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AI and RNNs: A Breakthrough in Preventing Falls in the Construction Industry
“Fall accidents have been a huge problem for the construction industry for many years, leading to the need for solutions. Researchers have used technologies like inertial sensors to develop new methods for recognizing falls and slips. However, inconsistencies and false alarms have been significant issues in real-world testing.”
Researchers introduced advanced artificial intelligence (AI) technologies to solve this problem, specifically recurrent neural networks (RNNs) in a pioneer study. RNNs are a special type of AI algorithm capable of analyzing data in sequences, they are thus best for time-series data such as that collected from body sensors. To enhance the precision and dependability of autumn detecting systems …
Innovative Solutions Harnessing Technology Aim to Enhance Construction Site Safety
Researchers are exploring innovative approaches to improve safety at construction sites amidst numerous risks and injuries. The IoT devices integration and advanced technologies like computer vision, big data, and AI have sparked significant interest in enhancing safety measures. While studies have investigated the IoT and ultra-wideband communication usage for tracking worker locations and avoiding collisions, worker discomfort with wearing IoT devices remains a challenge. As a solution, camera-based safety management systems have emerged as a promising alternative, providing effective accident prevention without imposing discomfort on workers.
Enhancing Construction Site Safety Through AI-Powered Safety Risk Factor Recognition
You can use different individual or collective methods to keep workers safe on construction sites. Some of these recommendations are using personal protective equipment (PPE) such as hard hats, suitable boots, and protective gloves, which workers should use personally. Or, in another measure, a regular safety program can be prepared for the entire complex and avoid potential hazards such as falls or fire. For all these points, standards have been provided by the Occupational Safety and Health Administration, which is necessary with training. Familiarize their people with these standards. Finally, the most essential part is continuous monitoring and inspections of construction sites to ensure the safety of all people.