DEVELOPMENT OF A STATE ESTIMATION BASED IMPROVED DETECTION AND LOCALIZATION OF NON TECHNICAL LOSSES USING SMART METER MEASUREMENTS
📄 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
- Problem Statement & Objectives
- Theoretical Framework & Related Studies
- Data Collection & Analysis Methods
- Findings & Statistical Analysis
- Recommendations & Future Research
- Questionnaires, Data, References
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APA/MLA formatting with table of contents
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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.
Document Details
| Author | AbdulkareemZAKARIYYAH |
|---|---|
| 📁 Field | Electrical Engineering Project Topics |
| 🏷️ Type | Engineering Project Topics |
| Pages | 96 Pages |
| Words | 19775 words |
| 📘 Chapters | 1 to 5 Chapters |