摘要
在实施可中断负荷项目过程中,经济补偿政策、规章制度和宣传引导政策等对用户的影响程度不同,造成了用户参与度的不确定性。基于UTAUT模型,分析各项政策制定对用户参与度的影响,构建考虑政策制定的电力用户参与度模型。基于支持向量机的算例表明,所提模型能够有效的表征项目政策制定对用户参与度的影响,为提高用户参与度以及可中断负荷项目高效率的实施提供基础。
During the implementation of the interruptible load, policies such as economic compensation policy, rules and reg- ulations, guidance policy and so on in interruptible management projects will influence the user engagement to an extent. The im- pact of different policies on user engagement is analyzed based on the UTAUT model, and then the user engagement model consider- ing policy-making is established. The case study based on support vector machine shows that the proposed user engagement model can effectively characterize the impact of policy-making on user en- gagement, and provides a basis to improve the user engagement and the implementation efficiency of the interruptible load manage- ment project.
出处
《电力需求侧管理》
2016年第6期8-13,共6页
Power Demand Side Management
基金
国家高技术研究发展计划(国家863计划)项目(2015AA050401)
国家自然科学基金项目(51577029)
江苏省"青蓝工程"
国家电网公司科技项目"智能电网用户行为理论与互动化模式研究"资助
关键词
可中断负荷项目
UTAUT模型
政策
用户参与度
支持向量机
interruptible load management project
UTAUTmodel
policy-making
user engagement
support vector machine