Jakub Talla

dblp:125/0001 · DBLP profile ↗
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13ranked-venue papers
4as first author
3since 2021 · last 2024
0000-0001-7828-8225ORCID · verified

Domains — the database's venue-derived domains; a paper can count in several

Systems, architecture and hardware · 13 · 4 first-author · 3 since 2021
YearPublicationVenuePosition
2024 Predictive control of IPMSM using a precise mathematical model with low implementation demands
abstract
The main focus of this paper is to propose high quality, low complexity predictive torque control for IPMSM, which typically exhibits a high level of non-uniformity. Particular solution to this problem may results in high complexity flux mapping, which negatively impacts complexity of the control algorithm. To achieve sufficient accuracy while complexity of the control remain acceptable, we propose to design accurate model which is approximated in a piece-wise manner addressing the most dominant effects on the drive behavior. This is done by state dependent terms using data collected by prior commissioning procedures and verified by FEM simulation. Resulting mathematical model is very simple to implement. We use predictive control with finite control set and cost function following the idea of direct torque control. The proposed controller has been experimentally tested and compared to the controller with conventional mathematical model to demonstrate the effect of the model accuracy on control performance.
Ondrej Suchý 0002, Stepán Janous, Jakub Talla, Tomás Kosan
IECON3
2023 Comparison of Different CHB Topologies for Battery Energy Storage Regarding Phase to Phase Balancing
abstract
There can be seen rising trend of the multilevel converters in battery storage systems, specifically converters with cascaded H-bridges. Use of the battery distributed through converter has many advantages. It lowers requirements on the battery management system and improves reliability of the BESS in cause of the faulty module. In this topology part of the battery balancing is provided by the converter itself. In this paper, it is compared the choice of delta versus star connected three phase converter. This choice influences mainly phase-to-phase balancing of the converter.
Jaroslav Dragoun, Jakub Talla, Jakub Sevcik
IECON2
2021 Predictive control of PMSM using improved model of the drive
abstract
The most common control algorithms for PMSM are based on simplified interpretation of the mathematical model, assuming strictly harmonic signals and linear distribution of the magnetic flux of permanent magnets in the air gap. Nevertheless neglected phenomenons in the mathematical mode leads to deterioration of the torque and overall it may lower the efficiency of the machine. Therefore in order to improve efficiency and torque quality, the aforementioned effects needs to be taken into account, when designing mathematical model, where, stator inductance and magnetic flux of permanent magnets are considered a function of the rotor position. the optimal reference current is no longer projected into d, q coordinated system as a static dc value, which significantly increase the demands on the tuning of cascade structure of PI controllers. An alternative is to use predictive control.In this paper we seek for simple and yet robust control with comparable results as a standard solution based on d, q coordinated system and linear controllers. For this purpose we use simple version of predictive control working with limited control action set (FCS-MPC) with precise model defined in rotating d, q reference frame The resulting algorithm provides high quality torque control performance while taking into account Joule losses in the motor.
Ondrej Suchý 0002, Stepán Janous, Jakub Talla, Zdenek Peroutka
IECON3
2018 Predictive Control of Parallel Induction Motors Fed by Single Inverter with Common Current Sensors
abstract
Dual-motor single inverter drives reduce installation space, weight and overall costs. On the other hand, complexity of the control increases significantly, since the condition on each electric motor can vary in a wide range. Today, majority of control algorithms are based on field oriented control. The consequences of parallel connection of induction motors are addressed by prioritizing model of the motors with higher relevance to the control. The control problem becomes even more complicated when the drive is equipped with common sensors measuring phase currents at the inverter output only. Performance of the field oriented control strongly depends on the model with full state, which is not available trough measurement, due to the lack of current sensor for particular motors. We propose to simplify the model of dual motor drive and use it with finite control set model predictive control (FCS-MPC). The steady state solution of the control problem is used to improve the control performance. This is achieved as an additional term in the cost function. The algorithm is designed with respect to maximum simplicity and its properties are tested in simulations as well as in a real experiment on the laboratory prototype of a dual induction motor drive of rated power 2×4.5 kW.
Stepán Janous, Jakub Talla, Zdenek Peroutka, Václav Smídl
IECON2
2018 Identification of Mathematical Model of Arc Suppression Coil
abstract
Recently, arc suppression coils are often completed by active systems connected to the secondary winding such as ground fault neutralizers, active earthing and fault localization systems, or systems for current injection. These systems often operate with quantities related to the primary winding. However, direct measurement on the high-voltage side is often not possible. This paper deals with a frequency-independent mathematical modeling of arc suppression coils (Petersen coils) which would enable to simply recalculate quantities from the secondary to the primary side of the coil. Unlike traditional transformers, mathematical modeling is more complicated due to significant difference between high-voltage primary and low-voltage secondary side, high leakage flux, variable coil inductance and variable magnetic circuit topology caused by tunable air gap.
Tomas Komrska, Jakub Talla, Tomás Kosan, Zdenek Peroutka
IECON2
2017 Ultra-fast charging station for public transport vehicles
abstract
High power ultra-fast charging station for public transport systems becomes integral part of an urban power grid. In some cases the station has to be supplied by existing power grid 3×400VAC. This paper describes charging station based on a cost-effective topology with an output power over 300kW intended for charging electrical busses. Main part is focused on control algorithm proposal. Performance is verified by a simulation of steady-state and transient conditions.
Vojtech Blahnik, Jan Stepánek, Martin Jara, Jakub Talla
IECON4
2017 Model predictive control of multiple induction machines fed from single inverter
abstract
Finite control set model predictive control (FCS-MPC) has become very popular form of predictive control among the technical society. Thank to its flexibility and well understood and simple structure, it is well suited for control of ac drives. It represents very interesting alternative for conventional control schemes based on cascade structures with PI controllers. The substantial advantage of MPC based approaches, is the ability of control so called MIMO (Multiple Input Multiple Output) systems in a simple way. This paper deals with the design of FCS-MPC for control of multiple induction machine fed from single inverter. Such drive configuration can offer significant cost and installation space reduction. However the complexity of a control design significantly increases. In multi - motor drives, the condition on each electric machine can vary. Typically, this is a case of traction drives, where the load on each electric machine can vary due to the inhomogeneous friction conditions on the railway track. We propose to use FCS-MPC algorithm as a simple alternative to conventional cascade control approaches. In order to verify the performance of proposed algorithm, we have tested the control technique in simulations and experiments on laboratory prototype of rated power 4.5 kW.
Stepán Janous, Jakub Talla, Zdenek Peroutka, Václav Smídl
IECON2
2017 Sliding DFT based grid to ground admittance estimation with guaranteed numerical stability
abstract
This paper describes the sliding discrete Fourier transform algorithm (SDFT) for parallel admittance estimation. The SDFT is a popular algorithm for continual single-point or several-point spectral analyzes of discrete time signals. The main drawback of the SDFT is a numerical stability issue. The paper describes the algorithm of SDFT with guaranteed numerical stability by parallel spectra computation. Furthermore, the paper presents the application of SDFT for continual parameter identification of grid to ground admittance of ac power distribution network. The grid admittance is analyzed by voltage response on injected current into auxiliary winding of the Petersen coil. The spectral analyses of injected current and voltage response are used for Petersen coil tuning. The current is injected by H-bridge voltage source inverter.
Jakub Talla, Vojtech Blahnik
IECON1
2015 Fuzzy energy management strategy for tram with supercapacitors
abstract
Energy storage systems (ESS) have large impact on efficiency and reliability of modern electric traction systems. This paper investigates the fuzzy energy management strategy for ESS based on supercapacitors (SC) for human driven trams. Operating the SC on board of a tram brings the following benefits: reduction of peak power demands, decrease of power consumption, improvement of performance and efficiency. Whereas the commonly used ESS Energy management strategies (EMSs) have been dealing without knowledge of vehicle position, the main interest of the presented research is put on the algorithm using the Global Positioning System (GPS). The tram position, located by a GPS module, is used to predict future energy demands and power flows. This information is used in the preparation of the supercapacitor energy level and its power flow control. The optimal ESS power flow with the respect to the tram position is a very complex problem. For this reason, soft computing techniques are used in this paper. The main part of the proposed ESS EMS is the Takagi-Sugeno Fuzzy controller (T-S Fuzzy). The T-S Fuzzy reduces problem dimensionality using the expert knowledge represented by the rules. The output membership functions were finaly optimized by the Differential Evolution (DE).
Jakub Talla, Lubos Streit, Zdenek Peroutka, Pavel Drábek, Vojtech Blahnik
IECON1
2014 Control of cascaded H-bridge active rectifier providing active voltage balancing
abstract
This paper deals with topology of indirect frequency converter for new mining machine drive fed directly by 6kV ac power grid. The proposed topology is composed of input cascaded H-bridge active rectifier and output cascaded H-bridge inverter. The main attention is paid to control of input cascade H-bridge active rectifier especially to voltage balancing of the individual power cells (H bridge). The proposed control uses conventional PWM with shifted carriers and voltage balancing is solved separately by control algorithm. The paper describes results of the simulation tests for designed low-voltage laboratory prototype of rated power of 10 kW.
Vojtech Blahnik, Zdenek Peroutka, Jakub Talla
IECON3
2014 Adaptive multiplicative general parameter FIR filters comparision
abstract
This paper describes novel adaptive multiplicative general parameter finite impulse response filter with real coefficients (MGP-FIR). The MGP-FIR is adaptive, predictive digital FIR filter for fundamental harmonic estimation of distorted signal with small frequency fluctuations without phase shift (time delay). This property is necessary for high quality control of power converters connected to the AC power line (active source rectifiers, voltage inverters, active power filters etc.) The goal of this paper is to present design and simulation results of different MGP-FIR filters and their behavior represented by frequency responses.
Jakub Talla, Vojtech Blahnik, Zdenek Peroutka
IECON1
2013 Low ripple current source based on resonant controllers
abstract
This paper describes a control algorithm of a single-phase voltage-source converter with an LCL output filter behaving like a high-quality controlled current source. Designed control algorithm combines model based (feed-forward) control with a feedback direct current control based on resonant controllers. This control method provides precise (low THDi) sinusoidal waveform of required output current. The theoretical conclusions presented in this paper are verified by experiments made on developed laboratory prototype of current source.
Vojtech Blahnik, Zdenek Peroutka, Jakub Talla, Ivan Matuljak
IECON3
2012 Current reference generator for single-phase shunt active power filters based on MGP-FIR
abstract
This paper describes three implementation alternatives of a multiplicative general parameter finite impulse response filter (MGP-FIR) used as a precise current reference generator for shunt-type active power filters. Compared to the traditional techniques that use fixed digital or analogue filters, the MGP-FIR is an adaptive and predictive algorithm for tracking typical frequency variations and thus avoiding the harmful phase shift of the fundamental sinusoid. This characteristic is essential for maximizing the harmonics reduction ability of the active power filter. The fixed subfilters of the MGP-FIR are pre-optimized by the use of a genetic algorithm. The harmonics reduction ability was verified by extensive simulations. Moreover, a laboratory prototype was developed and experimentally tested under typical non-linear loads. Compared to the previously presented articles on MGP-FIR-based current reference generators, this is the first time when real-valued or fixed-point coefficients are used with the MGP-FIR. In addition, we also improved the originally proposed amplitude detector. The results are compared with those presented earlier.
Jakub Talla, Zdenek Peroutka, Seppo J. Ovaska, Vojtech Blahnik
IECON1