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المؤلفSardianos, Christos
المؤلفVarlamis, Iraklis
المؤلفChronis, Christos
المؤلفDimitrakopoulos, George
المؤلفAlsalemi, Abdullah
المؤلفHimeur, Yassine
المؤلفBensaali, Faycal
المؤلفAmira, Abbes
تاريخ الإتاحة2022-12-29T07:34:42Z
تاريخ النشر2021
اسم المنشورCommunications in Computer and Information Science
المصدرScopus
معرّف المصادر الموحدhttp://dx.doi.org/10.1007/978-3-030-68028-2_4
معرّف المصادر الموحدhttp://hdl.handle.net/10576/37801
الملخصThe environmental change and its effects, caused by human influences and natural ecological processes over the last decade, prove that it is now more prudent than ever to transition to more sustainable models of energy consumption behaviors. User energy consumption is inductively derived from the time-to-time standards of living that shape the users' everyday consumption habits. This work builds on the detection of repeated usage consumption patterns from consumption logs. It presents the structure and operation of an energy consumption reduction system, which employs a set of sensors, smart-meters and actuators in an office environment and targets specific user habits. Using our previous research findings on the value of energy-related micro-moment recommendations, the implemented system is an integrated solution that avoids unnecessary energy consumption. With the use of a messaging API, the system recommends to the user the proper energy saving action at the right moment and gradually shapes user's habits. The solution has been implemented on the Home Assistant open source platform, which allows the definition of automations for controlling the office equipment. Experimental evaluation with several scenarios shows that the system manages first to reduce energy consumption, and second, to trigger users' actions that could potentially urge them to more sustainable energy consumption habits. 2021, Springer Nature Switzerland AG.
راعي المشروعAcknowledgements. This paper was made possible by National Priorities Research Program (NPRP) grant No. 10-0130-170288 from the Qatar National Research Fund (a member of Qatar Foundation). The statements made herein are solely the responsibility of the authors.
اللغةen
الناشرSpringer Science and Business Media Deutschland GmbH
الموضوعEnergy habits
Energy saving recommendations
Micro-moments
Recommender systems
العنوانReshaping Consumption Habits by Exploiting Energy-Related Micro-moment Recommendations: A Case Study
النوعConference Paper
الصفحات65-84
رقم المجلد1217


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