Publications

Journal Papers

[33]

M. Khalid* and A. V. Savkin, “A model predictive control approach to the problem of wind power smoothing with controlled battery storage,” Renewable Energy, vol. 35, no. 7, pp. 1520–1526, Jul 2010.

[32]

M. Khalid* and A. V. Savkin, “A method for short-term wind power prediction with multiple observation points,” IEEE Transactions on Power Systems, vol. 27, no. 2, pp. 579-586, May 2012.

[31]

J. Alshehri and M. Khalid, “Power quality improvement in microgrids under critical disturbances using an intelligent decoupled control strategy based on battery energy storage system,” IEEE Access, vol. 7, pp.147314-147326, Sep 2019

[30]

M. Khalid*, R.P. Aquilera, A.V. Savkin and V.G. Agelidis, "A market-oriented wind power dispatch strategy using adaptive price thresholds and battery energy storage", Wind Energy, vol. 21, no. 4, pp. 242-254, Jan 2018.

[29]

M. A. Abdulgalil, M. Khalid and F. Alismail, “Optimizing a distributed wind-storage system under critical uncertainties using Benders decomposition,” IEEE Access, vol. 7, pp.77951-77963, Jun 2019.

[28]

S. Alshahrani, M. Khalid and M. Almuhaini, “Electric vehicles beyond energy storage and modern power networks: Challenges and Applications,” IEEE Access, vol. 7, pp. 99031 – 99064, Jul 2019.

[27]

M. A. Abdulgalil and M. Khalid, "Enhancing the reliability of a microgrid through optimal size of battery energy storage system,” IET Generation, Transmission & Distribution, vol. 13, no. 9, pp. 1499-1508, Jan 2019.

[26]

U. Akram, M. Khalid, and S. Shafiq, "An innovative hybrid wind-solar and battery-supercapacitor microgrid system-Development and optimization," IEEE Access, vol. 5, pp. 25897-25912, Oct 2017.

[25]

M. Khalid* and A. V. Savkin, “Minimization and control of battery energy storage for wind power smoothing: aggregated, distributed and semi-distributed storage,” Renewable Energy, vol. 64, pp. 105-112, Apr 2014.

[24]

S. Al-Sakkaf, M. Kassas, M. Khalid, and M. Abido, “An energy management system for residential autonomous DC microgrid using optimized fuzzy logic controller considering economic dispatch,” Energies, vol. 12, no. 8, pp. 1457, Apr 2019.

[23]

A. Khatamianfar, M. Khalid, A. V. Savkin, and V. G. Agelidis, “Improving wind power dispatch in the Australian electricity market with battery energy storage using model predictive control,” IEEE Transactions on Sustainable Energy, vol. 4, no. 3, pp. 745-755, July 2013.

[22]

U. Akram, M. Khalid, and S. Shafiq, "An improved optimal sizing methodology for future autonomous residential smart power systems", IEEE Access, vol. 6, pp. 5986-6000, Jan 2018.

[21]

M. A. Abdulgalil, M. Khalid, and F. Alismail, “Optimal sizing of battery energy storage for a grid-connected microgrid subjected to wind uncertainties,” Energies, vol. 12, no. 12, p. 2412, Jun 2019.

[20]

A. V. Savkin, M. Khalid*, and V. G. Agelidis, “A constrained monotonic charging/discharging strategy for optimal sizing of battery energy storage supporting wind farms,” IEEE Transactions on Sustainable Energy, vol. 7, no. 3, pp. 1224-1231, Mar 2016.     

[19]

N. Amleh, M. Al-Muhaini and M. Khalid, "Impact of smart restoration and energy storage systems on the reliability of electric microgrid", Arabian Journal of Science and Engineering, 2019      

[18]

H. Alharbi, M. Khalid, and M. Abido, “A novel design of static electrostatic generator for high voltage low power applications based on electric field manipulation by area geometric difference,” Energies, vol. 12, no. 5, pp. 802, Feb 2019.

[17]

 M. Khalid*, U. Akram, and S. Shafiq, "Optimal planning of multiple distributed generating units and storage in active distribution networks," IEEE Access, vol. 6, pp. 55234 – 55244, Sep 2018.

[16]

M. Khalid*, M. AlMuhaini, R.P. Aguilera, and A.V. Savkin, “Method for planning a wind–solar–battery hybrid power plant with optimal generation-demand matching,” IET Renewable Power Generation, vol. 12, no. 15, pp.1800-1806, Nov 2018.

[15]

M. Khalid*, “Wind power economic dispatch - Impact of radial basis functional networks and battery energy storage,” IEEE Access, vol. 7, pp. 36819-36832, Mar 2019.

[14]

U. Akram, M. Khalid, and S. Shafiq, "On sizing of standalone hybrid wind/solar/battery micro-grid system", Renewable Energy and Power Quality Journal (RE&PQJ), ISSN 2172-038, X, No.15, 2017.

[13]

U. Akram and M. Khalid, "A coordinated frequency regulation framework based on hybrid battery-ultracapacitor energy storage technologies", IEEE Access, vol. 6, pp.7310-7320, Mar 2018.

[12]

A. Ahmed and M. Khalid, "An intelligent framework for short-term multi-step wind speed forecasting based on Functional Networks", Applied Energy, vol. 225, pp. 902-911, Sep 2018.

[11]

M. Ott, M. AlMuhaini, and M. Khalid “A MILP-Based restoration technique for multi-microgrid distribution systems”, IEEE Access, vol. 7, pp.136801-136811, Sep 2019.

 [10]

A. Ahmed and M. Khalid, “A review on the selected applications of forecasting models in renewable power systems,” Renewable and Sustainable Energy Reviews, vol. 100, pp. 9-21, Feb 2019.

  [9]

M. Al-Muhaini, A. Bizrah, G. Heydt, and M. Khalid “Impact of wind speed modelling on the predictive reliability assessment of wind-based microgrids” IET Renewable Power Generation, vol. 13, no. 15, pp. 2947-2956, Nov 2019.

  [8]

M. Khalid*, A. Ahmadi, A. V. Savkin, and V. G. Agelidis “Minimizing the energy cost for microgrids integrated with renewable energy resources and conventional generation using controlled battery energy storage,” Renewable Energy, vol. 97, pp. 646-655, Nov 2016.

  [7]

M. Khalid*, R.P. Aquilera, A.V. Savkin and V.G. Agelidis, "On maximizing profit of wind-battery supported power station based on wind power and energy price forecasting", Applied Energy, vol.  211, pp. 764-773, Feb 2018.

  [6]

J. Alshehri, M. Khalid, and A. Alzahrani, “An intelligent battery energy storage-based controller for power quality improvement in microgrids,” Energies, vol. 12, no. 11, P. 2112, Jun 2019.

  [5]

 M. Khalid* and A. V. Savkin, “Closure to Discussion on “A method for short-term wind power prediction with multiple observation points” IEEE Transactions on Power Systems, vol. 28, no. 2, pp. 1898–1899, May 2013.

  [4]

A. Ahmed and M. Khalid, "Multi-step ahead wind forecasting using nonlinear autoregressive neural networks", Energy Procedia, 2017.

  [3]

M. Khalid* “A review on the selected applications of battery-supercapacitor hybrid energy storage systems for microgrids,” Energies, 12, no. 23, P. 4559, Nov 2019.

  [2]

U. Akram, M. Khalid, and S. Shafiq, "Optimal sizing of a wind/solar/battery hybrid grid-connected microgrid system", IET Renewable Power Generation, vol. 12, no. 1, pp. 72-80, Jan 2018.

  [1]

M. Khalid* and A. V. Savkin, “An optimal operation of wind energy storage system for frequency control based on model predictive control,” Renewable Energy, vol. 48, pp. 127-132, Dec 2012.

Book Chapters

  [3]

M. Khalid and A. V. Savkin, “Model Predictive Control of Wind Energy Storage System for Frequency Regulation,” in: Sustainability in Energy and Buildings, Springer Berlin Heidelberg, pp. 101–110, 2011

  [2]

M. Khalid and A. V. Savkin, “Direction Dependent Power Curves for Wind Power Prediction: A Case Study,” in: Sustainability in Energy and Buildings, Springer Berlin Heidelberg, pp. 121–127, 2011.

  [1]

M. Khalid and A. V. Savkin, “Development of Short-Term Prediction System for Wind Power Generation Based on Multiple Observation Points,” in: Sustainability in Energy and Buildings, Springer Berlin Heidelberg, pp. 89–98, Dec 2009.

Peer Reviewed Conference Proceedings

[60]

J. Alshehri, A. Alzahrani, M. Khalid and F. Alismail “Optimal Control Strategy for Battery Energy Storage Systems Based on Hybrid Differential Evolution and Neural Networks” accepted in Proc. of IEEE PES T&D Conference and Exposition, Chicago, USA, 20 - 23 April 2019

[59]

A. Alzahrani, H. Alharthi and M. Khalid, “Optimal Battery Energy Storage Placement in Highly PV-Penetrated Distribution Networks,” accepted in Proc. of The Eleventh Conference on Innovative Smart Grid Technologies, Washington, DC, 17 – 20 February 2020

[58]

J. Alshehri, A. Alzahrani M. Khalid, and F. Alismail “Optimal Control of a Microgrid with Distributed Renewable Generation and Battery Energy Storage” accepted in Proc. of The Eleventh Conference on Innovative Smart Grid Technologies, Washington, DC, 17 - 20 February 2020

[57]

H. Alharthi, J. Alshehri, M. Khalid, A. Alzahrani   and M. Faggal, “Evaluation of distance protection responses in ac power system with converter interface,” in Proc. of the IEEE PES ISGT ASIA, Chengdu, China, 21-24 May 2019.

[56]

J. Alshehri, A. Alzahrani and M. Khalid, “Wind energy conversion systems and artificial neural networks: role and applications,” in Proc. of the IEEE PES ISGT ASIA, Chengdu, China, 21-24 May 2019.

[55]

K. A. Khan and M. Khalid, “Hybrid energy storage system for voltage stability in a dc microgrid using a modified control strategy,” in Proc. of the IEEE PES ISGT ASIA, Chengdu, China, 21-24 May 2019.

[54]

Y. Abass, M. Abido, M. Almuhaini and M. Khalid, “Multi-objective optimal DG sizing and placement in distribution systems using particle swarm optimization,” in Proc. of the IEEE PES ISGT ASIA, Chengdu, China, 21-24 May 2019.

[53]

N. Amleh, M. Almuhaini and M. Khalid, “Reliability assessment of standalone wind-based energy storage system using monte carlo simulation,” in Proc. of the IEEE PES ISGT ASIA, Chengdu, China, 21-24 May 2019.

[52]

S. Alshahrani, M. Khalid and M. Almuhaini, “Minimizing active power losses in electricity networks based on optimal location of battery energy storage system,” in Proc. of the IEEE PES ISGT ASIA, Chengdu, China, 21-24 May 2019.

[51]

S. Al-Sakkaf, M. Kassas and M. Khalid, “Energy management for standalone DC microgrid using artificial bee colony,” in Proc. of the IEEE PES ISGT ASIA, Chengdu, China, 21-24 May 2019.

[50]

M. A. Abdulgalil, A. Elsayed, M. Khalid and I. Elamin, “Comparison between Two LCL DC Transformer Topologies: SCR-LCL and IGBT-LCL,” in Proc. of the IEEE PES ISGT ASIA, Chengdu, China, 21-24 May 2019.

[49]

M. A. Abdulgalil, M. Khalid and J. Alshehri, “Microgrid Reliability Evaluation Using Distributed Energy Storage Systems,” in Proc. of the IEEE PES ISGT ASIA, Chengdu, China, 21-24 May 2019

[48]

J. Alshehri, M. Khalid, and F. Alismail, “Distance Protection Performance in AC Power System With Back-to-Back Converter Interface,” in Proc. of the 2019th IAS Annual Meeting, Baltimore, USA, 29 Sep – 03 Oct 2019.

[47]

K.A. Khan, S. Shafiq and M. Khalid, “A Reactive Power Compensation Strategy in Radial Distribution Network with High PV Penetration,” in Proc. of the 9th International Conference on Power and Energy Systems (ICPES), Perth, Australia, 10-12 Dec 2019.

[46] A. H. Alzahrani, H. Alharthi, S. Shafiq, and M. Khalid, “Optimal Allocation of Batteries to Facilitate High Solar Photovoltaic Penetrations,” in Proc. of the 9th International Conference on Power and Energy Systems (ICPES), Perth, Australia, 10-12 Dec 2019.
[45]

A. Atif and M. Khalid, “Smoothing Methodologies for Photovoltaic Power Fluctuations,” in Proc. of the 8th International Conference on Renewable Energy Research and Applications (ICRERA), Brasov, Romania, 3-6 Nov 2019.

[44]

K.A. Khan and M. Khalid, “A Reactive Power Compensation Strategy in Radial Distribution Network with High PV Penetration,” in Proc. of the 8th International Conference on Renewable Energy Research and Applications (ICRERA), Brasov, Romania, 3-6 Nov 2019.

[43]

J. Alshehri, A.Alzahrani, and M. Khalid, “Voltage and Frequency Control of Microgrids With Distributed Generations and Battery Energy Storage,” in Proc. of the 8th International Conference on Renewable Energy Research and Applications (ICRERA), Brasov, Romania, 3-6 Nov 2019.

[42] S. AlShahrani, M. AlMuhaini and M. Khalid, “Minimizing Active/Reactive Power Losses in Electricity Networks Based on Optimal Location of Battery Energy Storage System,” in Proc. of the 8th International Conference on Renewable Energy Research and Applications (ICRERA), Brasov, Romania, 3-6 Nov 2019.
[41]

H. Alharthi, J. Alshehri and M. Khalid, “Optimal Scheduling of Power Generation Units using Differential Evolution Approach: A Case Study,” in Proc. of the 8th International Conference on Renewable Energy Research and Applications (ICRERA), Brasov, Romania, 3-6 Nov 2019.

[40]

L. Elkhider, A. Hassan and M. Khalid, “SVC-based Controller Design via Ant Colony Optimization Algorithm,” in Proc. of the 8th International Conference on Renewable Energy Research and Applications (ICRERA), Brasov, Romania, 3-6 Nov 2019.

[39]

 

J. Alshehri, A. Alshalawi and M. Khalid, “Electric Field Computation Under a Double Circuit 380kV Overhead Transmission Line,” in Proc. of the 8th International Conference on Renewable Energy Research and Applications (ICRERA), Brasov, Romania, 3-6 Nov 2019.

[38]

 

M. Elsir, M. Abdulgalil, A. Al-Awami and M. Khalid, “Sizing and Allocation for Solar Energy Storage System Considering the Cost Optimization,” in Proc. of the 8th International Conference on Renewable Energy Research and Applications (ICRERA), Brasov, Romania, 3-6 Nov 2019.

[37]

 

U. Salman, M. Abdulgalil, W. Sulaimon and M. Khalid, “Energy Management Strategy Considering Battery Efficiency for Grid-Tied Microgrids During Summer in the Kingdom of Saudi Arabia,” in Proc. of the 8th International Conference on Renewable Energy Research and Applications (ICRERA), Brasov, Romania, 3-6 Nov 2019. Received Best Poster Award

[36]

 

U. Akram, M. Khalid, and S.  Shafiq, "A Novel Operation Strategy of Battery-Supercapacitor Hybrid Energy Storage System Providing Frequency Regulation Service," in Proc. of the IEEE 27th International Symposium on Industrial Electronics (ISIE), Cairns, Australia, pp. 31-36, June 2018.

[35]

 

M. A. Abdulgalil, H. S. Alharbi, M. Khalid, and M. Almuhaini, "Reliability Assessment of Microgrids with Multiple Distributed Generations and Hybrid Energy Storage," in Proc. of the IEEE 27th International Symposium on Industrial Electronics, Cairns, Australia, pp. 868-873, June 2018.

[34]

 

M. Khalid, "Economic Dispatch Using Functional Network Wind Forecast Model," in Proc. of the IEEE 27th International Symposium on Industrial Electronics, Cairns, Australia, pp. 502-507, 2018.

[33]

M. H. Arshad and M. Khalid, “Advanced Direct Torque Control of Four Switch Fed Two-Phase Symmetric Induction Motor." in Proc. of the IEEE 27th International Symposium on Industrial Electronics (ISIE), Cairns, Australia, pp. 108-113, June 2018. Received IEEE PES Student Travel Grant Award

[32]

U. Akram, M. Khalid, and S.  Shafiq, “Towards Reliable Microgrids-An Economic and Environmental Evaluation,” in Proc. of the International Conference on Industrial Technology (ICIT), Lyon, France Feb 2018.

[31]

U. Akram, M. Khalid, and S.  Shafiq, "A Strategy for Residential Demand Response Management in Modern Electricity Markets" in Proc. of the International Conference on Industrial Technology (ICIT), Lyon, France, Feb 2018.

[30]

M. A. Abdulgalil, M. N. Khater, M. Khalid, and F.  Alisamail, "Sizing of Energy Storage Systems to Enhance Microgrid Reliability." in Proc. of the International Conference on Industrial Technology (ICIT), Lyon, France, Feb 2018.

[29]

H. Abdellatif, M. Almuhaini and M. Khalid, "Hybrid Distributed Generation System Modeling for Smart Self-Healing Electric Microgrid," in IEEE IAS Annual Meeting, Portland, USA, Sep 2018.

[28]

A. Ahmed and M. Khalid, “An Intelligent Method for Very-Short Range Multi-Step Wind Power Forecasting,” in Proc. of the 10th IEEE PES Asia-Pacific Power and Energy Engineering Conference 2018 (APPEEC), Kota Kinabalu, Sabah, Malaysia, October 2018.

[27]

U. Akram and M. Khalid, “Residential Demand Side Management in Smart Grid Paradigm,” in Proc. of the 10th IEEE PES Asia-Pacific Power and Energy Engineering Conference 2018 (APPEEC), Kota Kinabalu, Sabah, Malaysia, October 2018.

[26]

M. Abdulgalil, A. Alsayed, M. Khalid, and I. Elamin “Optimal Dispatch of Distributed Generation Units, Wind Farms and Energy Storage Systems,” in Proc. of the 10th IEEE PES Asia-Pacific Power and Energy Engineering Conference 2018, Kota Kinabalu, Sabah, Malaysia, October 2018.

[25]

M. Abdulgalil, A. Amin and M. Khalid, “Optimal Sizing, Allocation, Dispatch and Power Flow of Energy Storage Systems Integrated with Distributed Generation Units and a Wind Farm,” in Proc. of the 10th IEEE PES Asia-Pacific Power and Energy Engineering Conference 2018 (APPEEC), Kota Kinabalu, Sabah, Malaysia, October 2018.

[24]

H. Abdellatif, M. AlMuhaini and M. Khalid, “Reliability Analysis of an Integrated PV System Using Markovian Modeling,” in Proc. of the 10th IEEE PES Asia-Pacific Power and Energy Engineering Conference 2018 (APPEEC), Kota Kinabalu, Sabah, Malaysia, October 2018.

[23]

S. Ahmed, M. Khalid, and U. Akram. "A method for short-term wind speed time series forecasting using Support Vector Machine Regression Model," In 2017 6th International Conference on Clean Electrical Power (ICCEP), pp. 190-195, IEEE, 2017.

[22]

S. Shafiq, M. A. Aslam, M. Khalid, A. Raza, and U. Akram,  "Implementation of Electric Drive System Using Induction Motor for Traction Applications," In 2017 6th International Conference on Clean Electrical Power (ICCEP), pp. 673-677, IEEE, 2017.

[21]

U. Akram, M. Khalid, and S. Shafiq, “An Advanced Control Strategy for Magnetic Levitation Train System Based on an Online Adaptive PID Controller." In 2017 9th IEEE-GCC Conference and Exhibition (GCCCE), Manama, Bahrain, 2017.

[20]

U. Akram, M. Khalid, and S. Shafiq. "Optimizing a Grid-Connected Micro-Grid with Optimal Renewable Generation and Battery Energy Storage." In 2017 9th IEEE-GCC Conference and Exhibition (GCCCE), Manama, Bahrain, 2017.

[19]

U. Akram, M. Khalid and S. Shafiq, “On Sizing of Standalone Hybrid Wind/Solar/Battery Micro-grid System,” In: International Conference on Renewable Energies and Power Quality (ICREPQ’17), Malaga, Spain, 4-6 April 2017.

[18]

A. Ahmed, and M. Khalid, "A Nonlinear Autoregressive Neural Network Model for Short-Term Wind Forecasting," In 2017 9th IEEE-GCC Conference and Exhibition (GCCCE), Manama, Bahrain, 2017.

[17]

S. Sakkaf, M. Kassas, and M. Khalid, "The Effect of Ambient Temperature on the Power Output of 5kW Photovoltaic Solar Power System", in Proceedings of the International Conference on Sustainability in Energy and Buildings, Chania, Greece, July 2017.

[16]

A. Ahmed and M. Khalid, "Multi-step Ahead Wind Forecasting Using Nonlinear Autoregressive Neural Networks", in Proceedings of the International Conference on Sustainability in Energy and Buildings, Chania, Greece, July 2017.

[15]

M. Khalid, A. V. Savkin, and V. G. Agelidis, “A Method for Minimizing Energy Cost In a Microgrid with Hybrid Renewable Power Generation Using Controlled Battery Energy Storage,” in IEEE 35th Chinese Control Conference (CCC), pp. 8596-8600. IEEE, July 2016.

[14]

M. Khalid, A. V. Savkin, and V. G. Agelidis, “An adaptive control algorithm for wind power dispatch using a battery energy storage system,” in Proceedings of the IEEE Multi-Conference on Systems and Control (MSC), Sydney, Australia, Sep 2015.

[13]

M. Khalid, A. V. Savkin, and V. G. Agelidis, “Optimization of a power system consisting of wind and solar power plants and battery energy storage for optimal matching of supply and demand,” in Proceedings of the IEEE Multi-Conference on Systems and Control (MSC), Sydney, Australia, September 2015.

[12]

M. Khalid, A. V. Savkin, and V. G. Agelidis, “Maximizing the income for wind power plant integrated with a battery energy storage system using dynamic programming,” in Proceedings of the 10th Asian Control Conference (ASCC), Kota Kinabalu, Malaysia, June 2015.

[11]

M. Khalid, A. V. Savkin, and V. G. Agelidis, “Optimal hybrid wind-solar system for matching renewable power generation with demand,” accepted for publication in 11th IEEE International Conference on Control & Automation (IEEE ICCA 2014), Taichung, Taiwan, June 2014.

[10]

A. Khatamianfar, M. Khalid, A. V. Savkin, and V. G. Agelidis, “Power generation dispatch improvement with battery energy storage using model predictive control,” in Proceedings of the IEEE Multi-conference on Systems and Control, Dubrovnik, Croatia, 2012.

[9]

M. Khalid and A. V. Savkin, “Model predictive control of distributed and aggregated battery energy storage system for capacity optimization,” in Proceedings of the 9th IEEE International Conference on Control & Automation, Chile, pp. 521-526, Dec 2011.

[8]

M. Khalid and A. V. Savkin, “Optimization and control of a distributed battery energy storage system for wind power smoothing,” in Proceedings of the 19th Mediterranean Conference on Control and Automation, Greece, pp. 39–43, 2011.

[7]

M. Khalid and A. V. Savkin, “Model predictive control of wind energy storage system for frequency regulation,” in Proceedings of the International Conference on Sustainability in Energy and Buildings, Brighton, UK, May 2010.

[6]

M. Khalid and A. V. Savkin, “Direction dependent power curves for wind power prediction: a case study,” in Proceedings of the International Conference on Sustainability in Energy and Buildings, Brighton, UK, May 2010.

[5]

M. Khalid and A. V. Savkin, “Model predictive control based efficient operation of battery energy storage system for primary frequency control,” in Proceedings of the 11th International Conference on Control, Automation, Robotics and Vision (ICARCV 2010), Singapore, pp. 2248-2252, Dec 2010.

[4]

M. Khalid and A. V. Savkin, “Development of short-term prediction system for wind power generation based on multiple observation points,” in Proceedings of the International Conference on Sustainability in Energy and Buildings, Brighton, UK, Apr 2009.

[3]

M. Khalid and A. V. Savkin, “Model predictive control for wind power generation smoothing with controlled battery storage,” in Proceedings of the 48th IEEE Conference on Decision and Control (CDC/CCC), Shanghai, China, pp. 7849-7853, Dec 2009.

[2]

M. Khalid and A. V. Savkin, “Adaptive filtering based short-term wind power prediction with multiple observation points,” in Proceedings of the 7th International Conference on Control and Automation, Christchurch, New Zealand, pp. 1547-1552, 2009.

[1]

H. B. Ahmad and M. Khalid, “Parameter estimation based fault diagnosis in dynamical systems,” in Proceedings of IEEE Conference on Engineering of Intelligent Systems (ICEIS 2006), Islamabad, Pakistan, pp. 1-6, Apr 2006.

 

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