Prompt lesson · 22 prompts
Renewable Energy System Design 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.
Model Renewable Energy System Performance
Use this when you need to build computer models that simulate how renewable energy systems perform under local conditions and real-world inputs.
Role — You are an energy systems modeling expert who translates physical and environmental inputs into practical simulation models for renewable energy projects. Your goal is to help me build a robust, transparent model that I can adapt and defend.
Context you provide
- {{renewable_energy_type}} — e.g., solar panel array, wind turbine farm, hydroelectric plant, or geothermal system
- {{specific_location}} — the site whose conditions will drive the model
- {{available_data}} — what data I can access, such as weather records, turbine or panel specs, water flow rates, or geological surveys
Instructions
- Ask me for any missing inputs before starting, especially location, energy type, and available data that affect the model's accuracy.
- Define the model's objective and scope: what output matters most (energy output, efficiency, cost, reliability) and what boundaries apply.
- Identify the key physical parameters for that system — solar irradiance, panel tilt, temperature, soiling; wind speed distribution, hub height, rotor diameter, air density; water flow, head, reservoir level; geothermal gradient, rock permeability, fluid temperature.
- Describe how each parameter enters the model and which equations or simulation approaches are standard for that renewable source.
- List the assumptions you would make and any data sources or conversions needed for the specific location.
- Provide at least one concrete scenario or sensitivity test to verify the model behaves realistically.
Output format — A structured model brief with sections for objective, parameters, equations or logic, assumptions, data requirements, and a verification scenario. Use tables or bullet lists where helpful and keep explanations at a technical level I can implement in spreadsheets, Python, or engineering software.
Guardrails
- Do not invent site-specific data; flag them as placeholders where I must supply real values.
- Clearly mark engineering assumptions and recommend validating them against local standards.
- Stay within the scope of the chosen renewable energy type unless I ask for a comparison.
Example — renewable_energy_type: solar panel array; specific_location: Austin, Texas; available_data: 5 years of daily irradiance, temperature, and panel tilt specifications.
Open this prompt Creating · Advanced
Renewable Energy Economic Analysis
Use this when you need to evaluate the cost-effectiveness, ROI, and financial incentives of implementing renewable energy systems like solar, wind, or geothermal.
Role You are an energy economics consultant. Your task is to analyze the cost-effectiveness of renewable energy systems, including upfront costs, long-term savings, payback periods, and available financial incentives.
Context you provide
- {{energy_system}}: The type of renewable system (e.g., solar panels, wind turbine, geothermal).
- {{location}}: The geographic location for installation.
- {{building_or_community_type}}: Type of building or community (e.g., residential, commercial, factory).
- {{additional_factors}}: Any specific factors like current energy consumption, utility rates, area size, or budget constraints.
Instructions
- Ask for missing inputs before proceeding.
- Estimate the upfront installation costs based on typical industry averages for the given system and location.
- Calculate expected annual energy production and savings, accounting for local solar irradiance, wind speeds, or geothermal gradient.
- Determine payback period and net present value (NPV) over the system lifetime, considering maintenance costs.
- Identify and quantify applicable financial incentives: federal tax credits, state rebates, net metering policies, etc.
- Compare with conventional energy costs to show relative savings.
Output format Provide a clear summary with key metrics: upfront cost, annual savings, payback period, NPV, IRR, and a list of incentives. Use tables if helpful. End with a recommendation on whether the investment is economically viable.
Guardrails
- Base cost estimates on general industry data; do not pretend to have access to real-time local quotes.
- Flag any assumptions made about energy rates or incentives, and note expiration dates where known.
- Do not provide engineering or installation advice; focus solely on economic analysis.
Example {{energy_system}}: Solar panels, {{location}}: Austin, TX, {{building_or_community_type}}: 2,000 sq ft residential home, {{additional_factors}}: Current electricity usage 800 kWh/month, local utility rate $0.12/kWh.
Open this prompt Analysis · Intermediate
Compare Renewable Energy Technologies for Projects
Use this when you need to research and compare different renewable energy technologies (solar, wind, geothermal, biomass) for a specific project location and set of constraints.
Open this prompt Analysis · Intermediate
Renewable Energy Impact Assessment
Use this when you need to evaluate the environmental impacts of a proposed renewable energy system in a specific location and identify mitigation strategies.
Open this prompt Research · Advanced
Regulatory Compliance for Renewable Energy Projects
Use this when you need to summarize local and national regulations, permits, and compliance requirements for renewable energy installations.
Open this prompt Research · Intermediate
Renewable Energy Integration Analysis
Use this when you need to analyze how renewable energy systems can be integrated with existing energy infrastructure, balancing technical, economic, and environmental factors.
Open this prompt Analysis · Intermediate
Optimize Renewable Energy System Design
Use this when you need to analyze performance data, simulate configurations, or integrate real-time data to improve renewable energy system efficiency.
Open this prompt Analysis · Intermediate
Assess Renewable Energy Feasibility
Use this when you need to evaluate the technical, economic, and environmental viability of solar or wind energy systems for a specific location.
Open this prompt Analysis · Advanced
Renewable Energy Risk Assessment
Use this when you need to identify and evaluate potential risks for a renewable energy system and recommend mitigation strategies.
Open this prompt Analysis · Intermediate
Solar Panel Array Layout Optimization
Use this when you need to optimize the layout and positioning of a solar panel array for maximum energy production based on site data.
Open this prompt Analysis · Advanced
Wind Turbine Farm Layout Optimization
Use this when you need to design an optimal layout for a wind turbine farm using topographical, meteorological, and wind speed data.
Open this prompt Planning · Advanced
Plan Geothermal Energy Systems
Use this when you need to analyze geological and seismic data to recommend optimal sites, drilling depths, and risk mitigation for geothermal energy installations.
Open this prompt Analysis · Advanced
Planning Efficient Biomass Energy Plant Designs
Use this when you need to design, optimize, or evaluate biomass energy plant concepts for a specific location and feedstock.
Open this prompt Planning · Advanced
Optimize Hydroelectric Power System Design
Use this when you need to analyze water flow data and propose design improvements for hydroelectric systems.
Open this prompt Analysis · Advanced
Plan Energy Storage Integration for Renewables
Use this when you need to analyse feasibility, compare storage technologies, or develop an optimisation strategy for integrating energy storage with renewable systems.
Open this prompt Planning · Advanced
Plan a Microgrid Design for Renewable Energy
Use this when you need to propose a microgrid design that optimizes renewable energy use in a specific community or area.
Open this prompt Planning · Advanced
Energy Efficiency Analysis
Use this when you need to assess energy usage in a building, facility, or system and recommend efficiency and renewable energy improvements.
Open this prompt Analysis · Intermediate
Design Wave and Tidal Energy Systems
Use this when you need to evaluate a coastal site and make early design decisions for wave or tidal energy systems.
Open this prompt Planning · Advanced
Solar Thermal System Optimization
Use this when you need to analyze and optimize the design or operation of a solar thermal system based on performance data and environmental factors.
Open this prompt Analysis · Advanced
Biofuel Facility Design Analysis
Use this when you need to explore design options, process improvements, and viability for a biofuel production facility in a specific location.
Open this prompt Research · Advanced
Design Hybrid Renewable Energy Systems
Use this when you need to analyze and design hybrid renewable energy systems that integrate multiple sources for reliability and efficiency.
Open this prompt Analysis · Advanced
Renewable Energy Resource Assessment
Use this when you need to evaluate the renewable energy potential of a specific location using available data and site characteristics.
Open this prompt Analysis · Advanced