Commercial and Industrial Rooftop Solar Feasibility Reasoning Q&A Dataset
#multi-step reasoning #feasibility assessment #constraint-based reasoning #rooftop solar feasibility assessment #commercial solar project planning #solar installation evaluation
- 5000
- 0.5GB
- JSON
- CATL
MOBIUSI INC
Updated:2026-10-14
AI Analysis & Value Prop
5This dataset organizes text-based project information for commercial and industrial rooftop solar installations, including usable roof area, electricity load profiles, structural limitations, shading, and grid-connection conditions. Its question-and-answer samples cover project context, feasibility questions, verdicts, key constraints, and evidence-based reasoning answers, making the basis for each assessment easier to trace. It is designed for reasoning SFT, training solar project decision analysis, and developing or evaluating models for commercial and industrial distributed solar planning.
Dataset Insights
Sample Examples
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Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| question | string | Asks whether a solar project is feasible under the stated conditions or requests an analysis of its limitations. |
| key_constraints | string | Identifies roof, load, structural, shading, or grid-connection conditions that materially affect project feasibility. |
| project_context | string | Describes usable roof area, electricity load profile, structural limitations, shading, grid-connection conditions, and other relevant project information. |
| reasoning_answer | string | Provides a final response and a reasoned analysis grounded in the project context and constraints. |
| feasibility_verdict | string | States the assessment reached after considering the project constraints. |
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 focus on commercial and industrial rooftop solar projects. They include project context and constraints, feasibility questions, verdicts, key limiting factors, and reasoning answers. Topics may include usable roof area, electricity load, structural conditions, shading, and grid-connection requirements.
- Which training and evaluation tasks does it support?
- The dataset can support reasoning SFT, project constraint identification, solar feasibility assessment, and decision analysis training. It can also be used to build related evaluation tasks. Data cleaning, splitting, and evaluation criteria should be adapted to the target model and workflow.
- How do the fields support reasoning training?
- Project conditions, key constraints, feasibility verdicts, and reasoning answers are organized as separate fields. This structure helps models learn to extract constraints from project context, analyze their impact on a proposed system, and provide a supported assessment. Actual reasoning performance depends on the sample content and training setup.
- How can I obtain the dataset, and what are the licensing terms?
- Use the delivery channel provided on the current dataset listing or platform. Permitted uses, commercial rights, and redistribution restrictions are governed by the specific license terms for this offering. Review those terms and confirm that the data meets your project requirements before use.
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Verified for Enterprise UseCite this Work
@dataset{Mobiusi2026,
title={Commercial and Industrial Rooftop Solar Feasibility Reasoning Q&A Dataset},
author={MOBIUSI INC},
year={2026},
url={https://www.mobiusi.com/datasets/b0b86a8b3700ac063cb54d9e4f542df9},
urldate={2026-10-09},
keywords={commercial rooftop solar, solar feasibility analysis, solar reasoning Q&A, distributed solar dataset, solar project constraints, reasoning SFT data, solar project assessment},
version={1.0}
}Using this in research? Please cite us.
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