کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
248314 502559 2013 10 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Building performance optimization using cross-domain scenario modeling, linked data, and complex event processing
موضوعات مرتبط
مهندسی و علوم پایه مهندسی انرژی انرژی های تجدید پذیر، توسعه پایدار و محیط زیست
پیش نمایش صفحه اول مقاله
Building performance optimization using cross-domain scenario modeling, linked data, and complex event processing
چکیده انگلیسی

The scenario modeling method empowers building managers by enabling comprehensive performance analysis in commercial buildings, but is currently limited to data from the building management domain. This paper proposes that Linked Data and Complex Event Processing can form the basis of an interoperability approach that would help to overcome technical and conceptual barriers to cross-domain scenario modeling. In doing so, this paper illustrates the cross-domain potential of scenario modeling to leverage data from different information silos within organizations and demonstrates how to optimize the role of a building manager in the context of his or her organization. Widespread implementations of cross-domain scenario models require a solution that efficiently manages cross-domain data acquisition and post processing underpinned by the principles of linked data combined with complex event processing. An example implementation highlights the benefits of this new approach. Cross-domain scenario models enhance the role of the building manager within an organization and increase the importance of information communicated by building managers to other organizational stakeholders. In addition, new information presented to stakeholders such as facilities managers and financial controllers can help to identify areas of inefficiency while still maintaining building function and optimized energy consumption. Two key challenges to implementing cross-domain scenario modeling are: the data integration of the different domains' sources, and the need to process scenarios in real-time. This paper presents an implementation approach based on linked data to overcome interoperability issues, and Complex Event Processing to handle real-time scenarios.


► Communicates holistic building performance information for building mangers.
► Optimizes the time spent by building managers on performance analysis.
► Links heterogeneous datum sources using linked data.
► Uses data from different organizational silos for the purposes of building performance analysis.
► Efficiently processes data from multiple domains through complex event processing.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Building and Environment - Volume 62, April 2013, Pages 102–111
نویسندگان
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