scholarly journals Design of an Artificial Intelligence of Things Based Indoor Planting Model for Mentha Spicata

Processes ◽  
2022 ◽  
Vol 10 (1) ◽  
pp. 116
Author(s):  
Hao-Hsiang Ku ◽  
Cheng-Hsuan Liu ◽  
Wen-Cheng Wang

In recent years, many large-scale plantings have become refined small-scale or home plantings. The rapid progress of agriculture technologies and information techniques enables people to control the growth of agricultural products well. Hence, this study proposes an Artificial Intelligence of Things (AIoT) based Plant Pot Design for planting edible mint in an office setting, which is called APPD. APPD is composed of intelligent gardens and a cloud-based service platform. An intelligent garden is deployed an Arduino with multiple sensors to monitor and control plant pots of the edible mint, Mentha spicata. The cloud-based service platform provides a Case-Based Reasoning (CBR) inference engine with a database for adjustment influence factors. This study discusses eight growing statuses of Mentha spicata with different illumination, photometric exposure, and moisture content, designed for an office environment. Evaluation results indicate that Mentha spicata with 16 h red–blue lighting and 50% moisture content makes a maximum 5% mint extract of the total weight of the mint leaves. Finally, APPD can be a reference model for researchers and engineers.

2000 ◽  
Vol 663 ◽  
Author(s):  
J. Samper ◽  
R. Juncosa ◽  
V. Navarro ◽  
J. Delgado ◽  
L. Montenegro ◽  
...  

ABSTRACTFEBEX (Full-scale Engineered Barrier EXperiment) is a demonstration and research project dealing with the bentonite engineered barrier designed for sealing and containment of waste in a high level radioactive waste repository (HLWR). It includes two main experiments: an situ full-scale test performed at Grimsel (GTS) and a mock-up test operating since February 1997 at CIEMAT facilities in Madrid (Spain) [1,2,3]. One of the objectives of FEBEX is the development and testing of conceptual and numerical models for the thermal, hydrodynamic, and geochemical (THG) processes expected to take place in engineered clay barriers. A significant improvement in coupled THG modeling of the clay barrier has been achieved both in terms of a better understanding of THG processes and more sophisticated THG computer codes. The ability of these models to reproduce the observed THG patterns in a wide range of THG conditions enhances the confidence in their prediction capabilities. Numerical THG models of heating and hydration experiments performed on small-scale lab cells provide excellent results for temperatures, water inflow and final water content in the cells [3]. Calculated concentrations at the end of the experiments reproduce most of the patterns of measured data. In general, the fit of concentrations of dissolved species is better than that of exchanged cations. These models were later used to simulate the evolution of the large-scale experiments (in situ and mock-up). Some thermo-hydrodynamic hypotheses and bentonite parameters were slightly revised during TH calibration of the mock-up test. The results of the reference model reproduce simultaneously the observed water inflows and bentonite temperatures and relative humidities. Although the model is highly sensitive to one-at-a-time variations in model parameters, the possibility of parameter combinations leading to similar fits cannot be precluded. The TH model of the “in situ” test is based on the same bentonite TH parameters and assumptions as for the “mock-up” test. Granite parameters were slightly modified during the calibration process in order to reproduce the observed thermal and hydrodynamic evolution. The reference model captures properly relative humidities and temperatures in the bentonite [3]. It also reproduces the observed spatial distribution of water pressures and temperatures in the granite. Once calibrated the TH aspects of the model, predictions of the THG evolution of both tests were performed. Data from the dismantling of the in situ test, which is planned for the summer of 2001, will provide a unique opportunity to test and validate current THG models of the EBS.


Author(s):  
Jason Wright ◽  
S. Sonny Kim ◽  
Mi G. Chorzepa ◽  
Stephan A. Durham

In a geosynthetic-reinforced pavement system, the load-bearing capacity of subgrade soil is improved by the lateral distribution of vertical stresses at the reinforcing layer. Under small-scale triaxial testing, the tensile properties of the geosynthetic are difficult to measure. Therefore, it is desirable to conduct large-scale testing to accurately monitor the behavior of geosynthetic-reinforced pavement foundations when subjected to rolling-wheel loadings. This study investigates the behavior of geosynthetic-reinforced pavement foundation systems through large-scale rolling-wheel tests performed with problematic subgrade soils found in north Georgia. Sixteen large-scale specimens were constructed of which twelve were reinforced with geosynthetic. Subgrade soils were compacted either at their optimum moisture content or at a higher than optimum moisture content to produce different California Bearing Ratios during specimen preparation. Both an extruded biaxial geogrid and woven geotextile were placed at various locations to investigate the optimal placement locations for different subgrade conditions. Pressure sensors were installed near the bottom of the aggregate base layer and near the top of the subgrade layer to monitor the variations in vertical stress within the pavement system under rolling-wheel load. Further, light weight deflectometer measurements were collected post-test to determine the effect of the geosynthetic on pavement foundation stiffness. The vertical pressure at the bottom of the aggregate base and top of subgrade decreased on average approximately 15.3% and 18.8%, respectively. The results indicate which type of geosynthetic and placement location provides the greatest reduction of pressure for each of the given subgrade conditions.


Geophysics ◽  
1993 ◽  
Vol 58 (11) ◽  
pp. 1621-1628 ◽  
Author(s):  
Rune Mittet ◽  
Tom Houlder

Seismic data have been reported to carry information on both small scale and large scale medium variations, but not for intermediate size objects. This is a paradox compared to many other experiments performed with probes of wave nature, where objects of size of the smallest wavelength or larger can be resolved. The sensitivity of reflected and transmitted seismic data to medium perturbations of varying sizes is investigated. The differences between data generated in a reference model and data generated in a perturbed model are measured. Both [Formula: see text] and [Formula: see text] type objective functions are used. The kernels of the objective functions consist of either stress or particle‐velocity field components. Several experimental configurations and the sensitivity to various ways of performing the medium perturbations are analyzed. For all perturbation types that change the impedances, we find a resonant behavior in the objective functions for perturbations of size of the typical wavelength of the source. For the experiments where impedances are kept fixed, we do not find this resonance, but there is a significant contribution to the objective function for all perturbation sizes larger then the shortest wavelength. That is, seismic data are sensitive to objects of size of the smallest wavelength or larger.


Author(s):  
Geoff West ◽  
Mihai Lazarescu ◽  
Monica Ou

In this chapter we describe a web-based decision support system called Telederm that has been developed with the aim of helping general practitioners diagnose skin ailments from a knowledge base while allowing incremental updates of the knowledge base as cases occur. We outline the two major challenges in developing the Telederm system: developing a general practitioner query process that is easily accessible and building knowledge validation in a case-based reasoning system. We provide a detailed description of our approaches to address these problems which involve the use of artificial intelligence classification and reasoning techniques. The system was deployed in a large scale trial in the Eastern Goldfields of Western Australia and we present the results and feedback obtained from an evaluation by the general practitioners involved.


Energies ◽  
2021 ◽  
Vol 14 (6) ◽  
pp. 1618
Author(s):  
Takahiro Yoshida ◽  
Katsushi Kuroda ◽  
Daisuke Kamikawa ◽  
Yoshitaka Kubojima ◽  
Takashi Nomura ◽  
...  

Torrefaction used in combination with pelletization is a promising technology to upgrade solid biofuels and has been demonstrated worldwide. In comparison with normal biomass pellets, which disintegrate under wet conditions, one of the advantages of torrefied biomass pellets is better water resistance. An understanding of the differences in water proof properties for torrefied biomass pellets by different production schemes can promote their further application. In the communication, various torrefied pellets were exposed to indoor and outdoor conditions, and changes in moisture content and diameter were examined. Two production schemes for the torrefied pellets were used for comparison: the torrefaction of wood chips followed by pelletization (pre-torrefaction) and the pelletization of wood chips followed by torrefaction (post-torrefaction). It was found that the post-torrefied pellets had much lower moisture levels than the pre-torrefied pellets in both indoor and outdoor tests. In the outdoor test with no-roof condition, the rate of increase in moisture content for the pre-torrefied pellets was more than double that for the post-torrefied pellets, and the post-torrefied pellets exhibited almost no diameter change. The results on the superior water resistance of post-torrefied pellets were nearly consistent with those reported in previous literature. Torrefied pellets have been considered for industrial use, such as in co-combustion and gasification on a large scale. Taking advantage of the different water resistances, torrefied pellets could also be used by personal and community consumers on a small scale for long-term indoor and outdoor storages as advanced solid biofuels with high waterproof performance, energy density, and lower biodegradation.


Author(s):  
Joni A. Amorim ◽  
Anibal Tavares de Azevedo

The Fourth Industrial Revolution is affecting all disciplines and represents a new way of using technologies that are fusing the physical, digital, and biological worlds. An analysis of possible future applications of artificial intelligence, sensors, and robotics in industries suggests that different technological trends are reshaping the industrial production, in this way demanding a different workforce. This leads to the automation of processes and it demands a workforce with engineers possessing knowledge of disciplines like computing, mechanics, and process management. In this scenario, the main objective of this investigation was to study new ways to educate engineers in two perspectives: in small scale face-to-face education and in large-scale distance education. In both perspectives of small- and large-scale courses, the same discipline with the same lecturer is considered as a way to allow for better comparisons. The chosen discipline is simulation of systems.


Sensors ◽  
2020 ◽  
Vol 20 (8) ◽  
pp. 2367 ◽  
Author(s):  
Muhammad Saqib ◽  
Tarik Adnan Almohamad ◽  
Raja Majid Mehmood

A low-cost, low-power, and low data-rate solution is proposed to fulfill the requirements of information monitoring for actual large-scale agricultural farms. A small-scale farm can be easily managed. By contrast, a large farm will require automating equipment that contributes to crop production. Sensor based soil properties measurement plays an integral role in designing a fully automated agricultural farm, also provides more satisfactory results than any manual method. The existing information monitoring solutions are inefficient in terms of higher deployment cost and limited communication range to adapt the need of large-scale agriculture farms. A serial based low-power, long-range, and low-cost communication module is proposed to confront the challenges of monitoring information over long distances. In the proposed system, a tree-based communication mechanism is deployed to extend the communication range by adding intermediate nodes. Each sensor node consists of a solar panel, a rechargeable cell, a microcontroller, a moisture sensor, and a communication unit. Each node is capable to work as a sensor node and router node for network traffic. Minimized data logs from the central node are sent daily to the cloud for future analytics purpose. After conducting a detailed experiment in open sight, the communication distance measured 250 m between two points and increased to 750 m by adding two intermediate nodes. The minimum working current of each node was 2 mA, and the packet loss rate was approximately 2–5% on different packet sizes of the entire network. Results show that the proposed approach can be used as a reference model to meet the requirements for soil measurement, transmission, and storage in a large-scale agricultural farm.


In three earlier papers the results of a study of the rate of evaporation of water from wool, sand, kaolin, ball clay and various kinds of soil were described and discussed. The method of investigation consisted in exposing moist material over sulphuric acid in a closed vessel at a constant temperature, the apparatus being so constructed that the “drying” material could be weighed at frequent intervals without removing it from the drying vessel or in any way disturbing the drying conditions. In this way the percentage moisture content could be calculated each time the material was weighted, and curves were constructed by plotting on a large scale percentage water contents against time of drying. These experimental time curves were straight lines down to a certain ceritical moisture content which varied with different materials; below this point curvature commenced, slight at first but increasing later and diminishing again until the curve became almost straight at the extreme “dry” end of the curve. At the same time no sharp discontinuity could be detected by visual examination of the graphs. By measuring the tangents at different points along the curve values were obtained for the instantaneous rates of evaporation at different water contents under the particular drying conditions (on a dry weight basis) the rate curves obtained, although of a relatively simple type, showed distinct and well marked discontinuities varying in number from two to four according to type of material dealt with. Each section of the rate curve was expressible by a simple type of equation. The factors determining the shape of the curves were discussed and this discussion was elaborated and extended in two subsequent papers. The experimental side of this work is being rapidly developed and it is hoped that two further communications will be issued shortly that will carry the matter a stage further, while, at the same time, supporting in every way the conclusions already ready. Recently, however, a paper has appeared in this Journal by W. A. Davis and J. V. Eyre entitled “The Discontinuity of the Hydration Process,” in which some of the writer’s main conclusions are controverted. These authors studied the “hydration” and “dehydration” of calcium sulphate and copper sulphate at two different humidities, and also flax fibres (natural, bleached and extracted), flax and ramie yarns and cotton wool, and found that “hydration” “took place in a series of discontinuous steps, the change n rate occurring at frequent intervals. Moreover, action was found to occur along a series of simple curves, generally either parabolic or linear....” and each curve consisted of a considerable number of segments, the discontinuities between which were sharp and visible on even casual visual inspection of small scale curves. All experimental and other details given in the paper relate to the “hydration” process only, and therefore do not necessarily have any bearing on the writer’s work, but, without giving any details, Davis and Eyre state that precisely similar curves were obtained for the rate “dehydration,” or, as the writer prefers to call it, drying of these materials. This is definitely at variance with the writer’s experimental results, and the authors say (p. 537) that “his ( i. e. , the writer’s) observations did not lead him to notice that the change is discontinuous, but he arrives at the conclusion that there is a change of rate by subjecting his curves to mathematical analysis. In this respect his conclusion is in agreement with ours, and his failure to obtain direct evidence may be attributed to the fact that his observations were not made at sufficiently frequent intervals.”


2000 ◽  
Vol 45 (4) ◽  
pp. 396-398
Author(s):  
Roger Smith
Keyword(s):  

2020 ◽  
Vol 1 (1) ◽  
pp. 1-10
Author(s):  
Evi Rahmawati ◽  
Irnin Agustina Dwi Astuti ◽  
N Nurhayati

IPA Integrated is a place for students to study themselves and the surrounding environment applied in daily life. Integrated IPA Learning provides a direct experience to students through the use and development of scientific skills and attitudes. The importance of integrated IPA requires to pack learning well, integrated IPA integration with the preparation of modules combined with learning strategy can maximize the learning process in school. In SMP 209 Jakarta, the value of the integrated IPA is obtained from 34 students there are 10 students completed and 24 students are not complete because they get the value below the KKM of 68. This research is a development study with the development model of ADDIE (Analysis, Design, Development, Implementation, and Evaluation). The use of KPS-based integrated IPA modules (Science Process sSkills) on the theme of rainbow phenomenon obtained by media expert validation results with an average score of 84.38%, average material expert 82.18%, average linguist 75.37%. So the average of all aspects obtained by 80.55% is worth using and tested to students. The results of the teacher response obtained 88.69% value with excellent criteria. Student responses on a small scale acquired an average score of 85.19% with highly agreed criteria and on the large-scale student response gained a yield of 86.44% with very agreed criteria. So the module can be concluded receiving a good response by the teacher and students.


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