با سلام خدمت کاربران در صورتی که با خطای سیستم پرداخت بانکی مواجه شدید از طریق کارت به کارت (6037997535328901 بانک ملی ناصر خنجری ) مقاله خود را دریافت کنید (تا مشکل رفع گردد).
ردیف | عنوان | نوع |
---|---|---|
1 |
Application of machine learning to laboratory safety management assessment
کاربرد یادگیری ماشین در ارزیابی مدیریت ایمنی آزمایشگاهی-2019 This paper proposes a new method to evaluate laboratory safety management based on machine learning that
aims to address the shortcomings of traditional laboratory safety evaluation methods, including poor accuracy,
large influence of human factors, and lack of a unified evaluation system. In this paper, the safety data of
laboratories in Southwest University were collected using a safety checklist, and the weight of each factor affecting
laboratory safety was analyzed using a Fuzzy Analytic Hierarchy Process (FAHP). The simulation results
showed that the model gave a more accurate and reasonable safety risk level of the laboratory, verified the
rationality and feasibility of the established method, and realized potential loopholes in the process of laboratory
management and college students operations. According to the evaluation results, the machine learning principle
and the existing maintenance knowledge of the evaluation knowledge base are applied to provide effective
measures and suggestions for users to complete the process of risk assessment. Through risk assessment, the
professional skill and the incident control could be improved. The model was easy to operate and has a good
application value for ensuring the personal and property safety of laboratory users. Keywords: Machine learning | Fuzzy mathematics | Laboratory safety management evaluation | Risk reduction |
مقاله انگلیسی |