Marking mobile plant danger zones with AI expertise

Mobile Plant Danger Zones, Mobile Plant Safety System
Invisible threats: Marking mobile plant risk areas with AI expertise
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Hazards in acute workplaces can come from any direction leading to the development of a hazardous environment for workers. It can affect the smooth functioning of tasks and interfere with daily activities.

Mobile plants refer to machines that are mobile and move continuously throughout the site to perform various tasks. Some common examples of such equipment include forklifts, elevated platforms and cranes. Every worksite uses at least one form of mobile plant, making it necessary to deploy an AI-powered solution to automatically create hazard zones during mobile plant operations.

Addressing operational risks of mobile plants

Mobile plants are required for various industrial activities in sectors such as construction, manufacturing and logistics, oil and gas and mining. Plants are involved in activities that include lifting, loading/unloading, transporting materials, and accessing elevated spaces that can result in inherent hazards such as collisions, entrapment, and falls.

“Recently IPAF Global Safety Report Falls from a platform, entrapment, and collision with a vehicle or machine in the workplace are among the top 6 causes of fatal accidents in 2024.

Mobile vertical platforms, including scissor lifts and personal platforms, accounted for about 23% of accidents over the past three years. This form of mobile plants results in 49% of entrapment and 43% of fatal accidents.

Self-propelled mobile booms are another type of plant responsible for 9% of fall accidents, 29% of entrapment accidents and 22% of machinery accidents in the last three years.

Given these statistics, it is important to exercise caution when operating mobile plants. Intelligent and proactive measures are needed to ensure the safety of all personnel in proximity. This leads us to explore how AI-powered solutions can revolutionize the way we manage risk areas.

AI-powered mapping of mobile plant risk areas

Mobile plant danger zones, AI-powered mobile plant mapping
AI-powered mapping of mobile plant risk areas

AI powered surveillance system Brings accuracy and efficiency in identification and monitoring. Mobile plant danger zones. Unlike traditional manual monitoring, which is prone to human error and delay, AI systems use advanced technologies such as computer vision, generative AI, and machine learning to process real-time data to identify areas of risk. can go.

There are various potential hazards surrounding mobile plant in any labor intensive sectors. Some commonly encountered situations include the following:

Mobile Plant Danger Zones in Manufacturing, Mobile Plant Danger Zones
Potential Scenarios for Mobile Plant Hazardous Zones in Manufacturing.

Potential mobile plant risk scenarios. Zones

  • Moving conveyors to assembly lines

  • Overhead cranes are lifting heavy loads.

  • Pallet jacks move heavy materials.

  • Forklifts in warehouse aisles

  • Mobile elevated work platforms near workers

  • Moving trucks and trailers to loading docks

  • Conveyor belt moving packages

  • Forklifts carrying goods in warehouses

  • Mobile cranes are lifting heavy loads.

  • Pallet jacks maneuver through narrow aisles.

  • Excavators Excavators

  • Concrete mixers operating near foot traffic

  • Cranes are lifting goods from above.

  • Dump truck unloading materials

  • Mobile scaffolding

  • Bulldozers are clearing the land.

  • Heavy duty trucks carrying oil barrels

  • Mobile cranes are lifting heavy loads.

  • Excavators Excavators for pipeline installation

  • Tank truck loading or unloading

  • Drilling material transportation forklift

  • Rotating drill pipe

  • The locations of mobile drilling platforms are changing.

  • Conveyor belts move the mined material.

  • Excavators loading material.

  • Trucks transporting ore

  • Underground mining vehicles patrol the tunnels.

  • Bulldozers are pushing heavy loads.

Whether it's any of the above scenarios around mobile plants, AI-powered video analytics can use sensors, cameras and GPS to continuously monitor the environment. They identify potential threats and create real-time danger zones around mobile plants. These systems can adapt to changing site conditions and provide immediate alerts to workers, significantly reducing the risk of accidents.

viAct's AI expertise in mobile plant risk areas

viAct's AI-powered security monitoring stands out across industries, offering unparalleled security and efficiency in management. Mobile plant danger zones. Its automatic event analysis and reporting method creates a smart perimeter for everyone in the vicinity.

Here's how viAct's system improves:

Mobile Plant Danger Zones, AI skills in Mobile Plant Danger Zones
viAct's AI expertise in mobile plant risk areas

1. AI-powered geofencing and proximity alerts

A key feature of viAct's system is the automatic creation of risk zones through AI-powered geofencing. The system uses existing cameras with a minimum resolution of 2MP and connects them to the cloud platform using an RTSP link.

Once installed, different layers of the hazard zone can be marked in the form of an area or line. The system will analyze ongoing activities and dynamically adjust risk areas based on changes in conditions.

viAct's AIoT system Danger zone alert sensing system (DZASS) Specially designed to send alerts in 1 second using local light and sound. The safety officers concerned are notified through SMS or emails about the simultaneous creation of history through photos and videos of the incident.

2. Advanced object recognition technology

viAct uses computer vision technology in its highly mobile AI-powered surveillance solutions. viMAC. Using IP cameras, it can accurately identify and track objects within the workplace. Its radar extends up to 5M horizontal and 6M vertical coverage with a 900° downward looking capability.

It is an all-in-one solution for anomaly detection in specific risk areas. From identifying collision hazards to detecting operator distraction or picking up object identification, even the precise details cannot be missed.

viMOV It is the world's first high-mobility AI monitoring solution that takes mobile plant hazard zone safety to the next level. Its plug-and-play mode ensures AI-powered safety monitoring without the need for electricity or internet. With a battery capacity of 50 hours, it can help reduce accidents around mobile plants even in the most confined workplace space.

3. Data-driven risk analysis

viAct's AI video analytics incorporates data-driven risk analysis by incorporating large language models (LLMs) into the system allowing for historical data on near misses and past accidents. It may be referenced when establishing danger zones in certain mobile plants such as cranes, forklifts, or excavators.

4. User-friendly interface and reporting

viHUB A centralized management platform that provides an intuitive interface for monitoring and managing security protocols. It offers detailed reporting features, allowing site managers to review incidents, analyze trends, and improve security measures.

The generative AI-powered chatbot uses vast amounts of data recorded from video feeds and images to provide instant feedback and suggestions when spotting danger areas. This simplifies the process of assessing the situation and makes it more efficient.

5. 24/7 monitoring and emergency response integration

viAct's AI video analytics ensures continuous monitoring of the worksite with its 24/7 monitoring system. The system is equipped to detect PPE compliance, identifying unsafe behaviors, Work on height safety., and trigger immediate alerts for emergency response. Various alert mechanisms, including visual and auditory signals, ensure that workers are immediately alerted to potential hazards.

The dynamic nature of mobile plants requires sophisticated solutions to ensure the safety of all personnel at the workplace. AI-powered systems, such as those offered by viActProvide a robust framework for identifying and managing mobile plant risk areas. Adopting AI in safety management not only reduces the risk of accidents but also creates a culture of safety that results in operational excellence.

There is interest in the role of AI video analytics in marketing.

Mobile plant danger zones?

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