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Person

Alistair B. Sproul

Conference paper

Household electricity load forecasting using historical smart meter data with clustering and classification techniques


The uptake of smart grid technologies and increasing deployment of smart meters have brought greater attention on the analysis of individual household electricity consumption. Within the smart grid framework, home and battery energy management systems are becoming important demand side management tools with various benefits to households, utilities and networks. Load forecasting is a vital...
Conference paper

A method for classifying households to help forecasting their Photovoltaic electricity self-consumption patterns


Smart meter data can be used for various purposes within smart grids, including residential energy applications, such as Home Energy Management Systems (HEMS) and Battery Energy Management Systems (BEMS). Considering the low feed-in tariffs for rooftop photovoltaic (PV) and increasing customer electricity prices, maximizing PV self-consumption becomes a key objective for these energy management systems.
Journal article

Admittance/Fourier series revisited: understanding periodic heat flows

Thermal modelling of buildings typically involves the use of software programs that are highly accurate but complex. As such many users do not have a good “feel” for how heat flows in and out of a building. The simplest type of manual calculation method is a steady state model which allows some insight into the...
Report

Sustainable and affordable living through modular homes and communities: final report


This report presents a summary of all the findings and activities performed in the LCL-CRC research project RP1011 “Sustainable and affordable living through modular homes and communities” and represents the culmination of the project.
Report

PV as an integrated building material: status report, barriers and opportunities


This publication provides a status report on the project underway to identify opportunities and barriers, establish functional specifications, and propose a roadmap for the uptake of building integrated PV.Conventional photovoltaic (PV) module costs are reducing as manufacturers scale up PV production.

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