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Resilient Control of Networked Microgrids Using Vertical Federated Reinforcement Learning: Designs and Real-Time Test-Bed Validations IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-09-24 Sayak Mukherjee, Ramij R. Hossain, Sheik M. Mohiuddin, Yuan Liu, Wei Du, Veronica Adetola, Rohit A. Jinsiwale, Qiuhua Huang, Tianzhixi Yin, Ankit Singhal
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Auxiliary Network-Enabled Attack Detection and Resilient Control of Islanded AC Microgrid IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-09-13 Vaibhav Vaishnav, Anoop Jain, Dushyant Sharma
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A Distributed and Game-Theoretic Based EV Charging Pricing Model Under Coupled Energy-Transportation-Information Networks IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-09-13 Xinxin Ge, Ge Wang, Rongfu Sun, Fei Wang
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Battery Health-Informed and Policy-Aware Deep Reinforcement Learning for EV-Facilitated Distribution Grid Optimal Policy IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-09-13 Jiahang Xie, Petr Vorobev, Rufan Yang, Hung Dinh Nguyen
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Improved 3D LSTM: A Video Prediction Approach to Long Sequence Load Forecasting IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-09-12 Jiang-Wen Xiao, Xue-Ying Cui, Xiao-Kang Liu, Hongliang Fang, Peng-Cheng Li
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Co-Optimizing Power-Transportation Networks With Circulating Loads and Particle-Like Stochastic Motion IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-09-12 Yu Weng, Jiahang Xie, L. P. M. I. Sampath, Ruaridh Macdonald, Petr Vorobev, Hung Dinh Nguyen
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A Probabilistic Graphical Model for Predicting Cascade Failures of Electric Vehicle Charging Networks Caused by Hurricanes IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-09-12 Tianze Zhang, Difei Tang, Pengyu Fan, Qi Wang, Peng Wang
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Two-Stage Power Flow Management for Flexible Section Posts of Electric Railways Considering NSC and Voltage Control IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-09-12 Yinbo Ge, Yi Huang, Junyu Chen, Haitao Hu, Zhaoyang Li, Zilin Li, Ke Jia, Ka Wing Chan, Zhengyou He
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SiPhyR: An End-to-End Learning-Based Optimization Framework for Dynamic Grid Reconfiguration IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-09-11 Rabab Haider, Anuradha Annaswamy, Biswadip Dey, Amit Chakraborty
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Coordinated Control Strategy of Hybrid AC/DC Microgrid for Power Quality Improvement Under Unbalanced AC Conditions IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-09-11 Chang Yang, Tao Zheng, Yufei Song, Jiefeng Hu, Josep M. Guerrero
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Aggregator-Grid Interactive Building Dual-Layer Price-Responsive Demand Response Scheduling Based on Federated Deep Reinforcement Learning IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-09-11 Wei Zhang, Yiyang Li
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A Large Language Model for Determining Partial Tripping of Distributed Energy Resources IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-09-10 Tianqiao Zhao, Amirthagunaraj Yogarathnam, Meng Yue
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Prescribed Performance Control Strategy for an Isolated Multi-Agent DC Microgrid IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-09-09 Mohammad Soofi, Abolfazl Jalilvand, Hadi Delavari, Saleh Mobayen, Chun-Lien Su
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MSDM: Multi-Scale Differencing Modeling for Cross-Scenario Electricity Theft Detection IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-09-06 Fei Wang, Siying Zhou, Chaohui Wang, Dong Meng
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Privacy-Preserving Power Flow Analysis via Secure Multi-Party Computation IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-09-06 Jonas von der Heyden, Nils Schlüter, Philipp Binfet, Martin Asman, Markus Zdrallek, Tibor Jager, Moritz Schulze Darup
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Critical-Metrics-Based Attack Strategy and Resilient H∞ State Estimator Design for Multi-Area Power Systems IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-09-05 Guowei Liu, Engang Tian, Xiangpeng Xie
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Source-Load Collaborative Frequency Control With Real-Time Optimality in Power Networks IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-09-05 Chenyu Wu, Zhi Wu, Wei Gu, Zhongkai Yi, Chen Xi, Zhengkun Shi
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Small-Sample Event Identification Based on Adaptive 2nd-Order MDF and Triplet CNNs Using Distribution-Level Synchronized Measurements IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-09-05 Zhilin Chen, Hao Liu, Junbo Zhao, Tianshu Bi
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Enabling High-Efficiency Economic Dispatch of Hybrid AC/DC Networked Microgrids: Steady-State Convex Bi-Directional Converter Models IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-09-05 Zipeng Liang, C.Y. Chung, Wenjie Zhang, Qin Wang, Wei Lin, Chongyu Wang
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Synergistic Operation Framework for the Energy Hub Merging Stochastic Distributionally Robust Chance-Constrained Optimization and Stackelberg Game IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-09-05 Junjie Zhong, Yirui Zhao, Yong Li, Mingyu Yan, Yanjian Peng, Ye Cai, Yijia Cao
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Enhancing Transient Dynamics Stabilization in Islanded Microgrids Through Adaptive and Hierarchical Data-Driven Predictive Droop Control IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-09-04 Apoorva Nandakumar, Yan Li, Zhe Xu, Daning Huang
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Developing a Security Metric for Assessing the Power Grid’s Posture Against Attacks From EV Charging Ecosystem IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-09-04 Ahmadreza Abazari, Mohsen Ghafouri, Danial Jafarigiv, Ribal Atallah, Chadi Assi
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Distributed Privacy-Preserving Algorithm for Economic Dispatch and Demand Response of Smart Grid With Homomorphic Encryption IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-09-02 Bing Liu, Jiaming Wu, Li Chai
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Large Language Model for Smart Inverter Cyber-Attack Detection via Textual Analysis of Volt/VAR Commands IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-09-02 Alaa Selim, Junbo Zhao, Bo Yang
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Research on Active Protection Method for Microgrids Based on Harmonic Injection IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-09-02 Linyi Xue, Longhua Mu, Chongkai Fang, Jiran Zhu
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Tensor Convolution-Based Aggregated Flexibility Estimation in Active Distribution Systems IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-09-02 Demetris Chrysostomou, Jose Luis Rueda Torres, Jochen Lorenz Cremer
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Topology Control for Multimicrogrid Stabilization IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-08-30 Tong Han, Yue Song, Tao Liu, David J. Hill
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Optimal Planning of Multi-Microgrid System with Shared Energy Storage Based on Capacity Leasing and Energy Sharing IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-08-30 Jianpei Han, Yuchen Fang, Yaowang Li, Ershun Du, Ning Zhang
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Improving Model Generalization for Short-Term Customer Load Forecasting With Causal Inference IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-08-30 Zhenyi Wang, Hongcai Zhang, Ruixiong Yang, Yong Chen
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Distributed Frequency Control of Heterogeneous Energy Storage Systems Considering Short-Term Ability and Long-Term Flexibility IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-08-29 Ruiwen Liu, Hongxun Hui, Xia Chen, Yonghua Song
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Stochastic-Robust Planning of Networked Hydrogen-Electrical Microgrids: A Study on Induced Refueling Demand IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-08-29 Xunhang Sun, Xiaoyu Cao, Bo Zeng, Qiaozhu Zhai, Tamer Başar, Xiaohong Guan
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Decentralized Optimal Power Flow for Multi-Agent Active Distribution Networks: A Differentially Private Consensus ADMM Algorithm IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-08-29 Chao Lei, Siqi Bu, Qifan Chen, Qianggang Wang, Qin Wang, Dipti Srinivasan
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Network Sustainability Enhancement Through Optimal Fairness Management for Peer-to-Peer Energy Trading IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-08-29 Reza Zamani, Mohsen Parsa Moghaddam, Mahmoud-Reza Haghifam
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A Model-free Scheduling Method for Heterogeneous Electric Vehicle Cryptographic Task Processing Architecture IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-08-26 Xiangwei Feng, Ting Yang, Shaotang Cai, Zhenning Yang
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Deciding When to Use a Personalized Model for Load Forecasting IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-08-23 Dalin Qin, Qingsong Wen, Zhiqiang Zhou, Liang Sun, Yi Wang
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IEEE Transactions on Smart Grid Information for Authors IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-08-22
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Detection of Malicious Command Injection Attacks Against Static Var Compensators in Smart Grids IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-08-22 Shantanu Chakrabarty, Biplab Sikdar
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IEEE Transactions on Smart Grid Publiction Information IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-08-22
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Electric Vehicle Charging Planning: A Complex Systems Perspective IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-08-21 Alexis Pengfei Zhao, Shuangqi Li, Zhengmao Li, Zhaoyu Wang, Xue Fei, Zechun Hu, Mohannad Alhazmi, Xiaohe Yan, Chenye Wu, Shuai Lu, Yue Xiang, Da Xie
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Power Line Monitoring-Based Consensus Algorithm for Performance Enhancement of Energy Blockchain Applications in Smart Grid 2.0 IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-08-21 Charithri Yapa, Chamitha De Alwis, Uditha Wijewardhana, Madhusanka Liyanage, Janaka Ekanayake
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Seamless and Multi-Resolution Energy Forecasting IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-08-21 Chenxi Wang, Pierre Pinson, Yi Wang
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Supply Resilience Constrained Scheduling of MEGs for Distribution System Restoration: A Stochastic Model and FW-PH Algorithm IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-08-21 Menglin Zhang, Sheng Cai, Yunyun Xie, Bo Zhou, Weiye Zheng, Qiuwei Wu, Jinyu Wen
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Decision-Oriented Modeling of Thermal Dynamics Within Buildings IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-08-19 Xueyuan Cui, Jean-François Toubeau, François Vallée, Yi Wang
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DST-GNN: A Dynamic Spatiotemporal Graph Neural Network for Cyberattack Detection in Grid-Tied Photovoltaic Systems IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-08-16 Sha Peng, Mengxiang Liu, Li Chai, Ruilong Deng
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Distributed Secondary Optimal Control with Fast Voltage Recovery and Minimum Generation Cost for Islanded DC Microgrids IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-08-14 Qi Liu, Liping Zhang, Huanshui Zhang, Shouxiang Wang, Xingquan Ji
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Incipient Fault Detection of Medium-Voltage Distribution Cable Systems Using Time-Frequency Analysis of Grounding Wire Currents IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-08-14 Peng Zhang, Meng Hou, Rui Liang, Zehua Tang, Jian Li, Mohan Jin, Zhongyu Sun, Nan Peng
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Decentralized Coordinated Scheduling of Port Integrated Energy System and Bulk Terminal With Two-Tier Incentives IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-08-14 Yue Pu, Haoming Liu, Jian Wang, Feng Liu
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Asynchronous Communication-Based Distributed Control Strategy for ON/OFF State Thermostatically Controlled Loads IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-08-14 Zhen-Wei Yu, Li Ding, Qiao Lin, Shi-Rong Zhang, Zhi-Wei Liu
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Highway Service Area Multi-Timescale Optimization Scheduling Considering the Spatiotemporal Dynamic Evolution of Electric Vehicles IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-08-13 Fangjian Chen, Mingchao Xia, Qifang Chen, Yuguang Song, Yiming Xian, Sanmu Xiu, Su Su
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Fog-Computing-Based Joint Flow Calculation Method of Coupled Power and Transportation Network IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-08-13 Yueping Xiang, Kai Liao, Jianwei Yang, Zhengyou He
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Resilient Frequency Regulation for DoS Attack Intensity Adaptation via Predictive Reinforcement V2G Control Learning IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-08-13 Jian Sun, Xin Wang, Guanqiu Qi, Huaqing Li, Huiwei Wang, Juan C. Vasquez, Josep M. Guerrero
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Integrated Satellite-Terrestrial Network Framework for Next Generation Smart Grid IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-07-05 Yang Shen, Quan Zhou, Yao Wen, Zhikang Shuai, Z. John Shen
Satellite Internet as a representative of 6G offers a globally resilient service of communication, navigation, timing and remote sensing at multiple temporal and spatial scales. Facing the 6G era, the next generation smart grid (NGSG) will be constructed with the assistance of a unified space-ground network. This accounts for the unified network’s attributions of wide coverage, large base of sources
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A Progressive Planning Scheme for Dynamic Expansion of Electric Vehicle Charging Resources IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-06-06 Qilin Huang, Guanyu Zhou, Han Wang, Qianyu Dong, Youwei Jia
The mass adoption of electric vehicles (EVs) continuously requires the expansion of charging resources in the urban area. Such a continuing and dynamic problem associated with multi-level of uncertainties can hardly be tackled by deterministic models. To overcome this challenge, this paper newly proposes a progressive planning scheme (PPS) for dynamic expansion of charging resources deployment. Specifically
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A Generic Transient-Performance-Improved Framework for Privacy-Preserving Distributed Microgrid Controls IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-05-27 Ziqiang Wang, Linyun Xiong, Haosen Yang, Meiling Ma, Sunhua Huang, Jie Wang
Existing studies about the privacy-preserving distributed (PP-Di) controls of islanded AC microgrid (MG) rely on adding the decaying disturbance into communications, such as correlated decaying noise and exponentially decaying disturbance. However, it will degrade transient performance of islanded AC MG, such as frequency and power overshoot. In this letter, a generic transient-performance-improved
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Factoring Electrochemical and Full-Lifecycle Aging Modes of Battery Participating in Energy and Transportation Systems IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-05-17 Shuangqi Li, Pengfei Zhao, Chenghong Gu, Yue Xiang, Siqi Bu, Edward Chung, Zhongbei Tian, Jianwei Li, Shuang Cheng
As the world transitions towards sustainable alternatives, transportation electrification emerges as a pivotal strategy within deep decarbonization initiatives undertaken by governments globally. Central to this shift is the role of batteries, specifically those in energy and transportation systems. However, a key challenge often overlooked is the impact of battery aging on the economy and longevity
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Flexible Building Energy Management With Neural ODEs-Based Model Predictive Control IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-05-15 Boyu He, Ning Zhang, Chen Fang, Yun Su, Yi Wang
The increasing renewable penetration leads to a great need for flexible resources to balance supply and demand. Building energy systems can provide considerable flexibility by optimally coordinating various appliances. However, the complex thermodynamics and insufficient data associated challenge the modeling and operation of building energy systems. To address this, this paper proposes a neural ordinary
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Charge Manipulation Attacks Against Smart Electric Vehicle Charging Stations and Deep Learning-Based Detection Mechanisms IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-05-15 Hamidreza Jahangir, Subhash Lakshminarayana, H. Vincent Poor
The widespread deployment of “smart” electric vehicle charging stations (EVCSs) will be a key step toward achieving green transportation. The connectivity features of smart EVCSs can be utilized to schedule EV charging operations while respecting user preferences, thus avoiding synchronous charging from a large number of customers and relieving grid congestion. However, the communication and connectivity
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Distributed Weighted Gradient Descent Method With Adaptive Step Sizes for Energy Management of Microgrids IEEE Trans. Smart. Grid. (IF 8.6) Pub Date : 2024-05-14 Xinze Zheng, Qiang Li, Juzhong Yuan, Ziyu Chen
Economic dispatch problems for power systems become more challenging as the system sizes, types and data increase significantly. Facing these complex optimization problems, centralized optimization methods may fall short and appear inefficient. Conversely, distributed optimization methods seem to be a potential and powerful tool for dealing with these more complex problems. However, some widely-used