january 2020 volume 11 number 1 itsgbq (issn 1949-3053) · january 2020 volume 11 number 1 itsgbq...

4
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)

Upload: others

Post on 18-Mar-2020

5 views

Category:

Documents


0 download

TRANSCRIPT

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