Research graph
References from Machine learning and price-based load scheduling for an optimal IoT control in the smart and frugal home. Local targets link to admitted publications; unresolved targets remain external evidence.
Statistical analysis of negative prices in european balancing markets
10.1016/j.renene.2015.01.059 · 2015 · External reference
Negative wholesale electricity prices in the German, French and Belgian day-ahead, intra-day and real-time markets
10.1016/j.tej.2015.04.001 · 2015 · External reference
Wind power integration and power system flexibility – an empirical analysis of extreme events in germany under the new negative price regime
10.1016/j.enpol.2010.08.002 · 2010 · External reference
Renewable energy support, negative prices, and real-time pricing
10.5547/01956574.37.si3.mpah · 2016 · External reference
A survey on energy estimation and power modeling schemes for smartphone applications
10.1002/dac.3234 · 2017 · External reference
10.1016/j.egyai.2020.100007 · 2020 · Admitted local publication
A smart power outlet for electric devices that can benefit from real-time pricing
2017 · External reference
An Affordable and Portable Technology for Real-Time Scheduling of Appliances in Smart Homes
2019 · External reference
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Appliance commitment for household load scheduling
2012 · External reference
Multi-scale stochastic optimization for home energy management
2011 · External reference
Coordinated scheduling of residential distributed energy resources to optimize smart home energy services
10.1109/tsg.2010.2053053 · 2010 · External reference
Energy management for buildings and microgrids
2011 · External reference
The role of prediction algorithms in the MavHome smart home architecture
10.1109/mwc.2002.1160085 · 2002 · External reference
Forecasting spot electricity prices: deep learning approaches and empirical comparison of traditional algorithms
10.1016/j.apenergy.2018.02.069 · 2018 · External reference
A real-time electricity price forecasting based on the spike clustering analysis
2016 · External reference
Forecasting real-time locational marginal price: a state space approach
2013 · External reference
A random forest method for real-time price forecasting in New York electricity market
2014 · External reference
Price dynamics among US electricity spot markets
10.1016/j.eneco.2005.09.009 · 2006 · External reference
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2003 · External reference
Strategic bidding in competitive electricity markets: a literature survey
2000 · External reference
The merit-order effect: a detailed analysis of the price effect of renewable electricity generation on spot market prices in Germany
10.1016/j.enpol.2008.03.035 · 2008 · External reference
Renewable portfolio standards: when do they lower energy prices?
10.5547/issn0195-6574-ej-vol31-no1-5 · 2010 · External reference
Demand response programs in smart grids–survey
10.14419/ijet.v7i4.23797 · 2018 · External reference
Impacts of rising air temperatures on electric transmission ampacity and peak electricity load in the United States
10.1088/1748-9326/11/11/114008 · 2016 · External reference
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2013 · External reference
A methodology for electric power load forecasting
10.1016/j.aej.2011.01.015 · 2011 · External reference
A short-term building cooling load prediction method using deep learning algorithms
10.1016/j.apenergy.2017.03.064 · 2017 · External reference
Load forecasting techniques and methodologies: a review
2012 · External reference
Hourly electricity prices in day-ahead markets
10.1016/j.eneco.2006.08.005 · 2007 · External reference
ARIMA models to predict next-day electricity prices
10.1109/tpwrs.2002.804943 · 2003 · External reference
A GARCH forecasting model to predict day-ahead electricity prices
10.1109/tpwrs.2005.846044 · 2005 · External reference
Forecasting electricity prices for a day-ahead pool-based electric energy market
10.1016/j.ijforecast.2004.12.005 · 2005 · External reference
Day-ahead electricity price forecasting using the wavelet transform and ARIMA models
10.1109/tpwrs.2005.846054 · 2005 · External reference
Extended forecast methods for day-ahead electricity spot prices applying artificial neural networks
10.1016/j.apenergy.2015.09.087 · 2016 · External reference
Dynamic pricing and energy consumption scheduling with reinforcement learning
10.1109/tsg.2015.2495145 · 2015 · External reference
Short-term electricity prices forecasting based on support vector regression and auto-regressive integrated moving average modeling
10.1016/j.enconman.2010.02.023 · 2010 · External reference
An enhanced radial basis function network for short-term electricity price forecasting
10.1016/j.apenergy.2010.04.006 · 2010 · External reference
Research and application of a hybrid wavelet neural network model with the improved cuckoo search algorithm for electrical power system forecasting
10.1016/j.apenergy.2017.04.039 · 2017 · External reference
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2018 · External reference
A smart power outlet for electric devices that can benefit from real-time pricing
2017 · External reference
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2008 · External reference
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IoT based power management and controlled socket
2017 · External reference
Smart home research
2004 · External reference
Wireless sensor networks for cost-efficient residential energy management in the smart grid
10.1109/tsg.2011.2114678 · 2011 · External reference
Smart home energy management system using IEEE 802.15. 4 and ZigBee
2010 · External reference
Smart power socket using internet of things
2020 · External reference
Morsocket: an expandable IoT-based smart socket system
10.1109/access.2018.2870281 · 2018 · External reference
IoT-enabled electric socket test bed utilizing IFTTT and Node-RED
2019 · External reference
An event driven smart home controller enabling cost effective use of electric energy and automated demand side management
2011 · External reference
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A top-down approach for distribution loss evaluation
10.1109/tpwrd.2009.2014266 · 2009 · External reference
Allocating distribution losses to customers using distribution loss factors
2001 · External reference
Markov decision processes
10.1016/s0927-0507(05)80172-0 · 1990 · External reference
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2007 · External reference
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2011 · External reference
Using mutual information for selecting features in supervised neural net learning
10.1109/72.298224 · 1994 · External reference
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