Posted On 5/14/24
At RaptorCon 2024, Raptor Maps’ second annual solar executive conference, Raptor Maps Co-founder and CTO Eddie Obropta spoke about how artificial intelligence (AI) is playing a transformative role in solar operations and highlighted how AI is integrated into Raptor Maps’ new product offering, Raptor Solar DG.
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Understanding AI in Solar
Eddie began with an overview of AI, comparing it to human intelligence and decision-making processes. He emphasized the evolution of AI over the years, highlighting milestones such as computer triumphs in chess and Jeopardy, as well as advancements in natural language processing exemplified by GPT technology. Through this historical lens, Eddie underscored the dynamic nature of AI, with the goalposts continually shifting as new breakthroughs emerge.
While acknowledging the vast potential of AI, Eddie stressed the importance of directing its capabilities towards industrial applications in the solar sector. Unlike social media or entertainment domains, where AI may yield incremental gains, in solar, the focus is on enhancing safety, reliability, and cost-efficiency for critical infrastructure.
Eddie identified three immediate applications of AI in solar operations:
Enhanced Digital Twins: AI-driven analysis improves the accuracy and effectiveness of digital twin models, enabling proactive identification of anomalies and performance optimization.
Anomaly Detection: Leveraging machine learning algorithms, AI swiftly identifies equipment anomalies, distinguishing critical issues from false positives, and facilitating timely intervention.
Integration with Robotics: AI complements robotics by enhancing decision-making capabilities in the field, streamlining maintenance workflows, and prioritizing tasks based on risk assessment.
Unveiling Raptor Solar DG, an AI Product for Solar
In a groundbreaking product launch, Eddie introduced Raptor Solar DG, Raptor Maps’ AI-powered inspection solution designed for the commercial and industrial (C&I) solar segment. The new solution is poised to revolutionize solar maintenance practices by delivering critical insights within 30 to 90 minutes, a staggering 99% faster than conventional methods.
READ MORE: Luminace Selects Raptor Maps’ AI Solution for Solar Fleet
Raptor Solar DG tackles prevalent industry challenges, such as inefficient execution of activities, revenue loss due to underperformance, and misidentification of critical issues. By leveraging AI for rapid detection and prioritization, Raptor Solar DG empowers technicians to mitigate risks and optimize performance effectively.
Key Features and Benefits:
Streamlined Data Collection: Minimize time-consuming data collection efforts, ensuring high-quality inputs for AI analysis.
Real-time Analysis: AI algorithms analyze aerial thermography data captured by drones in real-time, swiftly identifying critical issues and prioritizing remedial actions.
On-site Delivery: Results are seamlessly delivered to technicians on-site, empowering them to verify analysis, prioritize tasks, and take immediate corrective measures.
Cost Reduction: By eliminating the need for multiple truck rolls and expediting remediation processes, Raptor Solar DG significantly reduces operational costs and revenue losses.
Looking Ahead: Solar Gains From AI
Eddie concluded by emphasizing the transformative potential of AI in reshaping solar operations. With Raptor Solar DG paving the way for real-time insights and proactive maintenance, the solar industry will see gains in efficiency, safety, and sustainability.
READ THE FIRST PART OF THIS SERIES, THE AUTONOMOUS FUTURE OF SOLAR: HARNESSING ROBOTICS
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