Enhancement of plant data through collection, cleansing, calibration & verification of crucial information in order to set the right foundation for PEAK analysis.

• Initial assessment and mapping of asset, design, infrastructure, equipment etc.
• Creation of Physical Data Link via API or direct monitoring access
• Collection, cleansing, filtering & filling of data
• Correction of data-related issues
• Assessment of monitoring system results vs PEAK via confirmation of equipment capacities
• Initial assessment of results and identification of main problematic areas

Essentials for continuous support and overview at portfolio and plant level, clear actionable insights and recommendations, and added-value deep data analytic tools for capitalizing on data insights.

Plant Level KPIs & Results (incl. Portfolio Level Overview)

• Avg. Plant Availability & Performance Ratio
• Data availability, quality & reliability of sensor data
• Automatic data cleansing + data loss evaluation
• Weather Corrected simulated (specific) electricity generation
• Actual (specific) electricity generation: meter & calculated bottom up
• Specific tracker losses (if applicable)

COCKPIT Plant Level Analytics

• Performance Map: Inverter, Combiner, String Level
• Loss Overview Map: Inverter, Combiner, String Level
• Inverter Efficiency Losses: AC/DC Ratio & Efficiency Curve
• Plant Browser: Design view + timeline browsing
• Digital Twin: Plant simulation
• Watchdog findings with potential causes & action items for efficient O&M work

Unique analytic solutions based on the plant’s or client’s needs, customized on a per plant subscription-based model.

DUST & SOILING

• Detection & quantification of losses due to dust & soiling
• Visualization & analysis via Soiling Performance Map
• Development of soiling mitigation strategy via soiling watchdog alarms
• Clean WHEN & WHERE needed

DEGRADATION & WEAR OUT

• Detection & quantification of premature & accelerated module degradation
• Visualization & analysis via Inverter / String Performance Map Filtered & Filtered Levelized
• Long-term tracking of module degradation rate via watchdog alarms
• Development of replacement strategy

ENERGY FORECASTING

• Short term weather / energy forecasting
• Revenue optimized results

VEGETATION & SHADOWING

• Detection & quantification of losses due to vegetation & shadowing
• Visualization & analysis via Shadowing Performance Map
• Development of grass cutting mitigation strategy via watchdog alarms
• Cut WHEN & WHERE needed

CONSTRUCTION & DESIGN MISTAKES

• One-time analysis for permanent benefit
• Detection & quantification of: Inverter cut-off losses (peak shaving), wiring dimensions, string rewiring & seasonal tilting
• Recommendations & cost/benefit for one-time improvement measures

SPARE PART MANAGEMENT

• Inventory oversight of modules, pyranometers & spare parts for near future needs
• Active & cost-effective management
• Predictive maintenance of spare part optimization