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Air Quality Monitoring services

Project
18033 Mad@Work
Type
New service
Description

USPs: Precision Monitoring: Advanced PM sensors with self-calibration ensure consistent accuracy. Real-time Insights: Instant feedback for swift interventions. Seamless Integration: Connects effortlessly from sensor to dashboard, adaptable to HVACs and smart devices. Intelligent Analysis: Harnesses machine learning for forecasting, anomaly detection, and practical recommendations.

Contact
Adrian Pasat
Email
adrian.pasat@beia.ro
Research area(s)
IT&C, Environmental monitoring
Technical features
  1. Sensor Technology: Type: Advanced Particulate Matter (PM) sensors capable of detecting PM2.5, PM10, and other size categories. Accuracy: High precision detection with less than 5% error rate. Calibration: Automatic self-calibration against reference instruments to maintain accuracy. Frequency: Real-time continuous monitoring, with data recording at predefined intervals (e.g., every minute).
  2. Data Transmission: Connectivity: Integrated with IoT (Internet of Things) for seamless data transmission. Protocols: Utilizes MQTT, HTTP, or CoAP protocols for data transfer. Security: End-to-end encryption ensures data privacy and protection against breaches.
  3. Data Storage & Processing: Storage: Cloud-based storage solutions for scalability and easy access. Database: Time-series databases optimized for large-scale sensor data. Processing: High-speed processors enable real-time data analysis and insights generation.
  4. Data Analysis & Algorithms: Cleaning: Automated algorithms for outlier detection, linear interpolation, and missing data imputation. Analysis: Advanced statistical tools for trend analysis, anomaly detection, and predictive modeling. Optimization: Machine learning models fine-tuned for PM data to provide actionable insights and recommendations.
  5. Visualization & Reporting: Dashboard: Interactive dashboards with graphical representation of PM levels, trends, and alerts. Reporting: Automated generation of daily, weekly, and monthly air quality reports. Alerts: Real-time notifications for predefined threshold breaches.
Integration constraints

Integration & Compatibility: APIs: Open APIs allow for integration with third-party applications, Building Management Systems (BMS), and HVAC controls. Platforms: Compatible with major IoT platforms and cloud services. Customization: Modular architecture allows for tailored solutions based on specific needs.

Targeted customer(s)

building managers, public institutions, environmental experts, industry

Conditions for reuse

license based

Confidentiality
Public
Publication date
24-10-2023
Involved partners
BEIA GmbH (AUT)