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JANUARY 2020 VOLUME 11 NUMBER 1 ITSGBQ (ISSN 1949-3053) REGULAR PAPERS Optimal Home Energy Management System With Demand Charge Tariff and Appliance Operational Dependencies ............ ............................................................................. F. Luo, W. Kong, G. Ranzi, and Z. Y. Dong 4 A Joint Electrical and Thermodynamic Approach to HVAC Load Control .............. J. Jazaeri, T. Alpcan, and R. L. Gordon 15 Provision of Frequency Containment Reserve Through Large Industrial End-Users Pooling ................................... ............................................................................... E. Perroy, D. Lucas, and V. Debusschere 26 Distributed Consensus-Based Fault Tolerant Control of Islanded Microgrids ................................................. .......................... M. A. Shahab, B. Mozafari, S. Soleymani, N. M. Dehkordi, H. M. Shourkaei, and J. M. Guerrero 37 Sparse Voltage Measurement-Based Fault Location Using Intelligent Electronic Devices ...................................... .......................................................... K. Jia, B. Yang, X. Dong, T. Feng, T. Bi, and D. W. P. Thomas 48 Mechanism Design for Demand Response Programs .................... D. Muthirayan, D. Kalathil, K. Poolla, and P. Varaiya 61 (Contents Continued on Page 1)

JANUARY 2020 VOLUME 11 NUMBER 1 ITSGBQ (ISSN 1949-3053) · JANUARY 2020 VOLUME 11 NUMBER 1 ITSGBQ (ISSN 1949-3053) REGULAR PAPERS Optimal Home Energy Management System With Demand

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Page 1: JANUARY 2020 VOLUME 11 NUMBER 1 ITSGBQ (ISSN 1949-3053) · JANUARY 2020 VOLUME 11 NUMBER 1 ITSGBQ (ISSN 1949-3053) REGULAR PAPERS Optimal Home Energy Management System With Demand

JANUARY 2020 VOLUME 11 NUMBER 1 ITSGBQ (ISSN 1949-3053)

REGULAR PAPERS

Optimal Home Energy Management System With Demand Charge Tariff and Appliance Operational Dependencies . . . . . . . . . . . .. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .F. Luo, W. Kong, G. Ranzi, and Z. Y. Dong 4

A Joint Electrical and Thermodynamic Approach to HVAC Load Control . . . . . . . . . . . . . . J. Jazaeri, T. Alpcan, and R. L. Gordon 15Provision of Frequency Containment Reserve Through Large Industrial End-Users Pooling . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . E. Perroy, D. Lucas, and V. Debusschere 26Distributed Consensus-Based Fault Tolerant Control of Islanded Microgrids . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . M. A. Shahab, B. Mozafari, S. Soleymani, N. M. Dehkordi, H. M. Shourkaei, and J. M. Guerrero 37Sparse Voltage Measurement-Based Fault Location Using Intelligent Electronic Devices . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . K. Jia, B. Yang, X. Dong, T. Feng, T. Bi, and D. W. P. Thomas 48Mechanism Design for Demand Response Programs . . . . . . . . . . . . . . . . . . . . D. Muthirayan, D. Kalathil, K. Poolla, and P. Varaiya 61

(Contents Continued on Page 1)

Page 2: JANUARY 2020 VOLUME 11 NUMBER 1 ITSGBQ (ISSN 1949-3053) · JANUARY 2020 VOLUME 11 NUMBER 1 ITSGBQ (ISSN 1949-3053) REGULAR PAPERS Optimal Home Energy Management System With Demand

(Contents Continued from Front Cover)

Fault Section Identification in Smart Distribution Systems Using Multi-Source Data Based on Fuzzy Petri Nets . . . . . . . . . . . . . .. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . I. Kiaei and S. Lotfifard 74

Modulated Low Fault-Energy Protection Scheme for DC Smart Grids . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . C. Li, P. Rakhra, P. Norman, P. Niewczas, G. Burt, and P. Clarkson 84

Online Measurement-Based Estimation of Dynamic System State Matrix in Ambient Conditions . . . . . . . H. Sheng and X. Wang 95A Graphical Measure of Aggregate Flexibility for Energy-Constrained Distributed Resources . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . M. P. Evans, S. H. Tindemans, and D. Angeli 106Security-Constrained Unit Commitment With Natural Gas Pipeline Transient Constraints . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . .S. Badakhshan, M. Ehsan, M. Shahidehpour, N. Hajibandeh, M. Shafie-Khah, and J. P. S. Catalão 118Data-Driven Fault Location of Electric Power Distribution Systems With Distributed Generation . . . . . . . . . . . . . . . . . . . . . Y. Jiang 129Tracing Power With Circuit Theory . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .Y. C. Chen and S. V. Dhople 138A Practical Solution for Non-Intrusive Type II Load Monitoring Based on Deep Learning and Post-Processing . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . W. Kong, Z. Y. Dong, B. Wang, J. Zhao, and J. Huang 148An Online Admission Control Mechanism for Electric Vehicles at Public Parking Infrastructures . . . N. Tucker and M. Alizadeh 161Estimating the Profile of Incentive-Based Demand Response (IBDR) by Integrating Technical Models and Social-Behavioral

Factors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Q. Shi, C.-F. Chen, A. Mammoli, and F. Li 171An Interconnected Microgrids-Based Transactive Energy System With Multiple Electric Springs . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . L. Liang, Y. Hou, and D. J. Hill 184Design of a Seamless Grid-Connected Inverter for Microgrid Applications . . . . . . . . . . . . . . . . . . . . . . . . . . K.-Y. Lo and Y.-M. Chen 194Definition and Evaluation of Model-Free Coordination of Electrical Vehicle Charging With Reinforcement Learning . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . N. Sadeghianpourhamami, J. Deleu, and C. Develder 203Chance-Constrained Frequency Regulation with Energy Storage Systems in Distribution Networks . . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Y. Sun, S. Bahrami, V. W. S. Wong, and L. Lampe 215Stochastic Time-of-Use-Type Constraints for Uninterruptible Services . . . . . . . . . . . . . . . . . . . . . . . . A. Batista, D. Pozo, and J. Vera 229Signal-Anticipation in Local Voltage Control in Distribution Systems . . . . . . . . . . Z. Liu, S. You, X. Zhou, G. Ding, and L. Chen 233Enabling Efficient and Privacy-Preserving Aggregation Communication and Function Query for Fog Computing-Based Smart

Grid . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . J.-N. Liu, J. Weng, A. Yang, Y. Chen, and X. Lin 247Aggregate Power Flexibility in Unbalanced Distribution Systems . . . . . . . . . . . . . . . . . X. Chen, E. Dall’Anese, C. Zhao, and N. Li 258Locational Marginal Value of Distributed Energy Resources as Non-Wires Alternatives . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . P. Andrianesis, M. Caramanis, R. D. Masiello, R. D. Tabors, and S. Bahramirad 270Robust Consensus-Based Distributed Energy Management for Microgrids With Packet Losses Tolerance . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . J. Duan and M.-Y. Chow 281Moving Target Defense Approach to Detecting Stuxnet-Like Attacks . . . . . . . . . . . . . . J. Tian, R. Tan, X. Guan, Z. Xu, and T. Liu 291Measurement-Based Voltage Stability Assessment Considering Generator VAR Limits . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . C. Liu, F. Hu, D. Shi, X. Zhang, K. Sun, and Z. Wang 301High Frequency Transient Sparse Measurement-Based Fault Location for Complex DC Distribution Networks . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . K. Jia, T. Feng, Q. Zhao, C. Wang, and T. Bi 312Transient High-Frequency Impedance Comparison-Based Protection for Flexible DC Distribution Systems . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .K. Jia, Z. Xuan, T. Feng, C. Wang, T. Bi, and D. W. P. Thomas 323A Mid-Term DSO Market for Capacity Limits: How to Estimate Opportunity Costs of Aggregators? . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . C. Ziras, J. Kazempour, E. C. Kara, H. W. Bindner, P. Pinson, and S. Kiliccote 334Correction of Phasor Measurements Independent of Transmission Line Parameters . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . A. Xue, F. Xu, J. Xu, J. H. Chow, H. You, and T. Bi 346Linearized Hybrid Stochastic/Robust Scheduling of Active Distribution Networks Encompassing PVs . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . A. Baharvandi, J. Aghaei, A. Nikoobakht, T. Niknam, V. Vahidinasab, D. Giaouris, and P. Taylor 357Detection of Defaulting Participants of Demand Response Based on Sparse Reconstruction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . S.-I. Azuma, D. Sato, K. Kobayashi, and N. Yamaguchi 368Optimal Decentralized Microgrid Coordination via the Schur’s Complement and S-Procedure . . . . . M. Mallick and P. Srikantha 379Finite-Time Feedforward Decoupling and Precise Decentralized Control for DC Microgrids Towards Large-Signal Stability . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . C. Zhang, X. Wang, P. Lin, P. X. Liu, Y. Yan, and J. Yang 391On the Round-Trip Efficiency of an HVAC-Based Virtual Battery . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . N. S. Raman and P. Barooah 403Desynchronized Model Predictive Control for Large Populations of Fans in Server Racks of Datacenters . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . G. Laparra, M. Li, G. Zhu, and Y. Savaria 411Optimal Reconfiguration of Distribution Network Using µPMU Measurements: A Data-Driven Stochastic Robust Optimization

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . A. Akrami, M. Doostizadeh, and F. Aminifar 420

(Contents Continued on Page 2)

Page 3: JANUARY 2020 VOLUME 11 NUMBER 1 ITSGBQ (ISSN 1949-3053) · JANUARY 2020 VOLUME 11 NUMBER 1 ITSGBQ (ISSN 1949-3053) REGULAR PAPERS Optimal Home Energy Management System With Demand

(Contents Continued from Page 1)

Evaluation of a Communication-Assisted Overcurrent Protection Scheme for Photovoltaic-Based DC Microgrid . . . . . . . . . . . . . . .. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . A. Shabani and K. Mazlumi 429

A Hybrid Stochastic-Interval Operation Strategy for Multi-Energy Microgrids . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Y. Jiang, C. Wan, C. Chen, M. Shahidehpour, and Y. Song 440

Double Deep Q-Learning-Based Distributed Operation of Battery Energy Storage System Considering Uncertainties . . . . . . . . . .. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . V.-H. Bui, A. Hussain, and H.-M. Kim 457

A Hybrid Distribution Feeder Long-Term Load Forecasting Method Based on Sequence Prediction . . . . . . . . . . . . . . . . . . . . . . . . . .. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . M. Dong and L. Grumbach 470

Anti-Islanding Protection of PV-Based Microgrids Consisting of PHEVs Using SVMs . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . H. R. Baghaee, D. Mlakic, S. Nikolovski, and T. Dragicevic 483

Grid-Synchronization Stability Analysis and Loop Shaping for PLL-Based Power Converters With Different Reactive PowerControl . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . L. Huang, H. Xin, Z. Li, P. Ju, H. Yuan, Z. Lan, and Z. Wang 501

A Robust Statistical Approach to Distributed Power System State Estimation With Bad Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . C. H. Ho, H. C. Wu, S. C. Chan, and Y. Hou 517

A Hybrid Event Detection Approach for Non-Intrusive Load Monitoring . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .M. Lu and Z. Li 528An Integrated Planning Approach for Distributed Generation Interconnection in Cyber Physical Active Distribution Systems . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .W. Liu, Y. Chen, L. Wang, N. Liu, H. Xu, and Z. Liu 541A Learning-to-Infer Method for Real-Time Power Grid Multi-Line Outage Identification . . . . . Y. Zhao, J. Chen, and H. V. Poor 555A Stochastic Multi-Commodity Logistic Model for Disaster Preparation in Distribution Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . A. Arif, Z. Wang, C. Chen, and B. Chen 565Distributed Periodic Event-Triggered Algorithm for Current Sharing and Voltage Regulation in DC Microgrids . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . B. Fan, J. Peng, Q. Yang, and W. Liu 577Impact of Cascading and Common-Cause Outages on Resilience-Constrained Optimal Economic Operation of Power Systems

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Y. Wang, L. Huang, M. Shahidehpour, L. L. Lai, and Y. Zhou 590Expansion Planning of Active Distribution Networks With Multiple Distributed Energy Resources and EV Sharing System . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . S. Wang, Z. Y. Dong, C. Chen, H. Fan, and F. Luo 602Grid-Constrained Distributed Optimization for Frequency Control With Low-Voltage Flexibility . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . J. Engels, B. Claessens, and G. Deconinck 612Active Distribution Grids Offering Ancillary Services in Islanded and Grid-Connected Mode . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . S. Karagiannopoulos, J. Gallmann, M. G. Vayá, P. Aristidou, and G. Hug 623Power Flow Solvers for Direct Current Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . S. Taheri and V. Kekatos 634Flexibility Reserve in Power Systems: Definition and Stochastic Multi-Fidelity Optimization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . R. Khatami, M. Parvania, and A. Narayan 644Deliverable Energy Flexibility Scheduling for Active Distribution Networks . . . . . K. Oikonomou, M. Parvania, and R. Khatami 655Ancillary Services Provision Utilizing a Network of Fast-Charging Stations for Electrical Buses . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . I. Lymperopoulos, F. A. Qureshi, A. Bitlislioglu, J. Poland, A. Zanarini, M. Mercangoez, and C. Jones 665Repair and Resource Scheduling in Unbalanced Distribution Systems Using Neighborhood Search . . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . A. Arif, Z. Wang, C. Chen, and J. Wang 673A Distributed Task Allocation Based on a Winner-Take-All Approach for Multiple Energy Storage Systems Coordination in a

Microgrid . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Y. Xu, W. Wu, and J. Zhou 686A Risk-Averse Conic Model for Networked Microgrids Planning With Reconfiguration and Reorganizations . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . X. Cao, J. Wang, J. Wang, and B. Zeng 696A Hierarchical Control Framework With a Novel Bidding Scheme for Residential Community Energy Optimization . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . P. Paudyal, P. Munankarmi, Z. Ni, and T. M. Hansen 710

SPECIAL SECTION ON THEORY AND APPLICATION OF PMUS IN POWER DISTRIBUTION SYSTEMS

GUEST EDITORIAL

Theory and Applications of PMUs in Power Distribution Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .. . . . . . . . . . . . . . . . . . . . . . . . . . . . H. Mohsenian-Rad, M. Paolone, V. Kekatos, O. Ardakanian, Y. Xu, D. Shi, and R. Arghandeh 723

SPECIAL SECTION PAPERS

The White Rabbit Time Synchronization Protocol for Synchrophasor Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . A. Derviškadic, R. Razzaghi, Q. Walger, and M. Paolone 726

UPS: Unified PMU-Data Storage System to Enhance T+D PMU Data Usability . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . I. Kosen, C. Huang, Z. Chen, X. Zhang, L. Min, D. Zhou, L. Zhu, and Y. Liu 739

(Contents Continued on Page 3)

Page 4: JANUARY 2020 VOLUME 11 NUMBER 1 ITSGBQ (ISSN 1949-3053) · JANUARY 2020 VOLUME 11 NUMBER 1 ITSGBQ (ISSN 1949-3053) REGULAR PAPERS Optimal Home Energy Management System With Demand

(Contents Continued from Page 2)

Learning Behavior of Distribution System Discrete Control Devices for Cyber-Physical Security . . . . . . . . . . . . . . . . . . . . . . . . . . . . .. . . . . C. Roberts, A. Scaglione, M. Jamei, R. Gentz, S. Peisert, E. M. Stewart, C. McParland, A. McEachern, and D. Arnold 749

Attack Identification and Correction for PMU GPS Spoofing in Unbalanced Distribution Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . .. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Y. Zhang, J. Wang, and J. Liu 762

Location of Single Phase to Ground Faults in Distribution Networks Based on Synchronous Transients Energy Analysis . . . . . .. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . X. Wang, H. Zhang, F. Shi, Q. Wu, V. Terzija, W. Xie, and C. Fang 774

Multi-Task Logistic Low-Ranked Dirty Model for Fault Detection in Power Distribution System . . . . . . . . . . . . . . . . . . . . . . . . . . . . .. . . . . . . . . . . . . . . . . . . . . . . . . . . M. Gilanifar, J. Cordova, H. Wang, M. Stifter, E. E. Ozguven, T. I. Strasser, and R. Arghandeh 786

Enhance High Impedance Fault Detection and Location Accuracy via µ-PMUs . . . . . . . . . . . . . . . . . . . . . . . . . . Q. Cui and Y. Weng 797Decentralized Robust State Estimation of Active Distribution Grids Incorporating Microgrids Based on PMU Measurements . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .C. Lin, W. Wu, and Y. Guo 810Dynamic Distribution State Estimation Using Synchrophasor Data . . . . . . . . . . J. Song, E. Dall’Anese, A. Simonetto, and H. Zhu 821Bayesian Learning-Based Harmonic State Estimation in Distribution Systems With Smart Meter and DPMU Data . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . W. Zhou, O. Ardakanian, H.-T. Zhang, and Y. Yuan 832Unsupervised Impedance and Topology Estimation of Distribution Networks–Limitations and Tools . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . K. Moffat, M. Bariya, and A. von Meier 846D-PMU Based Secondary Frequency Control for Islanded Microgrids . . . . . . . . . . . . Y. R. Rodrigues, M. Abdelaziz, and L. Wang 857Monitoring Long Term Voltage Instability Due to Distribution and Transmission Interaction Using Unbalanced µPMU and PMU

Measurements . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . A. R. Ramapuram Matavalam, A. Singhal, and V. Ajjarapu 873Model-Free Optimal Voltage Phasor Regulation in Unbalanced Distribution Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . M. D. Sankur, R. Dobbe, A. von Meier, and D. B. Arnold 884A Fast Load Control System Based on Mobile Distribution-Level Phasor Measurement Unit . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . W. Yao, S. You, W. Wang, X. Deng, Y. Li, L. Zhan, and Y. Liu 895Microgrid Dynamic Modeling and Islanding Control With Synchrophasor Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . S. A. R. Konakalla, A. Valibeygi, and R. A. de Callafon 905

REVIEWER’S LIST

Best Reviewers 2019 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 916