AI-Powered Forecasting & Operations Suite

Smart Photovoltaic Plant Management

Advanced web-based software designed to maximize the efficiency, reliability, and profitability of photovoltaic plants. Built on cutting-edge AI and robust data management for next-generation solar operations.

Maximize Solar Energy Efficiency with AI Intelligence

Advanced photovoltaic monitoring and optimization system for next-generation solar plants

The PV Smart Forecast & Management Suite is an advanced web-based software designed to maximize the efficiency, reliability, and profitability of photovoltaic (PV) plants. Built on cutting-edge artificial intelligence (AI) and robust data management, it enables solar plant operators to predict electricity production with over 95% accuracy, optimize storage usage, and maintain grid stability. This solution was developed from leading research in PV energy forecasting and is engineered to integrate seamlessly with energy storage systems and grid operations.

Key Features

Comprehensive solar energy management capabilities powered by advanced AI technology

AI Forecasting System
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AI Forecasting System

High-accuracy predictions using advanced algorithms (SARIMA, Prophet, SARIMAX, MLP, Random Forest Regressor) with proven 95.66% accuracy for short-term forecasting up to 7 days ahead.

Data Visualization
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Data Visualization

Compare 10 days of historical data, real-world production, and forecasts side-by-side with comprehensive visual dashboards and downloadable CSV files for deeper insights.

Anomaly Detection
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Anomaly Detection

Flags abnormal performance when forecast vs. actual production deviates beyond threshold, enabling early fault detection and proactive maintenance scheduling.

Data Storage & Provider System
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Data Storage & Provider System

Centralized data hub collecting and storing PV production and weather data at 1-hour resolution with built-in APIs for Thai Meteorological Department and OpenWeatherMap.

Smart Data Engineering
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Smart Data Engineering

Uses sunrise/sunset correlations to boost accuracy and provides user data upload capabilities for raw PV or weather data files for model training and analysis.

Export & Reporting
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Export & Reporting

Visual dashboards and downloadable CSV files for deeper insights, offering clean, preprocessed data in CSV format for further R&D and model development.

Business Benefits

Comprehensive advantages that drive solar energy optimization and operational excellence

Optimized Energy Storage Management

  • Accurate planning and management of Battery Energy Storage Systems (BESS)
  • Maximum utilization of solar energy with PV installations
  • Intelligent storage optimization algorithms
  • Real-time energy distribution management

System Fault Detection

  • Anomaly Detection for irregular PV plant performance
  • Early warning system for maintenance needs
  • Fast and proactive maintenance scheduling
  • Preventive maintenance optimization

Accurate Investment Analysis

  • Forecast energy production potential in new locations
  • Reliable calculations for solar farm feasibility
  • Investment ROI analysis and projections
  • Risk assessment and mitigation strategies

Grid Reliability & Performance

  • Essential input for electricity controllers
  • Balance renewable and conventional generation
  • Ensure grid stability and reliability
  • Real-time performance monitoring

Deployment & Requirements

Streamlined implementation process designed for optimal solar plant management

1

Delivery Model

Web-based application with server-side AI computations, accessible from any browser with high-performance server requirements for data processing.

2

Technical Prerequisites

At least 1 year of historical PV production data (1-hour resolution), weather forecast access via TMD or OWM APIs, and PV system data localized to deployment area.

3

Target Users

PV Plant Owners & Operators looking to maximize returns, Grid Managers & Energy Planners, Investors & Developers, Research & Development Teams, and Utility Companies.

4

Proven Accuracy

Proven AI accuracy above 95% with end-to-end platform capabilities including prediction, monitoring, and optimization for scalable deployment.

5

Future Integration

Ready for future integrations with smart grid and IoT ecosystems, providing accurate investment feasibility analysis for solar farms of all sizes.

Ready to Optimize Your Solar Energy System?

Join leading organizations that have maximized their renewable energy potential with our AI-powered photovoltaic management solution. Start your journey towards sustainable energy excellence today.

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