Concentrated Solar Power Plant Operational State Transition Dataset

#state change detection #state transition classification #next state prediction #domain model fine-tuning #CSP plant monitoring #operational dispatch #plant state analysis #renewable energy maintenance

5020
0.4GB
JSON
CATL
MOBIUSI INC

Updated:2026-11-03

AI Analysis & Value Prop

This JSON dataset records multi-window telemetry, control commands, transition points and types, and subsequent operating states for concentrated solar power plants. It covers states such as normal operation, ramping, standby, power curtailment, and shutdown. Each record includes source data, a state-change detection result, transition features, a normalized transition type, and next-state prediction information to support operational analysis, state forecasting, and domain-specific model fine-tuning.

Dataset Insights

Sample Examples

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Technical Specifications

Field	Type	Description
file_name	string	File name
source_record	object	The original JSON record for a CSP plant state-transition sample, including plant information, time-window telemetry, control commands, and state labels.
predicted_next_state	string	The next operating state inferred from multi-window telemetry and control commands.
prediction_confidence	number	The confidence score for the predicted next operating state, ranging from 0 to 1.
state_change_detected	boolean	The state-change detection result derived from the source telemetry, transition point, and control commands.
state_transition_features	object	Features derived from telemetry windows before and after a transition, such as power change, transition duration, and ramp rate.
normalized_transition_type	string	The normalized state-transition category derived from the original change type and the states before and after the transition.

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 operating-state information does the dataset contain?: It records multi-window telemetry, control commands, transition points and types, and operating states such as normal operation, ramping, standby, power curtailment, and shutdown, along with fields related to next-state prediction.

What format and fields are included?: The dataset uses a JSON structure with fields for the source operational record, state-change detection result, transition features, normalized transition type, predicted next operating state, and prediction confidence.

How can I obtain the data, and what are the licensing terms?: Check the dataset product page or designated delivery channel for available versions and access options. Before use, review the applicable license, permitted use, and redistribution restrictions; the product listing or accompanying agreement governs the specific terms.

Which training and application tasks does the dataset support?: It supports CSP plant monitoring and dispatch analysis, as well as state-change detection, transition classification, next-state prediction, and domain-specific model fine-tuning.

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Cite this Work

@dataset{Mobiusi2026,
  title={Concentrated Solar Power Plant Operational State Transition Dataset},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/01b4c4d07a8915c7c98ee0b61f5a7337?dataset_scene_cate_type=5},
  urldate={2026-10-28},
  keywords={CSP dataset,concentrated solar power data,plant state transitions,operational state prediction,telemetry data,control command data,state change detection,CSP artificial intelligence},
  version={1.0}
}

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