Workplace hazards are an unfortunate reality across industries, putting lives at risk and causing costly disruptions. Detecting these hazards before they escalate into full-blown incidents is essential to safeguard workers and minimize operational losses.
Every year over 2.78 million workers die either due to work-related injuries or occupational diseases. It is accompanied by over 374 million non-fatal work-related injuries.
Workplace hazards have the potential to cause minimal impacts such as a bruise or a cut to a loss of life. To ensure workplace safety, a round the clock surveillance by EHS teams are required to stop different hazards such as –
Chemical Hazards
Electrical Hazards
Biological Hazards
Ergonomic Hazards
Traditional methods like Process Hazard Analysis (PHA) and Hazard and Operability Studies (HAZOP) have played pivotal roles in identifying and mitigating risks, but with the advent of AI video analytics, hazard detection using these methods has become faster, more precise, and more proactive.
Process Hazard Analysis Software: A Modern Approach to PHA and HAZOP
Process Hazard Analysis (PHA) and Hazard and Operability (HAZOP) Studies are established methodologies used to assess potential hazards in industrial processes. These techniques involve systematic reviews of processes and equipment to identify risks and determine safety measures.
PHA is a thorough examination of industrial processes to assess risks that can cause dangerous events.
HAZOP is used to identify potential operational hazards, such as equipment malfunctions or human errors, that could disrupt processes.
While these methods were effective earlier, they were largely manual, time-consuming, and relied heavily on human judgment. That’s where AI-driven solutions like viAct’s AI video analytics come in to revolutionize the process.
viAct’s AI Video Analytics integration into Process Hazard Analysis Software
viAct’s AI Video Analytics integrates cutting-edge computer vision, Generative AI, and machine learning to enhance the accuracy and speed of hazard detection.
By using AI for workplace safety, monitoring workplace activities in real-time enables the EHS monitoring software to quickly identify risks, non-compliance, and unsafe behavior, alerting EHS teams before incidents occur.
Below, we explore the role of viAct's AI video analytics across several high-risk industries.
1. AI in Construction Safety
In construction, workers often face structural failures, equipment malfunctions, and accidents involving heavy machinery. Falls from height are one of the leading causes of fatal accidents, with OSHA estimating that falls account for 34% of all construction-related deaths.
OSHA urges that construction safety be focused from a fall hazard perspective. The EHS managers must ensure that they provide training and manage the worksites with the safe use of construction equipment to minimize accidents.
AI video analytics used in the Process Hazard Analysis Software continuously monitors construction sites especially against the highest risk hazard – fall from height. It engages in identifying risks such as workers not wearing proper PPE, scaffolding instability, and unsafe proximity to moving machinery.
Imagine a construction site where the worker is engaged in the task of steel framework assembly. The worker responsible for erecting and bolting together steel beams and girders to form the skeletal framework of the building has removed his helmet.
The AI-powered EHS monitoring software detects it instantly and sends an instant alert to the safety teams. As a result, there is instant intervention which leads to the prevention of an accident before it occurs.
2. Process Hazard Analysis Software for Manufacturing Safety
Manufacturing environments are fraught with risks from machinery malfunctions, electrical hazards, and chemical exposure such as -
Conveyor belt misfunctioning due to wear and tear
Overheating of machines
Improper lockout/tagouts
Fire Explosions
Electrocution due to short circuit or faulty wiring
viAct’s AI video analytics uses computer vision for manufacturing safety to monitor the machines in real-time, detecting abnormal vibrations, overheating, or improper usage. Any anomaly detection that could indicate impending mechanical failure or other dangers is immediately reported and fixed.
Ergonomic assessments through Process Hazard Analysis Software enable the EHS teams to monitor the workers based on their posture analysis. As long-term occupational diseases such as back pain, joint pain, sprains, etc. emerge from working in the same position, the use of AI video analytics for a periodic REBA and RULA ergonomic assessment makes a significant difference in this hazard prevention.
One of the most common sight son a factory floor is a forklift operation in constant motion. A worker who is not supposed to enter a danger zone designated alongside the forklifting path makes unauthorized access.
The process hazard analysis software instantly notifies the safety teams, preventing a potential collision. AI-powered EHS monitoring provision in a highly mobile form called viMAC, when attached to a forklift or any other mobile plant in a manufacturing facility can cover a vertical stretch of 6M and horizontal coverage of 5M.
In complex scenarios inside a factory floor, this attachment of a GPS-based camera helps to avoid blind spots and ensures the optimum use of AI for workplace safety.
3. AI-Powered Hazardous Area Access Control in Oil & Gas
The oil & gas industry is notorious for its high-risk environments, especially on drilling rigs where workers are frequently exposed to volatile materials and heavy machinery. Risks such as gas leaks, fires, and explosions are common, particularly in designated "red zones" – areas around active drilling or heavy equipment where access is highly restricted due to heightened danger.
Managing worker access to these hazardous zones is critical to preventing accidents.
viAct’s AI-powered video analytics for red zone monitoring is specifically designed to monitor worker movements in real-time, ensuring that only authorized personnel enter dangerous red zones. The system continuously tracks environmental parameters such as gas levels, smoke detection, and worker proximity to hazardous areas, providing instant alerts when predefined safety thresholds are breached.
Consider at an offshore drilling rig, Process Hazard Analysis Software detects abnormal gas levels in a processing unit. The system automatically triggers an evacuation protocol and alerts on-site EHS teams, engineers, and workers minimizing the risk of an explosion.
Moreover, Generative AI solution helps to curate a personalized safety briefing targeting every worker at different positions about their role in the evacuation process. This helps the EHS managers to focus on making the process faster rather than explaining to every individual worker about their safety instructions.
4. Managing Environmental Hazards in Mining Operations
Mining operations face dangers such as landslides, equipment collapses, and exposure to harmful dust or gases. The confined spaces and elongated hours of work in them make the exposure to toxic substances underneath a workplace safety concern.
viAct’s AI video analytics system monitors mining activities in real-time, detecting early signs of equipment instability or geotechnical shifts, and alerting the team to prevent catastrophic events like cave-ins.
The EHS teams use predictive risk assessment using Process Hazard Analysis Software where automated forecasts based on historical data are provided before the beginning of any confined space activity. The reports are accessed through the centralized management platform that helps EHS managers supervise even when being off mining sites.
Say in an open-pit mine, viAct’s AI notices a shift in the slope of a rock face, indicating a potential landslide. The system instantly notifies the safety teams, who halt operations and evacuate workers from the danger zone.
The integration of AI video analytics through Process Hazard Analysis Software for workplace safety is revolutionizing the way safety teams operate across high-risk industries. viAct’s AI video analytics not only enhances hazard detection but also empowers safety managers to take swift, data-driven actions, minimizing risks in real-time.
From construction sites to oil refineries, viAct is transforming workplace safety, making it smarter, faster, and more proactive using advanced methods of PHA and HAZOP and providing –
Scenario-based Analysis
Predictive Risk Assessment
Customised Management of PHA
Automated Audit Trails
Compliance with Process Safety Management (PSM) Guidelines
As industries continue to embrace AI for workplace safety, the future of hazard analysis will undoubtedly see a shift—where hazards are identified and addressed before they can cause harm.
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