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Rule-based scheduling of air conditioning using occupancy forecasting

Energy and AI 2020年第2期2卷 43-53页

作者： marina dorokhova Christophe Ballif Nicolas Wyrsch Photovoltaics and Thin-Film Electronics Laboratory(PV-Lab)Ecole Polytechnique Federale de Lausanne(EPFL) Institute of Microengineering(IMT)Rue de la Maladière 71bNeuchatel 2000Switzerland

Heating,ventilation and air conditioning systems represent considerable potential for energy savings,which can be realized through intelligent occupancy-centered control *** this work,both supervised and unsupervised algorithms to forecast occupancy are proposed with the highest accuracies of 98.3%and 97.6%,*** on their output,a rule-based air conditioning scheduling technique is *** an example,a potential of 15.4%of energy savings is calculated using a dataset collected in a mid-size(4000 m 2)building in Portugal.

关键词： Automation Energy savings HVAC control Occupancy forecasting Thermal comfort

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Algae and Cyanobacteria in Soils of Moscow

引用

American Journal of Plant Sciences 2015年第15期6卷 2461-2471页

作者： marina F. dorokhova Natalia E. Kosheleva Elena V. Terskaya Department of Landscape Geochemistry and Soil Geography Faculty of Geography Lomonosov Moscow State University Moscow Russia

Algal-cyanobacterial communities, soil nano- and microfauna, and mycelium of micromycetes were studied in soils of an administrative district of Moscow. To characterize the habitat conditions of microbiota in the soils of different functional zones of the city, the acid-base conditions and the contents of exchangeable and water-soluble nitrogen, mobile heavy metals, and soluble salts were determined. The diversity of species of algal-cyanobacterial communities, the composition of the dominant species, the proportions of different ecological groups of diatom algae, the diversity of soil nano- and microfauna, and the abundance of colorless and colored mycelium in the urban soils were characterized. The analysis of these parameters showed that the degree of technogenic impact on soil microbiota decreases in the following sequence of functional zones of the city: industrial > traffic > residential > recreation.

关键词： Urban Soils Salinization Pollution Microbiota Algae Cyanobacteria Moscow East European Plain

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