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Active Filters

description2,938 papers
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Active filters are electronic circuits that use active components, such as operational amplifiers, to filter signals by allowing certain frequencies to pass while attenuating others. They are characterized by their ability to provide gain, improve performance, and offer flexibility in design compared to passive filters.
lightbulbAbout this topic
Active filters are electronic circuits that use active components, such as operational amplifiers, to filter signals by allowing certain frequencies to pass while attenuating others. They are characterized by their ability to provide gain, improve performance, and offer flexibility in design compared to passive filters.

Key research themes

1. How do active learning algorithms improve sample efficiency and robustness in practical and realistic data scenarios?

This theme focuses on the development of active learning frameworks and algorithms that address challenges in real-world data, such as class imbalance, out-of-distribution (OOD) samples, data redundancy, and labeling cost. It is crucial for deploying active learning in practical applications where data is vast and noisy, and labeling resources are constrained.

Key finding: This comprehensive survey outlines the theoretical foundations and practical challenges of active learning (AL) in classification tasks. It categorizes query strategies by uncertainty and representation criteria, highlights... Read more
Key finding: Proposes SIMILAR, a unified active learning framework applying submodular information measures (SIM) that effectively handle realistic dataset issues like rare classes, OOD data, and redundancy. Empirical results show 5%-18%... Read more
Key finding: Introduces region-based active learning (ORIWAL) which partitions input space into disjoint regions, learning separate hypotheses per region, and optimally allocates queries to each region for sample-efficient learning.... Read more

2. What are the design principles and performance trade-offs of active filter topologies for power quality and harmonic mitigation in electrical systems?

This theme investigates the architectures, control strategies, and comparative advantages of various active filter designs used to improve power quality by mitigating harmonics, voltage sags, swells, and reactive power in electrical distribution systems. Understanding these designs is essential for developing efficient power conditioners in industrial and grid applications.

Key finding: Presents a systematic method for designing active inductorless filters via linear transformation of doubly terminated lossless ladder filters into new port-variable domains. The approach generalizes and unifies existing... Read more
Key finding: Proposes a Unified Series-Parallel Active Filter (USPAF) system applying generalized nonactive power theory to compensate for periodic and nonperiodic voltage and current disturbances simultaneously. Experimental and... Read more
Key finding: Offers an extensive review of active filter configurations, voltage/current source inverter topologies (VSI and CSI), and their applications in harmonic mitigation, voltage regulation, and reactive power support. Highlights... Read more
Key finding: Although focused on information filtering beyond power systems, this work introduces techniques to operationalize predictive models for information selection under complex, prospective criteria. The methodology of converting... Read more

3. How can adaptive filter algorithms and their combinations enhance tracking and convergence performance for time-varying systems efficiently?

This theme delves into the theory and application of adaptive filtering methods, including combinations of LMS and RLS filters, aimed at accurate and fast-converging estimation in non-stationary and time-varying environments. It focuses on achieving near-optimal tracking performance with minimal computational complexity, which is critical for real-time signal processing and control in dynamic systems.

Key finding: Explores adaptive filtering algorithms (LMS Newton, LMS Quasi-Newton, Conjugate Gradient) integrated with data-selection strategies that update filter coefficients only when informative data samples are observed. Demonstrates... Read more
Key finding: Analyzes convex combinations of LMS and RLS adaptive filters for tracking parameters modeled by first-order AR processes. Shows that such combinations, with linear computational complexity, can nearly achieve the optimal... Read more
Key finding: Introduces an active learning algorithm for large batch queries based on jackknife-like half-sample uncertainty estimation and low-rank approximations of prediction covariance. Demonstrates that leveraging an ensemble-based... Read more

All papers in Active Filters

This paper investigates the design,analysis and simulation of a Distribution-STATic COMpensator(D-STATCOM) for non-linear load Composite(harmonic and reactive power) compensation on a three phase bus network. Composite compensation is... more
This paper describes the current conveyors used as a basic building block in a variety of electronic circuit in instrumentation and communication systems. Today these systems are replacing the conventional Op-amp in so many applications... more
Two new voltage-mode multifunction filters using only one positive-type second generation current conveyor (CCII+) or current feedback op-amp (CFOA, commercially available chip AD844), two resistors and two capacitors are proposed. The... more
This letter presents a novel recursive active filter topology that provides dual-band performance, with independent tuning capability in both bands. The dual-band operation is achieved by using two independent feedback lines.... more
The expanding industrial employment of medium frequency electric energy demands the energy supply of medium frequency consumers to be ensured by developing medium frequency distribution networks instead of feeding these consumers... more
Abstract The pervasive use of medium voltage drives (MVDs) in heavy industrial environments has dramatically improved energy efficiency and process control; however, these devices also introduce significant harmonic distortions into power... more
This paper presents a modified predictive current control strategy which allows one to have control over the spectrum of the load current. The proposed method uses a model of the system to predict the behavior of the current for each... more
In this paper, equivalents circuits of the three phase induction motor high frequency are presented; the proposed model detailed separately the common Mode and differential mode characteristics AC electrical motor. The high-frequency... more
Power quality problems in power systems have been improved due to nonlinear loads. To compensate these problems Direct Power Compensator was proposed in this paper. A Direct Power Compensator (DPC) is proposed in this paper to eliminate... more
Power quality problems in power systems have been improved due to nonlinear loads. To compensate these problems Direct Power Compensator was proposed in this paper. A Direct Power Compensator (DPC) is proposed in this paper to eliminate... more
Power quality problems in power systems have been improved due to nonlinear loads. To compensate these problems Direct Power Compensator was suggested in this paper. A Direct Power Compensator (DPC) is proposed in this paper to reduce the... more
A full compensating system for distribution networks which is able to eliminate harmonics, correct unbalanced loads and generate or absorb reactive power is presented. The system is based on a combination of a Thyristor Binary Compensator... more
The present work proposes a new current-mode, programmable Kerwin Huelsman Newcomb (KHN) filter suitable for very low frequency processing. The proposed implementation, developed with only six current mirrors and two large-valued,... more
In this paper, a new method to control an active power filter using Neural Networks is presented. Currently, there is an increase of voltage and current harmonics in power systems, caused by nonlinear loads. The Active Power Filters... more
Along the last years, the practical use of active filters to mitigate harmonics has been extended in electric power systems. Different configurations of series active filters versus shunt active filters have been proposed, among them,... more
This paper presents the design of a shunt active filter to compensate reactive power and harmonics in the medium voltage level of a power distribution system. Reconfiguration of the power delivery network imposes new constraints in a... more
The behavior of the actual load of an electric energy distribution utility by means of voltage and current measurements is analyzed in this paper. Steady and transient states are taken into account. The main attention is fixed in points... more
The problem of reactive power and harmonics in the medium voltage level of a power distribution system is considered in this paper. Reconfiguration of the power delivery network imposes new constraints in a distribution substation so that... more
This paper deals with the problem of reactive power and harmonics in a standard medium-voltage (MV) distribution network. It proposes a simple and inexpensive solution to enhance power quality when a particular connection to the... more
The analytical design procedure of lowsensitivity, low-power, low-pass (LP) 2 nd -and 3 rd -order class-4 active-RC allpole filters, using impedance tapering, has already been published [1][2]. In this paper the desensitisation using... more
Most of the pollution issues created in power systems are due to the non-linear characteristics and fast switching of power electronic equipment. The use of the power electronic devices in power distribution system gives rise to harmonics... more
This article concludes a six-part series on the intuitive approach to active digital filter (ADF) design, which has introduced a novel branch in digital signal processing (DSP) termed "Active DSP." This designation reflects the authors'... more
The developed intuitive approach to active digital filter (ADF) design has introduced a new branch in digital signal processing (DSP) called "Active DSP". This term "active" reflects its reliance on digital integrators that function as... more
The recently developed intuitive approach to active digital filter (ADF) design represents a straightforward and efficient method for designing digital filters. This approach explores the similarity between digital integrators and... more
Intuitive engineering is a valuable skill that empowers engineers to effectively tackle problems using straightforward methodologies and simple calculations, rather than relying solely on complex techniques and higher mathematics.... more
Analog signals are usually digitized and further processed using various algorithms and procedures for digital data analysis. In digital signal processing (DSP), digital filtering is a crucial signal processing task that is used to... more
Bus voltage control is an essential issue in a DC microgrid (MG). In this paper, a decentralized composite controller (DCC) is proposed to unify two types of voltage controls, i.e., constant voltage mode and droop mode, and simultaneously... more
An optical phase-locked loop with a frequency detector and a single-sideband mixer has been proposed and demonstrated for the first time. Continuous frequency sweeping has been achieved.
In this paper, a new form of signal flow graph technique is used for modeling a bidirectional buck-boost converter and extracting the needed transfer functions. The signal flow graph method has a more simple process in comparison with... more
This paper presents the principles of three PWM control strategies, namely Harmonic Elimination Control Scheme, Current Hysteresis Control Scheme and Space Vector Control Scheme, which are used in the development of a lOOKVA IGBT wind... more
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