Data-Driven Privacy-Preserving Modeling and Frequency Regulation with Aggregated Electric Vehicles via Bilinear Hidden Markov Model
Fuente:
arXiv
Saved in:
| Main Authors: | Liu, Yiping, Wang, Xiaozhe, Joos, Geza |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
An Extended State Space Model of Aggregated Electric Vehicles for Flexibility Estimation and Power Control
by: Liu, Yiping, et al.
Published: (2025)
by: Liu, Yiping, et al.
Published: (2025)
A Data-Driven Forced Oscillation Locating Method for Power Systems with Inverter-Based Resources
by: Cai, Yaojie, et al.
Published: (2025)
by: Cai, Yaojie, et al.
Published: (2025)
Direct Data-Driven Discrete-time Bilinear Biquadratic Regulator
by: Clarke, Shanelle G., et al.
Published: (2022)
by: Clarke, Shanelle G., et al.
Published: (2022)
Modeling False Data Injection Attacks in Integrated Electricity-Gas Systems
by: Liu, Rong-Peng, et al.
Published: (2023)
by: Liu, Rong-Peng, et al.
Published: (2023)
Hidden Convexity-Based Distributed Operation of Integrated Electricity-Gas Systems
by: Liu, Rong-Peng, et al.
Published: (2024)
by: Liu, Rong-Peng, et al.
Published: (2024)
Energy Control of Grid-forming Energy Storage based on Bandwidth Separation Principle
by: Sun, Chu, et al.
Published: (2024)
by: Sun, Chu, et al.
Published: (2024)
Privacy-Preserved Aggregate Thermal Dynamic Model of Buildings
by: Hou, Zeyin, et al.
Published: (2023)
by: Hou, Zeyin, et al.
Published: (2023)
A Data-Driven Approach for Electric Vehicle Powertrain Modeling
by: Ipek, Eymen, et al.
Published: (2025)
by: Ipek, Eymen, et al.
Published: (2025)
Local Cold Load Pick-up Estimation Using Customer Energy Consumption Measurements
by: Bajic, Sanja, et al.
Published: (2024)
by: Bajic, Sanja, et al.
Published: (2024)
Bilevel Optimization for Improved Flexibility Aggregation Models of Electric Vehicle Fleets
by: Härtel, Philipp, et al.
Published: (2025)
by: Härtel, Philipp, et al.
Published: (2025)
Deceiving Flexibility: A Stealthy False Data Injection Model in Vehicle-to-Grid Coordination
by: Gun, Kaan T., et al.
Published: (2026)
by: Gun, Kaan T., et al.
Published: (2026)
A Data-Driven Method for Microgrid System Identification: Physically Consistent Sparse Identification of Nonlinear Dynamics
by: Du, Mohan, et al.
Published: (2025)
by: Du, Mohan, et al.
Published: (2025)
A Data-Driven Polynomial Chaos Expansion-Based Method for Microgrid Ramping Support Capability Assessment and Enhancement
by: Du, Mohan, et al.
Published: (2023)
by: Du, Mohan, et al.
Published: (2023)
Preserving Privacy in Cloud-based Data-Driven Stabilization
by: Hosseinalizadeh, Teimour, et al.
Published: (2024)
by: Hosseinalizadeh, Teimour, et al.
Published: (2024)
Reserve Provision from Electric Vehicles: Aggregate Boundaries and Stochastic Model Predictive Control
by: Thrän, Jacob, et al.
Published: (2024)
by: Thrän, Jacob, et al.
Published: (2024)
Bidding and Dispatch Strategies with Flexibility Quantification and Pricing for Electric Vehicle Aggregator in Joint Energy-Regulation Market
by: Xu, Manqi, et al.
Published: (2024)
by: Xu, Manqi, et al.
Published: (2024)
Hidden Markov Models for Stock Market Prediction
by: Catello, Luigi, et al.
Published: (2023)
by: Catello, Luigi, et al.
Published: (2023)
Efficient Quantification and Representation of Aggregate Flexibility in Electric Vehicles
by: Panda, Nanda Kishor, et al.
Published: (2023)
by: Panda, Nanda Kishor, et al.
Published: (2023)
Efficient Probabilistic Optimal Power Flow Assessment Using an Adaptive Stochastic Spectral Embedding Surrogate Model
by: Wang, Xiaoting, et al.
Published: (2024)
by: Wang, Xiaoting, et al.
Published: (2024)
Recursive Privacy-Preserving Estimation Over Markov Fading Channels
by: Huang, Jie, et al.
Published: (2025)
by: Huang, Jie, et al.
Published: (2025)
An Efficient Method for Quantifying the Aggregate Flexibility of Plug-in Electric Vehicle Populations
by: Taha, Feras Al, et al.
Published: (2022)
by: Taha, Feras Al, et al.
Published: (2022)
Efficient Sampling and Sensitivity Analysis of Rare Transient Instability Events via Subset Simulation
by: Liu, Jingyu, et al.
Published: (2025)
by: Liu, Jingyu, et al.
Published: (2025)
Probabilistic Assessment of Rare Transient Instability Events via Kriging-based Active Learning Framework
by: Liu, Jingyu, et al.
Published: (2026)
by: Liu, Jingyu, et al.
Published: (2026)
Bilinear Data-Driven Min-Max MPC: Designing Rational Controllers via Sum-of-squares Optimization
by: Xie, Yifan, et al.
Published: (2025)
by: Xie, Yifan, et al.
Published: (2025)
Privacy-Preserving Aggregation of Controllable Loads to Compensate Fluctuations in Solar Power
by: Dong, Jin, et al.
Published: (2018)
by: Dong, Jin, et al.
Published: (2018)
Privacy-Preserving Nonlinear Cloud-based Model Predictive Control via Affine Masking
by: Zhang, Kaixiang, et al.
Published: (2021)
by: Zhang, Kaixiang, et al.
Published: (2021)
Integrated Modeling and Forecasting of Electric Vehicles Charging Profiles Based on Real Data
by: Ramos-Leaños, Octavio, et al.
Published: (2024)
by: Ramos-Leaños, Octavio, et al.
Published: (2024)
Coordinated Fast Frequency Response from Electric Vehicles, Data Centers, and Battery Energy Storage Systems
by: Tao, Xiaojie, et al.
Published: (2025)
by: Tao, Xiaojie, et al.
Published: (2025)
Electric Vehicle Charge Scheduling on Highway Networks from an Aggregate Cost Perspective
by: Anderson, Sean, et al.
Published: (2019)
by: Anderson, Sean, et al.
Published: (2019)
Sample Robust Scheduling of Electricity-Gas Systems Under Wind Power Uncertainty
by: Liu, Rong-Peng, et al.
Published: (2023)
by: Liu, Rong-Peng, et al.
Published: (2023)
Privacy-Preserving Distributed Estimation with Limited Data Rate
by: Ke, Jieming, et al.
Published: (2025)
by: Ke, Jieming, et al.
Published: (2025)
Differentially Private Data-Driven Markov Chain Modeling
by: Benvenuti, Alexander, et al.
Published: (2026)
by: Benvenuti, Alexander, et al.
Published: (2026)
Differentiable Filtering for Learning Hidden Markov Models
by: Chen, Reginald Zhiyan, et al.
Published: (2025)
by: Chen, Reginald Zhiyan, et al.
Published: (2025)
Application of Data-Driven Model Predictive Control for Autonomous Vehicle Steering
by: Zhang, Jiarui, et al.
Published: (2024)
by: Zhang, Jiarui, et al.
Published: (2024)
Data-Driven Koopman Predictive Control for Frequency Regulation of Power Systems using Black-Box IBRs
by: Rezaei, Sohrab, et al.
Published: (2026)
by: Rezaei, Sohrab, et al.
Published: (2026)
Data-Driven Distributed Optimization via Aggregative Tracking and Deep-Learning
by: Brumali, Riccardo, et al.
Published: (2025)
by: Brumali, Riccardo, et al.
Published: (2025)
Model-Free Privacy Preserving Power Flow Analysis in Distribution Networks
by: Liu, Dong, et al.
Published: (2025)
by: Liu, Dong, et al.
Published: (2025)
Resource-Oriented Optimization of Electric Vehicle Systems: A Data-Driven Survey on Charging Infrastructure, Scheduling, and Fleet Management
by: Wang, Hai, et al.
Published: (2025)
by: Wang, Hai, et al.
Published: (2025)
Probabilistic Formulations for System Identification of Linear Dynamics with Bilinear Observation Models
by: Liu, Diyou, et al.
Published: (2025)
by: Liu, Diyou, et al.
Published: (2025)
Assessing the Frequency Response Potential of Heavy-Duty Electric Vehicles with Vehicle-to-Grid Integration in the California Power System
by: Tao, Xiaojie, et al.
Published: (2025)
by: Tao, Xiaojie, et al.
Published: (2025)
Similar Items
-
An Extended State Space Model of Aggregated Electric Vehicles for Flexibility Estimation and Power Control
by: Liu, Yiping, et al.
Published: (2025) -
A Data-Driven Forced Oscillation Locating Method for Power Systems with Inverter-Based Resources
by: Cai, Yaojie, et al.
Published: (2025) -
Direct Data-Driven Discrete-time Bilinear Biquadratic Regulator
by: Clarke, Shanelle G., et al.
Published: (2022) -
Modeling False Data Injection Attacks in Integrated Electricity-Gas Systems
by: Liu, Rong-Peng, et al.
Published: (2023) -
Hidden Convexity-Based Distributed Operation of Integrated Electricity-Gas Systems
by: Liu, Rong-Peng, et al.
Published: (2024)