Assessment of Power Plant Based on Unsafe Behavior of Workers through Backpropagation Neural Network Model

Table 1

Power plant worker unsafe behavior assessment indicator initial set.

Category	Indicator
Individual personal	Mental limit, safety awareness, personality disorder, disease, bad habit, forgetting, psychological negligence, job skills, physical quality, personal interest, vision, hearing, psychological capital, physical limit, emergency response, emotional management ability, attention, understanding, judgment, physical fitness, fatigue, work attitude, interpersonal skills, safety knowledge, cognitive ability, tolerance, job satisfaction
Organizational management	Organizational atmosphere, synchronization, regulation, communication, culture, commitment, emergency exercise, community relations, inspection, safety investment, readiness, leadership, rewards and punishments, job design, education training, management
Mechanical equipment	Equipment malfunction, equipment use, equipment repairing, safety warning design, equipment reliability, emergency equipment, tool distribution, protective equipment, equipment sensitivity, human-machine fitness
Working environment	Visibility, high temperature, ventilation, odor, cold and wet weather, lighting, job space, monotonous, work intensity, work difficulty, work time, biological hazard, noise, oxygen supply, and atmospheric pressure, environmental cleanliness, environmental comfort, etc.
Social life	Family economic status, habit, life pressure, social norm, intervention, legal issues, lifestyle