Distributed Wind Power Grid-Interaction State Dataset

#System state prediction #State transition recognition #Grid interaction change detection #Operational signal understanding #Distributed wind operation monitoring #Microgrid coordination control #Wind power grid integration #Renewable energy dispatch

8044
0.4GB
JSON
CATL
MOBIUSI INC

Updated:2026-11-03

AI Analysis & Value Prop

This JSON dataset records wind turbine active and reactive power, voltage, frequency, grid-connection switches, power limits, and microgrid operating signals. It covers grid-connected, constrained grid-connected, active curtailment, islanded, and reconnection states, including transitions between them. The structured measurements, control signals, and state labels support domain fine-tuning and evaluation for operating-state prediction, transition recognition, and grid-interaction change detection, as well as microgrid monitoring and wind power integration analysis.

Dataset Insights

Sample Examples

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Technical Specifications

Field	Type	Description
file_name	string	File name
raw_measurements	object	Raw JSON data collected or recorded directly from wind turbines, grid connection points, and microgrid control systems.
power_limit_active	boolean	Indicates whether the power-limiting strategy is active, based on the current active power limit, actual active power, and control signals.
state_transition_type	string	The type of grid-interaction state change identified from the current record and preceding time-series records.
voltage_deviation_pct	number	The percentage deviation of the grid connection point voltage from its rated voltage.
frequency_deviation_hz	number	The deviation of the grid connection point frequency from its rated frequency, measured in hertz.
predicted_system_state	string	The current wind power system operating state inferred from raw measurements, grid-connection switches, power limits, and microgrid signals.
state_prediction_confidence	number	The model's confidence in the predicted current system state, typically ranging from 0 to 1.
grid_interaction_change_score	number	A score, typically ranging from 0 to 1, that measures the intensity of interaction-state changes based on changes in power, voltage, frequency, switches, and microgrid signals.
active_power_utilization_ratio	number	The ratio of actual active power to the active power limit, indicating how much of the permitted output capacity is being used.

Compliance Statement

Authorization Type	Proprietary - Commercial AI Training License (No Redistribution)
Commercial Use	Requires exclusive subscription or authorization contract (monthly or per-invocation charging)
Privacy and Anonymization	No PII, no real company names, simulated scenarios follow industry standards
Compliance System	Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs

Frequently Asked Questions

What does the dataset contain?: The JSON records include wind turbine active and reactive power, voltage, frequency, grid-connection switches, power limits, and microgrid operating signals. They also include predicted system states, transition types, power-limit status, and related numeric indicators.

Which operating states are covered?: The stated coverage includes grid-connected, constrained grid-connected, active curtailment, islanded, and reconnection states. The records support analysis of interaction changes and operating-state transitions across time.

Which model tasks can it support?: The data can support distributed wind system state prediction, transition recognition, grid-interaction change detection, and operational signal understanding. It is also relevant to microgrid monitoring, grid integration analysis, and domain fine-tuning or evaluation.

How can I access the data, and what are its license and sampling specifications?: Refer to the dataset product page for the available download method, license terms, and specification details. The provided information does not state the sampling frequency, record count, or license scope, so check the listing for the applicable version before use.

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Cite this Work

@dataset{Mobiusi2026,
  title={Distributed Wind Power Grid-Interaction State Dataset},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/532462e2b9506a9e7607c4b099b5a360?dataset_scene_id=12},
  urldate={2026-10-28},
  keywords={distributed wind dataset,wind power grid connection,grid interaction change detection,microgrid operation data,wind turbine power signals,wind state prediction,grid connection state transitions,JSON energy data},
  version={1.0}
}

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