An approach to evaluate resource utilization in energy management systems

ABSTRACT

Organizations implement management systems to achieve better performance in different functions. One important area of management systems is “energy management systems”. ISO 50001:2011 proposed a systematic framework for operation of an effective energy management system (EnMS). Resources should be used efficiently to obtain suitable performance. Thus, it is useful to evaluate resource utilization by considering the importance and efficiency of resources in processes. In this study, major functions of an EnMS are identified in accordance with ISO 50001. Then, for each function, processes and resources are specified and classified. Later, data are gathered, and appropriate measures are calculated. Finally, data analysis techniques are applied to propose strategic decisions for improvement. In addition, an oil refinery is considered as a case study.

KEYWORDS:

• Business process
• energy management system
• ISO 50001:2011
• K-means clustering algorithm
• resource utilization