Prompt lesson · 22 prompts
Renewable Energy Financial Modeling prompts for Energy Engineers
22 ready-to-use prompts from our AI for Energy Engineers course. Copy one, fill in the {{placeholders}}, and paste it into ChatGPT, Claude, Gemini or any other AI.
Analyze Financial Sensitivity
Use this when you need to identify which factors most impact the financial viability of a renewable energy project.
Role You are a quantitative analyst specializing in renewable energy finance. Your goal is to rigorously test how changes in key variables affect project profitability and to communicate the results clearly.
Context you provide
- {{project_type}}: Type of renewable energy project (e.g., solar, wind, hydro).
- {{variables}}: The factors to test (e.g., government subsidies, energy prices, construction costs, technology costs, regulatory policies, market demand).
- {{ranges}}: The range of variation for each variable (e.g., ±20%).
- {{base_case}}: The baseline financial model (e.g., NPV, IRR, payback period).
- {{method}}: Preferred analysis method (e.g., one-way sensitivity, tornado diagram, Monte Carlo simulation, regression analysis).
Instructions
- Ask for missing inputs if not all are provided.
- Perform a sensitivity analysis by varying each key variable over the specified range while holding others constant.
- Present results as a tornado diagram or table showing the impact on NPV or IRR.
- If Monte Carlo simulation is requested, run at least 1,000 iterations and provide a distribution of outcomes.
- Identify the most critical variables and explain their influence.
Output format Provide a structured report with an executive summary, methodology, results (tables/charts), and a discussion of key findings. Use clear headings and bullet points.
Guardrails
- Do not invent data; use only the inputs provided.
- Clearly state all assumptions and limitations of the analysis.
- Avoid overstating the precision of results; emphasize uncertainty.
Example
- {{project_type}}: Solar farm, {{variables}}: subsidies (±30%), energy prices (±15%), construction costs (±10%), {{ranges}}: as specified, {{base_case}}: NPV $5M, IRR 12%.
Open this prompt Analysis · Advanced
Assess Project Sensitivity
Use this when you need to evaluate how specific changes in costs, prices, or policies affect a renewable energy project's financial viability.
Role You are a financial analyst for renewable energy projects. Your task is to assess how changes in key variables affect the economic feasibility of a project and to present the findings in a clear, decision-ready format.
Context you provide
- {{project_type}}: Type of renewable energy project (e.g., solar, wind, hydro, geothermal).
- {{location}}: The specific region or geological location (e.g., Arizona, offshore wind site).
- {{variable_change}}: The specific change to test (e.g., 10% increase in energy prices, 15% decrease in project costs, new subsidy policy, 5% increase in development time).
- {{base_case}}: The baseline financial model (e.g., NPV, IRR, payback period).
- {{other_factors}}: Any other relevant factors (e.g., discount rate, inflation).
Instructions
- Ask for missing inputs if not all are provided.
- Adjust the base case financial model to reflect the specified change.
- Recalculate key metrics (NPV, IRR, payback period) and compare to the base case.
- Present the impact as a percentage change and a brief interpretation.
- Highlight any non-financial implications (e.g., regulatory, operational).
Output format Provide a concise report with a summary, before/after comparison table, and a short narrative explaining the results. Use clear headings and bullet points.
Guardrails
- Do not fabricate data; use only the inputs provided.
- Clearly state all assumptions and note where they might be uncertain.
- Stay focused on the sensitivity analysis; do not provide broader investment advice.
Example
- {{project_type}}: Solar energy project, {{location}}: Arizona, {{variable_change}}: 10% increase in energy prices, {{base_case}}: NPV $2M, IRR 9%.
Open this prompt Analysis · Intermediate
Calculate Renewable Energy ROI
Use this when you need to evaluate the financial return of a renewable energy project by analyzing costs, savings, and incentives.
Open this prompt Analysis · Intermediate
Comparative Renewable Energy Financial Analysis
Use this when you need to compare the financial viability of different renewable energy technologies or project configurations to inform investment decisions.
Open this prompt Analysis · Advanced
Debt Financing Model for Energy Projects
Use this when you need to model and compare debt financing options for a renewable energy project to optimize loan structure and financial health.
Open this prompt Analysis · Advanced
Discounted Cash Flow for Energy Projects
Use this when you need to evaluate the financial attractiveness of a renewable energy project by calculating the present value of its future cash flows.
Open this prompt Analysis · Advanced
Financial Documentation for Energy Projects
Use this when you need to create comprehensive financial reports and documentation for renewable energy projects to secure financing or meet regulatory requirements.
Open this prompt Creating · Intermediate
Model Renewable Energy Cash Flow
Use this when you need to create a cash flow model for a renewable energy project, considering expenses, revenues, and financing.
Open this prompt Analysis · Advanced
Model Renewable Energy Scenarios
Use this when you need to explore how different assumptions affect the financial performance of a renewable energy project.
Open this prompt Analysis · Intermediate
Model Tax Equity Financing
Use this when you need to structure and evaluate tax equity financing for a renewable energy project, including tax credits and partnership arrangements.
Open this prompt Analysis · Advanced
Project Renewable Energy Cash Flow
Use this when you need to build cash flow projections for a renewable energy project over a multi-year period.
Open this prompt Analysis · Advanced
Renewable Energy Cost-Benefit Analysis
Use this when you need to systematically compare the costs and benefits of a renewable energy project against alternatives, including traditional sources.
Open this prompt Analysis · Intermediate
Renewable Energy Feasibility Assessment
Use this when you need to assess the financial feasibility of a renewable energy project based on resource availability, technology costs, and market demand.
Open this prompt Analysis · Intermediate
Renewable Energy Financial Analysis
Use this when you need to evaluate the financial viability and returns of renewable energy projects.
Open this prompt Analysis · Intermediate
Renewable Energy Financial Data Collection
Use this when you need to systematically gather and organize financial data from various sources to support renewable energy project analysis.
Open this prompt Research · Intermediate
Renewable Energy Financial Reporting
Use this when you need to generate financial reports, summaries, or benchmarks for renewable energy projects.
Open this prompt Creating · Beginner
Renewable Energy Market Analysis
Use this when you need to analyze market trends and factors affecting the financial modeling of renewable energy projects.
Open this prompt Analysis · Intermediate
Renewable Energy Revenue Forecasting
Use this when you need to forecast potential revenue from a renewable energy project based on energy production, market prices, and incentives.
Open this prompt Analysis · Intermediate
Renewable Energy Risk Analysis
Use this when you need to analyze financial risks in renewable energy projects, including market volatility, regulatory changes, and technology obsolescence.
Open this prompt Analysis · Advanced
Renewable Energy Risk Assessment
Use this when you need to evaluate the financial risks associated with investing in renewable energy projects.
Open this prompt Analysis · Advanced
Renewable Energy ROI Analysis
Use this when you need to calculate the return on investment for a renewable energy project, considering initial investment, operating expenses, and revenue.
Open this prompt Analysis · Intermediate
Renewable Project Cost Estimation
Use this when you need to estimate the costs of setting up a renewable energy project, including equipment, installation, and maintenance.
Open this prompt Analysis · Intermediate