簡易檢索 / 詳目顯示

研究生: 周子傑
Chou, Tzu-Chieh
論文名稱: 雙向模組化併網型多階層轉換器
Bi-Directional Grid-Connected Modular Multilevel Converters
指導教授: 吳財福
Wu, Tsai-Fu
口試委員: 潘晴財
Pan, Ching-Tsai
鄭博泰
Cheng, Po-Tai
朱家齊
Chu, Chia-Chi
陳建富
Chen, Jiann-Fuh
林法正
Lin, Faa-Jeng
學位類別: 博士
Doctor
系所名稱: 電機資訊學院 - 電機工程學系
Department of Electrical Engineering
論文出版年: 2020
畢業學年度: 108
語文別: 英文
論文頁數: 122
中文關鍵詞: 雙向模組化多階層轉換器直接數位控制分切合整技術市電併網整流模式模組故障容忍與排除機制電感值變化模組電容電壓穩壓直流鏈電容電壓穩壓與平衡控制串列通訊直流微電網系統
外文關鍵詞: modular multilevel converters, direct digital control, division-summation (D-Σ) processes, grid connection, rectification, fault-tolerance control, inductance variation, cell-voltage regulation, dc-bus voltage regulation and balancing, serial communication interface, dc micro-grid system
相關次數: 點閱:2下載:0
分享至:
查詢本校圖書館目錄 查詢臺灣博碩士論文知識加值系統 勘誤回報
  • 本論文提出一種應用於高壓直流微電網系統中,可容許寬廣感值變化之直接數位控制雙向模組化多階層轉換器,主要功能為市電併網、整流模式以及模組故障容忍與排除機制。在市電正常運轉時,雙向轉換器執行市電併網模式或是整流模式。當直流鏈電壓高於參考命令時,雙向轉換器操作在市電併網模式,把過多的電能從直流鏈端饋入(賣電)市電端。相反地,如果直流鏈電壓低於參考命令時,雙向轉換器將會切換至整流模式,由市電端饋入(買電)電能以補償直流鏈端。因此,直流鏈電壓能夠穩定地供給直流負載使用。所提出之直接數位控制法,是將一切換週期內電感電流因激磁與去磁產生之變化量分開求取,之後加總起來進而推導出電流追蹤控制法則。此種公式推導方式,能夠克服傳統abc轉dq軸的一些侷限,例如像是在三相市電不平衡且帶有高諧波成份及電感值隨著電流大小而變動的情況下,採用直接數位控制法,可以納入以上這些變化量,並且能夠精準地追蹤弦波電流命令。更重要的是,在考慮電感值變化之後,鐵芯的體積大小能夠大幅的縮小,進而提高功率密度。
    接著,模組電容電壓穩壓控制使用了電荷平衡原理。利用電荷平衡原理,可以推導出一個責任比率的小變動量,以控制電感電流流入模組電容的量,進而做到電容電壓調節。當模組電容電壓還未達到參考電壓值時,採用瞬間值電壓穩壓法,此種做法可以加速模組電容電壓的穩壓速度。當模組電容電壓已經穩至接近參考電壓值時,改用移動窗電壓平均法,以使責任比率的小變動量趨近於零,減少對電流追蹤的失真和達到良好的穩壓效果。
    為了使雙向轉換器能用在直流微電網系統中,使用了直流鏈電容電壓穩壓與平衡控制法,此方法同樣採用了電荷平衡原理。此外,為了能夠精準的穩壓,使用了一市電週期移動窗電壓平均法,把一市電週期內所要補償之電壓轉換成參考電流命令,並透過中央控制器,經由串列通訊的方式,傳送給三相電路的區域控制器,以達到均流的效果。
    此外本論文所採用的架構為模組化多階層架構。為了確保在單一或數個模組發生故障下還能夠正常持續運作,雙向轉換器此時會執行模組故障容忍與排除機制。在發生模組故障的過程中,拔除故障之模組並且能夠不影響輸出電流波型且低失真。等待故障排除之後,插入事先已預備好之新模組;在回插的過程中,藉由模組電容電壓估測法,可以成功地讓其它正常運作之模組估測到新模組電容充電電壓。如此一來,可以讓輸出電流能夠維持弦波波形輸出且低失真。本論文提出之控制方法,已經由Matlab以及雙向模組化多階層轉換器的測試結果得到驗證,並且也跟其他直流微電網系統電路整合測試成功。
    本論文的主要貢獻如下:
    所提出的電流追蹤控制法可納入寬感值變化以及容忍市電諧波與不平衡,且跟傳統控制法相比,推導過程較簡易。
    根據模組電壓範圍適當的選取,可以使模組電壓操作在不同的電壓值。此方法能夠做為太陽能最大功率追蹤器使用。
    所提出之模組電壓估測演算法,可以精準地估測新模組預充電壓值並把得到的電壓估測值納入控制法中。如此一來,能夠成功地實現無縫模組回插。在分散式控制系統上,能夠大幅地減少電壓感測器數目,進而降低整體電路成本。

    關鍵字: 雙向模組化多階層轉換器、直接數位控制、分切合整技術、市電併網、整流模式、模組故障容忍與排除機制、電感值變化、模組電容電壓穩壓、直流鏈電容電壓穩壓與平衡控制、串列通訊、直流微電網系統。


    This dissertation presents a direct digital control for bi-directional modular multilevel converters (MMCs) with wide inductance variation in high voltage dc micro-grid systems. The main functions of the bi-directional converters are grid connection, rectification and module fault tolerance. If ac grid works normally, the bi-directional converters are operated in both grid-connected and rectification modes. When dc-bus voltage is higher than the reference command, the bi-directional converters will be operated in grid-connected mode to transfer excessive power from dc bus to ac grid (sale power); on the contrary, when the dc-bus voltage is lower than the reference command, the bi-directional converters will switch to rectification mode and transfer power from ac grid to dc bus (buy power). Therefore, the dc-bus voltage can supply dc loads stably. The proposed direct digital control first obtains inductor-current variations separately due to inductor magnetization and demagnetization characteristics and then summarizes them to derive current-tracking control laws directly, which can overcome limitations of conventional abc-to-dq frame transformation. The proposed control laws can take into account three-phase grid voltage imbalance with high harmonic voltages and inductance values varying with inductor current. Additionally, inductor current commands can be tracked precisely. Most importantly, volume of inductor core can be reduced significantly after taking into account inductance variation. It can be effective to increase power density.
    Next, the charge-balancing principle is adopted for cell-voltage regulation control. After using this control, a small duty ratio can be derived to adjust the current flowing through the module capacitors, thus regulating the cell voltage. If the cell voltage is far away from the reference command, an instantaneous-value voltage regulation method is adopted as a regulation strategy. This kind of strategy can speed up cell-voltage regulation. When the cell voltage is close to the reference command, it will be changed to moving-average voltage regulation strategy. With this strategy, a small duty ratio can be very close to zero. Therefore, it can achieve a smooth cell-voltage regulation with minimum current distortion.
    In order to apply to dc micro-grid systems, dc-bus voltage regulation and balancing controls are introduced to a bi-directional converter. The control method again uses the charge-balancing principle. For the sake of regulating cell voltages precisely, a one line-cycle moving-average voltage regulation approach is used as control strategy. To transfer the compensation voltage into reference current command over one line cycle, and then to broadcast the reference current command from central controller to three-phase local controllers, the optical fibers and serial communication interface (SCI) technique are introduced to the circuits. It can be effective to achieve current-sharing control.
    Moreover, to ensure the system works normally under single or a number of cell-modules fault, the bi-directional converter should be able to immediately execute module fault-tolerance control. The output current will not be influenced and be lowly distorted when unplugging the faulty cell modules. After faults are eliminated, the redundant cell module will be plugged into the system. By cell-voltage estimation method, other normal cell modules can be effective to estimate the new cell-module’s charging voltage in the process of plugging. By this reason, the output currents can still remain sinusoidal waveform with low distortion. The proposed methods have been verified by Matlab and an MMC system. Moreover, it can also be integrated into the dc micro-grid system.
    The main contributions of this dissertation are briefly presented as follows:
    The proposed current-tracking control laws can accommodate wide inductance variation and take into account grid harmonic voltages and imbalances. In addition, the derivation of current-tracking control laws is much easier than the conventional method with abc-to-dq frame transformation.
    Cell voltages can be regulated at different reference values by selecting an appropriate cell-voltage range. This control can be used in maximum photovoltaic-panel power tracking applications.
    With the proposed cell-voltage estimation algorithm, the new cell precharging voltage can be accurately estimated and taken into account to the control law. It can be successful to achieve seamless new cell module plug-in. With a distributed control, the number of cell-voltage sensors can be reduced significantly to save whole system cost.

    Keywords: Modular multilevel converters, direct digital control, division-summation (D-Σ) processes, grid connection, rectification, fault-tolerance control, inductance variation, cell-voltage regulation, dc-bus voltage regulation and balancing, serial communication interface, dc micro-grid system.

    ACKNOWLEDGMENTS i 中文摘要 iii ABSTRACT v TABLE OF CONTENTS viii LIST OF FIGURES xi LIST OF TABLES xvi CHAPTER 1 INTRODUCTION 1 1.1 Background and Motivation 1 1.2 Review of Previous Work 3 1.2.1 Circuit Structure Review 3 1.2.2 Control Approach Review 9 1.3 Dissertation Outline 11 CHAPTER 2 DIRECT DIGITAL CONTROL WITH D-Σ PROCESSES 14 2.1 Cell-Module Structure and Operating Principle 14 2.2 Inductor-Current Command Determination 17 2.3 Control-Law Derivation with D-Σ Processes 19 2.3.1 MMC-3ϕ4W-DSCC 20 2.3.2 MMC-3ϕ3W-DSCC 22 2.4 Modified Inductor-Current Commands and Control Laws with Practical Consideration 40 2.4.1 Inductor-Current Command 40 2.4.2 Current-Tracking Control Law 42 2.5 Simulated and Experimental Results 44 2.6 Summary 56 CHAPTER 3 VOLTAGE REGULATION AND BALANCING 58 3.1 Cell-Voltage Regulation 58 3.1.1 Cell-Voltage Range 60 3.1.2 Small Duty Ratio Boundary 62 3.2 Dc-Bus Voltage Regulation and Balancing 62 3.3 Simulated and Experimental Results 68 3.4 Summary 72 CHAPTER 4 FAULT-TOLERANCE MECHANISM WITH HOT-SWAP PROCESSES 74 4.1 Circuit Configuration for Hot-Swap Technique 74 4.2 Flowchart and Timing Sequence for Fault-Tolerance Mechanism 76 4.2.1 Unplug under Module Fault 78 4.2.2 Plug-in for Recovery 80 4.3 Simulated and Experimental Results 84 4.4 Summary 94 CHAPTER 5 SYSTEM CONTROLLERS 95 5.1 Controller Configurations 96 5.1.1 Centralized Controller 96 5.1.2 Distributed Controller 98 5.2 Applications to DC Micro-grid Systems 102 5.3 Summary 108 CHAPTER 6 CONCLUSIONS AND FUTURE RESEARCHES 109 6.1 Conclusions 109 6.2 Future Researches 111 References 113 VITA 120 PUBLICATIONS 120

    [1] Comparison between the amount of solar energy absorbed by the Earth in one year and the fossil fuel recoverable reserves, from Arthur Marronnier. (Website : https://www.researchgate.net/figure/1-Comparison-between-the-amount-ofsolar-energy absorbed-by-the-Earth-in-one-year-and_fig3_329413496)
    [2] The percentages of fossil fuel and renewable energy in 2007 and 2017. (Website: https://www.explainthatstuff.com/powerplants.html)
    [3] A. Hintz, U. R. Prasanna and K. Rajashekara, "Comparative Study of the Three-Phase Grid-Connected Inverter Sharing Unbalanced Three-Phase and/or Single-Phase systems," in IEEE Transactions on Industry Applications, vol. 52, no. 6, pp. 5156-5164, Nov.-Dec. 2016.
    [4] M. Nauman and A. Hasan, "Efficient Implicit Model-Predictive Control of a Three-Phase Inverter With an Output LC Filter," in IEEE Transactions on Power Electronics, vol. 31, no. 9, pp. 6075-6078, Sept. 2016.
    [5] X. Guo, "Three-Phase CH7 Inverter With a New Space Vector Modulation to Reduce Leakage Current for Transformerless Photovoltaic Systems," in IEEE Journal of Emerging and Selected Topics in Power Electronics, vol. 5, no. 2, pp. 708-712, June 2017.
    [6] Y. Zhou, W. Huang and F. Hong, "Single-Phase Input Variable-Speed AC Motor System Based on an Electrolytic Capacitor-Less Single-Stage Boost Three-Phase Inverter," in IEEE Transactions on Power Electronics, vol. 31, no. 10, pp. 7043-7052, Oct. 2016.
    [7] X. Guo, R. He, J. Jian, Z. Lu, X. Sun and J. M. Guerrero, "Leakage Current Elimination of Four-Leg Inverter for Transformerless Three-Phase PV Systems," in IEEE Transactions on Power Electronics, vol. 31, no. 3, pp. 1841-1846, March 2016.
    [8] J.-S. Lai and F. Z. Peng, "Multilevel converters - A new breed of power converters", IEEE Transactions on Industry Applications, Vol. 32, No. 3, May/June 1996, pp. 509-517.
    [9] E. Behrouzian, M. Bongiorno, and H. Z. De La Parra, “An overview of multilevel converter topologies for grid connected applications,” in Proc. 15th EPE Appl. Conf., 2013, pp. 1-10.
    [10] S. Kouro, M. Malinowski, et al., “Recent advances and industrial applications of multilevel converters,” IEEE Trans. Ind. Electron., Vol. 57, no. 8, Aug. 2010, pp. 2553-2580.
    [11] P. Ladoux, N. Serbia, L. Rubino, and P. Marino, “Comparative study of variant topologies for MMC,” in Proc. Int. Symp. Power Electron., Elect. Drives, Autom. Motion (SPEEDAM), Ischia, Italy, Jun. 2014, pp. 659-664.
    [12] M. Carpaneto, M. Marchesoni, and L. Vaccaro, “A new cascaded multilevel converter based on NPC cells,” in Proc. IEEE ISIE, Jun. 2007, pp. 1033-1038.
    [13] A. Nabae, I. Takahashi, and H. Akagi, “A new neutral-point-clamped PWM inverter”, IEEE Trans. Ind. Appl., Vol 17, no. 5, September, 1981, pp. 518-523.
    [14] J. Rodrigues, S. Bernet, J. O. Pontt and, S. Kouro, "Multilevel voltage sources converter topology for industrial medium voltage drives", IEEE Trans. Industrial Electronics, Vol.54, No. 6, Dec. 2007, pp. 2930-2945.
    [15] H. Shaojun, L. Mathe, and R. Teodorescu, "A new method to implement resampled uniform PWM suitable for distributed control of modular multilevel converters," in proc. of IECON 2013 - 39th Annual Conference of the IEEE, 2013, pp. 228-233.
    [16] V. Najmi, M. N. Nazir, and R. Burgos, "A new modeling approach for modular multilevel converter (MMC) in D-Q frame" in Proc. of IEEE Applied Power Electronics Conference and Exposition, 2015, pp. 2710-2717.
    [17] R. Marquardt and A. Lesnicar, “A new modular voltage source inverter topology,” in Proc. of Rec. Eur. Conf. Power Electr. Appl., France, 2003.
    [18] H. Akagi, "Classification, terminology, and application of the modular multilevel cascade converter (MMCC)," IEEE Transactions on Power Electronics, vol. 26, no. 11, pp. 3119-3130, Nov. 2011.
    [19] J. I. Y. Ota, Y. Shibano and H. Akagi, "Low-voltage-ride-through (LVRT) capability of a phase-shifted-PWM STATCOM using the modular multilevel cascade converter based on single-star bridge-cells (MMCC-SSBC)," in Proc. 2013 IEEE Energy Conversion Congress and Exposition, 2013, pp. 3062-3069.
    [20] J. I. Y. Ota, T. Sato and H. Akagi, "Enhancement of performance, availability, and flexibility of a battery energy storage system based on a modular multilevel cascaded converter (MMCC-SSBC)," IEEE Transactions on Power Electronics, vol. 31, no. 4, pp. 2791-2799, April 2016.
    [21] L. Maharjan, T. Tajyuta, A. Suzuki, A. Toba, Y. Matsumoto, and H. Akagi, "Control of a transformerless STATCOM based on the MMCC-SDBC (modular multilevel cascade converter — single-delta bridge-cells),"in Proc. 2017 19th European Conference on Power Electronics and Applications (EPE'17 ECCE Europe), 2017, pp. P.1-P.9.
    [22] M. Hagiwara, R. Maeda and H. Akagi, "control and analysis of the modular multilevel cascade converter based on double-star chopper-cells (MMCC-DSCC)," IEEE Transactions on Power Electronics, vol. 26, no. 6, pp. 1649-1658, June 2011.
    [23] I. R. F. M. P. da Silva, C. Brandão Jacobina and A. C. Oliveira, "Single-phase ac–ac double-star chopper cells (DSCC) converter without common dc-link capacitor," IEEE Transactions on Industry Applications, vol. 51, no. 6, pp. 4642-4652, Nov.-Dec. 2015.
    [24] F. Rong, X. Gong, X. Li and S. Huang, "A New Voltage Measure Method for MMC Based on Sample Delay Compensation," in IEEE Transactions on Power Electronics, vol. 33, no. 7, pp. 5712-5723, July 2018.
    [25] J. Lyu, X. Cai and M. Molinas, "Optimal Design of Controller Parameters for Improving the Stability of MMC-HVDC for Wind Farm Integration," in IEEE Journal of Emerging and Selected Topics in Power Electronics, vol. 6, no. 1, pp. 40-53, March 2018.
    [26] S. Yang, Y. Tang and P. Wang, "Distributed Control for a Modular Multilevel Converter," in IEEE Transactions on Power Electronics, vol. 33, no. 7, pp. 5578-5591, July 2018.
    [27] A. The, C. Bruening and S. Dieckerhoff, "CAN-based distributed control of a MMC optimized for low number of submodules," 2015 IEEE Energy Conversion Congress and Exposition (ECCE), Montreal, QC, 2015, pp. 1590-1594.
    [28] B. Fan, Y. Li, K. Wang, Z. Zheng and L. Xu, "Hierarchical System Design and Control of an MMC-Based Power-Electronic Transformer," in IEEE Transactions on Industrial Informatics, vol. 13, no. 1, pp. 238-247, Feb. 2017.
    [29] S. Cui, H.-J. Lee, J.-J Jung, Y. Lee and S.-K. Sul, "A Comprehensive AC-Side Single-Line-to-Ground Fault Ride Through Strategy of an MMC-Based HVDC System," in IEEE Journal of Emerging and Selected Topics in Power Electronics, vol. 6, no. 3, pp. 1021-1031, Sept. 2018.
    [30] Y. Wang, W. Wen, C. Zhang, Z. Chen and C. Wang, "Reactor Sizing Criterion for the Continuous Operation of Meshed HB-MMC-Based MTDC System Under DC Faults," in IEEE Transactions on Industry Applications, vol. 54, no. 5, pp. 5408-5416, Sept.-Oct. 2018.
    [31] X. Han, W. Sima, M. Yang, L. Li, T. Yuan and Y. Si, "Transient Characteristics Under Ground and Short-Circuit Faults in a ±500 kV MMC-Based HVDC System With Hybrid DC Circuit Breakers," in IEEE Transactions on Power Delivery, vol. 33, no. 3, pp. 1378-1387, June 2018.
    [32] F. Rong, X. Gong and S. Huang, "A Novel Grid-Connected PV System Based on MMC to Get the Maximum Power Under Partial Shading Conditions," in IEEE Transactions on Power Electronics, vol. 32, no. 6, pp. 4320-4333, June 2017.
    [33] M. Jankovic, A. Costabeber, A. Watson and J. C. Clare, "Arm Balancing Control and Experimental Validation of a Grid Connected MMC with Pulsed DC Load," in IEEE Transactions on Industrial Electronics, vol. PP, no. 99, Jun. 2017, pp. 1-1.
    [34] M. Hagiwara, R. Maeda, and H. Akagi, “Control and analysis of the modular multilevel cascade converter based on double-star chopper-cells (MMCC-DSCC)”, IEEE Trans. Power Electronics, Vol. 26, no. 6, Jun. 2011, pp 1649-1658.
    [35] B. Li, S. Shi, B. Wang, G. Wang, W. Wang and D. Xu, "Fault Diagnosis and Tolerant Control of Single IGBT Open-Circuit Failure in Modular Multilevel Converters," in IEEE Transactions on Power Electronics, vol. 31, no. 4, pp. 3165-3176, April 2016.
    [36] K. Li, L. Yuan, Z. Zhao, S. Lu and Y. Zhang, "Fault-Tolerant Control of MMC With Hot Reserved Submodules Based on Carrier Phase Shift Modulation," in IEEE Transactions on Power Electronics, vol. 32, no. 9, pp. 6778-6791, Sept. 2017.
    [37] J. Wang, H. Ma and Z. Bai, "A Submodule Fault Ride-Through Strategy for Modular Multilevel Converters With Nearest Level Modulation," in IEEE Transactions on Power Electronics, vol. 33, no. 2, pp. 1597-1608, Feb. 2018.
    [38] Z. Wang, A. Zhang, H. Zhang and Z. Ren, "Control Strategy for Modular Multilevel Converters With Redundant Sub-modules Using Energy Reallocation," in IEEE Transactions on Power Delivery, vol. 32, no. 3, pp. 1556-1564, June 2017.
    [39] B. Li, Y. Zhang, R. Yang, R. Xu, D. Xu and W. Wang, "Seamless Transition Control for Modular Multilevel Converters When Inserting a Cold-Reserve Redundant Submodule," in IEEE Transactions on Power Electronics, vol. 30, no. 8, pp. 4052-4057, Aug. 2015.
    [40] P.-H. Wu and P.-T. Cheng, "A Fault-Tolerant Control Strategy for the Delta-Connected Cascaded Converter," in IEEE Transactions on Power Electronics, vol. 33, no. 12, pp. 10946-10953, Dec. 2018.
    [41] P. Tu, S. Yang and P. Wang, "Reliability- and Cost-Based Redundancy Design for Modular Multilevel Converter," in IEEE Transactions on Industrial Electronics, vol. 66, no. 3, pp. 2333-2342, March 2019.
    [42] T.-F. Wu, C.-H. Chang, L.-C. Lin, Y.-C. Chang and Y.-R. Chang, “Two-phase modulated digital control for three-phase bi-directional inverter with wide inductance variation,” IEEE Trans. on Power Electron., Vol. 28, April 2013, pp. 1598–1607.
    [43] T.-F. Wu, C.-H. Chang, L.-C. Lin, G.-R. Yu and Y.-R. Chang, “A D-Σ Digital Control for Three-Phase Inverter to Achieve Active and Reactive Power Injection,” IEEE Trans. on Power Electron., Vol. 61, no. 8, Aug. 2014, pp. 3879-3890.
    [44] T. F. Wu, H. C. Hsieh, C. W. Hsu and Y. R. Chang, "Three-Phase Three-Wire Active Power Filter With D-Σ Digital Control to Accommodate Filter-Inductance Variation," in IEEE Journal of Emerging and Selected Topics in Power Electronics, vol. 4, no. 1, pp. 44-53, March 2016.
    [45] A. M. Hava, R. J. Kerkman and T. A. Lipo, "Simple analytical and graphical methods for carrier-based PWM-VSI drives," IEEE Transactions on Power Electronics, vol. 14, no. 1, pp. 49-61, Jan. 1999.
    [46] S. Kiranyaz, A. Gastli, L. Ben-Brahim, N. Al-Emadi and M. Gabbouj, "Real-Time Fault Detection and Identification for MMC Using 1-D Convolutional Neural Networks," in IEEE Transactions on Industrial Electronics, vol. 66, no. 11, pp. 8760-8771, Nov. 2019.
    [47] D. Zhou, H. Qiu, S. Yang and Y. Tang, "Submodule Voltage Similarity-Based Open-Circuit Fault Diagnosis for Modular Multilevel Converters," in IEEE Transactions on Power Electronics, vol. 34, no. 8, pp. 8008-8016, Aug. 2019.
    [48] R. Picas, J. Zaragoza, J. Pou and S. Ceballos, "Reliable Modular Multilevel Converter Fault Detection With Redundant Voltage Sensor," in IEEE Transactions on Power Electronics, vol. 32, no. 1, pp. 39-51, Jan. 2017.
    [49] W. Zhou, J. Sheng, H. Luo, W. Li and X. He, "Detection and Localization of Submodule Open-Circuit Failures for Modular Multilevel Converters With Single Ring Theorem," in IEEE Transactions on Power Electronics, vol. 34, no. 4, pp. 3729-3739, April 2019.
    [50] F. Deng, Z. Chen, M. R. Khan and R. Zhu, "Fault Detection and Localization Method for Modular Multilevel Converters," in IEEE Transactions on Power Electronics, vol. 30, no. 5, pp. 2721-2732, May 2015.
    [51] S. Shao, P. W. Wheeler, J. C. Clare and A. J. Watson, "Fault Detection for Modular Multilevel Converters Based on Sliding Mode Observer," in IEEE Transactions on Power Electronics, vol. 28, no. 11, pp. 4867-4872, Nov. 2013.
    [52] Q. Yang, J. Qin and M. Saeedifard, "Analysis, Detection, and Location of Open-Switch Submodule Failures in a Modular Multilevel Converter," in IEEE Transactions on Power Delivery, vol. 31, no. 1, pp. 155-164, Feb. 2016.

    QR CODE