AMI-Enabled Phase Identification through a Modified Clustering Algorithm

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Z. S. Hosseini, A. Khodaei, A. Paaso, “AMI-Enabled Phase Identification through a Modified Clustering Algorithm,” IEEE Transactions on Power Systems, In press, 2020.

Artificial Intelligence Assisted Power Grid Hardening in Response to Extreme Weather Events

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R. Eskandarpour†, A. Khodaei, E. A. Paaso, and M. Abdullah, “Artificial Intelligence Assisted Power Grid Hardening in Response to Extreme Weather Events,” CIGRE Grid of the Future Symposium, Reston, VA, Oct. 2018.

AMI-Enabled Distribution Network Line Outage Identification via Multi-Label SVM

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Z. Hosseini, M. Mahoor, A. Khodaei, “AMI-Enabled Distribution Network Line Outage Identification via Multi-Label SVM,” IEEE Power Engineering Letters, vol. 9, no. 5, pp. 5470-5472, Sep. 2018.

Data Fusion and Machine Learning Integration forTransformer Loss of Life Estimation

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M. Mahoor†, and A. Khodaei, “Data Fusion and Machine Learning Integration forTransformer Loss of Life Estimation,” IEEE PES Transmission and Distribution Conference and Exposition, Denver, CO, Apr. 2018.

Leveraging Accuracy-Uncertainty Tradeoff in SVM to Achieve Highly Accurate Outage Predictions

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R. Eskandarpour, and A. Khodaei, “Leveraging Accuracy-Uncertainty Tradeoff in SVM to Achieve Highly Accurate Outage Predictions,” IEEE Power Engineering Letters, vol. 33, no. 1, pp. 1139-1141, Jan. 2018.

Leveraging Sensory Data in Estimating Transformer Lifetime

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M. Mahoor†, A. Majzoobi†, Z. Hosseini† and A. Khodaei, “Leveraging Sensory Data in Estimating Transformer Lifetime,” North American Power Symposium, Morgantown, WV, Sep. 2017.

Component Outage Estimation based on Support Vector Machine

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R. Eskandarpour†, and A. Khodaei, “Component Outage Estimation based on Support Vector Machine, IEEE PES General Meeting,” Chicago, IL, Jul. 2017.

Machine Learning Applications in Estimating Transformer Loss of Life

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A. Majzoobi†, M. Mahoor†, and A. Khodaei, “Machine Learning Applications in Estimating Transformer Loss of Life,” IEEE PES General Meeting, Chicago, IL, Jul. 2017.

Event-Driven Security-Constrained Unit Commitment with Component Outage Estimation Based on Machine Learning Method

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R. Eskandarpour†, A. Khodaei, J. Lin, “Event-Driven Security-Constrained Unit Commitment with Component Outage Estimation Based on Machine Learning Method,” North American Power Symposium, Denver, CO, September 2016.

Day-Ahead Solar Forecasting Using Time Series Stationarization and Feed-Forward Neural Network

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M. Alanazi†, and A. Khodaei, “Day-Ahead Solar Forecasting Using Time Series Stationarization and Feed-Forward Neural Network,” North American Power Symposium, Denver, CO, September 2016.