165 results
Search Results
2. Comparative analysis of a novel topology for single-phase Z-source inverter with reduced number of switches.
- Author
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SHARMA, Himanshu, KHANNA, Rintu, and JAIN, Neelu
- Subjects
ELECTRIC inverters ,ELECTRIC switchgear ,COMPARATIVE studies ,COMPUTER simulation ,ELECTRIC potential - Abstract
Z-source inverter has recently been introduced to overcome the limitations of conventional voltage source inverter. This paper deals with a novel topology of single-phase Z-source inverter (ZSI). This topology reduced the number of passive elements and active switches in order to make the inverter cheaper and smaller in size compared to traditional ZSI. Detailed analysis of the proposed topology is presented in this paper which includes calculations of boost factor, total harmonic disorder, magnitude of output voltage etc. Modulation technique used to control the switching of the proposed inverter is explained in detail. This paper also compares the proposed topology with conventional topologies of Z-source inverter. Simulation results of MATLAB and real-time simulators are shown to explain the working of the proposed topology. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
3. Analyzing bifurcation, stability, and chaos control for a discrete-time prey-predator model with Allee effect.
- Author
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KANGALGİL, Figen, TOPSAKAL, Nilüfer, and ÖZTÜRK, Nihal
- Subjects
ALLEE effect ,PREDATION ,BIFURCATION theory ,COMPUTER simulation ,PSYCHOLOGICAL feedback - Abstract
In this paper, the qualitative behavior of a discrete-time prey-predator model with Allee effect in prey population is discussed. Firstly, the existence of the fixed points and their topological classification are analyzed algebraically. Then, the conditions of existence for both period-doubling and Neimark-Sacker bifurcations arising from coexistence fixed point with the help of the center manifold theorem and bifurcation theory are investigated. OGY feedback control method is implemented to control chaos in the proposed model due to the emergence of bifurcations. Finally, numerical simulations are performed to support the theoretical findings. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
4. Neural network controller for nanopositioning of a smooth impact drive mechanism.
- Author
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Xiaohui LU, Dong CHEN, Tinghai CHENG, and Zhe LI
- Subjects
ELECTRIC controllers ,ARTIFICIAL neural networks ,NANOPOSITIONING systems ,COMPUTER simulation ,PID controllers - Abstract
In this paper, neural network theory is used to improve the positioning accuracy of smooth impact drive mechanisms (SIDMs), by designing a displacement controller that consists of a neural network identification (NNI) and a neural network controller (NNC). The dynamics of the SIDM are described by the NNI, which consists of an input layer, hidden layer, and output layer. The parameters of the NNI are adjusted using back propagation. The NNC is designed as a proportional-derivative (PD) controller, which is used to accurately control the displacement of the SIDM. The PD parameters are adjusted with an adaptive adjustment algorithm. A prototype of the SIDM was fabricated and an experimental control system was built that consists of a laser displacement sensor, power amplifier, data acquisition board, and SIDM prototype. The experimental results show that nanoscale positioning accuracy can be obtained. The control system can maintain steady operation, even if the output load mass is changed. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
5. A developed flywheel energy storage with built-in rotating supercapacitors.
- Author
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TOODEJI, Hamidreza
- Subjects
FLYWHEELS ,ENERGY storage ,SUPERCAPACITORS ,COMPUTER simulation - Abstract
Flywheel energy storage can store large amounts of kinetic energy in its rotating parts, but its inertia restricts the rate of power exchange. On the other hand, there is supercapacitor with the ability of exchanging large amounts of instantaneous power. Therefore, the combination of these two systems can significantly improve the dynamic response of conventional flywheel energy storage. This paper proposes a novel design for this combined system in which supercapacitors are located inside the rotating disk. Therefore, supercapacitors can significantly improve the dynamic performance of the flywheel energy storage with trivial effects on its size and weight. Moreover, the ability of rotating supercapacitors to store electrical as well as kinetic energy increases the energy storage capacity of the proposed flywheel energy storage. This developed system with its improved performance can be widely employed instead of the conventional flywheel energy storage in various applications. In this paper, the proposed structures with built-in rotating supercapacitors are mechanically analyzed by CATIA and ABAQUS. In addition, the developed flywheel energy storage, which is equipped with a permanent magnet synchronous machine and its modified indirect vector controller, is simulated in MATLAB/Simulink under various conditions. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
6. A novel and unified approach for averaged channel capacity and averaged effective capacity analyses of diversity combining and multihop transmission schemes in flat fading environments.
- Author
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YILMAZ, Ferkan and ALOUINI, Mohamed-Slim
- Subjects
CHANNEL capacity (Telecommunications) ,SIGNAL-to-noise ratio ,ELECTRIC lines ,COMPUTER simulation ,NUMERICAL analysis - Abstract
In this paper, we introduce an L
p -norm aggregation to present a signal-to-noise ratio expression unified not only for such diversity combining schemes as equal-gain combining, maximal-ratio combining, and selection combining, but also for such transmission techniques as multihop transmission. Accordingly, we propose two moment-generating function-based approaches that both respectively unify the exact analyses of the averaged channel capacity and averaged effective capacity over generalized fading channels with respect to the diversity combining and multihop transmission schemes. Finally, the mathematical formalism is illustrated by numerical special cases and verified by simulations. [ABSTRACT FROM AUTHOR]- Published
- 2019
- Full Text
- View/download PDF
7. On the outage performance of SWIPT-NOMA-CRS with imperfect SIC and CSI.
- Author
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KARA, Ferdi
- Subjects
WIRELESS power transmission ,TIMESHARE (Real estate) ,ENERGY harvesting ,COMPUTER simulation ,SYSTEM failures - Abstract
In this paper, a nonorthogonal multiple access based cooperative relaying system (NOMA-CRS) is considered to increase spectral efficiency. Besides, the simultaneous wireless information and power transfer (SWIPT) is proposed for the relay in NOMA-CRS. In SWIPT-NOMA-CRS, three different energy harvesting (EH) protocols, power sharing (PS), time sharing (TS) and ideal protocols are implemented. The outage performances of the SWIPT-NOMA-CRS are studied for all three EH protocols. In the analysis, to represent practical/reasonable scenarios, imperfect successive interference canceler (SIC) and imperfect channel state information (CSI) are taken into consideration. The derived outage probability (OP) expressions are validated via computer simulations. Besides, the OP for the benchmark scheme, NOMA-CRS without EH, is also derived under imperfect SIC and CSI. Based on extensive simulations, it is revealed that the SWIPT-NOMA-CRS outperforms NOMA-CRS without EH. Finally, the effects of all parameters on the outage performance of the SWIPT-NOMA-CRS are discussed and for the given scenarios, the optimum PS factor, TS factor and power allocation coefficients are demonstrated. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
8. Exact and nonstandard finite difference schemes for the Burgers equation B(2, 2).
- Author
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KÖROĞLU, Canan and AYDIN, Ayhan
- Subjects
FINITE differences ,BURGERS' equation ,COMPUTER simulation - Abstract
In this paper, we consider the Burgers equation B(2, 2) . Exact and nonstandard finite difference schemes (NSFD) for the Burgers equation B(2, 2) are designed. First, two exact finite difference schemes for the Burgers equation B(2, 2) are proposed using traveling wave solution. Then, two NSFD schemes are represented for this equation. These two NSFD schemes are compared with a standard finite difference (SFD) scheme. Numerical results show that the NSFD schemes are accurate and efficient in the numerical simulation of the kink-wave solution of the B(2, 2) equation. We see that although the SFD scheme yields numerical instability for large step sizes, NSFD schemes provide reliable results for long time integration. Local truncation errors show that the NSFD schemes are consistent with the B(2, 2) equation. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
9. Quasi-physical modeling of robot IRB 120 using Simscape Multibody for dynamic and control simulation.
- Author
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Le Ngoc TRUC and Nguyen Tung LAM
- Subjects
DYNAMIC simulation ,ROBOTS ,COMPUTER simulation ,MATHEMATICAL models ,ROBOT control systems - Abstract
The mathematical model of robot that is used to design control algorithms is mostly reused in numerical simulations as a virtual plant. The use of same model for both control design and simulation tasks makes the outcome idealized. Consequently, the effectiveness and feasibility of designed control methodologies when applied in practice seem to be questionable. The paper presents the quasi-physical modeling of a 6-DOF robot using MATLAB/Simscape Multibody for dynamic and control simulation. The bodies of the robot are assembled into a physical network with connections that represent physical domains. The dynamical manners of the quasi-physical model are close to that of real robot manipulators. This model can be exploited to verify the accuracy of mathematical models. After designing process, the control laws are validated with this model instead of an ideal mathematical model or an actual expensive prototype. The efficiency of the proposed modeling approach is demonstrated through the dynamic and control simulation of robot IRB 120. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
10. Global stabilization of a class of fractional-order delayed bidirectional associative memory neural networks.
- Author
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Zhanying YANG, Xiaoyun TANG, and Jie ZHANG
- Subjects
STABILITY theory ,LYAPUNOV stability ,MEMORY ,COMPUTER simulation - Abstract
This paper focuses on the stabilization problem of a class of fractional-order bidirectional associative memory neural networks with time delays. Based on feedback control, a sufficient condition is derived to achieve the global stabilization of systems by using the fractional inequality, the Lyapunov stability theory, and the comparison principle. In particular, this kind of control scheme is proved to be robust in the presence of external disturbances when the feedback gains are sufficiently large. In addition, a condition is obtained to achieve the global quasi-stabilization of systems with some external disturbances, and the corresponding error bound is estimated. Finally, some numerical simulations are presented to verify the effectiveness of theoretical results. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
11. A new failure protection algorithm for circuit breakers using the power loss of switching arc incidents.
- Author
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FEIZIFAR, Behnam and USTA, Ömer
- Subjects
OCEAN waves ,FLASHOVER ,COMPUTER simulation ,ALGORITHMS - Abstract
The principal function of circuit breakers (CBs) is to isolate a portion of the power network from the rest of it in a timely manner following an opening command. Any failure in the opening operation of CBs, especially following a fault condition, will almost certainly result in a catastrophic event. Therefore, the issue of failure detection of CBs is essential and has a vital role in power system protection. This paper presents a novel power-based algorithm for failure detection of CBs. The power loss of CBs due to an arcing event increases as the arcing time gets longer. The arcing time of CBs increases with defective operations originating from any failure or malfunction for different reasons. The proposed method uses the power difference between the input and output terminals of CBs to calculate the power loss due to an arcing event, which can then be used to estimate the arcing energy. A trip signal is initiated whenever the estimated arcing energy for a single opening operation reaches a predefined trip level, which shows a failure in CB operation. This predefined trip value is related to the integration of the maximum power capacity of the CB during an opening operation time. Computer simulation studies conducted to analyze the performance of the proposed technique demonstrate that the algorithm is capable of discriminating between normal and abnormal arcing energies and thus identifying malfunctions or failures in the opening operations of CBs. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
12. Fast nonsingular terminal decoupled sliding-mode control utilizing time-varying sliding surfaces.
- Author
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YORGANCIOĞLU, Ferhun and REDIF, Soydan
- Subjects
SLIDING mode control ,STEADY-state responses ,NONLINEAR systems ,COMPUTER simulation ,PENDULUMS - Abstract
In this paper, a fast form of nonsingular, terminal, decoupled, sliding-mode control, which utilizes timevarying sliding surfaces, is proposed for a class of fourth-order, single-input, multioutput, nonlinear systems. The novel control law features a fast term, in the manner of fast terminal sliding-mode control, which markedly improves the finite-time sliding-mode convergence speed near zero. Numerical simulation results, which are illustrated with a cartpole inverted pendulum system and a ball-beam system, demonstrate that the proposed control law achieves, in general, favorable transient response and lower steady-state errors compared to state-of-the-art decoupled terminal sliding-mode control methods. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
13. On the stability of inverse dynamics control of flexible-joint parallel manipulators in the presence of modeling error and disturbances.
- Author
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İDER, Sıtkı Kemal, KORKMAZ, Ozan, and DENİZLİ, Mustafa Semih
- Subjects
PARALLEL robots ,ROBOTIC trajectory control ,ERROR analysis in mathematics ,COMPUTER simulation ,STABILITY theory - Abstract
Inverse dynamics control is considered for flexible-joint parallel manipulators in order to obtain a good trajectory tracking performance in the case of modeling error and disturbances. It is known that, in the absence of modeling error and disturbance, inverse dynamics control leads to linear fourth-order error dynamics, which is asymptotically stable if the feedback gains are chosen to make the real part of the eigenvalues of the system negative. However, when there are modeling errors and disturbances, a linear time-varying error dynamics is obtained whose stability is not assured only by keeping the real parts of the frozen-time eigenvalues of the system negative. In this paper, the stability of such systems is investigated and it is proved that the linear time-varying system can be rendered stable by selecting the feedback gains such that the variation of the system becomes sufficiently slow. To illustrate the performance of the control method, deployment motion of a 3-RPR planar parallel manipulator subject to impact is simulated. For the impact model, the impulse-momentum and the coefficient of restitution equations for the system are derived. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
14. Evaluation of power system robustness in order to prevent cascading outages.
- Author
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HAJBANI, Farnaaz, SEYEDI, Heresh, and ZARE, Kazem
- Subjects
ELECTRIC power systems ,CASCADE converters ,ELECTRICAL load ,ROBUST statistics ,COMPUTER simulation - Abstract
Power system robustness against overload condition is a challenging issue in the fields of power system planning and operation. In this paper, two indices are proposed to evaluate power system robustness. The proposed indices are used to identify critical lines whose failure is due to overload, leading the power system to cascading outages and blackout. The first proposed index is a linear index. The second index is based on graph theory metrics. To prevent cascading outages, system robustness is calculated for all N - 1 and N - 2 contingencies. The lines whose outages lead to the smallest robustness values are considered as critical lines. The proposed indices are validated by applying to the IEEE 118-bus test system. Simulation results demonstrate the capability of both indices in identifying critical lines. Therefore, the purposed indices could be used as a reliable metric to apply preventive actions against possible cascading outages and blackouts. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
15. Electron energy loss spectroscopy simulation by a frequency domain surface integral equation solver.
- Author
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UYSAL, İsmail Enes
- Subjects
ELECTRON energy loss spectroscopy ,COMPUTER simulation ,FREQUENCY-domain analysis ,INTEGRAL equations ,PROBLEM solving - Abstract
Plasmonic nanoparticles have been mostly studied using conventional light sources. Recently, electron energy loss spectroscopy (EELS) has started to be used to analyze plasmonic nanoparticles where incident electromagnetic fields are created by swift electrons. To accurately simulate EELS experiments, several numerical methods have been adapted. In this paper, a frequency domain surface integral equation (FDSIE) solver is modified to simulate EELS for plasmonic nanoparticles of gold and silver. Accuracy and versatility of the proposed FDSIE solver are shown by several numerical examples and compared to existing numerical, analytical, and experimental results. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
16. Sensorless second-order switching surface for a three-level boost converter.
- Author
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MESSIKH, Tarek, RAHIM, Nasrudin Abd, and MEKHILEF, Saad
- Subjects
ELECTRICAL load ,SWITCHING circuits ,SENSORLESS control systems ,CONVERTERS (Electronics) ,COMPUTER simulation - Abstract
This paper proposes a sensorless second-order switching surface to control a three-level boost converter (TLBC). A predictive current method is proposed to reduce the number of sensors in the normal second-order switching surface method. Based on a developed model of the TLBC, the current is estimated and a switching surface is formulated in the state-energy plane. Simulation and hardware tests are carried out to verify the viability and the effectiveness of the proposed control technique. Results obtained show a good performance of the converter in term of DC-bus balancing and fast dynamic response under sudden load change. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
17. Possibilities for reducing tractor engine friction losses at cold start using an ultrasonic irradiation technique.
- Author
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MARIASIU, Florin
- Subjects
DIESEL motors ,FRICTION ,AGRICULTURAL productivity ,TRACTORS ,AGRICULTURAL technology ,AGRICULTURAL implements ,QUANTITATIVE research ,COMPUTER simulation - Abstract
Challenges to the effectiveness of specific activities and production technologies in agriculture become more pressing each day as worldwide demand for agricultural products increases. The mechanization of agriculture brings positive quantitative and qualitative effects; however, the modernization of production tools (tractors and agricultural machinery) needs to be directly linked to increasing economic efficiency of use. Period of use and life expectancy of agricultural tractors can be increased by reducing the friction and wear that occurs among moving mechanical parts. A special case in point is the cold start process in compression ignition engines. In a cold start great forces develop, and a lack of lubricating oil film can lead to the damage of engine components. This paper proposes use of an ultrasound emitter device that manages minimum energy consumption in order to modify the rheological properties of engine oil lubrication and reduce friction losses. The results of laboratory experiments were processed in a computer simulation of the diesel engine tractor cold start process. Losses due to internal friction among engine components were comparatively analyzed, and a lower percentage of friction loss was obtained through ultrasonic conditioning of lubricating oil. The proposed method offers benefits in terms of rational use and can prolong engine life with positive effects on the economic efficiency of agricultural processes. [ABSTRACT FROM AUTHOR]
- Published
- 2013
- Full Text
- View/download PDF
18. Grid-connected quasi-z-source inverter with battery.
- Author
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SHINDE, Umesh, KOTTAGATTU, Sagar, KADWANE, Sumant, and GAWANDE, Snehal
- Subjects
SWITCHING circuits ,COMPUTER simulation ,ELECTRIC power distribution grids ,DIRECT currents ,ELECTRICAL harmonics - Abstract
Grid-connected inverters are now increasingly used in distributed microgrid and smart-grid applications. The advantages of a quasi-Z-source inverter (QZSI), like single-stage operation, lower component rating, continuous input current, and common DC rail, led to an investigation of this converter for grid-connected applications. This paper presents a grid-connected QZSI with both AC and DC side controls. A new battery-charging configuration is also suggested across the capacitor through which the DC side control loop is regulated. Fast dynamic response and reduced harmonics are demonstrated through simulation and experimental results. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
19. A comparative study on different types of metamaterials for enhancement of microstrip patch antenna directivity at the Ku-band (12 GHz).
- Author
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TÜTÜNCÜ, Bilal, TORPİ, Hamid, and URUL, Bülont
- Subjects
- *
MICROSTRIP transmission lines , *ELECTROMAGNETISM , *WIRELESS communications , *COMPUTER simulation , *ELECTROMECHANICAL analogies - Abstract
This paper proposes improving the directivity of microstrip patch antennas (MPAs) by using metamaterials. Four different metamaterial types are used as a at lens in front of the MPA, respectively, which are tuned to 12 GHz (Ku-band) resonance frequency. Thus, it can be decided which metamaterial is more proper for antenna directivity enhancement at this band. One additional new metamaterial structure is proposed in this paper, which is called a Euro-shaped resonator, and other metamaterials used are the triangular split ring resonator, symmetrical ring structure, and split ring resonator. The permeability and permittivity of metamaterials are extracted from the S parameters by using a robust method. Microwave Studio by Computer Simulation Technology is used for modeling and simulation. The MPA and metamaterials are fabricated, and measurements are performed in the Yíldíz Technical University RF and Microwave Laboratory. It is observed that measured results are in close agreement with the computer simulations. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
20. A novel hybrid approach based on a chaotic cloud gravitational search algorithm to complicated image template matching.
- Author
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Weijia CUI and Yuzhu HE
- Subjects
- *
SEARCH algorithms , *TEMPLATE matching (Digital image processing) , *DATA mining , *CLOUD computing , *COMPUTER simulation - Abstract
Template matching is the process of accurately extracting the interesting regions in a source image according to reference templates. In this paper, the gravitational search algorithm (GSA) is employed as a novel search strategy for template matching. However, the basic GSA is easily trapped in a local optimum and has a poor exploitation ability. In this paper, to enhance the optimization performance of GSA, a novel cross-search strategy based on chaotic global search (CGS) and cloud local search (CLS) is incorporated into GSA. The new variant is named chaotic cloud GSA (CCGSA). CGS makes full use of the ergodicity of chaos theory to improve global search ability and to avoid premature convergence. Inspired by the randomness and stable tendency of the normal cloud model, CLS was formed to realize a refined exploitation in the neighborhood of the current best solution; therefore, it can enhance optimization efficiency. Comparative experiments on six composite benchmark functions indicate that CCGSA convergence performance is superior to that of two advanced variants of GSA. Moreover, when applied to template matching, CCGSA performs better than the other selected intelligent optimization algorithms. [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
- View/download PDF
21. Composite power system adequacy assessment based on postoptimal analysis.
- Author
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SAFDARIAN, Amir, FOTUHI FIRUZABAD, Mahmud, and AMINIFAR, Farrokh
- Subjects
ELECTRIC power systems ,MATHEMATICAL analysis ,COMPUTER simulation ,LINEAR programming ,PROBLEM solving - Abstract
The modeling and evaluation of enormous numbers of contingencies are the most challenging impediments associated with composite power system adequacy assessment, particularly for large-scale power systems. Optimal power flow (OPF) solution, as a widely common approach, is normally employed to model and analyze each individual contingency as an independent problem. However, mathematical representations associated with diverse states are slightly different in one or a few generating units, line outages, or trivial load variations. This inherent attribute brings a promising idea to speed up the contingency evaluation procedure. In this paper, postoptimal analysis (POA), as a well-recognized technique to attack a set of similar problems with minimal effort, is adopted to solve the contingency OPFs. Instead of solving all similar problems independently, POA exploits the similarity among them and accelerates the solving procedure. The proposed method here derives a base case model and obtains its respective solution. Thereafter, the solution associated with a contingency is determined by imposing differences due to unit or line outages or load variation with respect to the base case solution. The proposed approach is applicable in both sorts of analytical and simulation-based evaluation methods. The Roy Billinton test system, the IEEE reliability test system, and the IEEE 118-bus test system are used to demonstrate the performance and efficiency of the proposed approach. A significant reduction in the computational efforts is experienced. [ABSTRACT FROM AUTHOR]
- Published
- 2013
- Full Text
- View/download PDF
22. Context gathering and management for centralized context-aware handover in heterogeneous mobile networks.
- Author
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GHAHFAROKHI, Behrouz Shahgholi and MOVAHEDINIA, Naser
- Subjects
HETEROGENEOUS computing ,MOBILE communication systems ,DECISION making ,WIRELESS communications ,COMPUTER simulation ,COMPUTER performance ,QUALITY assurance - Abstract
Context-aware handover decision has recently been considered as a candidate for next-generation heterogeneous wireless networks. The context-aware handover methods proposed in the literature differ in some aspects, including the location of the handover decision (distributed or centralized). Depending on the location of the decision point, the appropriate part of the context knowledge should be transferred in those methods. This paper proposes a context gathering mechanism for a policy-based context-aware handover method, which implements mobile-initiated and network-assisted handover. The proposed network context gathering mechanism is based on a media-independent handover (MIH) framework and the paper justifies the usability of the extension using some analysis on signaling overhead and latency. Another part of the context is the preferences of the users, applications, and network operators, where this paper has proposed an automatic policy construction procedure to gather and employ them in generating policies. This procedure eliminates the complexity of making policies in previous policy-based context-aware methods and allows employing up-to-date network context information to dynamically modify the policies. Simulation results show better performance in terms of perceived quality for sensitive traffic. [ABSTRACT FROM AUTHOR]
- Published
- 2012
- Full Text
- View/download PDF
23. Optimization of pilot tones using differential evolution algorithm in MIMO-OFDM systems.
- Author
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Seyman, Muhammet Nuri and Taşpinar, Necmi
- Subjects
MATHEMATICAL optimization ,DIFFERENTIAL evolution ,COMPUTER algorithms ,MIMO systems ,ORTHOGONAL frequency division multiplexing ,LEAST squares software ,COMPUTER simulation - Abstract
In this paper, we propose a differential evolution (DE) algorithm for optimizing the placement and power of the pilot tones that are utilized by a least square (LS) algorithm for channel estimation in multiple-input and multiple-output orthogonal frequency-division multiplexing (MIMO-OFDM) systems. Computer simulations demonstrated that the performance of the LS algorithm was increased by optimizing the pilot tones with the DE algorithm instead of locating them orthogonally. We used the upper bound of the mean square error (MSE) as a fitness function of the DE algorithm for optimization tasks. With the use of an upper bound, it is not necessary to compute the matrix inversion that is needed in computing the MSE. [ABSTRACT FROM AUTHOR]
- Published
- 2012
- Full Text
- View/download PDF
24. An Implicit Surface Modeling Technique Based on a Modular Neural Network Architecture.
- Author
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Carcenac, Manuel
- Subjects
ARTIFICIAL intelligence ,ARTIFICIAL neural networks ,COMPUTER architecture ,COMPUTER simulation ,MODULAR design - Abstract
Independently from artificial intelligence applications, an artificial neural network can be viewed as a powerful tool for function reconstruction. Previous papers used this property to model an implicit surface out of some control points by reconstructing its underlying scalar field. Such an approach requests the neural network to memorize the control points, which has turned problematic for complex surfaces. In our paper, we show that this problem can be efficiently tackled by adapting the architecture of the neural network to the features compounding the surface: by learning first these features independently and then blending them gradually together, our modular architecture readily comprehends the whole surface. As an example, we model the surface of an animated human body. This approach could eventually help model 3-D textures and be used as well for more classic applications of neural networks. [ABSTRACT FROM AUTHOR]
- Published
- 2004
25. Marine effects on vertical electrical soundings along shorelines.
- Author
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ULUGERGERLİ, Emin Uğur
- Subjects
DIRECT currents ,SHORELINES ,INVERSION (Geophysics) ,COMPUTER simulation ,ELECTRICAL resistivity - Abstract
Onshore applications of direct current resistivity (DCR) along shorelines suffer a short-circuit-like phenomenon due to electrical current flowing through a more conductive body of water rather than ground. Our study of the numerical simulation of DCR data with a three-dimensional forward model demonstrated that the apparent resistivity was reduced as a function of the sea depth and the distance of measurement site to the shoreline. Furthermore, it was concluded that the "marine effects" on DCR data (i.e. reduction in apparent resistivity) become nonnegligible as the ratio of half-electrode expansion (AB/2) to the distance to the shoreline is larger than one. The reduction in apparent resistivity reaches its highest levels as the ratio approaches ten. Our survey conducted along the coastal line of Northwest Turkey clearly showed that if the "marine effects" are left untreated, one- or two-dimensional inversion yields incorrect resistivities for underlying units and therefore undermines the credibility of survey results. In the paper suggestions are made to handle such situations. [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
- View/download PDF
26. A new algorithm for avoiding maloperation of transformer restricted earth fault protection caused by the transformer magnetizing inrush current and current transformer saturation.
- Author
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KRSTIVOJEVIC, Jelisaveta and DJURIC, Milenko
- Subjects
- *
ELECTRIC transformers , *ELECTRIC fault location , *ALGORITHMS , *CURRENT transformers (Instrument transformer) , *COMPUTER simulation - Abstract
Owing to current transformer (CT) saturation caused by a decaying direct current component in the magnetizing inrush current, the restricted earth fault (REF) protection of a power transformer could maloperate during magnetizing inrush. This paper presents a new transformer restricted earth fault relay algorithm that can prevent false relay tripping and provide proper action during the energization of a faulty transformer. The integral of the product of the signals that are compared is calculated over 1 half-period of the signals. The performance of the proposed algorithm is tested and verified using a large number of transformer energization trials and fault cases. The signals required for testing of the algorithm were obtained by laboratory measurements, and then the algorithm was tested off-line. The inuence of different levels of CT saturation due to different remanent uxes in CT cores during power transformer energization was investigated. By applying computer simulations, the signals required for algorithm testing were generated. The investigation results presented in this paper show that the new algorithm provided sensitive protection for the power transformer for phase to ground faults and high security and stability during magnetizing inrush conditions in conjunction with CT saturation. [ABSTRACT FROM AUTHOR]
- Published
- 2016
- Full Text
- View/download PDF
27. Modeling and simulation of sensorless control of four-leg inverter PMSM drives in the case of a single-phase open circuit fault.
- Author
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SALEH, Kamel and SUMNER, Mark
- Subjects
- *
INSULATED gate bipolar transistors , *FAULT tolerance (Engineering) , *PERMANENT magnet motors , *SYNCHRONOUS electric motors , *OPEN-circuit voltage , *COMPUTER simulation , *SENSORLESS control systems , *ELECTRIC inverters - Abstract
This paper introduces a new method to track the saliency of a permanent magnet synchronous motor (PMSM) motor fed by a 4-leg inverter in the case of a single-phase open circuit fault through measuring the dynamic current response of the motor line currents due to the insulated-gate bipolar transistor (IGBT) switching actions. In the case of a single-phase open circuit fault, a fault-tolerant control strategy that includes taking appropriate actions to control the 2 remaining healthy currents results in minor system performance degradation. The new strategy introduced in this paper includes software modifications only to the saliency tracking algorithm used in healthy mode in order to make it applicable to the reconfigured converter in the presence of a fault. The new method uses only the fundamental pulse width modulation (PWM) waveform (i.e. there is no modification to the operation of the 4-leg inverter), similar to the fundamental PWM method proposed for a 3-leg inverter. Simulation results are provided to verify the effectiveness of the proposed strategy of saliency tracking of a PMSM motor driven by fault-tolerant 4-phase inverter over a wide range of speeds under the case of a single-phase open circuit fault. [ABSTRACT FROM AUTHOR]
- Published
- 2016
- Full Text
- View/download PDF
28. Modeling and simulation of deadbeat-based PI controller in a single-phase H-bridge inverter for stand-alone applications.
- Author
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Tow Leong TIANG and ISHAK, Dahaman
- Subjects
- *
PID controllers , *ELECTRIC inverters , *COMPUTER simulation , *APPLICATION software , *ELECTRIC batteries , *PULSE width modulation - Abstract
This paper presents a deadbeat-based proportional-integral (PI) controller for a stand-alone single-phase voltage source inverter using a battery cell as the primary energy source. The inverter system is simulated in MATLAB/ Simulink. It consists of a lead acid battery, third-order Butterworth low-pass DC filter and AC filter, H-bridge inverter, step-up transformer, and a variety of loads, as well as its sinusoidal pulse-width modulation (SPWM) deadbeat-based PI controller. In this paper, 2 simulation case studies are carried out, which are the abrupt load changes from a 400 W resistive load to a 500 W resistive load, and from a 400 W resistive load to an inductive load of 500 W 0.85 power factor lagging. From the simulation results for both cases, the state-of-charge of the battery decreases due to supplying power to the loads, yet the battery voltage remains constant at about 36 V and the battery current exhibits a smooth ripple despite the current spikes produced by the H-bridge inverter, which will prolong the lifespan of the battery. This shows that the DC filter performs satisfactorily to isolate the current spikes generated by the SPWM controller and H-bridge inverter. Moreover, even though the load varies for both cases, the sinusoidal inverter output voltage can be tracked and maintained at 230 Vrms with a 50 Hz frequency within a few cycles from the instant that the load is changed, as well as a low total harmonic distortion voltage (THDv) content of 1.53% and 2.78%, respectively. This indicates that the controller proves its robustness and stiffness characteristics in maintaining the output load voltage at the desired value to supply the power for a variety of loads with a minimum THDv. [ABSTRACT FROM AUTHOR]
- Published
- 2014
- Full Text
- View/download PDF
29. A flexible rule-based framework for pilot performance analysis in air combat simulation systems.
- Author
-
ARAR, Ömer Faruk and AYAN, Kürşat
- Subjects
- *
COMPUTER simulation , *PERFORMANCE evaluation , *COMBAT , *FIGHTER pilots , *PARAMETERS (Statistics) , *TRAINING - Abstract
Air combat simulation systems (ACSSs) are developed to train fighter pilots (trainees) in a virtual combat environment. In general, an ACSS consists of the following stages: planning the scenario, training, flight analysis, and performance evaluation. In this paper, the details of the framework, which is developed to analyze and evaluate the performance of the trainees, is introduced. First, the evaluation criteria for the pilot performance are defined. Next, a dynamic pilot performance evaluation system is developed that can be controlled and modified by experienced instructor pilots (instructors/trainers) to define the performance criteria details using predefined evaluation parameters. The evaluation of the trainees is conducted at the end of the flight and then a report related to the trainees' performance is generated. Eleven of the performance criteria are within the scope of this paper; however, the proposed system provides an extensible infrastructure to define new criteria and parameters. [ABSTRACT FROM AUTHOR]
- Published
- 2013
- Full Text
- View/download PDF
30. Minimal controller synthesis algorithms with output feedback and their generalization.
- Author
-
SEVİNÇ, Ata
- Subjects
GENERALIZATION ,COMPUTER algorithms ,ELECTRONIC feedback ,NONLINEAR theories ,DC motor protection ,COMPUTER simulation ,ARMATURES - Abstract
This paper proposes several improvements in the minimal controller synthesis algorithms, which were developed for a class of nonlinear systems with uncertainties. The major proposition is that only the output feedback is enough to control some nonlinear systems without an observer while the existing algorithms require the complete state feedback. Next, the extended version and the parameter identification technique of the minimal controller synthesis algorithm are combined in a single method estimating some more parameters for some known forms of nonlinearities. This is applicable with or without the improvement of removing the need for using the complete state feedback. It is proven that the scaling factors in the algorithms can be variable and different for each component. The algorithms are applicable to some noncanonical forms of systems. All the propositions and some of the existing algorithms are generalized in a single form with some options. A speed-sensorless DC motor control simulation is also included with quite exaggerated noisy conditions and the results verify that the proposed modifications make the minimal controller synthesis algorithms much more efficient model reference adaptive control algorithms for certain types of systems. The proposed method, which does not use the speed measurement, yields fewer ripples than the existing method, which uses the speed measurement. In addition, the proposed method accurately estimates the armature resistance and inductance while the existing method fails to do this. [ABSTRACT FROM AUTHOR]
- Published
- 2013
- Full Text
- View/download PDF
31. Using the CSM and VSM techniques to speed up the ICA algorithm without a loss of quality.
- Author
-
MAHDIKHANI, Mahdi and KAHAEI, Mohammad Hosein
- Subjects
- *
INDEPENDENT component analysis , *COMPUTER algorithms , *SEPARATION (Technology) , *COMPUTER simulation , *SIGNAL processing - Abstract
In blind source separation problems that are implemented based on the independent component analysis (ICA) algorithm, the separation speed and quality are related inversely. In this paper, the proposed algorithms eliminate this tradeoff by generating a faster separation while maintaining the quality. In the proposed algorithms, in each frequency bin and in all of the learning steps, the separation quality of the separating matrix is compared with another one that we define as a situated matrix, and the best matrix is considered as an initial separating matrix in the next learning step. In this paper, we propose 2 algorithms based on the constant situated matrix (CSM) and the variable situated matrix (VSM). Using the simulation results, on average, the proposed CSM and VSM algorithms are about 3 and 6 times faster than the ICA algorithm, respectively, while the quality of the separated signals remains almost unchanged or becomes slightly better. [ABSTRACT FROM AUTHOR]
- Published
- 2013
- Full Text
- View/download PDF
32. Optimal sizing and siting distributed generation resources using a multiobjective algorithm.
- Author
-
HOSSEINI, Seyed Amir, Karimi MADAHI, Seyed Siavash, RAZAVI, Farzad, KARAMI, Mohsen, and GHADIMI, Ali Asghar
- Subjects
- *
STRING theory , *DISTRIBUTED power generation , *ENERGY industries , *ELECTRIC industries , *ELECTRIC potential , *GENETIC algorithms , *COMPUTER simulation - Abstract
The restructuring of the electrical market, improvement in the technologies of energy production, and energy crisis have paved the way for increasing applications of distributed generation (DG) resources in recent years. Installing DG units in a distribution network may result in positive impacts, such as voltage profile improvement and loss reduction, and negative impacts, such as an increase in the short-circuit level. These impacts depend on the type, capacity, and place of these resources. Therefore, finding the optimal place and capacity of DG resources is of crucial importance. Accordingly, this paper is aimed at finding the optimal place and capacity of DG resources, in order to improve the technical parameters of the network, including the power losses, voltage profile, and short-circuit level. The proposed formulation of this paper significantly increases the convergence and the speed of the finding the answers. Furthermore, to select the optimal weighting coefficients, an algorithm is proposed. The weighting coefficients are decided on according to the requirements of each network and deciding on them optimally prevents the arbitrarily selection of these resources. The genetic algorithm is used to minimize the objective function and to find the best answers during the investigation. Finally, the proposed algorithm is tested on the Zanjan Province distribution network in Iran and the simulation results are presented and discussed. [ABSTRACT FROM AUTHOR]
- Published
- 2013
- Full Text
- View/download PDF
33. A new technique for rare-event simulation based on partition of the region.
- Author
-
BIDGOLY, Amir Jalaly and AZGOMI, Mohammad Abdollahi
- Subjects
COMPUTER simulation ,PARTITIONS (Mathematics) ,DISCRETE systems ,APPLICATION software ,STOCHASTIC analysis ,ERROR analysis in mathematics - Abstract
Rare events are an important limitation of discrete-event simulation in some areas of applications. The existing rare-event simulation (RES) techniques, such as importance sampling (IS), splitting, and RESTART, have been used for RES so far. However, these techniques not only have some limitations, but also are not general or easy to use. In this paper, the partition of the region (PoR) method is used as a variance reduction technique in a new RES technique for usage with a wide range of modeling and simulation languages. Three variants of the proposed technique will be introduced: simple PoR, recursive PoR, and advanced PoR. Simple and recursive PoR methods are powerful techniques that have some important features such as bounded relative error; however, they are restricted to some specific models. Advanced PoR is a more general technique that integrates the PoR method and the IS technique. To evaluate the efficiency of the proposed technique and its variants, the comparative simulation results of some illustrative examples using stochastic activity networks will be presented. [ABSTRACT FROM AUTHOR]
- Published
- 2013
- Full Text
- View/download PDF
34. A novel multirobot map fusion strategy for occupancy grid maps.
- Author
-
TOPAL, Sebahattin, ERKMEN, İsmet, and ERKMEN, Aydan Müşerref
- Subjects
SEARCH & rescue operations ,GRID computing ,FEATURE extraction ,COMPUTATIONAL complexity ,CATASTROPHE theory (Mathematics) ,COMPUTER simulation ,MULTISENSOR data fusion - Abstract
In this paper, we consider the problem of merging partial occupancy grid environment maps, which are extracted independently by individual robot units during search and rescue (SAR) operations in complex disaster environments. Moreover, these maps are combined using intensity-based and area-based features without knowing the initial position and orientation of the robots. Our proposed approach handles the limitation of existing studies in the literature; for example, the limited overlapped area between partial maps of robots is enough for good merging performance and unstructured and complex partial environment maps can be merged efficiently. These abilities allow multirobot teams to efficiently generate the occupancy grid map of catastrophe areas and localize buried victims in the debris as soon as possible. The simulation results support the potential of the proposed multirobot map fusion methodology for SAR operations in unstructured, complex, and completely unknown disaster environments. [ABSTRACT FROM AUTHOR]
- Published
- 2013
- Full Text
- View/download PDF
35. Dynamics and noise of fiber-grating semiconductor lasers affected by the line-width enhancement factor.
- Author
-
Abdulrhmann, Salah
- Subjects
SEMICONDUCTOR lasers ,NOISE ,FIBER gratings ,NUMERICAL analysis ,COMPUTER simulation ,BIFURCATION diagrams ,GALLIUM arsenide ,INDIUM phosphide - Abstract
This paper numerically investigates the effect of the line-width enhancement factor on the dynamics and the intensity noise of InGaAs/InP lasers pumping in the wavelength of 980 nm at the strong optical feedback limit. The investigation is performed based on an improved time-delay rate equation model of a single-mode laser. The analyses are performed in terms of the temporal trajectory of the laser intensity, bifurcation diagram, relative intensity noise and injection current. The simulation results indicate that the laser, under strong optical feedback, mainly operates in CW, pulsation or chaos operation depending on the line-width enhancement factor and injection current values. At larger values of the line-width enhancement factor and injection current the pulsing operation becomes more dominant over wider range of strong optical feedback. The corresponding relative intensity noise level is close to or slightly larger than the level of the solitary laser noise. The optical feedback noise is found to be as low as the quantum noise level when the laser is operated in pulsing region and at larger values of the line-width enhancement factor and injection current. [ABSTRACT FROM AUTHOR]
- Published
- 2012
- Full Text
- View/download PDF
36. Analysis of a differential equation model of HIV infection of CD4+ T-cells with saturated reverse function.
- Author
-
Xiangyun Shi, Gang Li, Xueyong Zhou, and Xinyu Song
- Subjects
T cells ,HIV infections ,NUMERICAL solutions to differential equations ,MATHEMATICAL models ,BIFURCATION theory ,COMBINATORIAL dynamics ,COMPUTER simulation ,PERIODIC functions - Abstract
In this paper, an ordinary differential equation model of HIV infection of CD4
+ T-cells with saturated reverse function is studied. We prove that if the basic reproduction number R0 < 1, the virus-free equilibrium is locally asymptotically stable. And there will exhibit backward bifurcation when R0 < 1. If R0 > 1, some feasibly sufficient conditions are obtained for the global asymptotic stability of a positive equilibrium of the model by using the theory of competitive systems, compound matrices and stability of periodic orbits. Furthermore, we also obtain the conditions for which the model exists an orbitally asymptotically stable periodic solution. Numerical simulations are presented to illustrate the results. [ABSTRACT FROM AUTHOR]- Published
- 2011
- Full Text
- View/download PDF
37. Ellipsoid based L2 controller design for LPV systems with Saturating actuators.
- Author
-
Küçükdemıral, İbrahim Beklan, Ucun, Levent, Eren, Yavuz, Görgün, Haluk, and Cansever, Galip
- Subjects
AUTOMATIC control systems ,ELLIPSOIDS ,ACTUATORS ,LINEAR matrix inequalities ,PARAMETER estimation ,COMPUTER simulation ,TIME-varying systems - Abstract
This paper addresses the L
2 gain control problem for disturbance attenuation in Linear Parameter Varying (LPV) Systems having saturating actuators when the system is subjected to L2 disturbances. In the presented method, saturating actuator is expressed analytically with a convex hull of some linear feedback which let us construct L2 control problem via Linear Matrix Inequalities (LMIs) which are obtained by some ellipsoids. It is shown that the stability and disturbance rejection capabilities of the control system are all measured by means of these nested ellipsoids where the inner ellipsoid covers the initial conditions for states whereas the outer ellipsoid designates the L2 gain of the system. It is shown that the performance of the controller is highly related by the topology of these ellipsoids. Finally, the efficiency of the proposed method is successfully demonstrated through simulation studies on a single-track vehicle dynamics having some linear time-varying parameters. [ABSTRACT FROM AUTHOR]- Published
- 2011
- Full Text
- View/download PDF
38. Stator resistance estimation using ANN in DTC IM drives.
- Author
-
AKTAŞ, Mustafa and OKUMUŞ, H. İbrahim
- Subjects
ARTIFICIAL neural networks ,DIGITAL signal processing ,INDUCTION machinery ,TORQUE ,COMPUTER simulation - Abstract
Torque control of induction motors (IM) requires accurate estimation of the flux in the motor. But the flux estimate, when estimated from the stator circuit variables, is highly dependent on the stator resistance of the IM. As a result, the flux estimate is prone to errors due to variation in the stator resistance, especially at low stator frequencies. In this paper, an Artificial Neural Network (ANN) is used to adjust the stator resistance of an IM. A back propagation training algorithm was used in training the neural network for the simulation. The proposed ANN resistance estimator has shown good performance in both the transient and steady states. The system is first simulated with computer software and tested by hardware in the loop. Then, it is implemented using a TMS320C6711, 32-bit fixed point Digital Signal Processor (DSP). Experimental and simulated results prove the usefulness and feasibility of the proposed strategy as compared with conventional methods. [ABSTRACT FROM AUTHOR]
- Published
- 2010
- Full Text
- View/download PDF
39. Statistical Model of Hot-Carrier Degradation and Lifetime Prediction for P-MOS Transistors.
- Author
-
Kaçar, Fırat, Kuntman, Ayten, and Kuntman, Hakan
- Subjects
HEATING effects of electric currents ,TRANSISTORS ,REGRESSION analysis ,MATHEMATICAL statistics ,COMPLEMENTARY metal oxide semiconductors ,COMPUTER simulation - Abstract
Along with advances in microelectronics, and computer and space technologies, device dimensions are becoming smaller; as a result, hot-carrier effect, lifetime prediction, and reliability become more important concepts for MOS transistors. In this paper, the degradation in the drain current and threshold voltage of P-MOS transistors are observed by operating the devices under voltage stress conditions. Using the observation results, the effect of hot-carriers was investigated statistically and a new statistical method for modeling was proposed as an alternative to those given in the literature. The linear regression method is used to estimate the power, Weibull, and logarithmic parameters, and the correlation coefficient is used to confirm the results. The observed and estimated values of the degradation are compared. SPICE simulation of a CMOS inverter was performed to demonstrate how the proposed method can be applied to a circuit example. [ABSTRACT FROM AUTHOR]
- Published
- 2006
40. State-Space Synthesis of Current-Mode First-Order Log-Domain Filters.
- Author
-
Kirçay, Ali and Çam, Ügur
- Subjects
FILTERS & filtration ,INTEGRATED circuits ,BANDWIDTHS ,BIPOLAR transistors ,COMPUTER simulation - Abstract
This paper proposes current-mode first-order log-domain filters, which are systematically derived using the state-space synthesis procedure. First-order low-pass, high-pass, and all-pass responses are obtained with different circuit types. The filter circuits have very simple structures, since they use only bipolar junction transistors (BJTs)and a grounded capacitor. They can be electronically tuned by changing an external current. The filters have a greater bandwidth due to inherently current-mode and log-domain operation. PSPICE simulations are given to confirm the theoretical analysis. [ABSTRACT FROM AUTHOR]
- Published
- 2006
41. Real-Time Classi cation Algorithm for Recognition of Machine Operating Modes by Use of Self-Organizing Maps.
- Author
-
Vachkov, Gancho, Kiyota, Yuhiko, Komatsu, Koji, and Fujii, Satoshi
- Subjects
SELF-organizing maps ,REAL-time computing ,COMPUTER algorithms ,SELF-organizing systems ,COMPUTER simulation - Abstract
In this paper a new algorithm for classification and real-time recognition of different a-priorily assumed operating modes for construction machines is proposed. This algorithm utilizes the effectiveness of the Self-Organizing Maps (SOM) for creating the so called Separation Models, that are able to distinguish each operating mode separately. After training, these models are used in a real-time procedure, which calculates at each sampling time the minimal Euclidean distances from the current data point to a certain node of each SOM. Then the separation model (represented by a respective SOM) that has the least minimal distance to this data point defines the class of the current operating mode. Simulation results and extensive analysis, based on experimental data from a hydraulic excavator have shown that the proposed algorithm outperforms the standard one-model approach. It is faster in the terms of computation time for training and leads to a higher percentage of true recognitions. [ABSTRACT FROM AUTHOR]
- Published
- 2004
42. Composite vector quantization for optimizing antenna locations.
- Author
-
UYKAN, Zekeriya and JÄNTTI, Riku
- Subjects
- *
DATA transmission systems , *MATHEMATICAL optimization , *WIRELESS communications , *COMPUTER simulation , *ELECTROMECHANICAL analogies - Abstract
In this paper, we study the location optimization problem of remote antenna units (RAUs) in generalized distributed antenna systems (GDASs). We propose a composite vector quantization (CVQ) algorithm that consists of unsupervised and supervised terms for RAU location optimization. We show that the CVQ can be used i) to minimize an upper bound to the cell-averaged SNR error for a desired/demanded location-specific SNR function, and ii) to maximize the cell-averaged effective SNR. The CVQ-DAS includes the standard VQ, and thus the well-known squared distance criterion (SDC) as a special case. Computer simulations confirm the findings and suggest that the proposed CVQ-DAS outperforms the SDC in terms of cell-averaged "effective SNR". [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
43. Neural network-based adaptive tracking control for a nonholonomic wheeled mobile robot with unknown wheel slips, model uncertainties, and unknown bounded disturbances.
- Author
-
NGUYEN, Tinh and Linh LE
- Subjects
- *
ARTIFICIAL neural networks , *AUTOMATIC control of mobile robots , *BACK propagation , *CLOSED loop systems , *COMPUTER simulation - Abstract
In this paper, an adaptive tracking controller based on a three-layer neural network (NN) with an online weight tuning algorithm is proposed for a nonholonomic wheeled mobile robot in the presence of unknown wheel slips, model uncertainties, and unknown bounded disturbances. The online weight tuning algorithm is modified from the backpropagation with an e-modification term required to assure that the NN weights are bounded. Preliminary neural network offline training is not essential for the weights. Thanks to this proposed controller, the desired tracking performance is achieved where position tracking errors converge to an arbitrarily small neighborhood of the origin regardless of their initial values. According to Lyapunov theory and LaSalle extension, the stability of the whole closed- loop system is ensured to obtain the desired tracking performance. Computer simulations are implemented to certify the validity of the proposed controller. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
44. ANN-based SHEPWM using a harmony search on a new multilevel inverter topology.
- Author
-
CHABNI, Fayçal, TALEB, Rachid, and HELAIMI, M'hamed
- Subjects
- *
ARTIFICIAL neural networks , *ELECTRICAL harmonics , *ELECTRIC inverters , *COMPUTER simulation - Abstract
This article presents the application of the harmony search (HS) optimization algorithm for selective harmonic elimination PWM (SHEPWM) in a new topology of multilevel inverters with reduced number of electronic switching elements. The main objective of the harmonic elimination strategy is eliminating undesired low-rank harmonics in order to improve the quality of the output waveform. The harmonic elimination strategy is achieved by solving a system of nonlinear equations. In this paper harmony search optimization is applied using artificial neural networks (ANNs) on a new 21-level inverter topology. The algorithm is based on a music improvisation process. MATLAB programming software is used to develop a harmony search optimization program for harmonic elimination. A small-scale laboratory of the proposed 21-level inverter is built to validate the simulation results and to prove the efficiency of the proposed control scheme. [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
- View/download PDF
45. Multiobjective distributed model predictive control method for facility environment control based on cooperative game theory.
- Author
-
Huanliang XU, Zhaoyu ZHAI, Ke WANG, Shougang REN, and Haoyun WANG
- Subjects
- *
PLANT layout , *INDUSTRIAL efficiency , *COOPERATIVE game theory , *EVALUATION , *COMPUTER simulation - Abstract
In order to achieve better control performance within the facility environment, this paper proposes a distributed model predictive control method, aiming at increasing the control precision of actuators, reducing energy consumption and equipment loss at the same time. Regarding optimizing this facility environment model, it could be treated as a multiobjective optimization problem. Referring to the cooperative game theory, each objective is regarded as a gamer. Each gamer considers both its own interests and other gamers' interests to achieve a balanced result when cooperation is achieved. The simulation experiments illustrate that the proposed control method is able to adjust the parameters of the facility environment to a preset interval properly. Moreover, in this specific simulation environment, the proposed method achieves better performances than the single objective control method and traditional linear weighted multiobjective control method in most of the evaluation criteria. [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
- View/download PDF
46. Application of reinforcement learning for active noise control.
- Author
-
HOSEINI SABZEVARI, Seyed Amir and MOAVENIAN, Majid
- Subjects
- *
MACHINE learning , *ACTIVE noise control , *COMPUTER simulation , *REINFORCEMENT learning , *SIMULATION methods & models , *ACTIVE noise & vibration control - Abstract
Active noise control (ANC) systems are used to reduce the sound noise level by generating antinoise signals. M-Estimators are widely employed in ANC systems for updating the adaptive FIR filter taps used as the system controller. Observing the state-of-the-art M-estimators design shows that there is a need for further improvements. In this paper, a feedback ANC based on the reinforcement learning (RL) method is proposed. The sensitivity of the constant parameter in the RL method is checked. The effectiveness of the proposed method is proven by comparing the results with previous feedforward studies through computer simulations. [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
- View/download PDF
47. Double bow-tie FSS for X-band and Ku-band operations with its parametric analyses.
- Author
-
ÇİĞDEM, Selma, TUNCA, Cihan, CAN, Sultan, and YILMAZ, Asım Egemen
- Subjects
- *
BANDWIDTHS , *HIGH frequency antennas , *FINITE element method , *COMPUTER simulation , *ELECTRICAL engineering - Abstract
This paper demonstrates double bow-tie frequency selective surface (FSS) geometry for X-band applications with a bandwidth value of 1.82 GHz and Ku-band applications with a bandwidth value of 3.44 GHz. Throughout this study, parametric analyses of the proposed structure are also performed. Alterations in the reection and transmission characteristics of this specially designed structure by virtue of defined variables are analyzed. Those variables are determined by considering the geometric and material properties of the proposed structure. To analyze the reection and transmission coefficients, two different simulators, namely the High Frequency Structure Simulator (ANSYS HFSS), which is based on the finite element method (FEM), and the Computer Simulation Technology Studio Suite (CST Studio Suite), which is based on the finite integration method (FIM), are used. The structure is validated via those two solvers. Good agreement is obtained by both solvers, and the results are compared in terms of frequency, return loss, insertion loss, and fractional bandwidth. [ABSTRACT FROM AUTHOR]
- Published
- 2016
- Full Text
- View/download PDF
48. Digital implementation of a constant frequency hysteresis controller for dual mode operation of an inverter acting as a PV-grid interface and STATCOM.
- Author
-
PRAKASH, Lenin, MEENAKSHI SUNDARAM, Arutchelvi, and DURAIRAJ, Kalyanraj
- Subjects
- *
ELECTRIC inverters , *IDEAL sources (Electric circuits) , *ELECTRIC power distribution grids , *HYSTERESIS , *COMPUTER simulation , *DISTRIBUTED power generation - Abstract
This paper presents a new constant frequency hysteresis current controller for the grid interface of a PVfed three-phase voltage source inverter (VSI) for a dual mode operation, feeding real power during the daytime and reactive power alone during nights, thereby acting as a STATCOM. The constant frequency is inherently achieved by means of digital implementation in a simplified manner without any complex manipulations to choose a variable band width; rather the hysteresis band varies as a natural consequence of selecting appropriate constant sampling frequency. Analytical proof is presented for the switching frequency to remain constant, without compromising on the performance indices. The design of the proposed controller for a grid-connected inverter operating in dual mode is presented, along with simulation results. The proposed controller is successfully implemented using a 1.1 kW PV array-fed inverter. The hardware results presented show the grid current harmonics complies with IEEE 1547 and has been achieved in a simpler means when compared to other existing techniques. The proposed controller is expected to be an attractive solution for grid-connected inverter applications including distributed generation, power quality, and drive applications. [ABSTRACT FROM AUTHOR]
- Published
- 2016
- Full Text
- View/download PDF
49. Optimization of PID parameters using BBBC for a multiarea AGC scheme in a deregulated power system.
- Author
-
KUMAR, Nagendra, KUMAR, Vishal, and TYAGI, Barjeev
- Subjects
- *
AUTOMATIC control systems , *ALGORITHMS , *COMPUTER simulation , *PID controllers , *PARAMETERS (Statistics) - Abstract
Automatic generation control (AGC) is an important service used for the secure and reliable operation of a power system. In this paper, a suitable AGC scheme for a deregulated environment has been studied for various load perturbation scenarios. A proportional integral derivative (PID) controller has been utilized to control the real power output of the generators. The optimal parameters of the PID controller have been determined using the big bang big crunch (BBBC) algorithm, (BBBC-PID). The performance of the BBBC-PID controller has been checked on three different sized multiarea power systems. The results obtained with the applied algorithm have also been compared with the results of other algorithms, namely imperialistic competition algorithm (ICA) and harmony search (HS). MATLAB/Simulink was used as a simulation tool for this study. The results show the superiority of the BBBC-PID over the others. [ABSTRACT FROM AUTHOR]
- Published
- 2016
- Full Text
- View/download PDF
50. Adaptive speed observer with disturbance torque compensation for sensorless induction motor drives using RT-Lab.
- Author
-
KRISHNA, Mohan and DAYA, Febin
- Subjects
- *
PERFORMANCE of induction motors , *SENSORLESS control systems , *TORQUE , *COMPUTER simulation , *ROBUST control , *MECHANICAL models - Abstract
This paper presents an improved version of the extended Luenberger observer with joint estimation of rotor speed and disturbance torque. The mechanical model of the induction motor is also utilized for the estimation of disturbance torque to add to the robustness of the observer. The estimated disturbance torque is treated as a model disturbance and physically incorporated into the observer state dynamic equation. The dynamic performance and efficacy of the modified observer is tested for variations in external load and inertia coefficient in the mechanical model. The above observer model is first built offline, using MATLAB/Simulink block sets, and simulated. Further, the offline simulated results are validated in real time by incorporating RT-Lab block sets into the Simulink model and implementing it in the 0P4500 real-time simulator developed by Opal-RT. The implementation of the above concept in a relatively new real-time environment adds more strength to the offline findings and provides an exact replica of how the actual physical system would behave. [ABSTRACT FROM AUTHOR]
- Published
- 2016
- Full Text
- View/download PDF
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