11 research outputs found
Gaussian Process models for ubiquitous user comfort preference sampling; global priors, active sampling and outlier rejection
Full text linkConstrained Iterative Learning Control with PSO-Youla Feedback Tuning for Building Temperature Control * *This work was supported by the National Foundation of Research (NRF) of Singapore and China Scholarship Council (CSC) Scholarship.
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Automatic Detection of Device Types by Consumption Curve
No full textThis work deals with the problem of automatic detection of device types given only the power consumption curve, which can be obtained by means of a cheap measurer applied to the device itself. We defined a novel method to detect these types and we describe it in details, providing ground truth evidence coming from the application of the method to real world data. We tested the method against two different set of data coming from two separate and different environments, the first located in Italy and the second in Germany, and we provide experimental results to support the method
Hierarchical price coordination of heat pumps in a building network controlled using model predictive control
No full textMultiple power-based building energy management system for efficient management of building energy
No full textEnvironmental impact assessments of heat pump–gas fired water heater hybrid system for space heating application
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