In the rapidly evolving technological landscape,state-owned enterprises(SOEs)encounter significant challenges in sustaining their competitiveness through efficient R&D management.Integrated Product Development(IPD...In the rapidly evolving technological landscape,state-owned enterprises(SOEs)encounter significant challenges in sustaining their competitiveness through efficient R&D management.Integrated Product Development(IPD),with its emphasis on cross-functional teamwork,concurrent engineering,and data-driven decision-making,has been widely recognized for enhancing R&D efficiency and product quality.However,the unique characteristics of SOEs pose challenges to the effective implementation of IPD.The advancement of big data and artificial intelligence technologies offers new opportunities for optimizing IPD R&D management through data-driven decision-making models.This paper constructs and validates a data-driven decision-making model tailored to the IPD R&D management of SOEs.By integrating data mining,machine learning,and other advanced analytical techniques,the model serves as a scientific and efficient decision-making tool.It aids SOEs in optimizing R&D resource allocation,shortening product development cycles,reducing R&D costs,and improving product quality and innovation.Moreover,this study contributes to a deeper theoretical understanding of the value of data-driven decision-making in the context of IPD.展开更多
在建筑资产全生命周期价值与环境、社会和治理(environmental,social and governance,ESG)绩效紧密关联的背景下,持有型物业的开发模式亟待创新。文章以华润三九银湖科创中心项目为研究对象,深入探讨了在集成项目交付(integrated projec...在建筑资产全生命周期价值与环境、社会和治理(environmental,social and governance,ESG)绩效紧密关联的背景下,持有型物业的开发模式亟待创新。文章以华润三九银湖科创中心项目为研究对象,深入探讨了在集成项目交付(integrated project delivery,IPD)模式下,物业管理团队如何通过前期介入,将ESG战略目标转化为具体的设计输入与智慧运维策略。通过系统分析项目在空间效能、绿色节能与智慧运维等方面的协同实践,文章论证了“ESG战略引领—物业需求驱动—IPD协同保障”模式的有效性。研究结果表明,该模式不仅显著提高了建筑的空间利用率与运营效率,更实现了全生命周期成本的优化,为研发办公类持有型资产实现运营降本、环境友好与社会和谐的高质量发展提供了一套可复制的实施路径。展开更多
文摘In the rapidly evolving technological landscape,state-owned enterprises(SOEs)encounter significant challenges in sustaining their competitiveness through efficient R&D management.Integrated Product Development(IPD),with its emphasis on cross-functional teamwork,concurrent engineering,and data-driven decision-making,has been widely recognized for enhancing R&D efficiency and product quality.However,the unique characteristics of SOEs pose challenges to the effective implementation of IPD.The advancement of big data and artificial intelligence technologies offers new opportunities for optimizing IPD R&D management through data-driven decision-making models.This paper constructs and validates a data-driven decision-making model tailored to the IPD R&D management of SOEs.By integrating data mining,machine learning,and other advanced analytical techniques,the model serves as a scientific and efficient decision-making tool.It aids SOEs in optimizing R&D resource allocation,shortening product development cycles,reducing R&D costs,and improving product quality and innovation.Moreover,this study contributes to a deeper theoretical understanding of the value of data-driven decision-making in the context of IPD.
文摘在建筑资产全生命周期价值与环境、社会和治理(environmental,social and governance,ESG)绩效紧密关联的背景下,持有型物业的开发模式亟待创新。文章以华润三九银湖科创中心项目为研究对象,深入探讨了在集成项目交付(integrated project delivery,IPD)模式下,物业管理团队如何通过前期介入,将ESG战略目标转化为具体的设计输入与智慧运维策略。通过系统分析项目在空间效能、绿色节能与智慧运维等方面的协同实践,文章论证了“ESG战略引领—物业需求驱动—IPD协同保障”模式的有效性。研究结果表明,该模式不仅显著提高了建筑的空间利用率与运营效率,更实现了全生命周期成本的优化,为研发办公类持有型资产实现运营降本、环境友好与社会和谐的高质量发展提供了一套可复制的实施路径。
