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Journal articleSingh A, Pal BC, Singh R, 2014,
Stability Analysis of Networked Control in Smart Grids
, IEEE Transactions on Smart Grid, Vol: 6, Pages: 381-390, ISSN: 1949-3053A suitable networked control scheme and its stability analysis framework have been developed for controlling inherent electromechanical oscillatory dynamics observed in power systems. It is assumed that the feedback signals are obtained at locations away from the controller/actuator and transmitted over a communication network with the help of phasor measurement units (PMUs). Within the generic framework of networked control system (NCS), the evolution of power system dynamics and associated control actions through a communication network have been modeled as a hybrid system. The data delivery rate has been modeled as a stochastic process. The closed-loop stability analysis framework has considered the limiting probability of data dropout in computing the stability margin. The contribution is in quantifying allowable data-dropout limit for a specified closed loop performance. The research findings are useful in specifying the requirement of communication infrastructure and protocol for operating future smart grids.
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Journal articleHartley EN, Jerez JL, Suardi A, et al., 2014,
Predictive control using an FPGA with application to aircraft control
, IEEE Transactions on Control Systems Technology, Vol: 22, Pages: 1006-1017, ISSN: 1558-0865Alternative and more efficient computational methodscan extend the applicability of MPC to systems with tightreal-time requirements. This paper presents a “system-on-a-chip”MPC system, implemented on a field programmable gate array(FPGA), consisting of a sparse structure-exploiting primal dualinterior point (PDIP) QP solver for MPC reference tracking anda fast gradient QP solver for steady-state target calculation. Aparallel reduced precision iterative solver is used to accelerate thesolution of the set of linear equations forming the computationalbottleneck of the PDIP algorithm. A numerical study of the effectof reducing the number of iterations highlights the effectivenessof the approach. The system is demonstrated with an FPGA-inthe-looptestbench controlling a nonlinear simulation of a largeairliner. This study considers many more manipulated inputsthan any previous FPGA-based MPC implementation to date,yet the implementation comfortably fits into a mid-range FPGA,and the controller compares well in terms of solution quality andlatency to state-of-the-art QP solvers running on a standard PC.
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Journal articleLee J, Angeli D, 2014,
Cooperative economic model predictive control for linear systems with convex objectives
, European Journal of Control, Vol: 20, Pages: 141-151, ISSN: 0947-3580In this paper we propose a cooperative distributed economic model predictive control strategy for linear systems which consist of a finite number of coupled subsystems. The suggested feedback strategy is generating control input which converges to a set of Nash equilibria of the corresponding game provided infinite iterations are allowed at each sampling time. Moreover, the control for each subsystem is computed in itself without coordination layer except for a synchronization requirement between subsystems.We first introduce distributed linear systems with two subsystems and economic model predictive control, then show the convergence and stability properties of a suboptimal model predictive control strategy for the system. The optimization problem for the implementation of MPC is stated with a terminal equality constraint and a terminal cost.
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Journal articleSassano M, Astolfi A, 2014,
Dynamic generalized controllability and observability functions with applications to model reduction and sensor deployment
, AUTOMATICA, Vol: 50, Pages: 1349-1359, ISSN: 0005-1098- Author Web Link
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- Citations: 10
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Journal articleGan CK, Pudjianto D, Djapic P, et al., 2014,
Strategic Assessment of Alternative Design Options for Multivoltage-Level Distribution Networks
, IEEE TRANSACTIONS ON POWER SYSTEMS, Vol: 29, Pages: 1261-1269, ISSN: 0885-8950- Author Web Link
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- Citations: 15
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Journal articleFalugi P, Mayne DQ, 2014,
Getting Robustness Against Unstructured Uncertainty: A Tube-Based MPC Approach
, IEEE TRANSACTIONS ON AUTOMATIC CONTROL, Vol: 59, Pages: 1290-1295, ISSN: 0018-9286- Author Web Link
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- Citations: 62
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Journal articleParisini T, 2014,
Untitled
, IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, Vol: 22, Pages: 825-826, ISSN: 1063-6536 -
Journal articleNg BF, Hesse H, Palacios R, et al., 2014,
Aeroservoelastic state-space vortex lattice modeling and load alleviation of wind turbine blades
, Wind Energy, Vol: 18, Pages: 1317-1331, ISSN: 1095-4244An aeroservoelastic model, capturing the structural response and the unsteady aerodynamics of turbine rotors, will be used to demonstrate the potential of active load alleviation using aerodynamic control surfaces. The structural model is a geometrically non-linear composite beam, which is linearized around equilibrium rotating conditions and coupled with time-domain aerodynamics given by a linearized 3D unsteady vortex lattice method. With much of the existing work relying on blade element momentum theory with various corrections, the use of the unsteady vortex lattice method in this paper seeks to complement and provide a direct higher fidelity solution for the unsteady rotor dynamics in attached flow conditions. The resulting aeroelastic model is in a state-space formulation suitable for control synthesis. Flaps are modeled directly in the vortex lattice description and using a reduced-order model of the coupled aeroelastic formulation, a linear-quadratic-Gaussian controller is synthesized and shown to reduce root mean square values of the root-bending moment and tip deflection in the presence of continuous turbulence. Similar trend is obtained when the controller is applied to the original non-linear model of the turbine. Trade-offs between reducing root-bending moment and suppressing the negative impacts on torsion due to flap deployment will also be investigated.
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Journal articleLi S, Chen H, Tan SC, et al., 2014,
Critical design issues of retrofit light-emitting diode (LED) light bulb
, Conference Proceedings - IEEE Applied Power Electronics Conference and Exposition - APEC, Pages: 531-536For retrofit applications, some high-brightness (HB) light-emitting diode (LED) products have the same form factor restrictions as existing light bulbs. Such form factor constraints may restrict the design and optimal performance of the LED technology. In this paper, some critical design issues for a commercial LED bulb designed for replacing an E27 incandescent lamp are quantitatively analyzed. The analysis involves a power audit on such densely packed LED system so that the amounts of power consumption in (1) the LED driver, (2) the LED wafer, (3) the phosphor coating, and (4) the bulb translucent cover are quantified. The outcomes of such an audit enable R&D engineers to identify the critical areas that need further improvements in a compact LED bulb design. © 2014 IEEE.
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Journal articleYaclin Y, Goren-Sumer L, Astolfi A, 2014,
Some results on disturbance attenuation for Hamiltonian systems via direct discrete-time design
, International Journal of Robust and Nonlinear Control, Vol: 25, Pages: 1927-1940, ISSN: 1099-1239The disturbance attenuation and robust disturbance attenuation problems for Hamiltonian systems in the discrete-time setting are considered and some new results are presented. The new results are derived utilizing the recently presented dissipativity equality obtained by adding the dissipation rate function to the classical dissipativity inequality. A selection of the dissipation rate function yields new results. These results include a condition on the dissipation structure of the system to achieve the desired disturbance attenuation level and gives direct construction of optimal control laws for any desired disturbance attenuation level. The results remove the need to solve Hamilton–Jacobi–Isaacs inequalities.
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PatentChaudhuri B, Hui SYR, Chaudhuri NR, et al., 2014,
A power compensator
, WO2013153075 A3A power compensator for compensating voltage at a location along a power transmission line, the compensator having a controller for controlling a voltage generated across the compensator, wherein the voltage is controlled to maintain a power transmission line voltage at a value dependent on the power transmission line location.
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Journal articleDzafic I, Jabr RA, Halilovic E, et al., 2014,
A Sensitivity Approach to Model Local Voltage Controllers in Distribution Networks
, IEEE Transactions on Power Systems, Vol: 29, Pages: 1419-1428, ISSN: 0885-8950Local controllers are essential in distribution networks;they are employed in classical devices such as loadtap-changing (LTC) transformers and switchable shunt capacitors,and more recently in distributed generation (DG). Theeffective use of distribution management system (DMS) applicationsrequires an accurate model of the interaction betweenthe local controllers through the distribution system. This paperpresents a new sensitivity matrix approach for modeling suchinteractions, and demonstrates its application in the implicitGaussmethod for power flow computation. The sensitivity methodmodels both PV buses (for the connection of DG) and tap positionadjustments through current source injections, and consequentlyavoids re-factorization of the network bus admittance matrix.Numerical results on distribution networks with up to 3145 busesshow that the sensitivity-based power flow method for simulatingthe operation of local controllers is superior to a sequentialcontrol action adjustment approach previously proposed in theliterature, and that its computing time is commensurate with theperformance requirements in real-time DMS applications.
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Journal articleGavriel C, Vinter RB, 2014,
Second Order Sufficient Conditions for Optimal Control Problems with Non-unique Minimizers: An Abstract Framework
, Applied Mathematics and Optimization, Vol: 70, Pages: 411-442, ISSN: 1432-0606Standard second order sufficient conditions in optimal control theory provide not only the information that an extremum is a weak local minimizer, but also tell us that the extremum is locally unique. It follows that such conditions will never cover problems in which the extremum is continuously embedded in a family of constant cost extrema. Such problems arise in periodic control, when the cost is invariant under time translations, in shape optimization, where the cost is invariant under Euclidean transformations (translations and rotations of the extremal shape), and other areas where the domain of the optimization problem does not really comprise elements in a linear space, but rather an equivalence class of such elements. We supply a set of sufficient conditions for minimizers that are not locally unique, tailored to problems of this nature. The sufficient conditions are in the spirit of earlier conditions for ‘non-isolated’ minima, in the context of general infinite dimensional nonlinear programming problems provided by Bonnans, Ioffe and Shapiro, and require coercivity of the second variation in directions orthogonal to the constant cost set. The emphasis in this paper is on the derivation of directly verifiable sufficient conditions for a narrower class of infinite dimensional optimization problems of special interest. The role of the conditions in providing easy-to-use tests of local optimality of a non-isolated minimum, obtained by numerical methods, is illustrated by an example in optimal control.
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Journal articleVinter RB, 2014,
The Hamiltonian Inclusion for Nonconvex Velocity Sets
, SIAM Journal on Control and Optimization, Vol: 52, Pages: 1237-1250, ISSN: 1095-7138Since Clarke's 1973 proof of the Hamiltonian inclusion for optimal control problems with convex velocity sets, there has been speculation (and, more recently, speculation relating to a stronger, partially convexified version of the Hamiltonian inclusion) as to whether these necessary conditions are valid in the absence of the convexity hypothesis. The issue was in part resolved by Clarke himself when, in 2005, he showed that $L^{\infty}$ local minimizers satisfy the Hamiltonian inclusion. In this paper it is shown, by counterexample, that the Hamiltonian inclusion (and so also the stronger partially convexified Hamiltonian inclusion) are not in general valid for nonconvex velocity sets when the local minimizer in question is merely a $W^{1,1}$ local minimizer, not an $L^{\infty}$ local minimizer. The counterexample demonstrates that the need to consider $L^{\infty}$ local minimizers, not $W^{1,1}$ local minimizers, in the proof of the Hamiltonian inclusion for nonconvex velocity sets is fundamental, not just a technical restriction imposed by currently available proof techniques. The paper also establishes the validity of the partially convexified Hamiltonian inclusion for $W^{1,1}$ local minimizers under a normality assumption, thereby correcting earlier assertions in the literature.
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Journal articleScarciotti G, Astolfi A, 2014,
Approximate finite-horizon optimal control for input-affine nonlinear systems with input constraints
, Journal of Control and Decision, Vol: 1, Pages: 149-165, ISSN: 2330-7706The finite-horizon optimal control problem with input constraints consists in controlling the state of a dynamical system over a finite time interval (possibly unknown) minimising a cost functional, while satisfying hard constraints on the input. In this framework, the minimum-time optimal control problem and some related problems are of interest for both theory and applications. For linear systems, the solution of the problem often relies upon the use of bang-bang control signals. For nonlinear systems, the “shape” of the optimal input is in general not known. The control input can be found solving a Hamilton–Jacobi–Bellman (HJB) partial differential equation (PDE): it typically consists of a combination of bang-bang controls and singular arcs. In this paper, a methodology to approximate the solution of the HJB PDE is proposed. This approximation yields a dynamic state feedback law. The theory is illustrated by means of two examples: the minimum-time optimal control problem for an industrial wastewater treatment plant and the Goddard problem, i.e. a maximum-range optimal control problem.
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Journal articlePin G, Parisini T, 2014,
On the Robustness of Nominal Nonlinear Minimum-Time Control and Extension to Non-Robustly Controllable Target Sets
, IEEE TRANSACTIONS ON AUTOMATIC CONTROL, Vol: 59, Pages: 863-875, ISSN: 0018-9286- Author Web Link
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- Citations: 2
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Journal articleRogers DJ, Green TC, Silversides RW, 2014,
A Low-Wear Onload Tap Changer Diverter Switch for Frequent Voltage Control on Distribution Networks
, IEEE TRANSACTIONS ON POWER DELIVERY, Vol: 29, Pages: 860-869, ISSN: 0885-8977- Author Web Link
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- Citations: 14
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Journal articleWan K-C, Xue Q, Liu X, et al., 2014,
Passive Radio-Frequency Repeater for Enhancing Signal Reception and Transmission in a Wireless Charging Platform
, IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, Vol: 61, Pages: 1750-1757, ISSN: 0278-0046- Author Web Link
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- Citations: 31
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Journal articleCarvalho NB, Georgiadis A, Costanzo A, et al., 2014,
Wireless Power Transmission: R&D Activities Within Europe
, IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, Vol: 62, Pages: 1031-1045, ISSN: 0018-9480- Cite
- Citations: 132
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Book chapterEvangelou SA, Tomas-Rodriguez M, 2014,
Motorcycle Dynamic Modes and Passive Steering Compensation
, Modelling Simulation and Control of Two Wheeled Vehicles, Pages: 221-241This chapter introduces the main characteristics of motorcycle oscillatory modes and then discusses how their damping can be increased by employing steering compensation. Weave mode is a fishtailing-type motion involving yaw and roll of the motorcycle body and steering system oscillations. Wobble mode is a steering oscillation that is reminiscent of the supermarket cart front-wheel caster shimmy. The chapter describes a high-fidelity motorcycle model that is used to illustrate quantitatively the characteristics of the oscillatory modes and the influence of steering damping on machine stability. A mathematical model is used to analyse and illustrate the behaviour of motorcycles. This model takes into account the aerodynamic forces and moments, which are proportional to the square of the speed. The chapter explains a design methodology for steering compensation that improves modal damping. Finally, it provides an analysis of burst oscillations followed by a design of steering compensation to suppress these oscillations.
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Conference paperBauso D, Mylvaganam T, Astolfi A, 2014,
A Two-Point Boundary Value Formulation of a Mean-Field Crowd-Averse Game
, IFAC World Congress -
Conference paperThommyppillai M, Evangelou S, Sharp RS, 2014,
Towards a practical virtual racing-car driver
, Pages: 4943-4948Fundamental approaches to modelling the control of a car by a driver are reviewed briefly. The context of the work presented is explained. Then, previous research on the application of optimal linear preview control to aspects of driving road vehicles is extended. This prior research treated the tracking of a roadway by a vehicle and driver at constant forward speed and the tracking of a speed demand while running straight. The two previously separate problems are combined, so that longitudinal and lateral path demands are considered in parallel. A new feature is that low-pass filters are included in the driver modelling, to represent driver bandwidth limitations. This feature enables the finding of the influence of the driver's control bandwidth on the optimal strategies. A new optimal preview control toolbox is employed for the computations. A simulation of the virtual driver-controlled car is shown to demonstrate the closed-loop system following longitudinal and lateral position demands.
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Conference paperAngeli D, 2014,
A tutorial on chemical reaction networks dynamics
, Pages: 649-657Chemical Reaction Networks (CRN for short) can be effectively modeled by means of nonlinear, parameter-dependent systems of ordinary differential equations. The uncertain knowledge of parameters makes for the need of qualitative tools which relate structure and dynamics of such nonlinear systems. We present an account of different results which allow to claim properties such as global asymptotic stability, persistence, monotonicity and existence of a unique equilibrium on the basis of graphical representations of the network.
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Journal articleAhmed S, Kerrigan EC, 2014,
Suboptimal predictive control for satellite detumbling
, Journal of Guidance Control and Dynamics, Vol: 37, Pages: 850-859, ISSN: 1533-3884Rate damping in the initial acquisition phase of a magnetically controlled small satellite is a big challenge for the control system. In this phase, the main difficulties are dynamic nonlinearities due to high body rates, time-varying control due to the change in Earth’s magnetic field, inherent underactuation, and constraints on available power. The control system is required to minimize the detumbling time with minimal use of onboard resources. In comparison to the existing control techniques used in the initial acquisition phase, predictive control can be considered a suitable choice for handling such conflicting objectives in the presence of constraints. In this work, performance of two existing nonlinear model predictive control schemes that guarantee closed-loop stability are analyzed. Nonlinear model predictive control gives improved performance by reducing the detumbling time compared to classical control techniques based on the rate of change of Earth’s magnetic field; however, the computational requirements are high. Furthermore, it is demonstrated that, when the body rates increase, the computational burden of nonlinear model predictive control to reach an optimal point becomes prohibitively large. For these situations, an algorithm is presented that allows early termination of the optimizer by imposing an additional constraint on the cost reduction. The early termination criteria of the optimizer can be chosen based on the available computational resources. The imposed cost reduction constraint also helps in further reducing the detumbling time. Extensive numerical simulations show that the presented algorithm works well in practice for a good range of initial body rates.
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Conference paperkuenzel, Puthenpurayil Kunjumuhammed L, pal, et al., 2014,
Impact of wakes on wind farm inertial response
, IEEE PES General Meeting | Conference & Exposition, 2014 -
Journal articlePudjianto D, Aunedi M, Djapic P, et al., 2014,
Whole-systems assessment of the value of energy storage in low-carbon electricity systems
, IEEE Transactions on Smart Grid, Vol: 5, Pages: 1098-1109, ISSN: 1949-3061Energy storage represents one of the key enabling technologies to facilitate an efficient system integration of intermittent renewable generation and electrified transport and heating demand. This paper presents a novel whole-systems approach to valuing the contribution of grid-scale electricity storage. This approach simultaneously optimizes investment into new generation, network and storage capacity, while minimising system operation cost, and also considering reserve and security requirements. Case studies on the system of Great Britain (GB) with high share of renewable generation demonstrate that energy storage can simultaneously bring benefits to several sectors, including generation, transmission and distribution, while supporting real-time system balancing. The analysis distinguishes between bulk and distributed storage applications, while also considering the competition against other technologies, such as flexible generation, interconnection and demand-side response.
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Journal articleSingh A, Pal BC, 2014,
Decentralized Dynamic State Estimation in Power Systems Using Unscented Transformation
, IEEE Transactions on Power Systems, Vol: 29, Pages: 794-804, ISSN: 0885-8950This paper proposes a decentralized algorithm for real-time estimation of the dynamic states of a power system. The scheme employs phasor measurement units (PMUs) for the measurement of local signals at each generation unit, and subsequent state estimation using unscented Kalman filtering (UKF). The novelty of the scheme is that the state estimation at one generation unit is independent from the estimation at other units, and therefore the transmission of remote signals to a central estimator is not required. This in turn reduces the complexity of each distributed estimator, and makes the estimation process highly efficient, accurate and easily implementable. The applicability of the proposed algorithm has been thoroughly demonstrated on a representative model.
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Journal articleChen H, Hui SYR, 2014,
Dynamic prediction of correlated color temperature and color rendering Index of phosphor-coated white light-emitting diodes
, IEEE Transactions on Industrial Electronics, Vol: 61, Pages: 784-797, ISSN: 0278-0046Light-emitting diode (LED) technology is a multidisciplinary subject that involves photometry, electric power, heat, and chromaticity which are interdependent on one another. So far, the photoelectrothermal (PET) theory has linked up the first three aspects. This research includes chromaticity into the dynamic PET theory so that even the correlated color temperature (CCT) and color rendering index (CRI) of phosphor-coated white LEDs can be dynamically predicted, thus overcoming the low bandwidth problem of some light measurement equipment. This dynamic modeling of CCT and CRI has been verified with favorable agreements between theoretical predictions and measurements of several LED samples. The outcome of this project offers a new research and development tool for practicing LED system designers to predict the instantaneous variations of CCT and CRI when the power varies in a LED system.
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Journal articleZhang Z, Jaimoukha IM, 2014,
On-line fault detection and isolation for linear discrete-time uncertain systems
, Automatica, Vol: 50, Pages: 513-518, ISSN: 0005-1098This work proposes a robust fault detection and isolation (FDI) scheme for linear discrete-time systems subject to faults, bounded additive disturbances and norm-bounded structured uncertainties. FDI is achieved by computing, on-line, upper and lower bounds on the fault signal such that a fault is regarded as having occurred when its upper bound is smaller than zero or lower bound is larger than zero. Linear Matrix Inequality (LMI) optimization techniques are used to obtain the bounds. Furthermore, a subsequent-state-estimation technique, together with an estimation horizon update procedure, is proposed, which allows the on-line FDI process to be repeated in a moving horizon procedure. Theapproach is also extended to solve the fault detection (FD) problem of obtaining lower bounds on the total fault signal energy within the estimation horizon. The scheme gives the best estimates of the fault signals given the information available and is sufficiently flexible to incorporate other information that may be available, such as bounds on the disturbance energy. Thus our scheme is immune to false alarms if the system and disturbance are within the uncertainty description. Moreover, we propose a new robustness result to obtain the bounds, which is an extension of current techniques for handling model uncertainties.Finally, the approach is verified using two numerical examples.
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Journal articleMerlin MMC, Green TC, Mitcheson PD, et al., 2014,
The Alternate Arm Converter: A New Hybrid Multilevel Converter With DC-Fault Blocking Capability
, IEEE Transactions on Power Delivery, Vol: 29, Pages: 310-317, ISSN: 0885-8977This paper explains the working principles, supported by simulation results, of a new converter topology intended for HVDC applications, called the alternate arm converter (AAC). It is a hybrid between the modular multilevel converter, because of the presence of H-bridge cells, and the two-level converter, in the form of director switches in each arm. This converter is able to generate a multilevel ac voltage and since its stacks of cells consist of H-bridge cells instead of half-bridge cells, they are able to generate higher ac voltage than the dc terminal voltage. This allows the AAC to operate at an optimal point, called the “sweet spot,” where the ac and dc energy flows equal. The director switches in the AAC are responsible for alternating the conduction period of each arm, leading to a significant reduction in the number of cells in the stacks. Furthermore, the AAC can keep control of the current in the phase reactor even in case of a dc-side fault and support the ac grid, through a STATCOM mode. Simulation results and loss calculations are presented in this paper in order to support the claimed features of the AAC.
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