制药设备的稳定运行对保障药品生产质量至关重要。传统的制药设备监测方法在实时性和准确性方面存在不足,难以应对复杂的制药环境。文中提出了一种基于深度学习的智能检测系统,用于实时监测和分析制药设备的运行状态。该系统结合卷积神...制药设备的稳定运行对保障药品生产质量至关重要。传统的制药设备监测方法在实时性和准确性方面存在不足,难以应对复杂的制药环境。文中提出了一种基于深度学习的智能检测系统,用于实时监测和分析制药设备的运行状态。该系统结合卷积神经网络(Convolutional Neural Network,CNN)、长短期记忆网络(Long Short Term Memory Network,LSTM)以及深度强化学习(Deep Reinforcement Learning,DRL),实现了对制药设备状态数据的多维度特征提取、异常检测及自适应故障预测,显著提升了制药设备维护的智能化水平。实验结果表明,该系统在检测准确率和响应速度上均优于传统方法,有效提高了制药设备的运行可靠性。展开更多
制药设备与车间设计是制药工程专业的主干课程。为了推动制药工程专业教育的特色内涵发展,实现“立德树人”的教育目标,本教学团队立足商洛学院学情,做出了一系列的课堂创新改革探索,包括确定课程思政建设目标、构建课程思政教学模式以...制药设备与车间设计是制药工程专业的主干课程。为了推动制药工程专业教育的特色内涵发展,实现“立德树人”的教育目标,本教学团队立足商洛学院学情,做出了一系列的课堂创新改革探索,包括确定课程思政建设目标、构建课程思政教学模式以及完善课程思政教学案例。本论文将为省内外同类院校课程思政改革提供可借鉴的经验。Pharmaceutical equipment and workshop design is an important professional core course of pharmaceutical engineering. In order to deeply promote the development of specialty education of pharmaceutical engineering, to achieve the educational goal of “moral education”, based on the learning situation of Shangluo University, our teaching team has made a series of classroom innovation and reform exploration, including determine the teaching objectives, construction of curriculum ideological and political teaching models, completion of the curriculum ideological and political teaching cases. This paper will provide a referential experience for the curriculum ideological and political reform to similar institutions inside and outside the province.展开更多
文摘制药设备的稳定运行对保障药品生产质量至关重要。传统的制药设备监测方法在实时性和准确性方面存在不足,难以应对复杂的制药环境。文中提出了一种基于深度学习的智能检测系统,用于实时监测和分析制药设备的运行状态。该系统结合卷积神经网络(Convolutional Neural Network,CNN)、长短期记忆网络(Long Short Term Memory Network,LSTM)以及深度强化学习(Deep Reinforcement Learning,DRL),实现了对制药设备状态数据的多维度特征提取、异常检测及自适应故障预测,显著提升了制药设备维护的智能化水平。实验结果表明,该系统在检测准确率和响应速度上均优于传统方法,有效提高了制药设备的运行可靠性。
文摘制药设备与车间设计是制药工程专业的主干课程。为了推动制药工程专业教育的特色内涵发展,实现“立德树人”的教育目标,本教学团队立足商洛学院学情,做出了一系列的课堂创新改革探索,包括确定课程思政建设目标、构建课程思政教学模式以及完善课程思政教学案例。本论文将为省内外同类院校课程思政改革提供可借鉴的经验。Pharmaceutical equipment and workshop design is an important professional core course of pharmaceutical engineering. In order to deeply promote the development of specialty education of pharmaceutical engineering, to achieve the educational goal of “moral education”, based on the learning situation of Shangluo University, our teaching team has made a series of classroom innovation and reform exploration, including determine the teaching objectives, construction of curriculum ideological and political teaching models, completion of the curriculum ideological and political teaching cases. This paper will provide a referential experience for the curriculum ideological and political reform to similar institutions inside and outside the province.
