一种基于关联分析的地区能源消耗研究方法

本发明属于能源管理与节能领域，具体涉及一种基于关联分析的地区能源消耗研究方法，包括以下步骤：分析地区能源消耗及其可能的影响因素，获取相关数据；对已获取的相关数据进行计算和换算处理，得到与研究主题相关的衍生数据，并对相关数据和衍生数据利用聚类算法进行分类和归并，实现连续数据的离散化和量化，获得数据源；采用FP-Growth算法对数据源进行综合挖掘，筛选出满足指定条件的有效的强关联规则；对强关联规则进行分析、解释和评估，确定影响地区能耗的相关因素，总结规律。通过本发明的技术方案，能够深入理解能源消耗的发展规律、准确把握能源消耗与影响因素之间的关系，为地区节能发展提供辅助决策。 The invent...

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Bibliographic Details
Format Patent
LanguageChinese
Published 20.02.2024
Subjects
CALCULATING
COMPUTING
COUNTING
DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR
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Summary:本发明属于能源管理与节能领域，具体涉及一种基于关联分析的地区能源消耗研究方法，包括以下步骤：分析地区能源消耗及其可能的影响因素，获取相关数据；对已获取的相关数据进行计算和换算处理，得到与研究主题相关的衍生数据，并对相关数据和衍生数据利用聚类算法进行分类和归并，实现连续数据的离散化和量化，获得数据源；采用FP-Growth算法对数据源进行综合挖掘，筛选出满足指定条件的有效的强关联规则；对强关联规则进行分析、解释和评估，确定影响地区能耗的相关因素，总结规律。通过本发明的技术方案，能够深入理解能源消耗的发展规律、准确把握能源消耗与影响因素之间的关系，为地区节能发展提供辅助决策。 The invention belongs to the field of energy management and energy conservation, and particularly relates to a regional energy consumption research method based on correlation analysis, which comprises the following steps: analyzing regional energy consumption and possible influence factors thereof, and obtaining related data; calculating and converting the obtained related data to obtain derivative data related to the research subject, and classifying and merging the related data and the derivative data by using a clustering algorithm to realize discretization and quantification of continuousdata so as to obtain a data source; carrying out comprehensive mining on the data source by adopting an FPGrowth algorithm, and screen
Bibliography:Application Number: CN202011096466