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BKOAI enables predictive production, remote monitoring, and performance optimization
to boost profitability across power plants.
Day-ahead price forecasting for faster, more accurate production adjustments that align with future demand.
Remote system monitoring to detect underperforming assets and uncover untapped profit opportunities.
Operational diagnostics to anticipate equipment failures and support smarter maintenance planning.
Remote Monitoring Services
We helps develop or strengthen equipment monitoring systems to detect potential issues at an early stage, ensuring consistent operational performance and minimizing unexpected downtime.
Smart Dispatch Optimization
We enable power producers to maximize profitability by building accurate, data-driven forecasting models for the day-ahead electricity market, supporting better scheduling and production decisions.
Thermal Performance Optimization
Through advanced machine learning models, we help identify actionable procedures that improve thermal efficiency and overall asset performance across your power generation systems.
From optimizing trading strategies in deregulated energy markets to synchronizing outage planning with operational data, BKOAI helps power and utilities sectors create more value.
Dispatching power plant generation optimally enables wholesale generators to maximize their revenue. Machine learning models of power plant performance enable optimized trading strategies in deregulated energy markets.
Using Aveva PI operational data greatly improves outage planning. Plant managers can use machine learning applications to better forecast asset outage spend and duration. Engine degradation and equipment events can be predicted and monitored by using both supervised and unsupervised machine learning techniques.
Forecasting power generation from renewable assets including wind, solar and storage can get complicated. We can help renewable operators optimize their asset dispatch by building deep learning and deep reinforcement learning algorithms that outperform traditional methods.
Particularly useful for generation asset owners who don’t want to hire control engineers, have limited access to them, or cannot justify the cost, based on the asset size. One of our engineers can monitor multiple assets from multiple owners, achieving significant benefits of scale.Services fall into three broad categories:
- Monitoring for anomaly detection.
- Monitoring for maintenance optimization.
- Monitoring for performance improvement and cost reduction.
BKO Services will work with any client-side hardware or software, bringing you the benefits that come from monitoring by skilled engineers, analysis using Machine Learning, and reporting from data stored in Modern Real-Time databases, and Cloud technologies.
Our engineers perform anomaly detection using in-house trained predictive models to provide early warning alerts and diagnostic guidance to our customers. In a complex industry setting such as power plants, aviation etc. Anomaly detection is critical to raise alarms beforehand to prevent significant damages and mishaps. Here, we propose a novel approach of using a multimodal neural network-based autoencoder. These detected anomalies generally tend to be more accurate and robust than anomalies detected by a single data source as latent representations capture inter-dependencies between different parts of the system through those multiple data sources.