Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 20 of 29 for “"Smart meter"”.
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Residential Demand Response using Electricity Smart Meter Data
… Decentralisation, and Decarbonisation. Smart meters are the vital infrastructure necessary to digitalise the energy system as well as enable advancements in decentralisation and decarbonisation. As of today, more than 500 million smart meters have been installed worldwide, with that …
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Exploring urban activity patterns using electric smart meter data
… data from household and enterprise-level smart meters in County B, Country A, and Turin, Italy, to explore temporal and geographic variations in urban energy consumption and thus urban activity. A central question is whether electricity consumption patterns vary between different economic …
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Smart Meter Data-Driven Fault Location Algorithm in Distribution Systems
… algorithm that utilizes modern devices such as, smart meters, phasors measurement units (PMUs) and Fault Current Indicator (FIs).The IEEE-123 bus system is used to demonstrate the proposed algorithm. Data from the smart meters and the PMUs were utilized for all the voltage and current …
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An investigation of consumer engagement with Internet of Things in the context of smart meter in-home displays
Consumer interaction with smart Internet-of-Things (IoT) technologies has recently been getting a lot of scholarly attention in marketing. Yet, existing research has primarily focused on the factors influencing their acceptance/adoption whereas research on consumer engagement (CE) with IoT products …
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Secure and compromise-resilient architecture for advanced metering infrastructure
In recent years, the Smart Grid has grown to be the solution for future electrical energy that promises to avoid blackouts as well as to be energy efficient, environmentally and customer-friendly. In Smart Grid, the customer-friendly applications are a key element that provides the feature for …
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Short-Term Load Forecasting Using Neural Network for Future Smart Grid Application
… thesis outlines some aspects and functions of smart meter. It also presents different policies and current statuses as well as future projects and objectives of SG development in several countries.</p> <p>Then the thesis compares main aspects about latest products of smart meter from different …
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Study of an innovative non intrusive load monitoring system for energy emancipation of domestic users: hardware and ICT optimized solutions
… consumption into its contributing appliances. Smart meters are currently being deployed on national scales, providing a platform to collect aggregate household electricity consumption data. Existing approaches to NIALM require a manual training phase in which either sub-metered appliance data …
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A comparative evaluation of unsupervised anomaly detection techniques in smart water metering networks
… technologies have enabled the development of smart water metering networks (SWMNs). These networks enable water utilities to measure the water consumption of the connected households better than the traditional metering. Every household's traditional water meter is replaced by a smart meter. …
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Essays on Residential Electricity Consumption Profiles: Weather Effects and Household Behaviour Patterns
The high temporal resolution data created by smart metering, which has now been deployed in many countries, provides an unprecedented opportunity to examine household consumption behaviour in narrow time windows, whereas past studies could only look at monthly or even yearly consumption. However, …
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Data Reduction in Smart Grid
… data growth, but also be able to make smart decisions with the reduced data.This thesis deals with two data reduction techniques; data compression and dimensionality reduction. Some of the state of the art compression algorithms exploit the characteristics of load pro le data, where …
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Machine learning-based intrusion detection system in advanced metering infrastructure
Smart meters are quickly being introduced to households all over the world. Consumers will benefit significantly from Advanced Metering Infrastructure (AMI). This high-tech equipment, however, is vulnerable to serious threats. To detect attacks, many authors recommend using Intrusion Detection …
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Analysis and characterization of wireless smart power meter
… work supports development of a low-cost wireless smart power meter capable of measuring RMS Values of voltage and current, real power, and reactive power. The proposed smart power meter features include matching by-device rate of consumption and usage patterns to assist users in monitoring the …
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Electricity use in urban households in China: occupancy patterns, attitudes, and policy initiatives
… energy use related occupancy patterns from smart meter data. To address these gaps, this thesis focuses on three research dimensions, namely the practical dimension, the policy dimension, and the theoretical dimension. From the practical perspective, this thesis proposes to understand the …
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Disaggregation and classification of residential water events from high-resolution smart water meter data using unsupervised machine learning methods
… This study analyzed 1-second resolution smart water meter data from a 4-person household over the course of one year. The smart meter data were disaggregated using derivative signals of the influent water flow rate at the water main entrance to the home to identify start and end times of …
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Value creation and value capture of advanced electricity meter information
Advanced or smart metering has been a hot topic in the electricity community for several years. Despite the excitement about the technology, few business cases are actually able to justify the investment cost. One reason for the gap between costs and benefits is that major benefits such as avoided …
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Enabling Communication and Networking Technologies for Smart Grid
Transforming the aging electric grid to a smart grid is an active area of research in industry and the government. One of the main objectives of the smart grid is to improve the efficiency of power generation, transmission and distribution and also to improve the stability and the reliability of …
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Data-driven customer energy behavior characterization for distributed energy management
… resources (e.g., solar panels, battery, and smart loads) can improve the demand-supply problem. In the first study, a segmentation methodology form historical energy data of households is proposed to estimate the energy-saving potential for DR programs at a community level. The proposed …
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Non intrusive load monitoring & identification for energy management system using computational intelligence approach
… In addition, the installation of one meter per household appliances would lead to congestion in the house and thus cause inconvenience to the occupants of the house, therefore, non-intrusive load monitoring technique was developed to alleviate the aforementioned challenges of intrusive …
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Adaptive Health Monitoring Using Aggregated Energy Readings from Smart Meters
… (EIP). In the UK, a national roll out of smart meters is underway. Energy suppliers will install and configure over 50 million smart meters by 2020. The UK is not alone in this effort. In other countries such as Italy and the USA, large scale deployment of smart meters is in progress. …
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After the gas station : redevelopment opportunities from rethinking America's vehicle refueling infrastructure
… benefits to the transportation system, solar and smart-meter components of this charging system enable the greening of the power grid as well. As such, this thesis posits that the most effective deployment of EVs and their associated chargers would be in suburban areas that currently have dirty …
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