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Emerging: Smart Grid & Energy Management

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: May. 30, 2020.
@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: May. 30, 2020.
@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

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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: May. 30, 2020.
@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: May. 30, 2020.
@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

Data-Driven Cyber-Physical Detection and Defense Strategy Against Data Integrity Attacks in Smart Grid Systems

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23 February 2016 - 1:44pm
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[1] , "Data-Driven Cyber-Physical Detection and Defense Strategy Against Data Integrity Attacks in Smart Grid Systems", IEEE SigPort, 2015. [Online]. Available: http://sigport.org/409. Accessed: May. 30, 2020.
@article{409-15,
url = {http://sigport.org/409},
author = { },
publisher = {IEEE SigPort},
title = {Data-Driven Cyber-Physical Detection and Defense Strategy Against Data Integrity Attacks in Smart Grid Systems},
year = {2015} }
TY - EJOUR
T1 - Data-Driven Cyber-Physical Detection and Defense Strategy Against Data Integrity Attacks in Smart Grid Systems
AU -
PY - 2015
PB - IEEE SigPort
UR - http://sigport.org/409
ER -
. (2015). Data-Driven Cyber-Physical Detection and Defense Strategy Against Data Integrity Attacks in Smart Grid Systems. IEEE SigPort. http://sigport.org/409
, 2015. Data-Driven Cyber-Physical Detection and Defense Strategy Against Data Integrity Attacks in Smart Grid Systems. Available at: http://sigport.org/409.
. (2015). "Data-Driven Cyber-Physical Detection and Defense Strategy Against Data Integrity Attacks in Smart Grid Systems." Web.
1. . Data-Driven Cyber-Physical Detection and Defense Strategy Against Data Integrity Attacks in Smart Grid Systems [Internet]. IEEE SigPort; 2015. Available from : http://sigport.org/409

Demand Side Management with a Human Behavior Model for Energy Cost Optimization in Smart Grid

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[1] , "Demand Side Management with a Human Behavior Model for Energy Cost Optimization in Smart Grid", IEEE SigPort, 2015. [Online]. Available: http://sigport.org/401. Accessed: May. 30, 2020.
@article{401-15,
url = {http://sigport.org/401},
author = { },
publisher = {IEEE SigPort},
title = {Demand Side Management with a Human Behavior Model for Energy Cost Optimization in Smart Grid},
year = {2015} }
TY - EJOUR
T1 - Demand Side Management with a Human Behavior Model for Energy Cost Optimization in Smart Grid
AU -
PY - 2015
PB - IEEE SigPort
UR - http://sigport.org/401
ER -
. (2015). Demand Side Management with a Human Behavior Model for Energy Cost Optimization in Smart Grid. IEEE SigPort. http://sigport.org/401
, 2015. Demand Side Management with a Human Behavior Model for Energy Cost Optimization in Smart Grid. Available at: http://sigport.org/401.
. (2015). "Demand Side Management with a Human Behavior Model for Energy Cost Optimization in Smart Grid." Web.
1. . Demand Side Management with a Human Behavior Model for Energy Cost Optimization in Smart Grid [Internet]. IEEE SigPort; 2015. Available from : http://sigport.org/401

Energy and Workload Management for Data Centers in Renewable-Integrated Power Grid


This is the slides by Tianyi Chen, Xin Wang, G. B. Giannakis.

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Authors:
XIN WANG
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23 February 2016 - 1:44pm
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[1] XIN WANG, "Energy and Workload Management for Data Centers in Renewable-Integrated Power Grid", IEEE SigPort, 2015. [Online]. Available: http://sigport.org/397. Accessed: May. 30, 2020.
@article{397-15,
url = {http://sigport.org/397},
author = {XIN WANG },
publisher = {IEEE SigPort},
title = {Energy and Workload Management for Data Centers in Renewable-Integrated Power Grid},
year = {2015} }
TY - EJOUR
T1 - Energy and Workload Management for Data Centers in Renewable-Integrated Power Grid
AU - XIN WANG
PY - 2015
PB - IEEE SigPort
UR - http://sigport.org/397
ER -
XIN WANG. (2015). Energy and Workload Management for Data Centers in Renewable-Integrated Power Grid. IEEE SigPort. http://sigport.org/397
XIN WANG, 2015. Energy and Workload Management for Data Centers in Renewable-Integrated Power Grid. Available at: http://sigport.org/397.
XIN WANG. (2015). "Energy and Workload Management for Data Centers in Renewable-Integrated Power Grid." Web.
1. XIN WANG. Energy and Workload Management for Data Centers in Renewable-Integrated Power Grid [Internet]. IEEE SigPort; 2015. Available from : http://sigport.org/397

A new approach for supervised power disaggregation by using a deep recurrent LSTM network

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Authors:
Bin Yang
Submitted On:
23 February 2016 - 1:38pm
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[1] Bin Yang, "A new approach for supervised power disaggregation by using a deep recurrent LSTM network", IEEE SigPort, 2015. [Online]. Available: http://sigport.org/354. Accessed: May. 30, 2020.
@article{354-15,
url = {http://sigport.org/354},
author = {Bin Yang },
publisher = {IEEE SigPort},
title = {A new approach for supervised power disaggregation by using a deep recurrent LSTM network},
year = {2015} }
TY - EJOUR
T1 - A new approach for supervised power disaggregation by using a deep recurrent LSTM network
AU - Bin Yang
PY - 2015
PB - IEEE SigPort
UR - http://sigport.org/354
ER -
Bin Yang. (2015). A new approach for supervised power disaggregation by using a deep recurrent LSTM network. IEEE SigPort. http://sigport.org/354
Bin Yang, 2015. A new approach for supervised power disaggregation by using a deep recurrent LSTM network. Available at: http://sigport.org/354.
Bin Yang. (2015). "A new approach for supervised power disaggregation by using a deep recurrent LSTM network." Web.
1. Bin Yang. A new approach for supervised power disaggregation by using a deep recurrent LSTM network [Internet]. IEEE SigPort; 2015. Available from : http://sigport.org/354

Nonsmooth Optimization for Optimal Power Flow over Transmission Networks

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23 February 2016 - 1:44pm
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[1] , "Nonsmooth Optimization for Optimal Power Flow over Transmission Networks", IEEE SigPort, 2015. [Online]. Available: http://sigport.org/349. Accessed: May. 30, 2020.
@article{349-15,
url = {http://sigport.org/349},
author = { },
publisher = {IEEE SigPort},
title = {Nonsmooth Optimization for Optimal Power Flow over Transmission Networks},
year = {2015} }
TY - EJOUR
T1 - Nonsmooth Optimization for Optimal Power Flow over Transmission Networks
AU -
PY - 2015
PB - IEEE SigPort
UR - http://sigport.org/349
ER -
. (2015). Nonsmooth Optimization for Optimal Power Flow over Transmission Networks. IEEE SigPort. http://sigport.org/349
, 2015. Nonsmooth Optimization for Optimal Power Flow over Transmission Networks. Available at: http://sigport.org/349.
. (2015). "Nonsmooth Optimization for Optimal Power Flow over Transmission Networks." Web.
1. . Nonsmooth Optimization for Optimal Power Flow over Transmission Networks [Internet]. IEEE SigPort; 2015. Available from : http://sigport.org/349

A feasibility study of automated plug-load identification from high-frequency measurements


Plug-meters benefit many grid and building-level energy management applications like automated load control and load scheduling. However, installing and maintaining large and/orlong term deployments of such meters requires assignment and updating of the identity (labels) of electrical loads connected to them. Although the literature on electricity disaggregation and appliance identification is extensive, there is no consensus on the generalizability of the proposed solutions, especially with respect to the features that are extracted from voltage and current measurements.

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Authors:
Emre Can Kara, Suman Giri, Mario Berges
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23 February 2016 - 1:44pm
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A feasibility study of automated plug-load identification from high-frequency measurements.pdf

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[1] Emre Can Kara, Suman Giri, Mario Berges, "A feasibility study of automated plug-load identification from high-frequency measurements", IEEE SigPort, 2015. [Online]. Available: http://sigport.org/334. Accessed: May. 30, 2020.
@article{334-15,
url = {http://sigport.org/334},
author = {Emre Can Kara; Suman Giri; Mario Berges },
publisher = {IEEE SigPort},
title = {A feasibility study of automated plug-load identification from high-frequency measurements},
year = {2015} }
TY - EJOUR
T1 - A feasibility study of automated plug-load identification from high-frequency measurements
AU - Emre Can Kara; Suman Giri; Mario Berges
PY - 2015
PB - IEEE SigPort
UR - http://sigport.org/334
ER -
Emre Can Kara, Suman Giri, Mario Berges. (2015). A feasibility study of automated plug-load identification from high-frequency measurements. IEEE SigPort. http://sigport.org/334
Emre Can Kara, Suman Giri, Mario Berges, 2015. A feasibility study of automated plug-load identification from high-frequency measurements. Available at: http://sigport.org/334.
Emre Can Kara, Suman Giri, Mario Berges. (2015). "A feasibility study of automated plug-load identification from high-frequency measurements." Web.
1. Emre Can Kara, Suman Giri, Mario Berges. A feasibility study of automated plug-load identification from high-frequency measurements [Internet]. IEEE SigPort; 2015. Available from : http://sigport.org/334

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