微電網多功能功率調節系統之智慧型控制設計與應用

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姓名

詹詠竣(Yung-Chun Chan) 查詢紙本館藏

畢業系所

電機工程學系

論文名稱

微電網多功能功率調節系統之智慧型控制設計與應用
(Design of Intelligent Control and Application of Multi-Functional Power Conditioning System for Microgrid)

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摘要(中)

一般功率調節系統(Power Conditioning System, PCS)的主要功能為改善微電網系統(Microgrid, MG)之穩定性與負載平衡性，本文設計一多功能功率調節系統，除具有一般功率調節策略外也具有電壓補償之功能，當發生電力事件時可有效改善負載電力品質。另外，由於電力系統之動態特性，本文提出一智慧型控制法稱為模糊派翠類神經網路，藉由模糊推論可有效處理不確定資訊，再利用派翠網路之故障辨識能力搭配類神經網路的線上學習法則，最後結合雙二階廣義積分器，以此改善傳統比例積分控制器的應用於系統上的響應結果。
本文透過MATLAB SIMULINK模擬所提出之系統架構與控制法，並比較傳統PI控制與本文提出之模糊派翠類神經網路應用於本文系統上響應結果的差異。此外，利用OPAL-RT即時模擬器搭配數位訊號處理器所建構之之硬體迴圈測試環境，觀察智慧型控制法在即時響應結果上的差異，並進一步驗證本文系統之可行性。最後，由實驗結果證實本文提出之多功能功率調節系統能夠有效改善負載端之電力品質與穩定性。

摘要(英)

The main function of conventional Power Conditioning System(PCS) is to improve the Microgrid (MG) stability and load balance. This paper design a Multi-functional Power Conditioning System(MFPCS), it has not only the conventional power conditioning strategy, but also the voltage compensation function which can improve the power quality of load. Beside, because the dynamic characteristic of power system, this paper propose the intelligent controller called Fuzzy Neural Petri Net (FNPN), which can effectively processing uncertain situation by fuzzy inference, identify system fault with petri net and neural network online learning algorithm, combine the dual sequence order generalized integrator to improve system response control by the traditional Proportional Integral(PI) controller.
This paper use MATLAB SIMULINK simulate the proposed system construct and control method, compare response difference with PI and FNPN control. Beside, this paper also use HIL environment by OPAL-RT and digital signal processer to experiment real time response, verify system feasibility proposed in this paper. Finally, the experimental results confirm that the multi-functional power conditioning system proposed in this paper can effectively improve the power quality and stability of the load.

關鍵字(中)

★ 電力品質
★ 多功能控制
★ 功率調節系統
★ 模糊派翠類神經

關鍵字(英)

★ Power quality
★ Multi-Functional Control
★ Power Conditioning System
★ Fuzzy Neural Petri Net

論文目次

目錄
論文摘要 I
Abstract II
致謝 III
目錄 IV
圖目錄 VIII
表目錄 XIV
第一章緒論 1
1-1 研究動機與目的 1
1-2 文獻探討 1
1-3 論文大綱 3
第二章電力品質事件定義與現行規範 4
2-1 電壓驟降與驟升 4
2-2 電壓閃爍 6
2-3 電壓諧波汙染 8
2-4 三相電壓不平衡 10
2-5 電力中斷 12
第三章多功能功率調節系統架構與控制法 16
3-1系統簡介 16
3-2系統硬體架構 16
3-3多功能功率調節系統介紹 18
3-3-1功率調節系統 19
3-3-2電壓補償工作原理 19
3-3-3本文系統模式與工作原理 20
3-4補償策略 22
3-4-1驟降前補償(Pre-sag Compensation) 22
3-4-2同相位補償(In-phase Compensation) 24
3-4-3能量最小化補償(Energy Minimized Compensation) 25
3-5電壓相位偵測技術 26
3-5-1同步參考座標鎖相迴路 26
3-5-2電網電壓相序分析 28
3-5-3雙二階廣義積分鎖相法 30
3-6控制策略與方法 31
3-6-1直流鏈電壓控制 32
3-6-2功率調節模式控制 33
3-6-3電壓補償模式控制 34
3-6-4不斷電系統模式控制 36
3-6-5模式切換流程 37
3-7模糊派翠類神經網路 38
3-7-1模糊控制理論 39
3-7-2派翠網路 43
3-7-3模糊派翠類神經網路架構 44
3-7-4模糊派翠類神經網路之線上學習法則 48
第四章系統模擬與實驗結果 51
4-1本文系統模擬環境建置 51
4-2系統直流鏈電壓控制分析 52
4-3本文系統模式控制響應分析與比較 54
4-3-1功率調節模式控制 55
4-3-2 Case1三相電壓驟降 57
4-3-3 Case2三相電壓驟升 59
4-3-4 Case3三相電壓不平衡 62
4-3-5 Case4電壓閃爍 64
4-3-6 Case5電壓諧波汙染 67
4-3-7 Case6電源端電力中斷 70
第五章硬體迴圈架構及系統驗證結果 73
5-1硬體迴圈測試介紹 73
5-1-1即時模擬系統簡介 73
5-1-2 OP4510硬體 75
5-1-3 RT-LAB軟體 77
5-1-4數位訊號處理器 78
5-2硬體迴圈測試環境 79
5-3硬體迴圈驗證結果 82
5-3-1 Case1三相電壓驟降 83
5-3-2 Case2三相電壓驟升 87
5-3-3 Case3三相電壓不平衡 90
5-3-4 Case4電壓閃爍 93
5-3-5 Case5電壓諧波汙染 96
5-3-6 Case6電源端電力中斷 99
第六章結論與未來研究方向 102
6-1結論 102
6-2未來研究方向 102
參考文獻 104

參考文獻

[1] N. Abas, S. Dilshad, A. Khalid, M. S. Saleem and N. Khan, "Power Quality Improvement Using Dynamic Voltage Restorer," in IEEE Access, vol. 8, pp. 164325-164339, 2020.
[2] 李家璽，應用於微電網系統之抗干擾串聯式主動電力濾波器設計，國立中央大學電機工程學系碩士論文，中華民國108年6月。
[3] J. H. Woo, L. Wu, S. M. Lee, J. -B. Park and J. H. Roh, "D-STATCOM d-q Axis Current Reference Control Applying DDPG Algorithm in the Distribution System," in IEEE Access, vol. 9, pp. 145840-145851, 2021.
[4] V. Khadkikar and A. Chandra, "A Novel Structure for Three-Phase Four-Wire Distribution System Utilizing Unified Power Quality Conditioner (UPQC)," in IEEE Transactions on Industry Applications, vol. 45, no. 5, pp. 1897-1902, Sept.-oct. 2009.
[5] A. H. Soomro, A. S. Larik, M. A. Mahar, A. A. Sahito, A. M. Soomro and G. S. Kaloi, "Dynamic voltage restorer—A comprehensive review", Energy Report, vol. 7, pp. 6786-6805, Nov. 2021.
[6] X. Li and S. Wang, "Energy management and operational control methods for grid battery energy storage systems," in CSEE Journal of Power and Energy Systems, vol. 7, no. 5, pp. 1026-1040, Sept. 2021.
[7] T. H. Mehr, M. A. S. Masoum and N. Jabalameli, "Grid-connected Lithium-ion battery energy storage system for load leveling and peak shaving," 2013 Australasian Universities Power Engineering Conference (AUPEC), pp. 1-6, 2013.
[8] Z. Zeng, H. Yang, S. Tang and R. Zhao, "Objective-Oriented Power Quality Compensation of Multifunctional Grid-Tied Inverters and Its Application in Microgrids," in IEEE Transactions on Power Electronics, vol. 30, no. 3, pp. 1255-1265, March 2015.
[9] W. Choi, W. Lee, D. Han and B. Sarlioglu, "New Configuration of Multifunctional Grid-Connected Inverter to Improve Both Current-Based and Voltage-Based Power Quality," in IEEE Transactions on Industry Applications, vol. 54, no. 6, pp. 6374-6382, Nov.-Dec. 2018.
[10] K. Tan, F. Lin, C. Shih and C. Kuo, "Intelligent Control of Microgrid With Virtual Inertia Using Recurrent Probabilistic Wavelet Fuzzy Neural Network," in IEEE Transactions on Power Electronics, vol. 35, no. 7, pp. 7451-7464, July 2020.
[11] F. Lin, I. Sun, K. Yang and J. Chang, "Recurrent Fuzzy Neural Cerebellar Model Articulation Network Fault-Tolerant Control of Six-Phase Permanent Magnet Synchronous Motor Position Servo Drive," in IEEE Transactions on Fuzzy Systems, vol. 24, no. 1, pp. 153-167, Feb. 2016.
[12] M. S. Haque Sunny, E. Hossain, M. Ahmed and F. Un-Noor, "Artificial Neural Network Based Dynamic Voltage Restorer for Improvement of Power Quality," 2018 IEEE Energy Conversion Congress and Exposition (ECCE), pp. 5565-5572, 2018.
[13] S. Ganjefar, M. Tofighi, "Single-hidden-layer fuzzy recurrent wavelet neural network: applications to function approximation and system identification," Information Sciences, vol.294, pp. 269-285, Sept. 2015.
[14] Abdul-Jabbar Fathel Ali, Wael Hussein Zayer, & Samhar Saeed Shukir. (2020), "Fuzzy Neural Technique Based Dynamic Voltage Restorer for Power Quality Enhancement Under Different Voltage Variations, " Wasit Journal of Engineering Sciences, 7(3), 29–40.
[15] S. I. Ahson, "Petri net models of fuzzy neural networks," in IEEE Transactions on Systems, Man, and Cybernetics, vol. 25, no. 6, pp. 926-932, June 1995.
[16] Jiming Li, Xiaolin Zhu, Xuezhen Cheng, "Sensor Fault Diagnosis Based on Fuzzy Neural Petri Net", Complexity, vol. 2018, Article ID 8261549, 11 pages, 2018.
[17] Y. Q. Lv, C. K. M. Lee, Z. Wu, H. K. Chan and W. H. Ip, "Priority-Based Distributed Manufacturing Process Modeling via Hierarchical Timed Color Petri Net," in IEEE Transactions on Industrial Informatics, vol. 9, no. 4, pp. 1836-1846, Nov. 2013.
[18] "IEEE Recommended Practice for Monitoring Electric Power Quality," in IEEE Std 1159-2019, , pp.1-98, 13 Aug. 2019.
[19] S. Elphick and V. Smith, "The 230 V CBEMA curve — Preliminary studies," 2010 20th Australasian Universities Power Engineering Conference, pp. 1-6, 2010.
[20] 全國法規資料庫，電業供電電壓及頻率標準，中華民國 106 年 06 月 12 日。
[21] "IEEE Recommended Practice for the Analysis of Fluctuating Installations on Power Systems," in IEEE Std 1453-2015 (Revision of IEEE Std 1453-2011) , vol., no., pp.1-74, 30 Oct. 2015.
[22] Moallem, P., A. Zargari, and A. Kiyoumarsi,"Improvement in Computation of Δ V10 Flicker Severity Index Using Intelligent Methods," Journal of Power Electronics, 2011.
[23] 台灣電力股份有限公司電壓閃爍管制要點，中華民國97 年8 月18 日。
[24] "IEEE Recommended Practice and Requirements for Harmonic Control in Electric Power Systems," in IEEE Std 519-2014 (Revision of IEEE Std 519-1992) , vol., no., pp.1-29, 11 June 2014.
[25] 電力系統諧波管制暫行標準，中華民國82年6月4日。
[26] Sunil Singh, Ajay Srivastava, "Voltage unbalance and its impact on the performance of three-phase Induction motor: a review, " IJRASET, Vol. 7, Issue VII, 2019.
[27] 中華民國國家標準CNS，電力品質評估-公用電力網路供電特性，中華民國108年。
[28] 台灣電力股份有限公司，資訊圖表，近十年每戶停電次數，近十年每戶停電時間，中華民國109年。
[29] 全國法規資料庫，電源不足時期限制用電辦法，中華民國95年12月29日。
[30] 胡忠興，胡孝廷，消費者用電權益之保護研究─以無預警停電為例，行政院消費者保護會，消費者保護研究第19期，69-116頁，西元2015年02月。
[31] A. Hajizadeh, M. A. Golkar and A. Feliachi, "Voltage Control and Active Power Management of Hybrid Fuel-Cell/Energy-Storage Power Conversion System Under Unbalanced Voltage Sag Conditions," in IEEE Transactions on Energy Conversion, vol. 25, no. 4, pp. 1195-1208, Dec. 2010.
[32] 戴大欣，用戶設置再生能源方案選擇評估與儲能系統介紹，台達電子工業股份有限公司，2020年07月。
[33] 吳孟倫，結合雙二階廣義積分法與鎖頻迴路為基礎之串聯式主動電力濾波器設計，國立中央大學電機工程學系碩士論文，中華民國106年6月。
[34] A. K. Sadigh and K. M. Smedley, "Review of voltage compensation methods in dynamic voltage restorer (DVR)," 2012 IEEE Power and Energy Society General Meeting, pp. 1-8,2012.
[35] H. Awad, J. Svensson and M. J. Bollen, "Tuning software phase-locked loop for series-connected converters," in IEEE Transactions on Power Delivery, vol. 20, no. 1, pp. 300-308, Jan. 2005.
[36] 陳廷泓，智慧型串聯主動電力濾波器控制策略，國立中央大學電機工程學系碩士論文，中華民國 109 年 6 月。
[37] W. V. Lyon, Application of the method of symmetrical components
New York: McGraw Hill, 1937.
[38] H. Pan, Z. Li and T. Wei, "A Novel Phase-Locked Loop With Improved-Dual Adaptive Notch Filter and Multi-Variable Filter," in IEEE Access, vol. 7, pp. 176578-176586, 2019.
[39] B. Misra and B. Nayak, "Second order generalized integrator based synchronization technique for polluted grid conditions," 2017 2nd International Conference for Convergence in Technology (I2CT), 2017, pp. 1080-1084.
[40] Z. Yang, Y. Ma,J. Qu, X. Shi, "Control Strategy of Bi-Directional Converter for Battery Energy Storage System, "in International Journal of Simulation: Systems, Science & Technology, IJSSTV17, Aug 14,2016.
[41] Thanh-Vu Tran, Tae-Won Chun, Hong-Hee Lee, Heung-Geun Kim and Eui-Cheol Nho, "Control for grid-connected and stand-alone operations of three-phase grid-connected inverter," 2012 International Conference on Renewable Energy Research and Applications (ICRERA), pp. 1-5, 2012.
[42] Chen, Min-Rong, Huan Wang, Guo-Qiang Zeng, Yu-Xing Dai, and Da-Qiang Bi, "Optimal P-Q Control of Grid-Connected Inverters in a Microgrid Based on Adaptive Population Extremal Optimization" Energies 11, no. 8: 2107, 2018.
[43] R.A.J. Amalorpavaraj, P. Kaliannan, S.Padmanaban, U. Subramaniam and V. K. Ramachandaramurthy, "Improved Fault Ride Through Capability in DFIG Based Wind Turbines Using Dynamic Voltage Restorer With Combined Feed-Forward and Feed-Back Control," in IEEE Access, vol. 5, pp. 20494-20503, 2017.
[44] 王文俊，認識Fuzzy理論與應用(第4版)，全華圖書股份有限公司，中華民國2020年09月。
[45] Chi-Chung Tao, Min-Ching Hung, "Simulation Modelling And Analysis Of TAIWAN Railway Administration’s MRT-Type Operations By Using Stochastic Petri Nets, "Transportation Planning Journal, Vol. 44, No.4, pp. 333-372, Dec. 2015.
[46] K. Tan, "Squirrel-Cage Induction Generator System Using Wavelet Petri Fuzzy Neural Network Control for Wind Power Applications," in IEEE Transactions on Power Electronics, vol. 31, no. 7, pp. 5242-5254, July 2016.
[47] F. -J. Lin, J. -C. Liao, C. -I. Chen, P. -R. Chen and Y. -M. Zhang, "Voltage Restoration Control for Microgrid With Recurrent Wavelet Petri Fuzzy Neural Network," in IEEE Access, vol. 10, pp. 12510-12529, 2022.
[48] J. Bélanger, P. Venne, and J. N. Paquin, "The What, Where and Why of Real Time Simulation, " ResearchGate pp. 37 49, Jan. 2010.
[49] L. Ibarra , A. Rosales, P. Ponce, A. Molina, and R. Ayyanar, "Overview of Real Time Simulation as a Supporting Effort to Smart Grid Attainment , " Energies vol. 10, no. 817, Jun. 2017.
[50] 陳品蓉，「以OPAL RT 硬體迴圈實現微電網之電壓回復控制」，國立中央大學電機工程學系，碩士論文，2021 年 6 月。
[51] OP4510 使用教學，思渤科技，2019。
[52] Opal RT Technologies Inc., eHS User’s Guide.
[53] Opal RT Technologies Inc., RT LAB Version 11.3, User’s Guide.
[54] TMS320F28335, TMS320F28334, TMS320F28332, TMS320F28235, TMS320F28234, TMS320F28232 Digital Signal Controllers (DSCs)Data Manual, Texas Instruments, Jun. 2007.
[55] 陳柏愷，基於遞迴式小波模糊類神經控制策略之智慧型變流器設計，國立中央大學電機工程學系碩士論文，中華民國 110年6月。

指導教授

陳正一

審核日期

2022-8-9

推文