AI-Driven Plant Performance Monitoring System for Power Generation Industry-Energy - Solar Energy
UptimeAI specializes in offering a comprehensive AI-driven solution tailored to monitor the entirety of power plant operations. While traditional methods often focus solely on critical rotating equipment like turbines, overlooking static equipment can lead to significant performance downtime and financial loss. UptimeAI addresses this gap by providing system-level models that deliver complete monitoring solutions for all sensors and equipment, offering full balance plant coverage. By leveraging advanced deep learning models, UptimeAI ensures precise alerts and reduces performance losses with detailed explanations. The platform is capable of analyzing complex systems with thousands of parameters, offering insights into upstream and downstream impacts to enhance plant heat rate and optimize power consumption. This solution not only predicts potential failures and reduces false alarms but also enhances workforce productivity by automating redundant tasks, thus maintaining competitiveness in a data-centric environment.
While the turbines and other large rotating equipment form the most critical components, static equipment such as boilers and other auxiliary systems can contribute to more than 50% of unexpected failures and performance losses. UptimeAI helps you cover full balance of plant and stay competitive in today’s data-driven world.
Opportunities in Power
- Costly Failures : Equipment downtime can be a costly affair. Traditional methods of monitoring just critical rotating equipment leave room for failures due to peripheral and static equipment resulting in revenue loss.
- Expensive Repairs: Approaches that rely on monitoring symptoms in tier-1 assets such as turbines ignore causes beyond the equipment boundary and miss the opportunity to find issues before the damage even begins.
- Efficiency Losses: Complexity in analyzing systems with hundreds of parameters makes it difficult to identify reasons behind the efficiency loss, leading to lost opportunity in heat rate and aux power improvement.
Increase Reliability with Full Plant Coverage
With unique system-level models, UptimeAI offers a practical and cost-effective way to monitor every single sensor and equipment – the full balance of plant. Avoid 100s of false alarms and get precise alerts with deep learning models.
Reduce performance loss with explanations
Unique deep learning models can analyze even complex systems with thousands of sensors to explain the reason behind loss of performance. Improve station heat rate and optimize auxiliary power consumption.
Improve people productivity
Increase workforce productivity with our intelligent system that can analyze upstream/downstream impacts and explains failure modes. Empower people with AI-driven solution that automates mundane and repetitive tasks.