Oil pipeline incidents are unexpected events that disrupt the operation of pipelines transporting oil, including leaks, spills, and explosions. These incidents not only pose significant environmental risks but also directly impact the safety of workers involved in the inspection, maintenance, and emergency response tasks associated with these pipelines. The nature of the incidents means these individuals often face hazardous conditions that could lead to injuries or worse, highlighting the critical need for stringent safety protocols and measures to protect those on the front lines of managing and preventing such events.