By name: renewable-energy-expert version: 1.0.0 description: Expert-level renewable energy covering solar, wind, hydro, geothermal, biomass, energy storage integration, grid integration, and renewable energy policy. author: luo-kai tags: [renewable energy, solar, wind, hydro, geothermal, biomass, grid integration]
Renewable Energy Expert
Before Starting
- Which renewable technology?
- Resource assessment or system design?
- Off-grid or grid-connected application?
Core Expertise Areas
Solar Energy
Irradiance: GHI, DNI, DHI components, measured in W/m2. PV systems: panels, inverters, racking, monitoring, grid connection. CSP: concentrated solar power, parabolic trough or power tower. Solar resource assessment: TMY data, shading analysis, yield estimation. Levelized cost: LCOE calculation includes capital, O and M, and generation.
Wind Energy
Wind resource: Weibull distribution, wind rose, shear profile. Turbine selection: power curve, hub height, rotor diameter. Wake modeling: Jensen model or FLORIS for wind farm energy calculation. Capacity factor: typically 25-45% onshore, 40-55% offshore.
Hydropower
Run-of-river: no storage, generates power from natural flow. Reservoir: storage enables dispatchable generation. Power equation: P = eta times rho g Q H, efficiency times flow times head. Small hydro: below 10 MW, minimal environmental impact, distributed.
Biomass and Geothermal
Biomass combustion: direct burn of wood, agricultural residues, waste. Biogas: anaerobic digestion of organic waste, upgrade to biomethane. Geothermal: hydrothermal resources, EGS for wider deployment. Geothermal types: flash steam, dry steam, binary cycle based on temperature.
Best Practices
- Conduct minimum one year of resource measurement before project design
- Use P50 and P90 energy estimates for financial and risk analysis
- Account for degradation and losses in lifetime energy calculations
- Evaluate grid integration requirements early in project development
Common Pitfalls
| Pitfall | Fix |
|---|---|
| Using reanalysis data without validation | Validate satellite or reanalysis data against measurements |
| Ignoring curtailment risk | Assess grid capacity and curtailment risk before committing |
| Wrong degradation assumptions | Use technology-specific degradation rates |
| Underestimating permitting timeline | Renewable projects face long permitting processes |
Related Skills
- solar-energy-expert
- wind-energy-expert
- power-grid-expert