Size battery energy storage systems, model lithium-ion degradation, co-optimize revenue streams, and build degradation-adjusted financial pro-formas. Use when asked to 'size a battery', 'model BESS degradation', 'optimize battery dispatch', 'run a storage pro-forma', 'evaluate peak shaving', 'analyze energy arbitrage', 'model solar plus storage', or any battery energy storage sizing, dispatch, or investment analysis.
Calculate an organization's greenhouse gas emissions across Scopes 1, 2, and 3 following the GHG Protocol Corporate Standard, then produce an interactive dashboard and an audit-ready workbook. Use when asked to 'calculate our carbon footprint', 'build a GHG inventory', 'measure Scope 1 2 3 emissions', 'create an emissions report', 'run corporate carbon accounting', or model 'emissions reduction scenarios', or any organizational greenhouse gas accounting request
Quantitative drilling performance analysis across the well lifecycle covering wellbore positioning, drilling efficiency, and economics. Use when asked to 'calculate a wellbore survey', 'run minimum curvature', 'compute MSE', 'analyze drilling efficiency', 'parse a daily drilling report', 'plot a mud weight window', 'track cost per foot', 'classify NPT', or 'benchmark wells against offsets', or any drilling optimization, trajectory, or well-planning analysis request
Conduct multi-source energy market research and produce cited intelligence briefings on commodities, policy, regulation, technology, and competitive dynamics. Use when asked to 'research energy markets', 'produce an energy market briefing', 'analyze oil, gas, power, or carbon markets', 'assess energy policy or regulation', 'forecast commodity prices', or any request for sourced energy market intelligence
Produce electrically feasible, financially justified electric vehicle (EV) fleet electrification plans grounded in duty-cycle, site electrical, and tariff data. Use when asked to 'plan fleet electrification', 'size EV chargers', 'model fleet charging load', 'assess site electrical capacity for EV charging', 'compare EV vs internal combustion total cost of ownership', 'optimize managed charging', 'assess grid impact of fleet charging', or build a phased fleet transition plan.
Perform long-range transmission and distribution capacity planning: load growth forecasting, distributed energy resource hosting capacity, N-1 contingency screening, transfer capability, substation loading, and capital investment plans. Use when asked to 'forecast load growth', 'run a hosting capacity analysis', 'screen N-1 contingencies', 'calculate ATC or transfer capability', 'assess substation loading', or 'build a capital investment plan' for a power grid
Optimize sizing, dispatch, resilience, and financials for grid-connected or islanded microgrids. Use when asked to 'design a microgrid', 'size solar plus storage', 'optimize a hybrid energy system', 'run a microgrid feasibility study', 'model dispatch for a distributed energy resource', 'calculate levelized cost of energy for a microgrid', 'analyze backup resilience and hours of autonomy', or any distributed-energy techno-economic sizing request
Analyze thermal power plant performance: heat rate, NERC GADS availability metrics, thermodynamic cycle modeling, ambient corrections, degradation trending, and fleet benchmarking. Use when asked to 'calculate heat rate', 'compute EFOR or availability', 'model a Rankine or Brayton cycle', 'apply ambient corrections', 'trend plant degradation', 'benchmark against the NERC fleet', or analyze thermal generation efficiency