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Wind Electric Power Generation

NAICS 221115 · Utilities · SBA size standard: 1,150 employees

Wind electric power generation operators manage fleets of turbines that convert wind into electricity for the grid. For an onshore wind farm, the specialists turn SCADA data and weather forecasts into daily generation schedules and maintenance plans, maintenance plans into technician dispatch and parts orders, generation data into billing and compliance reports, and inspection findings into repair recommendations. Turbine availability, grid interconnection agreements, safety protocols and engineering decisions stay with the site technicians and engineers.

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What makes this business different

  • Continuous remote monitoring of turbine SCADA data for performance, faults and alarms
  • Weather-dependent generation forecasts that must be updated daily and submitted to grid operators
  • Scheduled and unscheduled maintenance on towers, blades, gearboxes and electrical systems at height
  • Spare parts inventory for high-value, long-lead-time components across multiple turbine models
  • Crew dispatch to remote sites with strict safety, lockout-tagout and high-angle rescue protocols
  • Interconnection agreements, power purchase agreements, renewable energy certificates and environmental permits that require periodic reporting
  • Asset management of turbines, transformers, substations and access roads with seasonal considerations for icing, lightning and wildlife

Specialist bots

  • a technician at a desk with multiple monitors displaying turbine performance graphs and alarm lists inside a wind farm control building

    SCADA Monitoring Analyst

    Ingest SCADA streams, triage alarms and create prioritized response tasks for the operations team.

    Works in: Ambitious Tasks, Process Optimizer, Ambitious Docs · Workflows: SCADA monitoring and alarm response

    Automates

    • Parses and categorizes real-time SCADA data
    • Compares output to wind-resource-adjusted expectations
    • Filters nuisance alarms and escalates critical faults
    • Drafts initial technician notifications
    • Logs events for compliance records

    Stops for a person

    • Site manager reviews and approves all alarm closures
    • Engineers confirm sensor recalibration or software updates
  • a control room operator reviewing large weather maps and turbine output charts on wall-mounted screens

    Generation Forecast Scheduler

    Produce daily wind generation forecasts and submit schedules to grid operators.

    Works in: Ambitious Sheets, Ambitious Docs, Process Optimizer · Workflows: Generation forecasting and grid scheduling

    Automates

    • Combines weather data with turbine performance models
    • Generates hour-by-hour fleet output predictions
    • Formats and submits schedules by required deadlines
    • Tracks forecast accuracy and logs variances

    Stops for a person

    • The operations manager reviews forecasts before grid submission
    • Significant deviations trigger engineering review
  • a planner marking maintenance dates on a large wall calendar showing multiple wind turbines and weather icons

    Maintenance Planner

    Build rolling maintenance schedules and generate detailed work orders for turbine technicians.

    Works in: Ambitious Tasks, Ambitious Sheets · Workflows: Preventive maintenance and work order planning

    Automates

    • Aligns manufacturer intervals with observed reliability data
    • Factors weather windows and crew certifications
    • Produces work orders with safety procedures and parts lists
    • Updates asset availability calendar

    Stops for a person

    • Lead technician approves schedule and required crane or rope access
    • Safety manager confirms all high-risk procedures
  • a worker scanning a large gearbox component on a pallet inside a climate-controlled warehouse with wind turbine parts

    Spare Parts Coordinator

    Maintain spare parts inventory, draft purchase orders and track usage across the wind farm.

    Works in: Ambitious Sheets, Ambitious Tasks, Ambitious Docs · Workflows: Spare parts and inventory management

    Automates

    • Calculates parts demand from upcoming work orders
    • Checks stock levels at multiple storage locations
    • Drafts reorder lists for long-lead components
    • Reconciles issued parts against completed jobs

    Stops for a person

    • Procurement manager approves all purchase orders and expenditures
    • Warehouse staff physically verify received parts
  • a crew member loading tools and safety harnesses into a pickup truck at the base of a wind turbine tower at sunrise

    Technician Dispatch Coordinator

    Assign certified technicians to approved work orders and coordinate daily routes and safety plans.

    Works in: Ambitious Tasks, Ambitious Docs · Workflows: Crew dispatch and field coordination

    Automates

    • Matches technician qualifications to task requirements
    • Optimizes daily routes and site access
    • Packages digital work orders with permits and procedures
    • Tracks crew check-ins and job status

    Stops for a person

    • Site supervisor reviews and approves all dispatches
    • Technicians confirm understanding of safety protocols before departure
  • an engineer organizing stacks of printed reports and data logs on a conference table with a wind farm map on the wall

    Compliance and Reporting Specialist

    Compile operational data and draft regulatory, contract and environmental reports for review.

    Works in: Ambitious Docs, Ambitious Sheets, Ambitious Tasks · Workflows: Regulatory and contract reporting

    Automates

    • Pulls generation, availability and maintenance records
    • Formats reports for renewable energy certificates and grid operators
    • Tracks permit and agreement renewal dates
    • Organizes documentation for audits

    Stops for a person

    • Engineering manager and legal counsel review every report before filing
    • People confirm all regulatory requirements are met
  • a technician on the ground piloting a drone with a large wind turbine blade and tower visible in the background

    Asset Inspection Coordinator

    Schedule and compile results from turbine inspections using drones, ground teams and rope access.

    Works in: Ambitious Tasks, Ambitious Docs, Ambitious Sheets · Workflows: Asset inspection and audit

    Automates

    • Creates seasonal inspection checklists by turbine
    • Compiles drone, visual and NDT findings
    • Compares results to previous inspections and OEM criteria
    • Generates prioritized repair recommendations

    Stops for a person

    • Certified inspectors and engineers validate all findings
    • Operations manager approves repair scope and schedule

Workflows

SCADA monitoring and alarm response

Starts when: Real-time SCADA alarm or daily operations start

  1. Ingest and categorize incoming SCADA data streams and alarms
  2. Compare performance against expected output based on wind conditions
  3. Prioritize alarms by severity and create response tasks
  4. Draft notifications for technicians and grid operators
  5. Log all events for regulatory reporting

Watch for: Turbines in remote locations with limited cell coverage; False alarms from sensor drift or icing must be filtered

Generation forecasting and grid scheduling

Starts when: Daily at 0600 and when weather changes significantly

  1. Pull latest meteorological forecasts and on-site wind data
  2. Run production models for each turbine and the full fleet
  3. Submit day-ahead and hour-ahead generation schedules to the grid operator
  4. Adjust forecasts for turbine availability and curtailment requests
  5. Compare actual vs forecast and log variances

Watch for: Grid operator deadlines are strict and non-negotiable; Rapid weather changes can require intra-day rescheduling

Preventive maintenance and work order planning

Starts when: Weekly and after major weather events

  1. Review turbine reliability data and manufacturer recommendations
  2. Build a 4-week rolling maintenance schedule by turbine and component
  3. Check technician certifications, weather windows and crane availability
  4. Generate work orders with required parts, tools and safety procedures
  5. Update asset management records with completed tasks

Watch for: Maintenance can only occur in safe wind speeds and weather; Some tasks require specialized high-angle or confined-space crews

Spare parts and inventory management

Starts when: After work order creation and monthly

  1. Explode maintenance schedule into required parts and consumables
  2. Check warehouse stock and consignment levels across sites
  3. Draft purchase orders for long-lead items such as blades and gearboxes
  4. Track shelf life of hydraulic fluids and batteries
  5. Reconcile usage against work orders and adjust par levels

Watch for: High-value parts must be stored in climate-controlled conditions; Lead times for major components can exceed six months

Crew dispatch and field coordination

Starts when: Approved work order or urgent alarm

  1. Match technician certifications and location to the task
  2. Build daily route and access plan for each crew
  3. Send digital work packs including safety permits and procedures
  4. Track arrival, job start and completion via mobile check-ins
  5. Record any deviations or additional findings

Watch for: Remote sites may require overnight stays or helicopter access; All high-angle work requires buddy system and rescue plans

Regulatory and contract reporting

Starts when: Monthly, quarterly and on contract milestones

  1. Compile generation, availability, maintenance and environmental data
  2. Draft renewable energy certificate and emissions reports
  3. Review power purchase and interconnection agreement deliverables
  4. Track permit renewal dates for land use and wildlife
  5. Prepare documentation for insurance and lender reviews

Watch for: Data must be traceable to individual turbines and timestamps; Reports require engineering sign-off before submission

Asset inspection and audit

Starts when: Seasonal (spring and fall) and after major events

  1. Schedule drone, ground and rope-access inspections by turbine
  2. Create checklist for blades, tower, foundation and electrical systems
  3. Compare findings against previous inspections and OEM limits
  4. Draft repair recommendations and cost estimates
  5. Update digital twin and asset register with results

Watch for: Wildlife nesting seasons restrict certain inspection windows; Lightning strikes and icing events trigger immediate follow-up

Bot templates for this industry

Source: U.S. Small Business Administration, Office of Size Standards, Table of Small Business Size Standards Matched to North American Industry Classification System Codes, version March 2023 (effective 2023-03-17, NAICS 2022). Size standards are shown for reference only.