34 citations · 107 across the 8 of their papers we have counts for
9 papers
An Open Solution to Provide Personalized Feedback for Building Energy Management
Andrea Monacchi, Fabio Versolatto, Manuel Herold +3
The integration of renewable energy sources increases the complexity in mantaining the power grid. In particular, the highly dynamic nature of generation and consumption demands fo…
Proficiency of Power Values for Load Disaggregation
Manfred Pöchacker, Dominik Egarter, Wilfried Elmenreich
Load disaggregation techniques infer the operation of different power consuming devices from a single measurement point that records the total power draw over time. Thus, a device…
Complexity of Power Draws for Load Disaggregation
Dominik Egarter, Manfred Pöchacker, Wilfried Elmenreich
Non-Intrusive Load Monitoring (NILM) is a technology offering methods to identify appliances in homes based on their consumption characteristics and the total household demand. Rec…
Autonomous Load Disaggregation Approach based on Active Power Measurements
Dominik Egarter, Wilfried Elmenreich
With the help of smart metering valuable information of the appliance usage can be retrieved. In detail, non-intrusive load monitoring (NILM), also called load disaggregation, trie…
YoMo - The Arduino based Smart Metering Board
Christoph Klemenjak, Dominik Egarter, Wilfried Elmenreich
Smart meters are an enabling technology for many smart grid applications. This paper introduces a design for a low-cost smart meter system as well as the fundamentals of smart mete…
Precision of Pulse-Coupled Oscillator Synchronization on FPGA-Based Radios
Günther Brandner, Johannes Klinglmayr, Udo Schilcher +2
The precision of synchronization algorithms based on the theory of pulse-coupled oscillators is evaluated on FPGA-based radios for the first time. Measurements show that such algor…
Integration of Legacy Appliances into Home Energy Management Systems
Dominik Egarter, Andrea Monacchi, Tamer Khatib +1
The progressive installation of renewable energy sources requires the coordination of energy consuming devices. At consumer level, this coordination can be done by a home energy ma…
Load Hiding of Household's Power Demand
Dominik Egarter, Christoph Prokop, Wilfried Elmenreich
With the development and introduction of smart metering, the energy information for costumers will change from infrequent manual meter readings to fine-grained energy consumption d…
GREEND: An Energy Consumption Dataset of Households in Italy and Austria
Andrea Monacchi, Dominik Egarter, Wilfried Elmenreich +2
Home energy management systems can be used to monitor and optimize consumption and local production from renewable energy. To assess solutions before their deployment, researchers…