scholarly journals Source Type Classification and Localization of Inter-Floor Noise with a Single Sensor and Knowledge Transfer between Reinforced Concrete Buildings

2021 ◽  
Vol 11 (12) ◽  
pp. 5399
Author(s):  
Hwiyong Choi ◽  
Woojae Seong ◽  
Haesang Yang

A convolutional neural network (CNN)-based inter-floor noise source type classifier and locator with input from a single microphone was proposed in [Appl. Sci.9, 3735 (2019)] and validated in a campus building experiment. In this study, the following extensions are presented: (1) data collections of nearly 4700 inter-floor noise events that contain the same noise types as those in the previous work at source positions on the floors above/below in two actual apartment buildings with spatial diversity, (2) the CNN-based method for source type classification and localization of inter-floor noise samples in apartment buildings, (3) the limitations of the method as verified through several tasks considering actual application scenarios, and (4) source type and localization knowledge transfer between the two apartment buildings. These results reveal the generalizability of the CNN-based method to inter-floor noise classification and the feasibility of classification knowledge transfer between residential buildings. The use of a short and early part of event signal is shown as an important factor for localization knowledge transfer.

Spatium ◽  
2016 ◽  
pp. 24-33 ◽  
Author(s):  
Nataliia Kozlova

The article is devoted to one of the actual problems concerning the current state of the facades on apartment buildings in residential districts in Kiev - videoecology. The main purpose of the article is to determine the degree of visual aggressiveness of multistorey residential buildings in Kiev. It also investigates the problem of finding the optimal criteria for creating an ecologically healthy and friendly inhabited environment in the capital city of Ukraine. The modern visual environment in the capital is contaminated, not only because of the increasing numbers of promotional billboards, but also because of the contemporary architecture of high-rise buildings such as office buildings, apartment buildings. Their composition is usually based on a simple description of a rhythm. There are also repetitions of the end parts of buildings in ?lowercase? buildings, which are high-rise buildings that alternate with nine or identical apartment groups. It creates a sense of oppressive monotony and leads to psychological and visual fatigue, especially when these repetitions are the only pattern the eye perceives. In the article a theoretical block of ecological-aesthetic criteria is defined, which must be met by the modern architecture facades of multistorey residential houses in Kiev.


Author(s):  
Vladimir A. Drozd ◽  
Valery V. Temchenko ◽  
Yuri V. Chubov ◽  
Vladimir N. Kustov ◽  
Kirill S. Golokhvast

Introduction. The article addresses background gamma radiation in residential premises of apartment buildings in Vladivostok. This study is based on earlier research undertakings focused on the sick building syndrome (SBS), which proves its high relevance. The research is focused on the intensity of background gamma radiation in the residential premises of apartment buildings in Vladivostok. New data obtained in the course of the field experiments, the scale of their analysis, the coverage of substantive issues concerning radiation intensity and its monitoring in residential buildings guarantee the novelty of this research project. These findings also have a practical value that deals with environmental safety. Materials and methods. Onsite examinations were conducted in the form of background gamma radiation measurements taken in versatile apartment buildings, built at different times and made of different materials. Results. This section contains analytical information about the lack of influence of the location of apartment buildings on background radiation inside the apartments examined within the framework of this research project. Measurement results represent a range of values depending on construction materials used. Principal regularities, derived from the measurement results, are based on the time of operation of residential buildings, which is of practical importance. Conclusions. Patterns of influence of building parameters on background radiation inside apartments allow to assess the condition of residential buildings. Background radiation information can be entered into BIM databases and used to formulate the approach to the design of buildings and urban infrastructure so that they were focused on their residents and users. Background radiation research findings, entered into the database and contributed to design algorithms which are customized to the needs of urban residents, will enable designers to project the overall quality of the living environment encompassing the built environment analyzed in this article and other nearby buildings and structures located in Vladivostok.


Energies ◽  
2020 ◽  
Vol 13 (18) ◽  
pp. 4820 ◽  
Author(s):  
Moiz Masood Syed ◽  
Gregory M. Morrison ◽  
James Darbyshire

More than 2 million houses in Australia have installed solar photovoltaic (PV) systems; however, apartment buildings have adopted a low percentage of solar PV and battery storage installations. Given that grid usage reduction through PV and battery storage is a primary objective in most residential buildings, apartments have not yet fully benefited from installations of such systems. This research presents shared microgrid configurations for three apartment buildings with PV and battery storage and evaluates the reduction in grid electricity usage by analyzing self-sufficiency. The results reveal that the three studied sites at White Gum Valley achieved an overall self-sufficiency of more than 60%. Owing to the infancy of the shared solar and battery storage market for apartment complexes and lack of available data, this study fills the research gap by presenting preliminary quantitative findings from implementation in apartment buildings.


Facilities ◽  
2019 ◽  
Vol 37 (3/4) ◽  
pp. 157-167
Author(s):  
Heidi H. Ewen ◽  
Andrew Carswell

PurposeFrom the consumer side, this paper aims to highlight some of the various characteristics that older renters seek out from their apartment buildings, relative to conventional multifamily residential buildings and, from the operational side, to examine some of the costs involved in daily operation of such buildings.Design/methodology/approachThe Rental Housing Finance Survey provides data that enables scholars to test empirical differences in amenities and costs between senior-oriented communities and other apartment buildings.FindingsOccupancy rates outpace the rate for all other apartment communities. Regarding amenities, senior apartment communities are more likely than other communities to have a fitness center on premises, but less likely to have a swimming pool. Market value for senior properties is usually less than properties marketed toward multi-family property tenants. This difference may be due to a higher pattern of both operating/capital expenses within senior communities. Part of these increases in operating costs is due to a higher propensity to hire professional management companies and a higher fee for managing senior apartment communities.Originality/valueLiterature on seniors living within apartment communities is somewhat sparse, particularly regarding the operational aspects of managing apartment communities. There is a dearth of information on industry success measurements known as operating and capital expenditures. This study triangulates multiple sources of data to investigate differences in cost of senior housing apartment communities, as well as amenity structures.


2013 ◽  
Vol 649 ◽  
pp. 117-120 ◽  
Author(s):  
Katarína Minarovičová ◽  
Dušan Dlhý

During the last decades, only a little attention has been given to the design and renovation of the entrances to residential buildings. Given underestimation of the problem in the design has resulted in a negative impact on both indoor building environment and aesthetics of the building. Recently, together with the renovation of external walls claddings (by application of additional thermal insulation and replacements of windows and doors) and upgrading and modernizing the installations services such as heating and plumbing systems, also the entrance construction components finds their place in the renovation process. This article analyses the problems connected with renovation of building entrances and summarizes information about the current efforts in engineering and architectural praxis.


2021 ◽  
Vol 258 ◽  
pp. 09031
Author(s):  
Yana Shesterikova

A comprehensive approach to the problem of improving the quality of construction of residential buildings, allows you to take into account various main factors that affect the quality of construction in General. Using the method of expert opinions, the most significant parameters were identified. The weight of each factor is determined using a mathematical model. The experiment examined three levels of variation in significance for each group of factors. After obtaining a discrete value of a complex indicator of the quality of construction of a residential building, it is interpreted using adapted quantitative ranges of values of the generalized Harrington desirability function. A method has been developed to determine the effectiveness of organizational and technological decisions made. An algorithm has also been developed to improve the quality of residential building construction.


2020 ◽  
Vol 172 ◽  
pp. 18004
Author(s):  
Lauri Lihtmaa ◽  
Targo Kalamees

Member states of European Union have large stock of residential buildings that require urgent renovation in order to reach carbon neutrality by 2050. In our paper we provide a preliminary evaluation of preconditions of such goal within the context of shrinking regions. Our data originates form renovation subsidy database of large renovation programme managed by state fund and form Nation Statistical Bureau. First we estimate the potential of apartment buildings occupation within the next 30 years. We exclude buildings that are going to be abandoned due to the demographical and migration reasons. Next we calculate the potential of construction sector to deliver required amount of renovations. We observe that the in our case current renovation rate must at least be increased by factor of three in order to comply with the carbon neutrality goal. This, however, is very challenging because supply of renovations’ construction is limited and overstimulated demand could increase construction prices significantly while rendering the effect of state incentives inefficient. Therefore an urgent technological change in renovation delivery is required to reach carbon neutrality goals.


2016 ◽  
Vol 17 ◽  
pp. 111-116
Author(s):  
Svetlana G. Sheina ◽  
Lidia V. Girya ◽  
Polina V. Fedyaeva

This article considers the problem of evaluating the effectiveness of energy-saving solutions in the aspect of the task to determine the timing of capital repairs of apartment buildings. The method of numerical simulation lifecycle of buildings is offered as a solution to this problem. It is proved that implementation of comprehensive overhauls of using energy-saving technologies increases the period of effective operation of the property as a whole, and in future - to lower operating costs. In order to enhance the safety of housing and improve the quality of housing, a new overhaul system of apartment buildings was adopted. Federal Law No. 271-FZ [1] obliges all the entities of the Russian Federation to adopt regional programs, which set deadlines of overhauls in all apartment houses. Analysis of the main program provisions showed that the overhaul term criteria do not include the results of monitoring the technical condition of buildings (physical deterioration of each component and engineering equipment), as well as the rate of the wear of building components by the time of repair and prediction of these indicators in the future during the lifecycle.


2015 ◽  
Vol 725-726 ◽  
pp. 1177-1181 ◽  
Author(s):  
Anatolijs Borodinecs ◽  
Jurgis Zemitis ◽  
Aleksandrs Zajacs ◽  
Jekaterina Nazarova

Residential buildings in Latvia are one of the essential heat consumers during the heating season. The majority of Latvian as well as European residential buildings were constructed within the period from 1965 to 1990. The average heat transfer coefficient of typical homogeneous single layer external wall of Latvian multi apartment building as well as all buildings constructed in USSR is 0.80 till 1.20W/(m2∙K) [1,2]. Paper presents study on multi apartment buildings renovation specifics in Latvia and its influence in total energy consumption.


Sign in / Sign up

Export Citation Format

Share Document