先進讀表基礎設施(Advanced Metering Infrastructure, AMI)於智慧電網中扮演不可或缺的一部分，其中資料收集器(Data Concentrator Unit, DCU)為AMI主要設備之一，DCU負責收集各數位電表之資料，並將所儲存之資料定期地回傳至電表資訊管理系統(Meter Database Management System, MDMS)。如DCU可提供更彈性之雙向且即時通訊功能及分散式運算功能，將可提供有效率之能源控管，因此本論文著重於DCU之加值功能的設計與開發。本論文主要設計及開發可用於AMI且具IEC 61850通訊協定及竊電偵測系統等加值服務AMI之DCU，具可針對各用戶進行用電資訊收集並透過竊電機率指標之分析來判斷各用戶是否有竊電之嫌疑。除了開發DCU之加值功能外，本論文亦設計一視窗化界面之遠端電力監控系統，透過製造訊息規範(Manufacturing Message Specification, MMS)與資料收集器進行電力資訊監測。本論文透過所規劃之系統架構，進行DCU加值功能開發，然後實際與商用設備及軟體進行IEC 61850通訊協定驗證，及竊電機率指標之可行性探討。

Advanced Metering Infrastructure (AMI) plays an important role in smart grids. Data Concentrator Unit (DCU), used to collect data from smart meter of customers and transmit them to Meter Database Management System (MDMS) regularly, is the core component in AMI. If DCU can provide more advanced two-way communication and distributed computing, more efficient energy management can be achieved. Therefore, this thesis focuses on designing and developing value-added functionalities for DCU. The value-added functionalities designed in this thesis include IEC 61850 communication protocol and electricity theft detection system. The proposed electricity theft detection system utilizes the collected customer power consumption data to calculate the electricity theft probability index. The possible electricity thefts can then be found out. A windows-based Human-Machine Interface (HMI) for remote electricity supervisory system using Manufacturing Message Specification (MMS) is also implemented. The windows-based HMI is used to acquire and monitor the collected data in the proposed value-added functionalities of DCU. An experimental DCU platform is designed to realize the proposed value-added functionalities and to simulate the feasibility of the electricity theft probability index. Besides a commercialized software is used to verify the consistency of IEC 61850 communication protocol implemented in the proposed DCU.

摘要 iii
Abstract iv
目錄 v
圖次 vii
表次 x
第一章 緒論 1
1-1 研究背景 1
1-2 研究動機 3
1-3 論文大綱 6
第二章 實驗平台簡介 7
2.1 實驗平台架構 7
2.2 多功能閘道器AEG-200簡介與SSH設定 8
2.3 多功能數位電力表PA3000 11
2.4 開發系統與測試軟體簡介 15
2.4.1 作業系統與虛擬機器軟體簡介與建置 16
2.4.2 Qt軟體簡介 19
2.4.3 Wireshark封包分析軟體簡介 20
2.4.4 SQLite資料庫與SQLite Expert軟體簡介 23
第三章 IEC 61850通訊協定簡介與開發 25
3.1 IEC 61850通訊協定概述 25
3.2 IEC 61850通訊協定之邏輯節點與資料模型 29
3.3 製造訊息規範簡介 33
3.4 變電所規劃語言 36
3.5 IED功能描述結構配置 39
3.6 開放原始碼libIEC61850簡介與建置 46
3.7 資料收集器程式設計與開發 50
3.7.1 SQLite資料庫架構設計 50
3.7.2 IEC 61850通訊協定MMS伺服端設計與開發 51
3.7.3 通用非同步收發傳輸開發與設定 53
3.8 遠端電力監控系統程式設計與開發 55
第四章 竊電偵測系統開發 61
4.1 AMI及DCU架構與竊電偵測方法 61
4.2 竊電機率指標設計 63
第五章 實驗及模擬結果 70
5.1 Wireshark驗證IEC 61850之MMS訊息 72
5.1.1 初始化(Initiate) 72
5.1.2 確認(Confirmed) 77
5.2 資料收集器與遠端電力監控系統通訊測試 81
5.3 資料收集器與電力監控軟體比較測試 85
5.3.1 資料收集器與VAMP51之比較測試 86
5.3.2 遠端電力監控系統與IEDScout比較測試 89
5.4 竊電機率指標測試 91
第六章 結論與未來研究方向 96
6.1 結論 96
6.2 未來研究方向 96
參考文獻 98

[1] 行政院，“智慧電網總體規劃方案”，中華民國101年。
[2] F.M. Cleveland, “Cyber security issues for advanced metering infrastructure (ami),” IEEE PES Power System Communications Committee, pp. 1-5, 2008.
[3] R.W. Uluski, “Interactions between AMI and Distribution Management System for Efficiency/Reliability Improvement at a Typical Utility,” IEEE PES Power System Communications Committee, pp. 1-4, 2008.
[4] D.G. Hart, “Using AMI to realize the Smart Grid,” IEEE PES Power System Communications Committee, pp. 1-2, 2008.
[5] “節能減碳相關議題,” Available: http://blog.udn.com/ctang/article?f_
ART_CATE=268907.
[6] 林錫儀、林明民，“配電自動化和通信技術在智慧型電網之應用”，台灣電力公司出國報告書，中華民國97年。
[7] 李信璋，“自動讀表與電子表之應用技術”，台灣電力公司出國報告書，中華民國91年。
[8] 廖政立，“新一代電能監控技術標準對我國電力監控與自動讀表系統發展影響之研究”，台灣電力公司出國報告書，中華民國95年。
[9] W.P. Luan, “Advanced Metering Infrastructure,” Southern Power System Technology, vol. 3, no. 2, pp. 6-10, 2009.
[10] E.I. Company, “AMI Program Review,” 2006.
[11] M.A. Rahman, P. Bera and E. Al-Shaer. “SmartAnalyzer: A Noninvasive Security Threat Analyzer for AMI Smart Grid,” Proceedings IEEE INFOCOM, pp. 2255-2263, 2012.
[12] 沈玉如，“Realizing The Smart Grid Through AMI System”，興大工程學刊，vol. 24， pp. 117-127，中華民國102年。
[13] P. Prakash, “Data concentrators: The Core of Energy and Data Management,” Texas Instruments, 2013.
[14] 鄧人豪、盧展南，“先進讀表基礎建設在配電系統運轉的加值功能”，台電工程月刊，vol. 777，pp. 13-22，中華民國102年5月。
[15] W.C. Yang, J.H. Kim and S.S. Kim, “A Study on the Development of Value-added Service in Consideration of Korea Power Market,” Conference on Control, Automation and Systems, pp. 384-387, 2007.
[16] J. Schmutzler, C. Wietfeld and C.A. Andersen, “Distributed Energy Resource Management for Electric Vehicles using IEC 61850 and ISO/IEC 15118,” IEEE Vehicle Power and Propulsion Conference, pp. 1457-1462, 2012.
[17] N. Senke, “Application of the IEC 61850 to Communication in Distribution Automation and Building Energy Management Systems - Evaluation of the Applicability of Standard Logical Nodes and Data Objects,” IEEE SmartGridComm Symposium, pp.454-459, 2012.
[18] C. Selvam, “Advanced Metering Infrastructure for Smart Grid Applications,” Recent Trends In Information Technology, pp.145-150, 2012.
[19] 王奕翔，“以IEC 61850通訊協定為基礎之IED監控及GOOSE互操作性測詴分析之研究”，高苑科技大學，中華民國100年。
[20] I. E. Davidson, “Evaluation and Effective Management of Nontechnical Losses in Electrical Power Networks,” IEEE Africon, vol. 1, pp. 473-477, 2002.
[21] R. Jiang, “Energy-theft Detection Issues for Advanced Metering Infrastructure in Smart Grid,” Tsinghua Science and Technology, vol. 19, no.2, pp. 105-120, 2014.
[22] P. Jokar, N. Arianpoo and V.C.M. Leung, “Electricity Theft Detection in AMI Using Customers' Consumption Patterns,” IEEE Transactions on Smart Grid, vol. 7, no.1, pp. 216-226, 2016.
[23] 陳建宇，“利用先進讀表基礎建設資料偵測竊電”，大同大學，中華民國101年。
[24] 孫德恆，“利用智慧電表偵測用戶在三相負載中某相加入電容的竊電方法 ”，大同大學，2014。
[25] 李維紘，“以半正定規劃狀態估計進行配電竊電偵測之研究”，國立中山大學，2015。
[26] M. U. Hashmi and J.G. Priolkar, “Anti-theft Energy Metering for Smart Electrical Distribution System,” International Conference on Industrial Instrumentation and Control, pp. 1424-1428, 2015.
[27] 吳耀庭，“AEG-200 實作教學”，資訊工業策進會，2014。
[28] “PA3000 智慧型電力表使用手冊”， 玖鼎電力資訊股份有限公司，2010。
[29] “About Ubuntu,” Canonical Ltd., Available: http://www.ubuntu.com/.
[30] “VMware Workstation Player,” VMware Inc., Available: https://www.
vmware.com/tw/products/player/features.html.
[31] Qt Project, “About Qt,” Available: http://wiki.qt.io/About_Qt.
[32] Wireshark User’s Guide,” Wireshark開發團隊, Available: https://www.wireshark.org/docs/wsug_html_chunked/.
[33] “SQLite Expert: The expert way to SQLite,” Coral Creek Software, Available: http://www.sqliteexpert.com/index.html.
[34] I.E. Commission, “IEC 61850 Communication Networks and Systems in Substations.” 2003
[35] J. Zhang and C.A. Gunter, “IEC 61850-Communication Networks and Systems in Substations: An Overview of Computer Science,” University of Illinois at Urbana-Champaign, 2007.
[36] M. Adamiak, D. Baigent and R. Mackiewicz, “IEC 61850 Communication Networks and Systems In Substations,” pp. 61-68, 2010.
[37] C. Brunner, “IEC 61850 for Power System Communication,” IEEE/PES Transmission and Distribution Conference and Exposition, pp. 1-6, 2008.
[38] M. Zillgith, “libIEC61850 - Overview of libiec61850,” Available: http://libiec61850.com/libiec61850/about/ .
[39] W.A. Doorduin, “Feasibility Study of Electricity Theft Detection Using Mobile Remote Check Meters,” IEEE AFRICON, vol. 1, pp. 373-376, 2004.
[40] D. Suriyamongkol, “Non-technical Losses in Electrical Power Systems,” Ohio University, 2002.
[41] M. Jamil, F. Munir, A. A. Khan, A. Mirza, “Telemetering & Billing System for Spatially Distributed Electrical Power Clients,” E-Tech, pp. 35-40, 2004.
[42] A. J. Dick, “Theft of Electricity-how UK Electricity Companies Detect and Deter,” IEEE Trans. on Security and Detection, pp. 90-95, 1995.
[43] 景村，“防治竊電應用技術與實例”，水利水電出版社，中華民國93年。
[44] 大紀元，“彰屏嘉雲養殖業大盜電 台電年損20億”，Available: http://www.epochtimes.com/bt/5/11/9/n1113265.htm。
[45] W.M. Lin, M.S. Chen, “An Overall Distribution Automation Structure,” Electric Power Systems Research, vol. 10, pp. 7-19. 1986.
[46] S. C. Huang, Y. L. Lo, C. N. Lu, “Non-Technical Loss Detection Using State Estimation and Analysis of Variance,” IEEE Trans. on Power Systems, vol. 28, no. 3, pp. 2959-2966, 2013.
[47] J. D. McDonald, “Substation Automation IED Integration and Availability of Information,”IEEE Power and Energy Magazine, vol. 1, no. 2, pp. 22-31, 2003.
[48] 王耀庭、劉榮欽、潘瑞泰、陳舜敏，“台中配電自動化新建工程檢討報告”，台灣電力公司出國報告書，中華民國90年。
[49] 唐明紹、楊崇和，“應用於配電饋線自動化系統之自動線路開關”，台電工程月刊，vol. 682，pp. 79-88，中華民國94年6月。
[50] H. Falk, M. Burns, “MMS and ASN.1 Encodings,” Systems Integration Specialists Company Inc., 1998.
[51] “IEDScout - Versatile software tool for working with IEC 61850 devices,” OMICRON, 2015.
[52] “VAMP 50 / VAMP 51 Operation and Configuration Instructions Technical Description,” Vamp. Ltd.