Enhancing energy efficiency in the residential sector with smart meter data analytics
Sign Up to like & getrecommendations! Published in 2018 at "Electronic Markets"
DOI: 10.1007/s12525-018-0290-9
Abstract: Tailored energy efficiency campaigns that make use of household-specific information can trigger substantial energy savings in the residential sector. The information required for such campaigns, however, is often missing. We show that utility companies can… read more here.
Keywords: smart meter; meter data; residential sector; meter ... See more keywords
Non-intrusive load disaggregation solutions for very low-rate smart meter data
Sign Up to like & getrecommendations! Published in 2020 at "Applied Energy"
DOI: 10.1016/j.apenergy.2020.114949
Abstract: Abstract With the active large-scale roll-out of smart metering worldwide, details about the type of smart meter data that will be available for analysis are emerging. Consequently, focus has steadily been shifting from analysis of… read more here.
Keywords: smart meter; load disaggregation; disaggregation; meter ... See more keywords
Clustering district heat exchange stations using smart meter consumption data
Sign Up to like & getrecommendations! Published in 2019 at "Energy and Buildings"
DOI: 10.1016/j.enbuild.2018.10.009
Abstract: Abstract Contrary to electricity smart meter data analysis, little research regarding district heat smart meter data has been published. Previous papers on smart meter data analytics have not investigated autocorrelation in smart meter data. This… read more here.
Keywords: smart meter; district heat; meter; autocorrelation ... See more keywords
Deconstruct: A scalable method of as-built heat power loss coefficient inference for UK dwellings using smart meter data
Sign Up to like & getrecommendations! Published in 2019 at "Energy and Buildings"
DOI: 10.1016/j.enbuild.2018.11.016
Abstract: Abstract Dwellings in the UK account for about 25% of global energy demand, of which 60% is space heating making this a key area for efficiency improvement. Dwelling UK Energy Performance Certificates (EPC) are currently… read more here.
Keywords: smart meter; heat power; built heat; energy ... See more keywords
Peak demand alert system based on electricity demand forecasting for smart meter data
Sign Up to like & getrecommendations! Published in 2020 at "Energy and Buildings"
DOI: 10.1016/j.enbuild.2020.110307
Abstract: Abstract Reducing peak demand is an important cost-saving measure for small and medium enterprises (SMEs) because electricity tariff menus often include a demand charge determined by the yearly highest demand. SMEs are incentivized to reduce… read more here.
Keywords: smart meter; peak demand; meter data; demand forecasting ... See more keywords
Predicting intra-day load profiles under time-of-use tariffs using smart meter data
Sign Up to like & getrecommendations! Published in 2019 at "Energy"
DOI: 10.1016/j.energy.2019.01.037
Abstract: Abstract The installation of smart meters enabling electricity load to be measured with half-hourly granularity provides an innovative demand-side management opportunity that is likely to be advantageous for both utility companies and customers. Time-of-use tariffs… read more here.
Keywords: smart meter; time; use tariffs; load ... See more keywords
Vulnerability and resistance in the United Kingdom's smart meter transition
Sign Up to like & getrecommendations! Published in 2017 at "Energy Policy"
DOI: 10.1016/j.enpol.2017.07.037
Abstract: The Smart Meter Implementation Program (SMIP) lays the legal framework in the United Kingdom so that a smart gas and electricity meter, along with an in-home display, can be installed in every household by 2020.… read more here.
Keywords: smart meter; kingdom smart; united kingdom; meter ... See more keywords
The role of environmental attitude in the efficacy of smart-meter-based feedback interventions
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Environmental Psychology"
DOI: 10.1016/j.jenvp.2019.04.007
Abstract: Abstract When implemented in the field, smart-meter-based feedback interventions typically lag behind the presumed energy-saving potential of the technology. As we and others argue, part of the problem is that such interventions do not work… read more here.
Keywords: smart meter; meter based; based feedback; environmental attitude ... See more keywords
Compression of smart meter big data: A survey
Sign Up to like & getrecommendations! Published in 2018 at "Renewable and Sustainable Energy Reviews"
DOI: 10.1016/j.rser.2018.03.088
Abstract: Abstract In recent years, the smart grid has attracted wide attention from around the world. Large scale data are collected by sensors and measurement devices in a smart grid. Smart meters can record fine-grained information… read more here.
Keywords: compression smart; big data; smart meter; meter big ... See more keywords
Making energy personal: policy coordination challenges in UK smart meter implementation
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Public Policy"
DOI: 10.1017/s0143814x19000163
Abstract: Abstract Governments are increasingly facilitating the roll-out of so-called “smart meters”, a technology for measuring energy consumption that are able to transmit and receive data using a form of electronic communication. However, implementation has been… read more here.
Keywords: smart meter; implementation; policy; policy coordination ... See more keywords
Smart-Meter Big Data for Load Forecasting: An Alternative Approach to Clustering
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3142680
Abstract: Accurate forecasting of electricity demand is vital to the resilient management of energy systems. Recent efforts in harnessing smart-meter data to improve forecasting accuracy have primarily centered around cluster-based approaches (CBAs), where smart-meter data are… read more here.
Keywords: meter data; meter big; forecasting; meter ... See more keywords