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Performance and Power Quality Improvements of MEA Power Distribution Systems using Model Predictive Control


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DOI: https://doi.org/10.15866/irease.v10i1.10998

Abstract


In this paper, a More-Electric Aircraft (MEA) power distribution system is modeled and controlled using Model Predictive Control (MPC). The MPC has a fast response to dynamic changes and able to deal with multivariable and constraints applied to inputs and states. The studied MEA system is investigated during a transient condition of severe step-load changes (from no-load to full-load) and fault scenarios. The MPC control takes into consideration the verification of aircraft standards during transient and fault conditions for the AC and DC voltages within the aircraft distribution system. The performance of the studied MEA is improved compared to other control techniques such as FLC and PID controllers. The power quality of the studied system under MPC is compared to FLC and PID and it is found the superiority of the MPC regarding overshoot/undershoot, ripples, settling time and harmonic contents. Moreover, the obtained results verify the capability and efficiency of MPC control during severe conditions of large step-load and fault scenarios inside the MEA by verifying the aircraft standards during all operating conditions.
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Keywords


More-Electric Aircraft; Model Predictive Control; Aircraft Standards; Transients; Step-Load; Faults

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References


B. Sarlioglu and C. T. Morris, "More electric aircraft: review, challenges, and opportunities for commercial transport aircraft", IEEE Trans. Transport. Electrific., Vol. 1, No. 1, pp. 54 - 64, Jun. 2015.
http://dx.doi.org/10.1109/tte.2015.2426499

J. Chen, X. Zhang and C. Wen, "Harmonics attenuation and power factor correction of a more electric aircraft power grid using active power filter", IEEE Trans. Ind. Electron., Vol. 63, No. 12, pp. 7310 - 7319, Dec. 2016.
http://dx.doi.org/10.1109/tie.2016.2590990

A. Eid, H. El-Kishky, M. Abdel-Salam, and T. El-Mohandes “On power quality of variable speed constant frequency aircraft electric power systems”, IEEE Trans. Power Del., Vol. 1, No. 25, pp. 55-65, Jan. 2010.
http://dx.doi.org/10.1109/tpwrd.2009.2031672

S. S. Yeoh, T. Yang, L. Tarisciotti, S. Bozhko and P. Zanchetta, “Hybrid modulated model predictive control for the more electric aircraft generator system”, International Conference on Electrical Systems for Aircraft, Railway, Ship Propulsion and Road Vehicles (ESARS), Aachen, Germany, pp. 1-6, 3-5 Mar. 2015.
http://dx.doi.org/10.1109/esars.2015.7101477

S. N. Motapon, L.-A. Dessaint and K. Al-Haddad, "A comparative study of energy management schemes for a fuel-cell hybrid emergency power system of more-electric aircraft", IEEE Trans. Ind. Electron., Vol. 61, No. 3, pp. 1320 - 1334, Mar. 2014.
http://dx.doi.org/10.1109/tie.2013.2257152

H. Xu, U. Topcu and R.M. Murray, “Specification and synthesis of reactive protocols for aircraft electric power distribution”, IEEE Trans. Control Netw. Syst., Vol. 2, No. 2, pp. 193-203, Jun. 2015.
http://dx.doi.org/10.1109/tcns.2015.2401174

K. Rajashekara, “Power conversion technologies for automotive and aircraft systems: applying electric/hybrid vehicle technology to more electric aircraft systems”, IEEE Electrific. Mag., pp. 50-60, Jun. 2014.
http://dx.doi.org/10.1109/mele.2014.2312460

R. Abdel-Fadi, A. Eid, M. Abdel-Salam, “Electrical distribution power systems of modern civil aircrafts,” 2nd International Conference on Energy Systems and Technologies, Cairo, Egypt, pp. 201-210, 18-20 Feb. 2013.
http://dx.doi.org/10.1109/pedes.2014.7042125

Mellouli, E., Chalh, Z., Alfidi, M., Boumhidi, I., A New Robust Adaptive Fuzzy Sliding Mode Controller for a Variable Speed Wind Turbine, (2015) International Review of Automatic Control (IREACO), 8 (5), pp. 338-345.
http://dx.doi.org/10.15866/ireaco.v8i5.7192

Othmani, H., Sassi, F., Mezghani, D., Mami, A., Comparative Study between Fuzzy Logic Control and Sliding Mode Control for Optimizing the Speed Deportment of a Three Phase Induction Motor, (2016) International Review of Automatic Control (IREACO), 9 (3), pp. 175-181.
http://dx.doi.org/10.15866/ireaco.v9i3.9269

Zine, S., Mazari, B., Bouzide, M., Mihoub, Y., Synergistic and Sliding Mode Controls of Wind Energy Conversion System, (2015) International Review on Modelling and Simulations (IREMOS), 8 (6), pp. 610-619.
http://dx.doi.org/10.15866/iremos.v8i6.8022

Yousfi, A., Allaoui, T., Chaker, A., Harmonic Current Compensation and Reactive Power Based on Three-Level Shunt Active Filter Controlled by Fuzzy Logic Connected to a Photovoltaic Source, (2015) International Review of Automatic Control (IREACO), 8 (1), pp. 56-62.
http://dx.doi.org/10.15866/ireaco.v8i1.5074

Abadi, I., Musyafa’, A., Soeprijanto, A., Design and Implementation of Active Two Axes Solar Tracking System Using Particle Swarm Optimization Based Fuzzy Logic Controller, (2015) International Review on Modelling and Simulations (IREMOS), 8 (6), pp. 640-652.
http://dx.doi.org/10.15866/iremos.v8i6.7907

Reyes-Jordan, L., Rios, M., Load Shedding in Power Systems Based on a Fuzzy Logic Decision and Sensibility of Stability Prediction and Fast Voltage Indices, (2016) International Review of Electrical Engineering (IREE), 11 (5), pp. 496-505.
http://dx.doi.org/10.15866/iree.v11i5.10137

Jayachandran, J., Murali Sachithanandam, R., Neural Network Based Control Strategy for Hybrid DSTATCOM in Three Phase Four Wire Distribution System Under Non-Ideal Voltage Source Conditions and Varying Load Conditions, (2015) International Review of Electrical Engineering (IREE), 10 (3), pp. 421-433.
http://dx.doi.org/10.15866/iree.v10i3.5372

Jayachandran, J., Murali Sachithanandam, R., Artificial Intelligence Based Controller for Series and Shunt Active Filters for Power Quality Improvement, (2015) International Review of Automatic Control (IREACO), 8 (3), pp. 180-190.
http://dx.doi.org/10.15866/ireaco.v8i3.5942

Mishra, M., Rout, P., Time-Frequency Analysis based Approach to Islanding Detection in Micro-grid System, (2016) International Review of Electrical Engineering (IREE), 11 (1), pp. 116-129.
http://dx.doi.org/10.15866/iree.v11i1.8018

Kulkarni, S., Wagh, S., Singh, N., Challenges in Model Predictive Control Application for Transient Stability Improvement Using TCSC, (2015) International Review of Automatic Control (IREACO), 8 (2), pp. 163-169.
http://dx.doi.org/10.15866/ireaco.v8i2.5562

El Kachani, A., Chakir, E., Jarou, T., Ait Laachir, A., Zerouaoui, J., Hadjoudja, A., Robust Model Predictive Control Applied to a WRIG-Based Wind Turbine, (2016) International Review of Automatic Control (IREACO), 9 (4), pp. 216-226.
http://dx.doi.org/10.15866/ireaco.v9i4.8670

Vozák, D., Veselý, V., Stable Predictive Control with Input Constraints Based on Variable Gain Approach, (2014) International Review of Automatic Control (IREACO), 7 (2), pp. 131-139.
http://dx.doi.org/10.15866/ireaco.v7i2.707

F. Gao, S. Bozhko, G. Asher, P. Wheeler and C. Patel, "An improved voltage compensation approach in a droop-controlled DC power system for the more electric aircraft", IEEE Trans. Power Electron., Vol. 31, No. 10, pp. 7369 - 7383, Oct. 2016.
http://dx.doi.org/10.1109/tpel.2015.2510285

L. Tarisciotti, P. Zanchetta, A. Watson, J.C. Clare, M. Degano and S. Bifaretti, "Modulated model predictive control for a three-phase active rectifier", IEEE Trans. Ind. Appl., Vol. 51, No. 2, pp. 1610 - 1620, Mar. 2015.
http://dx.doi.org/10.1109/tia.2014.2339397

R.P. Aguilera, P. Lezana and D.E. Quevedo, "Switched model predictive control for improved transient and steady-state performance", IEEE Trans. Ind. Informat., Vol. 11, No. 4, pp. 968 - 977, Aug. 2015.
http://dx.doi.org/10.1109/tii.2015.2449992

S. Vazquez, J. Rodriguez, M. Rivera, L. G. Franquelo and M. Norambuena, "Model Predictive Control for Power Converters and Drives: Advances and Trends", IEEE Trans. Ind. Electron., Vol. 64, No. 2, pp. 935-947, Feb. 2017.
http://dx.doi.org/10.1109/tie.2016.2625238

R. Haber, R. Bars, and U. Schmitz, "Predictive control in process engineering, from the basics to the applications", 1st ed., WILEY-VCH Verlag GmbH & Co, Germany, 2011.
http://dx.doi.org/10.1002/9783527636242

G. Abbas, U. Farooq, J. Gu and M. U. Asad, "Constrained model-based predictive controller for a high-frequency low-power DC-DC buck converter", IJEEI, Vol. 5, No. 3, pp. 316-339, Sept. 2013.
http://dx.doi.org/10.15676/ijeei.2013.5.3.6

A. Linder, R. Kanchan, P. Stolze, and R. Kennel, "Model-based predictive control of electric drives", Cuvillier Verlag Gottingen, Munich, Jun. 2010.
http://dx.doi.org/10.1109/pesc.2005.1581874

B. Shahsavari, M. Maasoumy, A. S. Vincentelli and R. Horowitz, “Stochastic model predictive control design for load management system of aircraft electrical power distribution”, American Control Conference, Chicago, IL, USA, pp. 3649-3655, 1-3 Jul. 2015.
http://dx.doi.org/10.1109/acc.2015.7171897

M. Alnajjar and D. Gerling, “Model predictive control of six-phase variable frequency electrically excited starter generator for more electric aircraft”, 11th International Conference on Power Electronics and Drive Systems, Sydney, pp. 23 - 28, 9-12 Jun. 2015.
http://dx.doi.org/10.1109/peds.2015.7203459

R. Abdel-Fadil, A. Eid and M. Abdel-Salam, “Control and performance investigation of modern civil aircraft actuators using model predictive control”, 17th International Middle East Power Systems Conference, Mansoura, Egypt, 15-17 Dec. 2015.
http://dx.doi.org/10.1109/mepcon.2016.7836947

G.A. Whyatt, L.A. Chick, “Electrical generation for more-electric aircraft using solid oxide fuel cells”, US department of Energy, Apr. 2012.
http://dx.doi.org/10.2172/1056768

K. Munoz-Ramos, J.W. Pratt, A.A. Akhil, B.L. Schenkman, L.E. Klebanoff and D.B. Curgus, "Electrical analysis of proton exchange membrane fuel cells for electrical power generation on-board commercial airplanes", International Transportation Electrification Conference and Expo (ITEC), Dearborn, MI, pp. 1-6, 18-20 Jun. 2012 .
http://dx.doi.org/10.1109/itec.2012.6243429

PSIM simulation software, at: www.powersimtech.com.

MIL-STD-704F Standards: Aircraft Electric Power Characteristics”, 25 Oct. 2013.

J. Archana, P. Suganthini and C. Malathi "DC motor speed control using Matlab", Journal of Scientific Research Engineering & Technology, Vol. 2, No.12, pp. 832-834, Mar. 2014.
http://dx.doi.org/10.21884/ijmter.2017.4091.r1g7s

D. E. Quevedo, R. P. Aguilera, M. A. Erez, P. Cort, and R. Lizana, " Model predictive control of an AFE rectifier with dynamic references", IEEE Trans. Power Electron, Vol. 27, No. 7, pp. 3128 - 3136, Jul. 2012.
http://dx.doi.org/10.1109/tpel.2011.2179672

A. Eid, M. Abdel-Salam, H. El-Kishky and T. El-Mohandes," Active power filters for harmonics cancellation in conventional and advanced aircraft electric power systems", Electric Power Systems Research, Vol. 79, Issue 1, pp. 80-88, January 2009.
http://dx.doi.org/10.1016/j.epsr.2008.05.005

A. Eid, M. Abdel-Salam, H. El-Kishky and T. El-Mohandes," Simulation and transient analysis of conventional and advanced aircraft electric power systems with harmonics mitigation", Electric Power Systems Research, Vol. 79, Issue 4, pp. 660-668, April 2009.
http://dx.doi.org/10.1016/j.epsr.2008.10.001


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