Two-stage load pattern clustering using fast wavelet transformation
K Mets, F Depuydt, C Develder - IEEE Transactions on Smart …, 2015 - ieeexplore.ieee.org
Smart grids collect large volumes of smart meter data in the form of time series, or so-called
load patterns. We outline the applications that benefit from analyzing this data (ranging from …
load patterns. We outline the applications that benefit from analyzing this data (ranging from …
Probabilistic baseline estimation via gaussian process
Y Weng, R Rajagopal - 2015 IEEE Power & Energy Society …, 2015 - ieeexplore.ieee.org
Demand response aims at utilizing flexible loads to operate power systems in an
economically efficient way. A fundamental question in demand response is how to conduct a …
economically efficient way. A fundamental question in demand response is how to conduct a …
Good consumer or bad consumer: Economic information revealed from demand profiles
In this paper, we demonstrate that a consumer's marginal system impact is determined only
by their demand profile, rather than by their demand level. Demand-profile clustering is …
by their demand profile, rather than by their demand level. Demand-profile clustering is …
Price of uncertainty in multistage stochastic power dispatch
J Qin, R Rajagopal - 53rd IEEE Conference on Decision and …, 2014 - ieeexplore.ieee.org
The price of uncertainty measures the impact of uncertainty in the total cost of power
dispatch in networks with significant penetration of renewables. It has been shown to exist in …
dispatch in networks with significant penetration of renewables. It has been shown to exist in …
Pricing residential electricity based on individual consumption behaviors
The conventional practice of retail electric utilities is to aggregate customers geographically.
The utility purchases electricity for its customers via bulk transactions on the wholesale …
The utility purchases electricity for its customers via bulk transactions on the wholesale …
[PDF][PDF] Optimal and scalable management of smart power grids with electric vehicles
K Mets - 2015 - biblio.ugent.be
Figure 1.1: The smart grid of the future.(Image source: European Technology Platform Smart
Grids: Future Network Vision) others) driving forces behind the smart grid. It is clear that …
Grids: Future Network Vision) others) driving forces behind the smart grid. It is clear that …
Economic information from Smart Meter: Nexus Between Demand Profile and Electricity Retail Price Between Demand Profile and Electricity Retail Price
In this paper, we demonstrate that a consumer's marginal system impact is only determined
by their demand profile rather than their demand level. Demand profile clustering is identical …
by their demand profile rather than their demand level. Demand profile clustering is identical …