Search results for "consumption"
showing 10 items of 1796 documents
Comparing ELM Against MLP for Electrical Power Prediction in Buildings
2015
The study of energy efficiency in buildings is an active field of research. Modelling and predicting energy related magnitudes leads to analyse electric power consumption and can achieve economical benefits. In this study, two machine learning techniques are applied to predict active power in buildings. The real data acquired corresponds to time, environmental and electrical data of 30 buildings belonging to the University of Leon (Spain). Firstly, we segmented buildings in terms of their energy consumption using principal component analysis. Afterwards we applied ELM and MLP methods to compare their performance. Models were studied for different variable selections. Our analysis shows that…
An Investigation of the Energy Consumption by Information Technology Equipments
2013
The World Wide Web and the rise of servers and PC's data centers have become a major position in the overall power consumption of the world. In order to prevent global warming and ensuing disasters, already Internet-service providers, hosting providers on green power have changed. Even household energy suppliers offer green electricity from renewable energy such as wind , solar, biomass and hydro, which emits no carbon dioxide, to stand against global warming. Only a global change for the information technology can prevent the global -warming. The switch to renewable energy is the beginning of our future and must be pursued as well as the research and development in information and communic…
Cooperative or non-cooperative transmission in synchronous DC WSNs: A DTMC-based approach
2017
Cooperative transmission (CT) enables balanced energy consumption among sensor nodes and mitigates the energy hole problem in wireless sensor networks (WSNs). In typical CT enabled medium access control (MAC) protocols, a source node decides to trigger CT or not based on a residual energy comparison between itself and its relay node. In this paper, we propose a receiver initiated CT MAC protocol, in which the receiving node makes the decision on initiating CT or not based on a tradeoff between performing CT and non-CT. In this way, nodes can avoid idle listening and achieve an extended lifetime. A discrete-time Markov chain (DTMC) model is developed to analyze the performance of CT associat…
Wireless strain gauge network — Best-hall measurement case
2014
Wireless sensor networks can be used to perform structural monitoring. Strain gauges, which can be glued on or integrated to the observed material, are the most common nondestructive sensing elements for measuring surface strain. Wireless strain gauge measurement system makes strain measurements more flexible while opening new targets of application in addition to those that traditional wired strain measuring systems can offer. We have implemented a long term strain measurement in a PVC-covered hall using wireless sensor network. In this paper we evaluate the functionality and suitability of the developed wireless system for this kind of monitoring. The paper discusses the experiences gaine…
Critical analysis of conventional thermoeconomic approaches to the diagnosis of multiple faults in air conditioning units: Capabilities, drawbacks an…
2013
Abstract Faults diagnosis in air conditioning systems is a crucial activity, since malfunctions may induce heavy degradation of performance. Among the available techniques, thermoeconomic diagnosis has played a marginal role due to the difficulties encountered when applying the methodology to refrigeration plants. In this paper a critical analysis on capabilities and limits of thermoeconomic diagnosis is proposed. The reference plant is a 120 kWc air-cooled air conditioning system; a simulator is used to evaluate thermodynamic data under normal and faulty conditions, setting up “virtual experiments” to simulate each fault. Five malfunctions are imposed, either individually or simultaneously…
Does Wake-Up Radio Always Consume Lower Energy Than Duty-Cycled Protocols?
2017
Many recent studies anticipate that wake-up radio (WuR) will replace traditional duty-cycled (DC) protocols given its overwhelming performance superiority on energy consumption. Meanwhile, the question on whether WuR performs always better than DC protocols has not been answered explicitly. In this paper, we investigate in-depth the energy consumption performance of WuR by considering various levels of traffic load in a wireless sensor network. By comparing SCM-WuR with both synchronous MAC (S-MAC) and asynchronous MAC (X-MAC), we ascertain that SCM-WuR does consume orders of magnitude lowerenergythanDCprotocolswhentrafficloadislow.Howe ver, our numerical results reveal at the same time that …
Efficient Hybrid Emergency Aware MAC Protocol for Wireless Body Sensor Networks
2018
International audience; In Body Sensor Networks (BSNs), two types of events should be addressed: periodic and emergency events. Traffic rate is usually low during periodic observation, and becomes very high upon emergency. One of the main and challenging requirements of BSNs is to design Medium Access Control (MAC) protocols that guarantee immediate and reliable transmission of data in emergency situations, while maintaining high energy efficiency in non-emergency conditions. In this paper, we propose a new emergency aware hybrid DTDMA/DS-CDMA protocol that can accommodate BSN traffic variations by addressing emergency and periodic traffic requirements. It takes advantage of the high delay …
An optimization approach for communal home meal delivery service
2009
Abstract: This paper is the first to discuss the communal home meal delivery problem. The problem can be modelled as a multiple travelling salesman problem with time windows, that is closely related to the well-studied vehicle routing problem with time windows. Experimental results are reported for a real-life case study from Central Finland over several alternative scenarios using the SPIDER commercial solver. The comparison with current practice reveals that a significant savings potential can be obtained using off-the-shelf optimization tools. As such, the potential for supporting real-life communal routing problems can be considered to be important for VRP practitioners.
Is it all about consumer engagement? : Explaining continuance intention for utilitarian and hedonic service consumption
2020
This paper compares the explanatory power of consumer engagement (CE) regarding service continuance intention with the variables of attitude (utilitarian and hedonic) and satisfaction. Survey data were collected from users of mobile music (n = 596) and mobile parking (n = 297) services. The partial least squares method was applied to analyze the data. In line with expectations, the findings show that attitude and satisfaction are superior drivers of service continuance intention compared to CE when service is used for utilitarian reasons. In contrast, when service consumption is driven by hedonic reasons, CE is a stronger driver than satisfaction. However, no evidence for the superiority of…
Perspectives of operation of the Tajo-Segura Transfer (Spain): new rules of operation and the impulse of the desalination as replacement resource
2018
El Trasvase Tajo-Segura se ha convertido desde su inauguración en 1979 en una de las infraestructuras hidráulicas que más tensiones interterritoriales ha originado en España. A ello se une su valor estratégico para el desarrollo de las provincias del sureste peninsular, donde atiende consumos agrícolas y urbano-turísticos con grandes implicaciones sociales y económicas. El objetivo de este trabajo es analizar las causas y las consecuencias del funcionamiento del Trasvase Tajo-Segura con la reciente modificación de sus normas de explotación (límite de no trasvase cuando en los embalses de cabecera almacenen menos de 400 hm3) y el impulso de la desalinización en la cuenca receptora como susti…