DEVELOPMENT OF A STATE ESTIMATION BASED IMPROVED DETECTION AND LOCALIZATION OF NON TECHNICAL LOSSES USING SMART METER MEASUREMENTS

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📄 Project Abstract

This research work presents the development of branch current based state estimation for Non-Technical Losses (NTLs) Detection and Localization. The use of weighted least square (WLS) state estimation for the evaluation of branch current of a network during theft is considered. In order to confirm the presence of theft in a network, current measurement value obtained from Distribution Transformer Controller (DTC) installed at substation was compared with that of all customers' smart meters readings, a difference above an estimated threshold signifies the presence of theft. For the case of locating the point of theft, the concept of weighted least square state estimation was used for the evaluation of the actual branch current of each branch of the network despite theft, the estimated branch current is compared with the calculated branch current based on meter reading, and the difference is exploited in order to locate the point of location. The developed method was implemented on a 415...

🔍 Key Research Areas Covered
  • ✅ Literature Review & Theoretical Framework
  • ✅ Research Methodology & Data Collection
  • ✅ Data Analysis & Statistical Methods
  • ✅ Findings & Results Discussion
  • ✅ Recommendations & Conclusions
  • ✅ References & Bibliography
📚 Complete Project Structure
Chapter 1: Introduction & Background
  • Problem Statement & Objectives
Chapter 2: Literature Review
  • Theoretical Framework & Related Studies
Chapter 3: Research Methodology
  • Data Collection & Analysis Methods
Chapter 4: Data Analysis & Results
  • Findings & Statistical Analysis
Chapter 5: Discussion & Conclusion
  • Recommendations & Future Research
Appendices: Supporting Documents
  • Questionnaires, Data, References
⭐ Why Choose This Electrical Engineering Project Topics Project?
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📊 Complete Data

Includes statistical analysis and detailed findings

✍️ Original Content

100% original research with proper citations

📝 Properly Formatted

APA/MLA formatting with table of contents

🎓 Supervisor Approved

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Full Citation:

AbdulkareemZAKARIYYAH. (). DEVELOPMENT OF A STATE ESTIMATION BASED IMPROVED DETECTION AND LOCALIZATION OF NON TECHNICAL LOSSES USING SMART METER MEASUREMENTS. African and General Studies, 40, 14858.

Citation Formats:
APA
AbdulkareemZAKARIYYAH. (). DEVELOPMENT OF A STATE ESTIMATION BASED IMPROVED DETECTION AND LOCALIZATION OF NON TECHNICAL LOSSES USING SMART METER MEASUREMENTS. African and General Studies, 40, 14858.
MLA
AbdulkareemZAKARIYYAH. "DEVELOPMENT OF A STATE ESTIMATION BASED IMPROVED DETECTION AND LOCALIZATION OF NON TECHNICAL LOSSES USING SMART METER MEASUREMENTS." African and General Studies, vol. 40, , pp. 14858.
Chicago
AbdulkareemZAKARIYYAH. "DEVELOPMENT OF A STATE ESTIMATION BASED IMPROVED DETECTION AND LOCALIZATION OF NON TECHNICAL LOSSES USING SMART METER MEASUREMENTS." African and General Studies 40 (): 14858.
Full Citation:

AbdulkareemZAKARIYYAH. (). DEVELOPMENT OF A STATE ESTIMATION BASED IMPROVED DETECTION AND LOCALIZATION OF NON TECHNICAL LOSSES USING SMART METER MEASUREMENTS. African and General Studies, 40, 14858.

Citation Formats:
APA
AbdulkareemZAKARIYYAH. (). DEVELOPMENT OF A STATE ESTIMATION BASED IMPROVED DETECTION AND LOCALIZATION OF NON TECHNICAL LOSSES USING SMART METER MEASUREMENTS. African and General Studies, 40, 14858.
MLA
AbdulkareemZAKARIYYAH. "DEVELOPMENT OF A STATE ESTIMATION BASED IMPROVED DETECTION AND LOCALIZATION OF NON TECHNICAL LOSSES USING SMART METER MEASUREMENTS." African and General Studies, vol. 40, , pp. 14858.
Chicago
AbdulkareemZAKARIYYAH. "DEVELOPMENT OF A STATE ESTIMATION BASED IMPROVED DETECTION AND LOCALIZATION OF NON TECHNICAL LOSSES USING SMART METER MEASUREMENTS." African and General Studies 40 (): 14858.
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