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Emerging: Smart Grid & Energy Management

Very-Short Term Forecasting of Electricity Price Signals Using a Pareto Composition of Kernel Machines in Smart Power Systems


Paper presented in "Symposium on Signal and Information Processing for Optimizing Future Energy Systems" that was part of GlobalSip 2015 Conference.

Citation of the paper:

M. Alamaniotis, N. Bourbakis, and L.H. Tsoukalas, “Very-Short Term Forecasting of Electricity Price Signals Using a Pareto Composition of Kernel Machines in Smart Power Systems,” 3rd IEEE Global Conference on Signal and Information Processing, Orlando, FL, December 2015, pp. 1-5.

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Paper Details

Authors:
Nikolaos Bourbakis, Lefteri H. Tsoukalas
Submitted On:
23 February 2016 - 1:44pm
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[1] Nikolaos Bourbakis, Lefteri H. Tsoukalas, "Very-Short Term Forecasting of Electricity Price Signals Using a Pareto Composition of Kernel Machines in Smart Power Systems", IEEE SigPort, 2015. [Online]. Available: http://sigport.org/483. Accessed: Sep. 18, 2019.
@article{483-15,
url = {http://sigport.org/483},
author = {Nikolaos Bourbakis; Lefteri H. Tsoukalas },
publisher = {IEEE SigPort},
title = {Very-Short Term Forecasting of Electricity Price Signals Using a Pareto Composition of Kernel Machines in Smart Power Systems},
year = {2015} }
TY - EJOUR
T1 - Very-Short Term Forecasting of Electricity Price Signals Using a Pareto Composition of Kernel Machines in Smart Power Systems
AU - Nikolaos Bourbakis; Lefteri H. Tsoukalas
PY - 2015
PB - IEEE SigPort
UR - http://sigport.org/483
ER -
Nikolaos Bourbakis, Lefteri H. Tsoukalas. (2015). Very-Short Term Forecasting of Electricity Price Signals Using a Pareto Composition of Kernel Machines in Smart Power Systems. IEEE SigPort. http://sigport.org/483
Nikolaos Bourbakis, Lefteri H. Tsoukalas, 2015. Very-Short Term Forecasting of Electricity Price Signals Using a Pareto Composition of Kernel Machines in Smart Power Systems. Available at: http://sigport.org/483.
Nikolaos Bourbakis, Lefteri H. Tsoukalas. (2015). "Very-Short Term Forecasting of Electricity Price Signals Using a Pareto Composition of Kernel Machines in Smart Power Systems." Web.
1. Nikolaos Bourbakis, Lefteri H. Tsoukalas. Very-Short Term Forecasting of Electricity Price Signals Using a Pareto Composition of Kernel Machines in Smart Power Systems [Internet]. IEEE SigPort; 2015. Available from : http://sigport.org/483

Non-Intrusive Load Monitoring: A Power Consumption Based Relaxation


Non-Intrusive Load Monitoring: A Power Consumption Based Relaxation

Obtaining per-device energy consumption estimates in Non-Intrusive Load Monitoring (NILM) has proven to be a challenging task. We present Power Consumption Clustered Non-Intrusive Load Monitoring (PCC-NILM), a relaxation of the NILM problem that estimates the energy consumed by devices operating in different power ranges. The Approximate Power Trace Decomposition Algorithm (APTDA) is presented as an unsupervised, data-driven solution to the PCC-NILM problem.

Paper Details

Authors:
José M.F. Moura, Mario Bergès
Submitted On:
23 February 2016 - 1:44pm
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[1] José M.F. Moura, Mario Bergès, "Non-Intrusive Load Monitoring: A Power Consumption Based Relaxation", IEEE SigPort, 2015. [Online]. Available: http://sigport.org/481. Accessed: Sep. 18, 2019.
@article{481-15,
url = {http://sigport.org/481},
author = {José M.F. Moura; Mario Bergès },
publisher = {IEEE SigPort},
title = {Non-Intrusive Load Monitoring: A Power Consumption Based Relaxation},
year = {2015} }
TY - EJOUR
T1 - Non-Intrusive Load Monitoring: A Power Consumption Based Relaxation
AU - José M.F. Moura; Mario Bergès
PY - 2015
PB - IEEE SigPort
UR - http://sigport.org/481
ER -
José M.F. Moura, Mario Bergès. (2015). Non-Intrusive Load Monitoring: A Power Consumption Based Relaxation. IEEE SigPort. http://sigport.org/481
José M.F. Moura, Mario Bergès, 2015. Non-Intrusive Load Monitoring: A Power Consumption Based Relaxation. Available at: http://sigport.org/481.
José M.F. Moura, Mario Bergès. (2015). "Non-Intrusive Load Monitoring: A Power Consumption Based Relaxation." Web.
1. José M.F. Moura, Mario Bergès. Non-Intrusive Load Monitoring: A Power Consumption Based Relaxation [Internet]. IEEE SigPort; 2015. Available from : http://sigport.org/481

Placing and Sizing Distributed Photovoltaic Generators for Optimal Reactive Power Compensation


A two-stage stochastic programming approach is pursued to optimally place and size photovoltaic (PV) inverters in a radial distribution network under solar irradiance and load uncertainties. First-stage variables include binary PV unit placement as well as continuous real and apparent power capacities of the inverters. Second-stage decisions comprise reactive power compensation, power flows, and nodal voltages, which are determined adaptively to the uncertainty. The objective is to minimize installation cost and expected thermal losses on the network.

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globalsip2015.pdf

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[1] , "Placing and Sizing Distributed Photovoltaic Generators for Optimal Reactive Power Compensation", IEEE SigPort, 2015. [Online]. Available: http://sigport.org/467. Accessed: Sep. 18, 2019.
@article{467-15,
url = {http://sigport.org/467},
author = { },
publisher = {IEEE SigPort},
title = {Placing and Sizing Distributed Photovoltaic Generators for Optimal Reactive Power Compensation},
year = {2015} }
TY - EJOUR
T1 - Placing and Sizing Distributed Photovoltaic Generators for Optimal Reactive Power Compensation
AU -
PY - 2015
PB - IEEE SigPort
UR - http://sigport.org/467
ER -
. (2015). Placing and Sizing Distributed Photovoltaic Generators for Optimal Reactive Power Compensation. IEEE SigPort. http://sigport.org/467
, 2015. Placing and Sizing Distributed Photovoltaic Generators for Optimal Reactive Power Compensation. Available at: http://sigport.org/467.
. (2015). "Placing and Sizing Distributed Photovoltaic Generators for Optimal Reactive Power Compensation." Web.
1. . Placing and Sizing Distributed Photovoltaic Generators for Optimal Reactive Power Compensation [Internet]. IEEE SigPort; 2015. Available from : http://sigport.org/467

Optimal Scheduling of Networked Energy Storages

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Authors:
A. Oroojlooyjadid,D. Fooladivanda , J. A. Taylor, L. V. Snyder
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23 February 2016 - 1:44pm
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[1] A. Oroojlooyjadid,D. Fooladivanda , J. A. Taylor, L. V. Snyder, "Optimal Scheduling of Networked Energy Storages", IEEE SigPort, 2015. [Online]. Available: http://sigport.org/459. Accessed: Sep. 18, 2019.
@article{459-15,
url = {http://sigport.org/459},
author = {A. Oroojlooyjadid;D. Fooladivanda ; J. A. Taylor; L. V. Snyder },
publisher = {IEEE SigPort},
title = {Optimal Scheduling of Networked Energy Storages},
year = {2015} }
TY - EJOUR
T1 - Optimal Scheduling of Networked Energy Storages
AU - A. Oroojlooyjadid;D. Fooladivanda ; J. A. Taylor; L. V. Snyder
PY - 2015
PB - IEEE SigPort
UR - http://sigport.org/459
ER -
A. Oroojlooyjadid,D. Fooladivanda , J. A. Taylor, L. V. Snyder. (2015). Optimal Scheduling of Networked Energy Storages. IEEE SigPort. http://sigport.org/459
A. Oroojlooyjadid,D. Fooladivanda , J. A. Taylor, L. V. Snyder, 2015. Optimal Scheduling of Networked Energy Storages. Available at: http://sigport.org/459.
A. Oroojlooyjadid,D. Fooladivanda , J. A. Taylor, L. V. Snyder. (2015). "Optimal Scheduling of Networked Energy Storages." Web.
1. A. Oroojlooyjadid,D. Fooladivanda , J. A. Taylor, L. V. Snyder. Optimal Scheduling of Networked Energy Storages [Internet]. IEEE SigPort; 2015. Available from : http://sigport.org/459

Power Dispatch and Load Control with Generation Uncertainty


In this paper, we focus on the problem of joint load scheduling and generation management to better match supply and demand. We formulate an optimization problem to jointly minimize the generation cost and discomfort cost of the users subject to the voltage and power balance equations for the equivalent circuit of the power system. The optimal power flow (OPF) equations are solved using semidefinite programming (SDP) relaxation technique. In our system model, we assume that users can exploit renewable energy resources (RERs).

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Authors:
Pedram Samadi, Vincent W.S. Wong, Robert Schober
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23 February 2016 - 1:44pm
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[1] Pedram Samadi, Vincent W.S. Wong, Robert Schober, "Power Dispatch and Load Control with Generation Uncertainty", IEEE SigPort, 2015. [Online]. Available: http://sigport.org/450. Accessed: Sep. 18, 2019.
@article{450-15,
url = {http://sigport.org/450},
author = {Pedram Samadi; Vincent W.S. Wong; Robert Schober },
publisher = {IEEE SigPort},
title = {Power Dispatch and Load Control with Generation Uncertainty},
year = {2015} }
TY - EJOUR
T1 - Power Dispatch and Load Control with Generation Uncertainty
AU - Pedram Samadi; Vincent W.S. Wong; Robert Schober
PY - 2015
PB - IEEE SigPort
UR - http://sigport.org/450
ER -
Pedram Samadi, Vincent W.S. Wong, Robert Schober. (2015). Power Dispatch and Load Control with Generation Uncertainty. IEEE SigPort. http://sigport.org/450
Pedram Samadi, Vincent W.S. Wong, Robert Schober, 2015. Power Dispatch and Load Control with Generation Uncertainty. Available at: http://sigport.org/450.
Pedram Samadi, Vincent W.S. Wong, Robert Schober. (2015). "Power Dispatch and Load Control with Generation Uncertainty." Web.
1. Pedram Samadi, Vincent W.S. Wong, Robert Schober. Power Dispatch and Load Control with Generation Uncertainty [Internet]. IEEE SigPort; 2015. Available from : http://sigport.org/450

Placing and Sizing Distributed Photovoltaic Generators for Optimal Reactive Power Compensation

Paper Details

Authors:
Nikolaos Gatsis
Submitted On:
15 December 2016 - 10:02pm
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[1] Nikolaos Gatsis, "Placing and Sizing Distributed Photovoltaic Generators for Optimal Reactive Power Compensation", IEEE SigPort, 2015. [Online]. Available: http://sigport.org/437. Accessed: Sep. 18, 2019.
@article{437-15,
url = {http://sigport.org/437},
author = {Nikolaos Gatsis },
publisher = {IEEE SigPort},
title = {Placing and Sizing Distributed Photovoltaic Generators for Optimal Reactive Power Compensation},
year = {2015} }
TY - EJOUR
T1 - Placing and Sizing Distributed Photovoltaic Generators for Optimal Reactive Power Compensation
AU - Nikolaos Gatsis
PY - 2015
PB - IEEE SigPort
UR - http://sigport.org/437
ER -
Nikolaos Gatsis. (2015). Placing and Sizing Distributed Photovoltaic Generators for Optimal Reactive Power Compensation. IEEE SigPort. http://sigport.org/437
Nikolaos Gatsis, 2015. Placing and Sizing Distributed Photovoltaic Generators for Optimal Reactive Power Compensation. Available at: http://sigport.org/437.
Nikolaos Gatsis. (2015). "Placing and Sizing Distributed Photovoltaic Generators for Optimal Reactive Power Compensation." Web.
1. Nikolaos Gatsis. Placing and Sizing Distributed Photovoltaic Generators for Optimal Reactive Power Compensation [Internet]. IEEE SigPort; 2015. Available from : http://sigport.org/437

A New Unsupervised Event Detector for Non-Intrusive Load Monitoring

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Authors:
Benjamin Wild, Bin Yang
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23 February 2016 - 1:44pm
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[1] Benjamin Wild, Bin Yang, "A New Unsupervised Event Detector for Non-Intrusive Load Monitoring", IEEE SigPort, 2015. [Online]. Available: http://sigport.org/425. Accessed: Sep. 18, 2019.
@article{425-15,
url = {http://sigport.org/425},
author = {Benjamin Wild; Bin Yang },
publisher = {IEEE SigPort},
title = {A New Unsupervised Event Detector for Non-Intrusive Load Monitoring},
year = {2015} }
TY - EJOUR
T1 - A New Unsupervised Event Detector for Non-Intrusive Load Monitoring
AU - Benjamin Wild; Bin Yang
PY - 2015
PB - IEEE SigPort
UR - http://sigport.org/425
ER -
Benjamin Wild, Bin Yang. (2015). A New Unsupervised Event Detector for Non-Intrusive Load Monitoring. IEEE SigPort. http://sigport.org/425
Benjamin Wild, Bin Yang, 2015. A New Unsupervised Event Detector for Non-Intrusive Load Monitoring. Available at: http://sigport.org/425.
Benjamin Wild, Bin Yang. (2015). "A New Unsupervised Event Detector for Non-Intrusive Load Monitoring." Web.
1. Benjamin Wild, Bin Yang. A New Unsupervised Event Detector for Non-Intrusive Load Monitoring [Internet]. IEEE SigPort; 2015. Available from : http://sigport.org/425

Toward a Semi-Supervised Non-Intrusive Load Monitoring System for Event-based Energy Disaggregation

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Authors:
Bin Yang
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23 February 2016 - 1:44pm
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[1] Bin Yang, "Toward a Semi-Supervised Non-Intrusive Load Monitoring System for Event-based Energy Disaggregation", IEEE SigPort, 2015. [Online]. Available: http://sigport.org/423. Accessed: Sep. 18, 2019.
@article{423-15,
url = {http://sigport.org/423},
author = {Bin Yang },
publisher = {IEEE SigPort},
title = {Toward a Semi-Supervised Non-Intrusive Load Monitoring System for Event-based Energy Disaggregation},
year = {2015} }
TY - EJOUR
T1 - Toward a Semi-Supervised Non-Intrusive Load Monitoring System for Event-based Energy Disaggregation
AU - Bin Yang
PY - 2015
PB - IEEE SigPort
UR - http://sigport.org/423
ER -
Bin Yang. (2015). Toward a Semi-Supervised Non-Intrusive Load Monitoring System for Event-based Energy Disaggregation. IEEE SigPort. http://sigport.org/423
Bin Yang, 2015. Toward a Semi-Supervised Non-Intrusive Load Monitoring System for Event-based Energy Disaggregation. Available at: http://sigport.org/423.
Bin Yang. (2015). "Toward a Semi-Supervised Non-Intrusive Load Monitoring System for Event-based Energy Disaggregation." Web.
1. Bin Yang. Toward a Semi-Supervised Non-Intrusive Load Monitoring System for Event-based Energy Disaggregation [Internet]. IEEE SigPort; 2015. Available from : http://sigport.org/423

Toward a Semi-Supervised Non-Intrusive Load Monitoring System for Event-based Energy Disaggregation

Paper Details

Authors:
Bin Yang
Submitted On:
23 February 2016 - 1:44pm
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[1] Bin Yang, "Toward a Semi-Supervised Non-Intrusive Load Monitoring System for Event-based Energy Disaggregation", IEEE SigPort, 2015. [Online]. Available: http://sigport.org/421. Accessed: Sep. 18, 2019.
@article{421-15,
url = {http://sigport.org/421},
author = {Bin Yang },
publisher = {IEEE SigPort},
title = {Toward a Semi-Supervised Non-Intrusive Load Monitoring System for Event-based Energy Disaggregation},
year = {2015} }
TY - EJOUR
T1 - Toward a Semi-Supervised Non-Intrusive Load Monitoring System for Event-based Energy Disaggregation
AU - Bin Yang
PY - 2015
PB - IEEE SigPort
UR - http://sigport.org/421
ER -
Bin Yang. (2015). Toward a Semi-Supervised Non-Intrusive Load Monitoring System for Event-based Energy Disaggregation. IEEE SigPort. http://sigport.org/421
Bin Yang, 2015. Toward a Semi-Supervised Non-Intrusive Load Monitoring System for Event-based Energy Disaggregation. Available at: http://sigport.org/421.
Bin Yang. (2015). "Toward a Semi-Supervised Non-Intrusive Load Monitoring System for Event-based Energy Disaggregation." Web.
1. Bin Yang. Toward a Semi-Supervised Non-Intrusive Load Monitoring System for Event-based Energy Disaggregation [Internet]. IEEE SigPort; 2015. Available from : http://sigport.org/421

Microgrid Dispatch and Price of Reliability using Stochastic Approximation


When properly operated, microgrids can facilitate the integration of stochastic renewable energy without compromising service reliability. However, in the context of multi-stage dispatching, finding the optimal day-ahead energy procurement that accounts for the variability of real-time operation is a computationally challenging task. This paper develops a computationally efficient two-stage economic dispatch scheme for a microgrid that exchanges energy with an external power system.

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Authors:
Luis M. Lopez-Ramos, Antonio G. Marques, Georgios B. Giannakis
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23 February 2016 - 1:44pm
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[1] Luis M. Lopez-Ramos, Antonio G. Marques, Georgios B. Giannakis, "Microgrid Dispatch and Price of Reliability using Stochastic Approximation", IEEE SigPort, 2015. [Online]. Available: http://sigport.org/411. Accessed: Sep. 18, 2019.
@article{411-15,
url = {http://sigport.org/411},
author = {Luis M. Lopez-Ramos; Antonio G. Marques; Georgios B. Giannakis },
publisher = {IEEE SigPort},
title = {Microgrid Dispatch and Price of Reliability using Stochastic Approximation},
year = {2015} }
TY - EJOUR
T1 - Microgrid Dispatch and Price of Reliability using Stochastic Approximation
AU - Luis M. Lopez-Ramos; Antonio G. Marques; Georgios B. Giannakis
PY - 2015
PB - IEEE SigPort
UR - http://sigport.org/411
ER -
Luis M. Lopez-Ramos, Antonio G. Marques, Georgios B. Giannakis. (2015). Microgrid Dispatch and Price of Reliability using Stochastic Approximation. IEEE SigPort. http://sigport.org/411
Luis M. Lopez-Ramos, Antonio G. Marques, Georgios B. Giannakis, 2015. Microgrid Dispatch and Price of Reliability using Stochastic Approximation. Available at: http://sigport.org/411.
Luis M. Lopez-Ramos, Antonio G. Marques, Georgios B. Giannakis. (2015). "Microgrid Dispatch and Price of Reliability using Stochastic Approximation." Web.
1. Luis M. Lopez-Ramos, Antonio G. Marques, Georgios B. Giannakis. Microgrid Dispatch and Price of Reliability using Stochastic Approximation [Internet]. IEEE SigPort; 2015. Available from : http://sigport.org/411

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