Ambient Intelligence based monitoring and energy efficiency optimisation system

Juhani Heilala, Krzysztof Klobut, Tapio Salonen, Pekka Siltanen, Reino Ruusu, Ljubisa Urosevic, Philip Reimer, Alberto Arminjo, Mikel Sorli, Tomaz Fatur, Ziga Gantar, Andreas Jung

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

    14 Citations (Scopus)


    The European research project AmI-MoSES is focused on developing energy efficiency enhancement service solutions for SME manufacturing companies. The planned service concept is based on Industrial Ambient Intelligence (AmI) Reference Architecture and Energy Key Performance Indicators in the form of Energy Use Parameters (EUP). EUP indicators are based on monitored energy consumption data (ECD), other measured data and related energy use context data showing in detail how energy was used. AmI-MoSES project focuses on enabling manufacturing SMEs to efficiently and promptly (on-line) acquire/provide information/knowledge needed for optimisation of energy consumption. It also aims to assist in effective use of such knowledge to support decisions regarding Life-Cycle oriented Energy Use Management, applying the energy efficiency services. This paper provides theoretical background to RTD practitioners who would like to apply AmI-MoSES approaches in future energy efficiency optimisation activities. The topics comprise Energy Consumption Data (ECD) and Ambient Intelligence (AmI) Monitoring, Energy Use Parameters (EUP) Monitoring and Advisory and context modelling for turning EUPs into knowledge assets.
    Original languageEnglish
    Title of host publicationAssembly and Manufacturing (ISAM), 2011 IEEE International Symposium
    PublisherIEEE Institute of Electrical and Electronic Engineers
    Number of pages6
    ISBN (Electronic)978-1-61284-343-8 , 978-1-61284-343-8
    ISBN (Print)978-1-61284-342-1
    Publication statusPublished - 2011
    MoE publication typeA4 Article in a conference publication
    Event2011 IEEE International Symposium on Assembly and Manufacturing, ISAM 2011 - Tampere, Finland
    Duration: 25 May 201127 May 2011


    Conference2011 IEEE International Symposium on Assembly and Manufacturing, ISAM 2011
    Abbreviated titleISAM 2011


    • energy user paramters
    • energy efficiency
    • manufacturing process


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