heating-cooling-of-plant Computer Vision Project

CDAZZDEV

Updated a year ago

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Classes (20)
air temp sensor
cooling coil
exhaust air damp
exhaust-air-fan
extract-air-filter
fire-damper
fire-detector
heating coil
maintainance-switch
mixed-air-damp
monitor
operating mode
outside-air-damper
outside-air-filter
pressure sensor
room temp sensor
scheduler
smoke detector
supply-air-fan
temperature-sensor
Description

Here are a few use cases for this project:

  1. HVAC System Monitoring and Control: The computer vision model can be used in facility management systems to automatically detect and monitor different components of heating, cooling, and ventilation systems. This enables better maintenance, real-time performance monitoring, and efficient control of HVAC systems.

  2. Automated HVAC Troubleshooting: The model can assist technicians in identifying and diagnosing issues in heating, cooling, and ventilation systems by analyzing images of circuits and components. It can detect faulty components, suggest possible causes of malfunctions, and recommend appropriate corrective actions.

  3. HVAC System Design and Optimization: Engineers and architects can utilize this model during the design phase of building projects to optimize the placement and integration of HVAC components and systems, leading to more energy-efficient and sustainable building designs.

  4. HVAC Training and Education: This computer vision model can be used in educational settings, such as vocational schools or online courses, to help students learn about HVAC components and systems. By automatically identifying and annotating items in images or diagrams, the model can facilitate interactive and engaging learning experiences for students.

  5. Preventive Maintenance: By identifying various elements in an HVAC system, such as filters, dampers, and sensors, this model can help facility managers and maintenance personnel adhere to preventive maintenance schedules and ensure optimal functioning of heating, cooling, and ventilation equipment.

Supervision

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Cite This Project

LICENSE
CC BY 4.0

If you use this dataset in a research paper, please cite it using the following BibTeX:

                        @misc{
                            heating-cooling-of-plant_dataset,
                            title = { heating-cooling-of-plant Dataset },
                            type = { Open Source Dataset },
                            author = { CDAZZDEV },
                            howpublished = { \url{ https://universe.roboflow.com/cdazzdev-jq16u/heating-cooling-of-plant } },
                            url = { https://universe.roboflow.com/cdazzdev-jq16u/heating-cooling-of-plant },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { jun },
                            note = { visited on 2024-11-21 },
                            }
                        
                    

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