SEPTEMBER 2019 VOLUME 10 NUMBER 5 ITSGBQ (ISSN 1949-3053) - IEEE Power … · 2020-02-06 ·...

SEPTEMBER 2019 VOLUME 10 NUMBER 5 ITSGBQ (ISSN 1949-3053)

REGULAR PAPERS

Maximum Loadability of Islanded Microgrids With Renewable Energy Generation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . X. Xu, Z. Yan, M. Shahidehpour, S. Chen, H. Wang, Z. Li, and Q. Zhou 4696

EV Charging Schedule in Coupled Constrained Networks of Transportation and Power System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Y. Sun, Z. Chen, Z. Li, W. Tian, and M. Shahidehpour 4706

Estimation of Cell SOC Evolution and System Performance in Module-Based Battery Charge Equalization Systems . . . . . . . . . . . .. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . W. Han, C. Zou, C. Zhou, and L. Zhang 4717

A Resilient Consensus-Based Distributed Energy Management Algorithm Against Data Integrity Attacks . . . . . . . . . . . . . . . . . . . . . .. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . J. Duan and M.-Y. Chow 4729

Risk-Based Mitigation of Load Curtailment Cyber Attack Using Intelligent Agents in a Shipboard Power System . . . . . . . . . . . . . .. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . T. R. B. Kushal, K. Lai, and M. S. Illindala 4741

(Contents Continued on Page 4693)

(Contents Continued from Front Cover)

Distributed Finite-Time Consensus Control for Heterogeneous Battery Energy Storage Systems in Droop-Controlled Microgrids. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . J. Hu and A. Lanzon 4751

Practical Energy Management Systems for Isolated Microgrids . . . . . . . . . . . B. V. Solanki, C. A. Cañizares, and K. Bhattacharya 4762Predictive Risk Management for Dynamic Tree Trimming Scheduling for Distribution Networks . . . T. Dokic and M. Kezunovic 4776Flexibility Exchange Strategy to Facilitate Congestion and Voltage Profile Management in Power Networks . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .H. Liao and J. V. Milanovic 4786Comprehensive Congestion Management for Distribution Networks Based on Dynamic Tariff, Reconfiguration, and Re-Profiling

Product . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . F. Shen, S. Huang, Q. Wu, S. Repo, Y. Xu, and J. Østergaard 4795Hardware and Software Implementation of Decentralized Active Demand Response (DADR) System Supporting Primary

Regulation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . R. Smolenski, G. Benysek, P. Lezynski, and M. Jarnut 4806A Fault Detection Method of Microgrids With Grid-Connected Inverter Interfaced Distributed Generators Based on the PQ Control

Strategy . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . F. Zhang and L. Mu 4816A Framework for Robust Long-Term Voltage Stability of Distribution Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . H. D. Nguyen, K. Dvijotham, S. Yu, and K. Turitsyn 4827A Hierarchical VLSM-Based Demand Response Strategy for Coordinative Voltage Control Between Transmission and Distribution

Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . X. Zhu, J. Wang, N. Lu, N. Samaan, R. Huang, and X. Ke 4838Small-Signal Stability Analysis and Performance Evaluation of Microgrids Under Distributed Control . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Y. Yan, D. Shi, D. Bian, B. Huang, Z. Yi, and Z. Wang 4848Planning Multiple Energy Systems Toward Low-Carbon Society: A Decentralized Approach . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .Y. Cheng, N. Zhang, Z. Lu, and C. Kang 4859A Decentralized H-Infinity Unscented Kalman Filter for Dynamic State Estimation Against Uncertainties . . J. Zhao and L. Mili 4870Coordinated Regional-District Operation of Integrated Energy Systems for Resilience Enhancement in Natural Disasters . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . M. Yan, Y. He, M. Shahidehpour, X. Ai, Z. Li, and J. Wen 4881RAINCOAT: Randomization of Network Communication in Power Grid Cyber Infrastructure to Mislead Attackers . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . H. Lin, Z. T. Kalbarczyk, and R. K. Iyer 4893Enabling a Transactive Distribution System via Real-Time Distributed Optimization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . X. Le, S. Chen, Z. Yan, J. Ping, X. Zhao, N. Zhang, and J. Xi 4907Frequency Derivative-Based Inertia Enhancement by Grid-Connected Power Converters With a Frequency-Locked-Loop . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . J. Fang, R. Zhang, H. Li, and Y. Tang 4918Demand Response in Data Centers: Integration of Server Provisioning and Power Procurement . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . S. Kwon, L. Ntaimo, and N. Gautam 4928Transactive Real-Time Electric Vehicle Charging Management for Commercial Buildings With PV On-Site Generation . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .Z. Liu, Q. Wu, M. Shahidehpour, C. Li, S. Huang, and W. Wei 4939Transient Optimization of Parallel Connected Inverters in Islanded AC Microgrids . . . A. M. Dissanayake and N. C. Ekneligoda 4951Modified Cross-Entropy Method for Classification of Events in NILM Systems . . . . . . . . . . . . R. Machlev, Y. Levron, and Y. Beck 4962Integration of Renewable Energy Sources by Load Shifting and Utilizing Value Storage . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . A. A. Almehizia, H. M. K. Al-Masri, and M. Ehsani 4974Joint Detection and Mitigation of False Data Injection Attacks in AGC Systems . . . . M. Khalaf, A. Youssef, and E. El-Saadany 4985Enhancing Distribution System Resilience With Mobile Energy Storage and Microgrids . . . . . . . . . . . . . . . . J. Kim and Y. Dvorkin 4996A Deep Learning-Based Feature Extraction Framework for System Security Assessment . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . M. Sun, I. Konstantelos, and G. Strbac 5007Control of Communications-Dependent Cascading Failures in Power Grids . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . J. Cordova-Garcia, X. Wang, D. Xie, Y. Zhao, and L. Zuo 5021A Generalized Model for the Optimal Operation of Microgrids in Grid-Connected and Islanded Droop-Based Mode . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . P. P. Vergara, J. M. Rey, J. C. López, M. J. Rider, L. C. P. da Silva, H. R. Shaker, and B. N. Jørgensen 5032ADMM-Based Distributed OPF Problem Meets Stochastic Communication Delay . . . . . . . . . . . . . . .J. Xu, H. Sun, and C. J. Dent 5046Voltage Quality Improvement in Low Voltage Distribution Networks Using Reactive Power Capability of Single-Phase

PV Inverters . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . M. Zeraati, M. E. Hamedani Golshan, and J. M. Guerrero 5057Enhancing Performance of Wide-Area Back-Up Protection Scheme Using PMU Assisted Dynamic State Estimator . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Shalini, S. R. Samantaray, and A. Sharma 5066A Decentralized Composite Controller for Unified Voltage Control With Global System Large-Signal Stability in DC Microgrids

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . P. Lin, C. Zhang, P. Wang, and J. Xiao 5075Dual Current Control of Inverter-Interfaced Renewable Energy Sources for Precise Phase Selection . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . M. A. Azzouz and A. Hooshyar 5092Energy Optimization of HVAC Systems in Commercial Buildings Considering Indoor Air Quality Management . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . L. Yu, D. Xie, C. Huang, T. Jiang, and Y. Zou 5103

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An Adaptive Distributed Quasi-Newton Method for Power System State Estimation . . . . . . . . . . . . . . . . . . . . . W. Zheng and W. Wu 5114Analysis of Consensus-Based Islanded Microgrids Subject to Unexpected Electrical and Communication Partitions . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . C. X. Rosero, M. Velasco, P. Martí, A. Camacho, J. Miret, and M. Castilla 5125A Multilayer and Event-Triggered Voltage and Frequency Management Technique for Microgrid’s Central Controller Considering

Operational and Sustainability Aspects . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . M. A. Shoeb, F. Shahnia, and G. Shafiullah 5136Optimal Bidding Strategy of Transactive Agents in Local Energy Markets . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . R. Ghorani, M. Fotuhi-Firuzabad, and M. Moeini-Aghtaie 5152Decentralized P2P Energy Trading Under Network Constraints in a Low-Voltage Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . J. Guerrero, A. C. Chapman, and G. Verbic 5163Online Cyber-Attack Detection in Smart Grid: A Reinforcement Learning Approach . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . M. N. Kurt, O. Ogundijo, C. Li, and X. Wang 5174Optimal Load Ensemble Control in Chance-Constrained Optimal Power Flow . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . A. Hassan, R. Mieth, M. Chertkov, D. Deka, and Y. Dvorkin 5186A Detailed Presentation of an Innovative Local and Wide-Area Special Protection Scheme to Avoid Voltage Collapse: From Proof

of Concept to Grid Implementation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . E. Ghahremani, A. Heniche-Oussedik, M. Perron, M. Racine, S. Landry, and H. Akremi 5196

Unlocking the Potential of Flexible Energy Resources to Help Balance the Power Grid . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . F. L. Mueller, S. Woerner, and J. Lygeros 5212

GPU-Based Enumeration Model Predictive Control of Pumped Storage to Enhance Operational Flexibility . . . . . . . . . . . . . . . . . . .. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . L. Liang, Y. Hou, and D. J. Hill 5223

Microgrid System Energy Storage Capacity Optimization Considering Multiple Time Scale Uncertainty Coupling . . . . . . . . . . . . .. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .P. Xie, Z. Cai, P. Liu, X. Li, Y. Zhang, and D. Xu 5234

Model-Free Real-Time EV Charging Scheduling Based on Deep Reinforcement Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Z. Wan, H. Li, H. He, and D. Prokhorov 5246

Software-Defined Microgrid Control for Resilience Against Denial-of-Service Attacks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . P. Danzi, M. Angjelichinoski, C Stefanovic, T. Dragicevic, and P. Popovski 5258

Distributed Secondary Control Strategy for Microgrid Operation with Dynamic Boundaries . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Y. Du, X. Lu, J. Wang, and S. Lukic 5269

A Novel Capacity Market Model With Energy Storage . . . . . . . . C. Opathella, A. Elkasrawy, A. A. Mohamed, and B. Venkatesh 5283Restoration of Power Distribution Systems With Multiple Data Centers as Critical Loads . . . . . . . . . . . Y. Liu, S. Lei, and Y. Hou 5294Distributed CVR in Unbalanced Distribution Systems With PV Penetration . . . . . . . . . . Q. Zhang, K. Dehghanpour, and Z. Wang 5308Distributed Operation Management of Battery Swapping-Charging Systems . . . X. Liu, T. Zhao, S. Yao, C. B. Soh, and P. Wang 5320Robust Parameter Estimation of the French Power System Using Field Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . J. Zhao, S. Fliscounakis, P. Panciatici, and L. Mili 5334Joint Energy Scheduling and Water Saving in Geo-Distributed Mixed-Use Buildings . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . C. Pham, N. H. Tran, S. Ren, C. S. Hong, K. K. Nguyen, and M. Cheriet 5345Optimal Operation of Active Distribution Network Involving the Unbalance and Harmonic Compensation of Converter . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . J. Wang, N. Zhou, Y. Ran, and Q. Wang 5360Decentralized Operation of Interdependent Power Distribution Network and District Heating Network: A Market-Driven Approach

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Y. Cao, W. Wei, L. Wu, S. Mei, M. Shahidehpour, and Z. Li 5374Data-Driven Fault Location Scheme for Advanced Distribution Management Systems . . . . . . . . M. S. Hossan and B. Chowdhury 5386Robust Regression Models for Load Forecasting . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . J. Luo, T. Hong, and S.-C. Fang 5397A Diversity-Based Substation Cyber Defense Strategy Utilizing Coloring Games . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . M. Touhiduzzaman, A. Hahn, and A. K. Srivastava 5405Regional Area Protection Scheme for Modern Distribution System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . S. Shen, H. Wang, K. Jiang, L. Zhu, C. Gan, P. N. Markham, Y. Liu, and B. He 5416Minimizing Multicast Routing Delay in Multiple Multicast Trees With Shared Links for Smart Grid . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . X. Li, Y.-C. Tian, G. Ledwich, Y. Mishra, and C. Zhou 5427Automatic Generation of Real Power Transmission Grid Models From Crowdsourced Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . J. Rivera, P. Nasirifard, J. Leimhofer, and H.-A. Jacobsen 5436A Customer Centric Approach to the Use of Residential Batteries for Distribution Network Support . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . S. R. Deeba, P. Barooah, R. Sharma, J. Brooks, and T. K. Saha 5449Reconfigurable Low Voltage Direct Current Charging Networks for Plug-In Electric Vehicles . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . L. Mokgonyana, K. Smith, and S. Galloway 5458Droop Control for DC Multi-Microgrids Based on Local Adaptive Fuzzy Approach and Global Power Allocation Correction . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Y. Fu, Z. Zhang, Y. Mi, Z. Li, and F. Li 5468

(Contents Continued on Page 4695)

(Contents Continued from Page 4694)

Gibbs Phenomenon-Based Hybrid Islanding Detection Strategy for VSC-Based Microgrids Using Frequency Shift, THDU ,and RMSU . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . D. Mlakic, H. R. Baghaee, and S. Nikolovski 5479

Optimal Retail Pricing for Demand Response of HVAC Systems in Commercial Buildings Considering Distribution NetworkVoltages . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . A.-Y. Yoon, Y.-J. Kim, and S.-I. Moon 5492

Classification of Unintended Radiated Emissions in a Multi-Device Environment . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . J. M. Vann, T. Karnowski, and A. L. Anderson 5506

Understanding Game-Based Privacy Proofs for Energy Consumption Aggregation Protocols . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . A. Unterweger, S. Taheri-Boshrooyeh, G. Eibl, F. Knirsch, A. Küpçü, and D. Engel 5514

Coordination Control Strategy for Power Management of Active Distribution Networks . . . . . . . . . . . Z. Yang, Y. Li, and J. Xiang 5524Hierarchical Energy Management System for Home Microgrids . . . . . . . . . . . . . . . . . . . F. Luo, G. Ranzi, S. Wang, and Z. Y. Dong 5536Cyber-Constrained Optimal Power Flow Model for Smart Grid Resilience Enhancement . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . G. Huang, J. Wang, C. Chen, and C. Guo 5547Frequency Invariant Transformation of Periodic Signals (FIT-PS) for Classification in NILM . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . P. Held, S. Mauch, A. Saleh, D. O. Abdeslam, and D. Benyoucef 5556Artificial Neural Networks for Volt/VAR Control of DER Inverters at the Grid Edge . . S. Li, Y. Sun, M. Ramezani, and Y. Xiao 5564A Heuristic Approach to the Post-Disturbance and Stochastic Pre-Disturbance Microgrid Formation Problem . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . K. S. A. Sedzro, X. Shi, A. J. Lamadrid, and L. F. Zuluaga 5574Optimal Real-Time Residential Thermal Energy Management for Peak-Load Shifting With Experimental Verification . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .A. Baniasadi, D. Habibi, O. Bass, and M. A. S. Masoum 5587Exploiting the Potential of Energy Hubs in Power Systems Regulation Services . . . . . . . . . . . . . . . . . . S. Bahrami and F. Aminifar 5600Non-Intrusive Load Monitoring by Voltage–Current Trajectory Enabled Transfer Learning . . . . . . . . Y. Liu, X. Wang, and W. You 5609Robust Routing Optimization for Smart Grids Considering Cyber-Physical Interdependence . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . L. Xu, Q. Guo, T. Yang, and H. Sun 5620Real-Time Primary Frequency Regulation Using Load Power Control by Smart Transformers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . G. De Carne, G. Buticchi, M. Liserre, and C. Vournas 5630Multitask Fuzzy Secondary Controller for AC Microgrid Operating in Stand-Alone and Grid-Tied Mode . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . R. V. A. Neves, R. Q. Machado, V. A. Oliveira, X. Wang, and F. Blaabjerg 5640Routing and Scheduling of Mobile Power Sources for Distribution System Resilience Enhancement . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . S. Lei, C. Chen, H. Zhou, and Y. Hou 5650A Missing-Data Tolerant Method for Data-Driven Short-Term Voltage Stability Assessment of Power Systems . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Y. Zhang, Y. Xu, R. Zhang, and Z. Y. Dong 5663Limitations in Energy Management Systems: A Case Study for Resilient Interconnected Microgrids . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . L. K. Gan, A. Hussain, D. A. Howey, and H.-M. Kim 5675Trajectory Tracking With an Aggregation of Domestic Hot Water Heaters: Combining Model-Based and Model-Free Control in

a Commercial Deployment . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .M. Liu, S. Peeters, D. S. Callaway, and B. J. Claessens 5686A Distributed Power Management Strategy for Multi-Paralleled Bidirectional Interlinking Converters in Hybrid AC/DC Microgrids

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . P. Lin, P. Wang, C. Jin, J. Xiao, X. Li, F. Guo, and C. Zhang 5696Active Power Flow Control Between DC Microgrids . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . U. Vuyyuru, S. Maiti, and C. Chakraborty 5712Machine Learning-Based Anomaly Detection for Load Forecasting Under Cyberattacks . . . . . . . . . . M. Cui, J. Wang, and M. Yue 5724Investigation and Assessment of Stabilization Solutions for DC Microgrid With Dynamic Loads . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .A. M. E. I. Mohamad and Y. A.-R. I. Mohamed 5735Peer-to-Peer Packet Dispatching for Multi-Router Local Area Packetized Power Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . H. Zhang, L. Song, Y. Li, and H. V. Poor 5748Distributed Load Restoration in Unbalanced Active Distribution Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . R. R. Nejad and W. Sun 5759Operation Strategy of Smart Thermostats That Self-Learn User Preferences . . . . . . . . Y. Li, Z. Yan, S. Chen, X. Xu, and C. Kang 5770Coordinating Multiple Sources for Service Restoration to Enhance Resilience of Distribution Systems . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Y. Wang, Y. Xu, J. He, C.-C. Liu, K. P. Schneider, M. Hong, and D. T. Ton 5781Learning From Past Bids to Participate Strategically in Day-Ahead Electricity Markets . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . R. Chen, I. C. Paschalidis, M. C. Caramanis, and P. Andrianesis 5794Spatio-Temporal Characterization of Synchrophasor Data Against Spoofing Attacks in Smart Grids . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Y. Cui, F. Bai, Y. Liu, P. L. Fuhr, and M. E. Morales-Rodríguez 5807Joint Planning of Smart EV Charging Stations and DGs in Eco-Friendly Remote Hybrid Microgrids . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .M. F. Shaaban, S. Mohamed, M. Ismail, K. A. Qaraqe, and E. Serpedin 5819Synchrophasor-Based Emergency Generation Control for Area Balancing . . . . . . . . . E. Litvinov, S. Zhang, X. Luo, and T. Zheng 5831Robust Optimization for Microgrid Defense Resource Planning and Allocation Against Multi-Period Attacks . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .H. Lei, S. Huang, Y. Liu, and T. Zhang, 5841Dynamic Tariff-Subsidy Method for PV and V2G Congestion Management in Distribution Networks . . . . . S. Huang and Q. Wu 5851