Professorship of Control and Drive Systems
Organisational unit: Professoship
Main research areas
Control systems and cybernetics are among the most challenging fields of research, both on a theoretical level and in their application.
For this reason, the Control and Drive Systems Lab at the Leuphana University of Lüneburg always takes an approach which encompasses both levels – both the basics and the experimental, applied level. Our diverse team carries out research in extremely varied application projects which are often relevant for the industry – for example in the fields of sensorless/sensor-reduced control, model predictive control, sliding mode control, model reference adaptive control, geometric control methods – as well as in controls based on fractional calculus and Lyapunov’s methods.
Particular focus is placed on applying Kalman filtering, which is implemented as an optimal state observer or parameter assessor in applications such as system identification, error detection and sensor-reduced control.
The laboratory also actively applies wavelets in its development of wavelet-based algorithms for signal processing, process monitoring and error detection.
- 2026
Seventh International Conference on Geoscience and Remote Sensing Mapping (GRSM 2025)
Mercorelli, P. (Editor), Reza Delavar, M. (Editor) & Shamsoddini, A. (Editor), 13.01.2026Research output: Books and anthologies › Conference proceedings › Research
Neural Network-Based Adaptive Finite-Time Control for Pure-Feedback Stochastic Nonlinear Systems with Full State Constraints, Actuator Faults, and Backlash-like Hysteresis
Kharrat, M. & Mercorelli, P., 01.2026, In: Mathematics. 14, 1, 30.Research output: Journal contributions › Journal articles › Research › peer-review
- 2025
Trans pixelate substitution scheme for denoising computed tomography images towards high diagnosis accuracy
Hu, F., Gu, H., Wu, F., Lhioui, C., Othmen, S., Alfahid, A., Yousef, A. & Mercorelli, P., 12.2025, In: Scientific Reports. 15, 1, 23 p., 11525.Research output: Journal contributions › Journal articles › Research › peer-review
Neural Network-Based Finite-Time Control for Stochastic Nonlinear Systems with Input Dead-Zone and Saturation
Kharrat, M., Krichen, M., Alhazmi, H. & Mercorelli, P., 11.2025, In: Arabian Journal for Science and Engineering. 50, 21, p. 17369-17379 11 p.Research output: Journal contributions › Journal articles › Research › peer-review
Investigating Learning Assistance by Demonstration for Robotic Wheelchairs: A Simulation Approach
Schettino, V. B., Santos, M. F. D. & Mercorelli, P., 10.2025, In: Robotics. 14, 10, 24 p., 136.Research output: Journal contributions › Journal articles › Research › peer-review
Second International Conference on Remote Sensing Technology and Survey Mapping (RSTSM 2025)
Mercorelli, P. (Editor), Jiang, Z. (Editor) & Wang, C. (Editor), 05.09.2025, SPIE.Research output: Books and anthologies › Conference proceedings › Research
A Fluid Elastomeric Actuator Design for Soft Robots
Els, D., van Niekerk, T., Mercorelli, P. & Welgemoed, J., 09.2025, In: Actuators. 14, 9, 14 p., 417.Research output: Journal contributions › Journal articles › Research › peer-review
DownLink amplified loss function module for 5G air to terrestrial communication networks
Armghan, A., Aldkeelalah, S. S., Hamdi, M., Asklany, S., Lhioui, C., Hamdaoui, R., Mercorelli, P. & Elrashidi, A., 09.2025, In: PLoS ONE. 20, 9, 26 p., e0332303.Research output: Journal contributions › Journal articles › Research › peer-review
Techniques of Control for Energy Optimization in Actuators, Motors and Power Generation Systems
Mercorelli, P. (Editor), 08.2025, MDPI AG. 344 p.Research output: Books and anthologies › Special Journal issue › Research
Techniques of Control for Energy Optimization in Actuators, Motors, and Power Generation Systems
Mercorelli, P., 08.2025, In: Energies. 18, 15, 4 p., 4036.Research output: Journal contributions › Other (editorial matter etc.) › Research
International Conference on Signal Processing, Communication, and Control Systems (SPCCS 2025)
Mercorelli, P. (Editor) & Hsieh, Y.-Z. (Editor), 16.07.2025Research output: Books and anthologies › Conference proceedings › Research
An innovative efficiency of incubator to enhance organization supportive business using machine learning approach
Li, X., Zhang, Q., Gu, H., Othmen, S., Asklany, S., Lhioui, C., Elrashidi, A. & Mercorelli, P., 07.2025, In: PLoS ONE. 20, 7, 22 p., e0327249.Research output: Journal contributions › Journal articles › Research › peer-review
Business Analytics and Making Decision Based on Kalman Filter in Stock Prediction Case
Kurniawan, S. & Mercorelli, P., 27.05.2025, 5th Congress on Intelligent Systems, CIS 2024: Volume 1. Kumar, S., Mary Anita, E. A., Kim, J. H. & Nagar, A. (eds.). Springer Science and Business Media Deutschland, p. 309-320 12 p. (Lecture Notes in Networks and Systems; vol. 1275).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
Mathematics in Robot Control for Theoretical and Applied Problems
Mercorelli, P. (Editor), Sergiyenko, O. Y. (Editor) & Tsymbal, O. (Editor), 22.04.2025, Basel: MDPI AG. 296 p. (Mathematics)Research output: Books and anthologies › Special Journal issue › Research
Noninteracting optimal and adaptive torque control using an online parameter estimation with help of polynomials in EKF for a PMSM
Zwerger, T. & Mercorelli, P., 01.03.2025, In: ISA Transactions. 158, p. 452-467 16 p.Research output: Journal contributions › Journal articles › Research › peer-review
Automatic Tuning of Extended Kalman Filter in Synchronous Reluctance Motor Drives with a Master-Slave Configuration
Rigon, S., Haus, B., Mercorelli, P. & Zigliotto, M., 27.02.2025, In: IEEE Open Journal of Power Electronics. 6, p. 734-746 13 p.Research output: Journal contributions › Journal articles › Research › peer-review
Inner loop model predictive control and outer loop PI reference governor for PMSMs with input and state saturation for torque control
Zwerger, T. & Mercorelli, P., 01.02.2025, In: Mathematics and Computers in Simulation. 228, p. 178-201 24 p.Research output: Journal contributions › Journal articles › Research › peer-review
Dynamic Performance Analysis and Fault Ride-Through Enhancement by a Modified Fault Current Protection Scheme of a Grid-Connected Doubly Fed Induction Generator
Talani, R. A., Kaloi, G. S., Ali, A., Bijarani, M. A., Abbas, G., Hatatah, M., Mercorelli, P. & Touti, E., 02.2025, In: Machines. 13, 2, 20 p., 110.Research output: Journal contributions › Journal articles › Research › peer-review
An Over-Actuated Hexacopter Tilt-Rotor UAV Prototype for Agriculture of Precision: Modeling and Control
Pimentel, G. O., Santos, M. F. D., Lima, J., Mercorelli, P. & Fernandes, F. M., 15.01.2025, In: Sensors. 25, 2, 27 p., 479.Research output: Journal contributions › Journal articles › Research › peer-review
Neural network-based adaptive fault-tolerant control for strict-feedback nonlinear systems with input dead zone and saturation
Kharrat, M., Krichen, M., Alhazmi, H. & Mercorelli, P., 01.2025, In: Journal of the Franklin Institute. 362, 2, 21 p., 107471.Research output: Journal contributions › Journal articles › Research › peer-review
Resilient Privacy Preservation Through a Presumed Secrecy Mechanism for Mobility and Localization in Intelligent Transportation Systems
Alanazi, M. D., Albekairi, M., Abbas, G., Alanazi, T. M., Kaaniche, K., Elsayed, G. & Mercorelli, P., 01.2025, In: Sensors. 25, 1, 20 p., 115.Research output: Journal contributions › Journal articles › Research › peer-review
Accurate Model Predictive Tracking Control of Peltier Cells With Integral Action and an Unscented Kalman Filter
Van Rossum, F., Haus, B., Mercorelli, P. & Aschemann, H., 2025, IECON 2025 - 51st Annual Conference of the IEEE Industrial Electronics Society. IEEE - Institute of Electrical and Electronics Engineers Inc., (IECON Proceedings (Industrial Electronics Conference)).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
Advancing Sustainability and Productivity: The Role of Precision Agriculture in Vineyards and Olive Groves
Fernandes, F. M., Dos Santos, M. F., De Morais, M. H. F., Lima, J., Pereira, A. I. & Mercorelli, P., 2025, Proceedings of the 2025 26th International Carpathian Control Conference (ICCC): Grandhotel Starý Smokovec, High Tatras, Starý Smokovec, Slovak Republic, 19-21 May 2025. Kacur, J., Skovranek, T., Laciak, M. & Mojzisova, A. (eds.). Piscataway: Institute of Electrical and Electronics Engineers Inc., 6 p. (International Carpathian Control Conference, ICCC; vol. 26).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
Computer and Communication Engineering
Neri, F. (Editor), Jiang, Z. (Editor), Reza Karimi , H. (Editor) & Mercorelli, P. (Editor), 2025, Springer Nature Switzerland AG. 242 p.Research output: Books and anthologies › Conference proceedings › Research
Control Allocation and Controller Tuning for an Over-Actuated Hexacopter Tilt-Rotor Applied for Precision Agriculture
Libório, L. O., Pimentel, G. O., Dos Santos, M. F., Fernandes, F. M., Lima, J., De Morais, M. H. F., Mercorelli, P. & Pereira, A. I., 2025, Proceedings of the 2025 26th International Carpathian Control Conference (ICCC): Grandhotel Starý Smokovec, High Tatras, Starý Smokovec, Slovak Republic, 19-21 May 2025. Kacur, J., Skovranek, T., Laciak, M. & Mojzisova, A. (eds.). Piscataway: Institute of Electrical and Electronics Engineers Inc., 6 p. (Proceedings of the 2025 26th International Carpathian Control Conference, ICCC 2025).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
Experimental Evaluation of Data Fusion Techniques and Adaptive Control for Mobile Robot Localization
Neto, W. A., Villa, D. K. D., Sarcinelli-Filho, M., Dos Santos, M. F., Lima, J., Pereira, A. I., De Morais, M. H. F. & Mercorelli, P., 2025, Proceedings of the 2025 26th International Carpathian Control Conference (ICCC): Grandhotel Starý Smokovec, High Tatras, Starý Smokovec, Slovak Republic, 19-21 May 2025. Kacur, J., Skovranek, T., Laciak, M. & Mojzisova, A. (eds.). Piscataway: Institute of Electrical and Electronics Engineers Inc., 6 p. (Proceedings of the 2025 26th International Carpathian Control Conference, ICCC 2025).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
Extrinsic Calibration Method under Low-Light Conditions for Hybrid Vision System
Lopez-Medina, F., Alaniz-Plata, R., Sergiyenko, O., Nunez-Lopez, J. A., Sepulveda-Valdez, C., Meza-Garcia, D., Villa-Manriquez, J. F., Andrade-Collazo, H., Flores-Fuentes, W., Rodrlguez-Quinonez, J. C., Tyrsa, V., Burnaev, E., Illarionova, S. & Mercorelli, P., 2025, 2025 International Aegean Conference on Electrical Machines and Power Electronics (ACEMP) & 2025 International Conference on Optimization of Electrical and Electronic Equipment (OPTIM): 14-17 May 2025. Piscataway: IEEE Industrial Electronics Society, 7 p. (Proceedings of the International Conference on Optimisation of Electrical and Electronic Equipment, OPTIM).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
Hybrid Perception Loss-Driven Synthetic Images Generation of Pathological Myopia Stages
Herrera-Chavez, A. I., Flores-Fuentes, W., Rodriguez-Quinonez, J. C., Rodriguez-Martinez, E. A., Sergiyenko, O., Mercorelli, P. & Castro-Toscano, M. J., 2025, 2025 IEEE 34th International Symposium on Industrial Electronics (ISIE). Piscataway: Institute of Electrical and Electronics Engineers Inc., 6 p. (IEEE International Symposium on Industrial Electronics).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
Rebounded PSO Method for Sigmoid PID Controller for a Maglev System with Input Saturation
Diab, M., Mercorelli, P., Haus, B. & Dethmann, J., 2025, Soft Computing and Its Engineering Applications: 6th International Conference, icSoftComp 2024, Bangkok, Thailand, December 10-12, 2024, Revised Selected Papers, Part II. Patel, K. K., Santosh, K., Gomes de Oliveira, G., Patel, A. & Ghosh, A. (eds.). Cham: Springer Nature, Vol. 2. p. 230-244 15 p. (Communications in Computer and Information Science; vol. 2431 CCIS).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
Robust Nonlinear Control of Laser Scanning System under Stochastic Mechanical Disturbances
Núñez-López, J. A., Sergiyenko, O., Alaniz-Plata, R., Molina-Quiroz, D., Sepulveda-Valdez, C., Lopez-Medina, F., Meza-Garcia, D., Tyrsa, V., Flores-Fuentes, W., Rodríguez-Quiñonez, J. C., Villa-Manriquez, J. F., Murrieta-Rico, F. N., Kolendovska, M. & Mercorelli, P., 2025, IECON 2025 - 51st Annual Conference of the IEEE Industrial Electronics Society. IEEE - Institute of Electrical and Electronics Engineers Inc., 6 p. (IECON Proceedings (Industrial Electronics Conference)).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
Tension/Length-Controlled Winch System for Tethered UAVs*
Guscott, T., Welgemoed, J., Van Niekerk, T., Mercorelli, P. & Mpurwana, K., 2025, 2025 European Conference on Mobile Robots (ECMR): Proceedings; September 2 - 5, 2025; Padua, Italy. Gasteratos, A., Bellotto, N. & Tortora, S. (eds.). Piscataway: Institute of Electrical and Electronics Engineers Inc., 6 p. (European Conference on Mobile Robots; vol. 2025).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
Three-Dimensional Measurement Through the Calibration of a Laser Profilometer
Medina-Madrazo, L. D., Castro-Toscano, M. J., Rodriguez-Quinonez, J. C., Flores-Fuentes, W., Hernandez-Balbuena, D., Real-Moreno, O., Sergiyenko, O. & Mercorelli, P., 2025, 2025 IEEE 34th International Symposium on Industrial Electronics (ISIE). Piscataway: Institute of Electrical and Electronics Engineers Inc., 6 p. (IEEE International Symposium on Industrial Electronics).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- 2024
Point Cloud Optimization Employing Multisensory Vision
Sepulveda-Valdez, C., Alaniz-Plata, R., Núñez-López, J. A., Alba-Corpus, I. Y., Andrade-Collazo, H., Flores-Fuentes, W., Rodríguez-Quiñonez, J. C., Mercorelli, P., Tyrsa, V., Camacho-López, S. & Sergiyenko, O., 01.12.2024, Scanning Technologies for Autonomous Systems. Rodríguez-Quiñonez, J. C., Flores-Fuentes, W., Castro-Toscano, M. J. & Sergiyenko, O. (eds.). Springer Nature, p. 275-302 28 p.Research output: Contributions to collected editions/works › Chapter › peer-review
Precision Denoising in Medical Imaging via Generative Adversarial Network-Aided Low-Noise Discriminator Technique
Alanazi, T. M. & Mercorelli, P., 12.2024, In: Mathematics. 12, 23, 21 p., 3705.Research output: Journal contributions › Journal articles › Research › peer-review
Impulsive Feedback Linearization for Decoupling of a Constant Disturbance with Low Relative Degree to Control Maglev Systems
Diab, M., Mercorelli, P. & Haus, B., 11.11.2024, 2024 28th International Conference on System Theory, Control and Computing (ICSTCC): October 10 - 12, 2024 Sinaia, Romania; Proceedings. Barbulescu, L.-F. (ed.). Piscataway: Institute of Electrical and Electronics Engineers Inc., p. 470-476 7 p. (International Conference on System Theory, Control and Computing, Proceedings; vol. 2024).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
Inductance Estimation Using an EKF for the Robust Control of PMSMs in the Presence of Saturation
Van Rossum, F. M., Mercorelli, P., Haus, B. & Aschemann, H., 11.11.2024, 2024 28th International Conference on System Theory, Control and Computing (ICSTCC) : October 10 - 12, 2024 Sinaia, Romania; Proceedings . Barbulescu, L.-F. (ed.). Piscataway: Institute of Electrical and Electronics Engineers Inc., p. 463-469 7 p. (International Conference on System Theory, Control and Computing, ICSTCC - Proceedings; vol. 2024).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
Dynamic Inversion-Enhanced U-Control of Quadrotor Trajectory Tracking
Lone, A., Zhu, Q., Nemati, H. & Mercorelli, P., 18.10.2024, In: Drones. 8, 10, 24 p., 599.Research output: Journal contributions › Journal articles › Research › peer-review
Online Estimation of Insulin Sensitivity in Diabetes Type 1 Patients during Menstrual Cycles using Extended Kalman Filtering
Kunkelmoor, J., Klinger, A. K., Mercorelli, P. & Haus, B., 01.09.2024, In: IFAC-PapersOnLine. 58, 24, p. 315-320 6 p.Research output: Journal contributions › Conference article in journal › Research › peer-review
Visual Detection of Traffic Incident through Automatic Monitoring of Vehicle Activities
Karim, A., Raza, M. A., Alharthi, Y. Z., Abbas, G., Othmen, S., Hossain, M. S., Nahar, A. & Mercorelli, P., 09.2024, In: World Electric Vehicle Journal. 15, 9, 19 p., 382.Research output: Journal contributions › Journal articles › Research › peer-review
A Study on the Performance of Adaptive Neural Networks for Haze Reduction with a Focus on Precision
Alshahir, A., Kaaniche, K., Abbas, G., Mercorelli, P., Albekairi, M. & Alanazi, M. D., 15.08.2024, In: Mathematics. 12, 16, 25 p., 2526.Research output: Journal contributions › Journal articles › Research › peer-review
Measurement in Machine Vision Editorial Paper
Sergiyenko, O., Flores-Fuentes, W., Rodríguez-Quiñonez, J. C., Mercorelli, P., Kawabe, T. & Bhateja, V., 15.08.2024, In: Measurement: Journal of the International Measurement Confederation. 236, 4 p.Research output: Journal contributions › Other (editorial matter etc.) › Research
Advanced Neural Classifier-Based Effective Human Assistance Robots Using Comparable Interactive Input Assessment Technique
Albekairi, M., Kaaniche, K., Abbas, G., Mercorelli, P., Alanazi, M. D. & Almadhor, A., 13.08.2024, In: Mathematics. 12, 16, 21 p., 2500.Research output: Journal contributions › Journal articles › Research › peer-review
Mathematics in Robot Control for Theoretical and Applied Problems
Mercorelli, P., Sergiyenko, O. & Tsymbal, O., 18.07.2024, In: Mathematics. 12, 14, 3 p., 2240.Research output: Journal contributions › Other (editorial matter etc.) › Research
Mathematical Modeling for Robot 3D Laser Scanning in Complete Darkness Environments to Advance Pipeline Inspection
Sepulveda-Valdez, C., Sergiyenko, O., Tyrsa, V., Mercorelli, P., Rodríguez-Quiñonez, J. C., Flores-Fuentes, W., Zhirabok, A., Alaniz-Plata, R., Núñez-López, J. A., Andrade-Collazo, H., Miranda-Vega, J. E. & Murrieta-Rico, F. N., 07.2024, In: Mathematics. 12, 13, 24 p., 1940.Research output: Journal contributions › Journal articles › Research › peer-review
Mathematics in Robot Control for Theoretical and Applied Problems
Mercorelli, P. (Editor), Sergiyenko, O. (Editor) & Tsymbal, O. (Editor), 07.2024, MDPI AG. (Mathematics; vol. 12, no. 14)Research output: Books and anthologies › Special Journal issue › Research
Optimal control strategies for PMSM with a decoupling super twisting SMC and inductance estimation in the presence of saturation
Zwerger, T. & Mercorelli, P., 07.2024, In: Journal of the Franklin Institute. 361, 11, 30 p., 106934.Research output: Journal contributions › Journal articles › Research › peer-review
Automation in Clinical Laboratories: A Comprehensive Bibliography Review
Fernandes, F. M., dos Santos, M. F. & Mercorelli, P., 22.05.2024, Proceedings of the 2024 25th International Carpathian Control Conference, ICCC 2024. Kot, A. (ed.). Institute of Electrical and Electronics Engineers Inc., 6 p. (Proceedings of the 2024 25th International Carpathian Control Conference, ICCC 2024).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
Comparison of Bio-Inspired Algorithms in a Case Study for Optimizing Capacitor Bank Allocation in Electrical Power Distribution
Neto, W. A., dos Santos, M. F., Olivi, L. R., Costa, E. B. & Mercorelli, P., 22.05.2024, Proceedings of the 2024 25th International Carpathian Control Conference, ICCC 2024. Kot, A. (ed.). Institute of Electrical and Electronics Engineers Inc., 6 p. (Proceedings of the 2024 25th International Carpathian Control Conference, ICCC 2024).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
Comparison of Trajectory Estimation Methods Based on LIDAR and Monocular Camera in a Simulated Environment
Evangelista, A. D., Schettino, V. B., dos Santos, M. F. & Mercorelli, P., 22.05.2024, Proceedings of the 2024 25th International Carpathian Control Conference, ICCC 2024. Kot, A. (ed.). Institute of Electrical and Electronics Engineers Inc., 6 p. (Proceedings of the 2024 25th International Carpathian Control Conference, ICCC 2024).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
Experimental Tests for an Innovative Catamaran Prototype: An Interesting Application Case
dos Santos, M. F., de Mello Honório, L., Leal Lopes, V. M., Mercorelli, P., Araújo Neto, E. S. & Machado, R. A., 22.05.2024, Proceedings of the 2024 25th International Carpathian Control Conference, ICCC 2024. Kot, A. (ed.). Institute of Electrical and Electronics Engineers Inc., (Proceedings of the 2024 25th International Carpathian Control Conference, ICCC 2024).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
