared to n-pentaneLeón, L., Ruwe, Moshammer, K., Seidel, L., Shrestha, K. P., Wang, X., Mauss,F., Kohse-Höinghaus, K., Hansen, N.Combustion and Flame 208 (2019) 182–1975
10.07.19Optimization-based fuel injection rate digitalization for combustion rate shapingRitter, Dennis; Korkmaz, Metin; Pitsch, Heinz; Abel, Dirk; Albin, ThivaharanAmerican Control Conference, 20191
15.06.19HCCI Combustion Stability Improvement using Rapid Ignition SystemGordon, David; Wouters, Christian; Kinoshita, Shota; Wick, Maximilian, Lehrheuer, Bastian; Andert, Jakob; Pischinger, Stefan; Koch, Charles R.Symposium for Combustion Control 20193
05.06.19Detailed analysis of the influence of direct water injection on HC emissions in HCCI enginesM. Wick, T. Ottenwälder, C. Wouters, B. Lehrheuer, S. Pischinger, S. Schmitt, K. Kohse-Höinghaus, N. Hansen, J. AndertSymposium for Combustion Control, 5. und 6. Juni, 2019, Aachen3
05.06.19Combustion Rate Shaping for Cycle-to-cycle ControlG.Moretto, S. Hänggi, T. Albin, C. OnderSymposium for Combustion Control, 5. und 6. Juni, 2019, Aachen7
27.05.19The C5 chemistry preceding the formation of polycyclic aromatic hydrocarbons in a premixed 1-pentene flameRuwe, L., Cai, L., Moshammer, K., Hansen, N., Pitsch, H., Kohse-Höinghaus, K.Combustion and Flame 206 (2019) 411–4235
01.05.19NVO peak pressure based in-cycle control for HCCI combustion using direct water injectionD. Gordon, C.R. Koch, C. Wouters, B. Lehrheuer, S. Pischinger, M. Wick and J. AndertConference: Combustion Institute - Canadian Section, CICS 20193
15.04.19In-Cycle Control for Stabilization of HCCI Combustion Using Direct Water InjectionWick, Maximilian; Bedei, Julian; Gordon, David; Wouters, Christian; Lehrheuer, Bastian; Nuss, Eugen; Andert, Jakob; Koch, Charles Robert Applied Energy3
09.04.19Experimental investigations on the influence of valve timing and multi-pulse injection on GCAI CombustionSamuel, Jensen; Santhosh, Mithun; Panda, Kasinath; Ramesh, A.; Wick, Maximilian; Andert, Jakob; Lehrheuer, Bastian; Pischinger, StefanSAE Technical Paper3
07.02.19Nonlinear Model Predictive Control of a Discrete-Cycle GCAI Engine Model – Simulative AnalysisNuss, Eugen; Wick, Maximilian; Andert, Jakob; de Schutter, Jochem; Diehl, Moritz; Abel, Dirk; Albin, ThivaharanInternational Journal of Engine Research, 20191
30.01.19A dual Newton strategy for tree-sparse quadratic programs and its implementation in the open-source software treeQPKouzoupis, D., Klintberg, E., Frison, G., Gros, S., Diehl, M.International Journal of Robust and Nonlinear Control2
21.01.19A new era for combustion researchKohse-Höinghaus, K.Pure and Applied Chemistry 91 (2)(2019) 271–2885
01.01.19Experimental and numerical investigation of the maximum pressure rise rate for an LTC concept in a single cylinder CI engineM. Korkmaz, R. Lakshmanan, T. Falkenstein, J. Beeckmann, und H. PitschSAE Technical Paper 2019-24-0023, 20194
01.01.19Experimental investigation of the impact of advanced injection strategies on a LTC concept for a single cylinder CI engineM.Korkmaz, J. Beeckmann und H. Pitsch9th EuropeanCombustion Meeting, Lisboa, April 14-17 (2019)4
01.01.19A data-based model for diesel combustion control using ANN coupled with PCAWang Pan, Metin Korkmaz, Joachim Beeckmann, Tobias, Falkenstein und Heinz PitschSymposium for Combustion Control, Aachen, June 05-06 (2019)4
01.01.19Unsupervised learning and nonlinear identification for in-cylinder pressure prediction of diesel combustion rate shaping processWang Pan, Metin Korkmaz, Joachim Beeckmann, Heinz PitschElsevier4
22.11.18Towards a Modular Software Package for Embedded OptimizationVerschueren, R.; Frison, G.; Kouzoupis, D.; van Duijkeren, N.; Zanelli, A.; Quirynen, R.; Diehl, M.6th IFAC Conference on Nonlinear Model Predictive Control2
01.11.18Potential of water direct injection in a CAI/HCCI gasoline engine to extend the operating range towards higher loadsValero-Marco, J.; Lehrheuer, Bastian; Lopéz, J.J.; Pischinger, StefanFuel, 20183
29.09.18Recent advances in quadratic programming algorithms for nonlinear model predictive controlKouzoupis, D.; Frison, G.; Zanelli, A.; Diehl, M.Vietnam Journal of Mathematics2
20.09.18Reduced Order Modeling for Multi-Scale Control of Low Temperature Combustion EnginesNuss, Eugen; Ritter, Dennis; Wick, Maximilian; Andert, Jakob; Abel, Dirk; Albin, ThivaharanActive Flow & Combustion Control Conference, 20181
01.09.18In-vehicle realization of nonlinear MPC for gasoline two-stage turbocharging airpath controlAlbin, Thivaharan; Ritter, Dennis; Liberda, Norman; Quirynen, Rien; Diehl, MoritzIEEE Transactions on control systems technology, 20171
01.09.18Inexact Newton-Type Optimization with Iterated SensitivitiesQuirynen, R.; Gros, S.; Diehl, M.SIAM Journal on Optimization 20182
29.07.18Effects of water addition on the combustion processes in premixed flames, flow reactors and an HCCI engineS. Schmitt*, M. Wick, I.Graf, B. Lehrheuer, J. Andert, K. Kohse-Höinghaus, S. Pischinger37th International Symposium on Combustion, July 29 to August 3, 2018, Dublin, Ireland [WIP poster]5
24.07.18Development and Experimental Validation of a Real-Time Capable FPGA Based Gas-Exchange Model for Negative Valve OverlapGordon, David; Wouters, Christian; Wick, Maximilian; Lehrheuer, Bastian; Andert, Jakob; Koch, Charles; Pischinger, StefanInternational Journal of Engine Research3
14.07.18Benefits of Model Predictive Control of Gasoline Airpath ControlThivaharan AlbinScience China Information Sciences, 20181
27.06.18Model order reduction of a continuous-cycle gasoline controlled auto ignition modelNuss, Eugen; Abel, DirkSymposium for Combustion Control, 20181
27.06.18Model-based Control of Combustion Rate for Compression Ignition Engines using Multi-pulse Fuel InjectionRitter, Dennis; Abel, Dirk; Hänggi, Severin; Albin, Thivaharan; Korkmaz, Metin; Jochim, Bernhard; Pitsch; HeinzSymposium for Combustion Control, 20181
27.06.18Development and Experimental Validation of an FPGA Based In-Cycle Control Strategy for HCCI Combustion StabilityDavid Gordon, Christian Wouters, Maximilian Wick, Bastian Lehrheuer, Jakob Andert, Charles R. Koch and Stefan PischingerSymposium for Combustion Control 20183
23.06.18Sensitivity analysis, uncertainty quantification, and optimization for thermochemical properties in chemical kinetic combustion modelsFlorian vom Lehn, L. Cai, H. PitschProceedings of the Combustion Institute, 20184
10.05.18Investigation on the effect of water addition in iso-octane combustionSchmitt, Steffen; Graf, Isabelle; Lehrheuer, Bastian; Wick, Maximilian; Andert, Jakob; Kohse-Höinghaus, Katharina117th General Assembly of the German Bunsen Society for Physical Chemistry, University Hannover, 10th to 12th May 20185
02.02.18Influences of the molecular fuelstructure on combustion reactions towards soot precursors in selected alkane and alkene flamesRuwe, L., Moshammer, K., Hansen, N., Kohse-Höinghaus, KPhysical Chemistry Chemical Physics 20 (16) (2018) 10780–107955
01.02.18Decoupling of consecutive gasoline controlled auto-ignition combustion cycles by field programmable gate array based real-time cylinder pressure analysisWick, Maximilian; Lehrheuer, Bastian; Albin, Thivaharan; Andert, Jakob; Pischinger, StefanInternational Journal of Engine Research3
01.01.18Development of a Fully Flexible Injection Strategy for Model-Based Combustion Control of PCCI Diesel EngineM. Korkmaz, D. Golc, B. Jochim, J. Beeckmann, H. Pitsch, D. Ritter, D. AbelSymposium for Combustion Control 20184
20.09.17Autoregressive modeling of cycle-to-cycle correlations in homogeneous charge compression ignition combustionAndert, Jakob; Wick, Maximilian; Lehrheuer, Bastian; Sohn, Christian; Albin, Thivaharan; Pischinger, StefanInternational Journal of Engine Research3
17.08.17Triple-injection stratgey for model-based control of PCCI diesel engine combustionKorkmaz, Metin; Zweigel, Rene; Jochim, Bernhard; Beeckmann, Joachim; Abel, Dirk; Pitsch, HeinzInternational Journal of Engine Research, 20174
04.07.17Model-based control of gasoline-controlled auto-ignitionRitter, Dennis; Andert, Jakob; Abel, Dirk; Albin, ThivaharanInternational Journal of Engine Research, 20171
28.06.17Detailed chemistry investigations for conventional and alternative fuelsRuwe, L., Hemken, C., Kohse-Höinghaus, K., Moshammer, K., Hansen, N.Symposium for Combustion Control, Aachen, June 28-29(2017)5
21.06.17Influence of water addition on the combustion chemistry of iso-octane investigating laminar premixed flamesSchmitt, Graf, Lehrheuer, Wick, Andert, Kohse-HöinghausInternational Bunsen Discussion Meeting Chemistry and Diagnostics for Clean Combustion5
01.06.17Nonlinear Model Based Predictive Control of a Discrete-Cycle GCAI Engine Model – Simulative AnalysisNuss, Eugen; de Schutter, Jochem; Diehl, Moritz; Abel, Dirk; Albin, ThivaharanSymposium for Combustion Control, 20171
18.04.17Experimental and modeling study in a premixed 2-methyl-2-butene flameRuwe, Lena; Leon, L; Moshammer, K.; Seidel, L.; Hansen, N.; Mauss, F.; Kohse-Höinghaus, KatharinaProceeedings of the 8th European Combustion Meeting, Dubrovnik, April 18-21(2017)5
18.04.17Oxidation and Combustion chemistry of n-pentane – an extensive experimental studyMoshammer, Kai; Hansen, N.; Ruwe, Lena; Kohse-Höinghaus, KatharinaProceeedings of the 8th European Combustion Meeting, Dubrovnik, April 18-21(2017)5
18.04.17Combustion chemistry of n-pentane - an extensive experimental studyMoshammer, K., Hansen, N., Ruwe, L., Kohse-Höinghaus, K.Proceeedings of the 8th European Combustion Meeting, Dubrovnik, April 18-21(2017)5
18.04.17Experimental and modeling study in a premixed 2-methyl-2-butene flameRuwe, L., León, L., Moshammer, K., Seidel, L., Hansen, N., Mauss, F., Kohse-Höinghaus,K.Proceeedings of the 8th European Combustion Meeting, Dubrovnik, April 18-21(2017)5
09.04.17Assessment of the Approximation Formula for the Calculation of Methane/Air Laminar Burning Velocities Used in Engine Combustion ModelsJ. Beeckmann, R. Hesse, Felix Bejot, Nan Xu, und H. PitschSAE Technical Paper 2017-24-0007, 20174
28.03.17Asessment of different included spray cone angles and injection strategies for PCCI diesel engine combustionKorkmaz, Metin; Zweigel, Rene; Niemietz, K.; Jochim, Bernhard; Abel, Dirk; Pitsch, HeinzSAE Technical Paper 2017-01-074
19.09.16Nonlinear MPC for combustion engine control: A parameter study for realizing real-time feasibilityAlbin, Thivaharan; Frank, Felix; Ritter, Dennis; Abel, Dirk; Quyrinen, Rien; Diehl, MoritzIEEE Multi-conference on systems and control, 20161
11.07.16Boost pressure control strategy to account for transient behavior and pumping losses in a two-stage turbocharged air path conceptAlbin, Thivaharan; Ritter, Dennis; Liberda, Norman; Abel, DirkEnergies, 20161
15.06.16Decoupling of Consecutive GCAI Combustion Cycles by FPGA Based Realtime Cylinder Pressure AnalysisWick, Maximilian; Andert, Jakob; Lehrheuer, BastianSymposium for Combustion Control 20163
30.05.16Model-based control of gasoline-controlled auto-ignitionRitter, Dennis; Andert, Jakob; Abel, Dirk; Albin, Thivaharan; Lehrheuer, Bastian; Wick, Maximilian; Pischinger, Stafan Symposium for Combustion Control, 20161
01.05.14An analytical approximation for low- and high-temperature autoignition for dimethyl ether-air mixturesJ. Beeckmann, L. Cai, A. Behrens, N. Peters und H. PitschProceedings of the Combustion Institute 20154