Temperature and Humidity Controlling System for Baby Incubator

Latif, Abdul; Widodo, Hendro Agus; Atmoko, Rachmad Andri; Phong, Thanh Nguyen; T.Helmy, Elsayed

doi:10.18196/jrc.2376

Cited by 16 publications

(9 citation statements)

References 22 publications

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“…Similarly, the use of integrated sensors for the defense to diffuse arsenal after sensing its remote presence is another important area. Thus, the flexibility of chemical modification in macromolecule to design multi-functionality for wide range sensing and control the atmospheric as well as to enrich other significant branches of science and engineering like robotics [ 125 , 126 ]. Some other proposed focus area for integrated sensors is controlled delivery in agriculture and biomedical, précised controlled and action in robotics, demining in controlled of terrorism and security for futuristic efforts in sensing sciences.…”

Section: Commercialization and Prospectsmentioning

confidence: 99%

Century Impact of Macromolecules for Advances of Sensing Sciences

Shukla

2022

Chemistry Africa

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Impact of macro molecular theory on the progress of sensing sciences and technology has been presented in the light of materials developments, advances in physical and chemical properties. The chronological advances in the properties of macromolecules have significantly improved the sensing performances towards gases, heavy metals, biomolecules, hydrocarbon, and energetic compounds in terms of unexplored sensing parameters, durability, and working lifetime. In this review article, efforts have been made to correlate the advances in structure and interactivity of macro-molecules with their sensing behavior and working performances. The significant findings on the macromolecules towards advancing the sensing sciences are highlighted with the suitable illustration and schemes to establish it as a potential “microanalytical technique” along with existing challenges. Graphical Abstract

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Section: Commercialization and Prospectsmentioning

confidence: 99%

Century Impact of Macromolecules for Advances of Sensing Sciences

Shukla

2022

Chemistry Africa

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“…The hardware installed in the field consists of a PCB assembled for the gas sensors, weather station shield, DC/DC step down converter, and the Nodemcu ESP32 development kit C as microcontroller board [29]- [34]. several researchers have also developed various automation systems using various microcontroller boards [35]- [42].…”

Section: Hardware Designmentioning

confidence: 99%

Real-time monitoring system for weather and air pollutant measurement with HTML-based UI application

et al. 2021

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This article discusses devising an IoT system to monitor weather parameters and gas pollutants in the air along with anHTML web-based application. Weather parameters measured include; speed and direction of the wind, rainfall, air temperature and humidity, barometric pressure, and UV index. On the other side, the gases measured are; ammonia, hydrogen, methane, ozone, carbon monoxide, and carbon dioxide. This article is introducing a technique to send all parameter data. All parameters read by each sensor are converted into a string then joined into a string dataset, where this dataset is sent to the server periodically. On the UI side, the dataset that has been downloaded from the server-parsed for processing and then displayed. This system uses Google Firebase as a real-time database server for sensor data. Also, using the GitHub platform as a web hosting. The web application uses the HTML programming platform. The results of this study indicate that the device operates successfully to provide information about the weather and gases condition as real-time data.

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“…Infant incubators are important devices used to provide a controlled and stable environment for premature babies or babies with certain health conditions [1]. The incubator can maintain environmental conditions from outside conditions so that the baby becomes safe in the incubator [2], [3].…”

Section: Introductionmentioning

confidence: 99%

Developing a smart system for infant incubators using the internet of things and artificial intelligence

Aryanto,

Maneetham,

Triandini

2024

IJECE

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This research is developing an incubator system that integrates the internet of things and artificial intelligence to improve care for premature babies. The system workflow starts with sensors that collect data from the incubator. Then, the data is sent in real-time to the internet of things (IoT) broker eclipse mosquito using the message queue telemetry transport (MQTT) protocol version 5.0. After that, the data is stored in a database for analysis using the long short-term memory network (LSTM) method and displayed in a web application using an application programming interface (API) service. Furthermore, the experimental results produce as many as 2,880 rows of data stored in the database. The correlation coefficient between the target attribute and other attributes ranges from 0.23 to 0.48. Next, several experiments were conducted to evaluate the model-predicted value on the test data. The best results are obtained using a two-layer LSTM configuration model, each with 60 neurons and a lookback setting 6. This model produces an R<sup>2</sup> value of 0.934, with a root mean square error (RMSE) value of 0.015 and a mean absolute error (MAE) of 0.008. In addition, the R<sup>2</sup> value was also evaluated for each attribute used as input, with a result of values between 0.590 and 0.845.

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Temperature and Humidity Controlling System for Baby Incubator

Cited by 16 publications

References 22 publications

Century Impact of Macromolecules for Advances of Sensing Sciences

Century Impact of Macromolecules for Advances of Sensing Sciences

Real-time monitoring system for weather and air pollutant measurement with HTML-based UI application

Developing a smart system for infant incubators using the internet of things and artificial intelligence

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