Small Wind Turbine Configuration Counterfactual QA Dataset

#counterfactual reasoning #configuration impact analysis #performance constraint reasoning #small wind turbine performance analysis #wind energy system configuration #renewable energy optimization

5000
0.2GB
JSON
CATL
MOBIUSI INC

Updated:2026-10-25

AI Analysis & Value Prop

This dataset focuses on configuration selection for small wind turbines, recording rotor diameter, rated power, and cut-in wind speed for baseline and alternative configurations. It compares expected performance under specified wind conditions and application constraints, such as site, load, installation, or budget requirements. Questions, direct answers, performance comparisons, and reasoning explanations support training and evaluation of configuration analysis and counterfactual reasoning.

Dataset Insights

Sample Examples

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Technical Specifications

Field	Type	Description
file_name	string	File name
answer	string	The direct answer to the counterfactual question, stating the likely outcome or preferred configuration.
question	string	The user-facing question requesting a comparison or counterfactual inference about the turbine configurations.
reasoning	string	A concise explanation connecting configuration changes and operating context to the predicted performance differences and answer.
source_text	string	The original text containing the turbine scenario, configuration details, question, and any provided answer or explanation.
wind_speed_m_s	number	The wind speed or representative operating wind speed used to compare the configurations, in meters per second.
baseline_rated_power_w	number	The rated power of the baseline turbine configuration, in watts.
performance_comparison	string	A comparison of expected performance differences between the baseline and alternative configurations under the stated wind conditions and application constraints.
application_constraints	string	Site, load, installation, budget, safety, or other application constraints relevant to selecting a turbine configuration.
baseline_rotor_diameter_m	number	The rotor diameter of the baseline turbine configuration, in meters.
counterfactual_rated_power_w	number	The rated power of the alternative turbine configuration being evaluated, in watts.
baseline_cut_in_wind_speed_m_s	number	The minimum wind speed at which the baseline turbine begins generating power, in meters per second.
counterfactual_rotor_diameter_m	number	The rotor diameter of the alternative turbine configuration being evaluated, in meters.
counterfactual_cut_in_wind_speed_m_s	number	The minimum wind speed at which the alternative turbine begins generating power, in meters per second.

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?: Samples compare baseline and counterfactual small wind turbine configurations. They cover rotor diameter, rated power, cut-in wind speed, comparison wind speed, and application constraints, along with performance comparisons, answers, and reasoning explanations.

Which units are used for the configuration parameters?: Rotor diameter is measured in meters, rated power in watts, and wind speed and cut-in wind speed in meters per second. Samples may also include questions, application constraints, and textual reasoning.

Which training and evaluation tasks does it support?: The data supports counterfactual reasoning, conditional configuration comparison, and explanation generation. It can also be used for reasoning-oriented supervised fine-tuning and evaluation of model capabilities in small wind turbine selection scenarios.

How can I access the data, and what are the licensing terms?: Check the dataset product page or the provider's distribution channel for access options, available formats, and licensing terms. Review the license before use to confirm that it covers your research or commercial application.

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Cite this Work

@dataset{Mobiusi2026,
  title={Small Wind Turbine Configuration Counterfactual QA Dataset},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/561b4d3ae17eec2c7db698b621eb3152},
  urldate={2026-10-19},
  keywords={small wind turbine dataset,turbine configuration QA,counterfactual reasoning data,small wind power,turbine selection analysis,wind performance comparison,reasoning SFT data,wind energy equipment configuration},
  version={1.0}
}

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