Independent, Data-Based Maintenance Verification
De-Risk Wind Power Assets
We independently verify wind turbine maintenance and operational performance through non-invasive, data-based analysis, so asset owners can recover lost AEP, reduce long-term risk, and bring transparency and consistency to maintenance execution. Following our forensic analysis, we provide optimization solutions utilizing advanced technologies to ensure service excellence.
What We Do
Technology-driven verification and improvement of wind turbine maintenance quality. Combining proprietary software with deep technical expertise and hands-on support. We specialize in de-risking on-shore & off-shore wind assets.
Maintenance History Audits
Our proprietary software analyzes CMMS, SCADA, and maintenance records to independently verify preventive maintenance execution. This non-invasive, data-based approach identifies execution gaps, inconsistencies, and quality issues in maintenance practices across the fleet.
- Automated analysis across CMMS, SCADA, and service logs
- Detection of preventive maintenance execution gaps and recurring quality issues
- Evidence-based maintenance improvement opportunities
Actionable Maintenance Improvement Plans
Based on verified audit findings, we develop clear, prioritized improvement plans focused on raising maintenance quality and consistency. These plans translate identified gaps into concrete, practical actions.
- Prioritized corrective actions linked to specific maintenance gaps
- Clear technical recommendations and execution guidance
- Alignment with OEM requirements and site-specific constraints
Implementation Support & Partner Enablement
Where required, we support the implementation of improvement actions through hands-on technical involvement and coordination with trusted partners. This ensures recommendations are executed correctly and embedded into day-to-day maintenance practices.
- On-site support for maintenance improvement initiatives
- Coordination with specialized partners for process or execution support
- Follow-up verification to confirm corrective actions are implemented
Evidence-Based Insights
Independent, data-based insights that reveal maintenance quality trends, execution consistency, and long-term asset risk. Trust but verify.
Maintenance quality and execution consistency change over time, and fleet-wide patterns often aren’t visible at the turbine or work-order level. Our proprietary software surfaces these trends across the wind farm and can also drill down into subsystems—tracking Service Quality Score (SQS) alongside individual component maintenance quality to show where subsystem performance can diverge even when high-level indicators look stable.
Beyond fleet-wide trends, we are able to evaluate specific subsystems in more detail per client needs.
Example: Tracking the Service Quality Score (SQS) alongside gearbox maintenance quality reveals how maintenance execution changes over time—and how subsystem-level quality can diverge even when high-level indicators appear stable.
THE 100 MW WIND PROJECT MODEL
Maintenance Intelligence Meets Advanced Analytics
Advanced Analytics
The Maintenance Evaluation Metric Report turns maintenance records and SCADA data into a clear, evidence-based view of maintenance quality and operational behavior - allowing our clients to spot trends, compare turbines and subsystems + prioritize corrective actions with confidence.
Service Quality Score (SQS)
A consistent, repeatable score that tracks maintenance execution quality over time—at turbine, site, and portfolio level.
Subsystem-Level Maintenance Quality
Component-specific scoring (e.g., gearbox, drivetrain, pitch, hydraulics) to surface where quality diverges even when high-level indicators look stable.
SCADA Variables & Data Analytics
Targeted SCADA variable tracking and deeper data analysis to identify operational signatures, anomalies, and patterns tied to maintenance quality.
Our Process
A proven workflow that turns maintenance events and SCADA signals into a clear, prioritized maintenance improvement plan.
Data Ingestion
Ingest SCADA and maintenance records centered on maintenance dates.
Task & Signal Mapping
Map signals to planned tasks using pre / during / post maintenance windows.
Execution Scoring
Score execution (Pass / Incomplete / Miss) and flag deviations from expected outcomes.
Impact Interpretation
Interpret impact using downtime attribution, reliability indicators, and AEP context where applicable.
Prioritized Improvement Plan
Deliver a prioritized improvement plan with clear actions to raise maintenance quality and consistency.
Reducing Safety Risk
Through Verified Execution
Safety risk in wind operations often stems from inconsistent maintenance execution and repeat interventions. The most effective way to improve safety statistics is to reduce the absolute number of hours technicians spend at the turbine. High-quality preventive maintenance drastically reduces the need for corrective maintenance.
Fewer Repeat Interventions
Reducing rework and repeat visits lowers exposure hours and on-turbine risk.
Earlier Risk Visibility
Flagging execution gaps early helps prevent issues from escalating into high-risk corrective work.
Consistent Work Standards
Clear evidence and standardized scoring support more consistent maintenance practices across sites and vendors.
Who We Are
We help our clients turn data into real energy gains through software-driven maintenance audits and hands-on turbine expertise
Our Core Values
Trust
We build trust with customers and partners through ethical transparency. By providing clear, actionable metrics, we enable informed decision-making and strengthen long-term relationships through consistent engagement and measurable progress.
Inclusion
We work alongside our clients as true partners throughout every stage of the improvement journey. From day one, collaboration and transparency guide our approach, enabling us to deliver meaningful, lasting impact.
Innovation
Innovation is at the core of what we do. We bring distinctive tools, insights, and methodologies that raise the bar for the industry. Built on decades of hard-earned experience, our solutions deliver value you won’t find anywhere else.
Technical Excellence
Our team delivers exceptional value by combining deep engineering expertise, strong knowledge of turbine electrical and mechanical systems, precise reporting, and rigorous data integrity to improve and optimize wind operations.
Send Us a Message
Contact Us
Ready to optimize your wind energy operations? Let's start the conversation
info@windwiseconsultingllc.com
Phone
+1 (330) 400-6636
Mon–Fri: 8AM – 6PM EST
Contact Information
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Independent, non-invasive maintenance verification powered by proprietary software—designed for operators and asset owners.
Outputs and outcomes vary by site and baseline conditions.