Smarter Operations.
Stronger Renewable Energy Performance.
What We Do
We partner with renewable energy owners and operators across the full asset lifecycle - from construction and commissioning through long-term operations and performance management. By combining proprietary software, independent analysis, deep technical expertise, and hands-on field support, we verify and improve electrical and mechanical maintenance quality, maximize energy production, reduce operational risk, and strengthen long-term renewable energy asset value.
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
Where do we start? Evidence-Based Insights.
Independent, data-based insights that reveal maintenance quality trends, execution consistency, and long-term asset risk. Our motto? Trust but verify.
Maintenance quality and execution can shift over time as O&M teams, service providers, personnel, and standard operating procedures change. These variations are often difficult to detect through individual work orders or turbine-level reporting alone. Our proprietary software identifies fleet-wide trends, drills down to subsystem and component performance, and tracks Service Quality Score (SQS) to reveal where maintenance quality is beginning to diverge—even when high-level indicators appear stable. Most importantly, we help verify that required maintenance is not only documented, but actually completed consistently and to the expected standard.
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
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
Wind Wise is a dedicated team of wind energy professionals combining hands-on field experience with advanced data analysis expertise. Led by Lukas Nelson, the team brings deep experience across the full renewable energy lifecycle, including construction, commissioning, operations, major corrective campaigns, and risk mitigation. This end-to-end perspective allows us to evaluate renewable power assets from both the field and analytical sides, identify performance and quality gaps, uncover opportunities for improvement, and turn complex data into practical actions that enhance reliability, reduce risk, and deliver measurable energy gains.
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.
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 electrical and mechanical expertise, strong knowledge of industrial scale turbine 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
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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.