Journal of Experimental & Theoretical Artificial Intelligence

Version 1.0 _ Week 1 ( Journal Papers)
1
Reference in APA format that will be
in 'Reference List'
(This give the Reference of the
Journal Paper you are working on it)
Cambra Baseca, C., Sendra, S., Lloret, J., & Tomas, J. (2019). A Smart Decision System for Digital
Farming. Agronomy, 9(5), 216.
Citation that will be in the content (Cambra Baseca et al., 2019)
URL of the Reference Level of Journal (Q1, Q2, ...Qn) Keywords in this Reference
https://www.mdpi.com/2073-
4395/9/5/216
Q1 Smart farming, IoT enabled farming, WSN agriculture,
digital farming, agriculture smart system.
The Name of the Current Solution
(Technique/ Method/ Scheme/
Algorithm/ Model/ Tool/ Framework/
... etc )
The Goal (Objective) of this Solution &
What is the Problem that need to be
solved
What are the components of it?
What is the Mathematical Equation that has
Proposed in this work?
Technique/Algorithm name:
AI algorithm, database pruning
algorithm, rule learning algorithm, rete
pattern matching algorithm,
Tools:
Problem:
In this paper the researcher has primarily
identified that problems present in
agriculture industry are due to less
operations however, adoption technologies
has also increased several conflicts into
Major Research components-
 Business Process management
 Data preparation.
 Association ruler learner
 Rule Section
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web based graphical tool
Applied Area:
Decision making approach in smart
farming
this industry related to decision making as
well as problem solving. Thus, it is very
essential to address these problems with
effective mitigation approaches.
Goal:
The aim of this research is to investigate
the advantages of IoT enable tools into the
agriculture industry in order to investigate
the decision making capabilities of those
tools.
 Rule Editor
The Process (Mechanism) of this Work; The process steps of the Technique/system
Process Steps Advantage (Purpose of this step) Disadvantage (Limitation/Challenge)
1 Data classification It will help to classify the data based on
their nature and categories.
Labelling the assets and resource,
classification based on their priorities,
required awareness and maintain
compliance.
2 Rule pattern This will help to define the rule pattern for
specific profile.
It will become difficult to determine the
patter for specific sample.
3 Rule Selection This will help to select the pattern of the
rule by altering the parameters of the rule
learning task.
It will reduce process complexity.
4 Rule Editor Will help the user to export and import rule It will end up with a large and complex
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for investigation purpose. procedure.
Validation Criteria (Measurement Criteria)
Dependent Variable Independent Variable
Gathered data Parsing the gathered data, process the data, analyse the data and identify
the rate of irrigation and fertilization.
Input and Output Critical Thinking: Feature of this work, and
Why (Justify)
Critical Thinking: Limitations of the
research current solution, and Why
(Justify)
Input (Data) Output (View)
Collected data will
be analysed.
Rate of irrigation
and fertilization.
(Cambra Baseca et al., 2019) has proposed this
research with the purpose to improve the
operations of agriculture industry by improving
the decision making approach of the nominated
field.
The dependencies on data categories will
raise of significant limitation for the research.
(Describe the research/current solution) Evaluation Criteria How this research/current solution is
valuable for your project
What is the Future work that set by the
author in Conclusion and Future work
section
From the analysis it is observed that with the
purpose to enhance the operations of
agriculture industry by developing a decision
making system that will give an edge over the
initial time management as well as operation
While analysing the primary concern of this
research it is identified that in the field of
agriculture, especially in precision agriculture
there are several activities which are very
essential that includes the observation, measure
Considering this aspect it can be stated that
decision making is one of the key function of
agriculture industry as a consequence, it is
assumed that this paper would significantly
help me in my approached project.
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management as well as effective mitigation to address the
identified problems. Considering this aspect it
is identified that the technologies has majorly
influenced the services of Precision Agriculture
hence, it can be stated that analysing the
effectiveness as well as the optimality of the
technologies are very essential.
Diagram/Flowchart
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Figure 2. Farming smart decision systems (SDS) flow diagram.
Reference in APA format that will be in 'Reference List'
(This give the Reference of the Journal Paper that the author selected and improve it (State of art of his work))
Vincent, D. R., Deepa, N., Elavarasan, D., Srinivasan, K., Chauhdary, S. H., & Iwendi, C. (2019). Sensors driven ai-based agriculture
recommendation model for assessing land suitability. Sensors, 19(17), 3667.
PS, M. G., & Chintala, B. R. (2020). Big Data Challenges and Opportunities in Agriculture. International Journal of Agricultural and
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Environmental Information Systems (IJAEIS), 11(1), 48-66.
Saad, A., & Gamatié, A. (2020). Water Management in Agriculture: A Survey on Current Challenges and Technological Solutions. IEEE
Access, 8, 38082-38097.
Chen, X., Qi, Z., Gui, D., Gu, Z., Ma, L., Zeng, F., ... & Sima, M. W. (2019). A Model-Based Real-Time Decision Support System for Irrigation
Scheduling to Improve Water Productivity. Agronomy, 9(11), 686.
Visconti, P., Giannoccaro, N. I., de Fazio, R., Strazzella, S., & Cafagna, D. (2020). IoT-oriented software platform applied to sensors-based
farming facility with smartphone farmer app. Bulletin of Electrical Engineering and Informatics, 9(3).
Citation that will be in the content
(Vincent et al., 2019)
(PS & Chintala 2020)
(Saad & Gamatié 2020)
(Chen et al., 2019)
(Visconti et al., 2020)
Version 1.0 _ Week 1 ( Journal Papers)
2
Reference in APA format that will be
in 'Reference List'
(This give the Reference of the
Journal Paper you are working on it)
Hadipour, M., Derakhshandeh, J. F., & Shiran, M. A. (2020). An experimental setup of multi-
intelligent control system (MICS) of water management using the Internet of Things (IoT). ISA
transactions, 96, 309-326
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Citation that will be in the content (Hadipour, Derakhshandeh & Shiran 2020)
URL of the Reference Level of Journal (Q1, Q2, ...Qn) Keywords in this Reference
https://www.researchgate.net/profile/
Javad_Farrokhi_Derakhshandeh/
publication/
338711252_An_Intelligent_IoT-
Based_Control_System_for_Harnessin
g_Hydropower_Energy_from_Wake_In
duced_Vibration/links/
5e26ab3e299bf1031e27c915/An-
Intelligent-IoT-Based-Control-System-
for-Harnessing-Hydropower-Energy-
from-Wake-Induced-Vibration.pdf
Q1 Water management, multi intelligence control system,
wireless sensor.
The Name of the Current Solution
(Technique/ Method/ Scheme/
Algorithm/ Model/ Tool/ Framework/
... etc )
The Goal (Objective) of this Solution &
What is the Problem that need to be
solved
What are the components of it?
What is the Mathematical Equation that has
Proposed in this work?
Technique/Algorithm name:
Genetic control algorithm, IoT
technique, Programmable logic
controller (PLC) technique,
Supervisory Control and Data
Acquisition (SCADA) technique as
well as Networked Control System
(NCS).
Problem:
In the field of agriculture water
management process is very effective.
Followed by this consideration the
researcher has effectively identified the
problems of water management in the
agriculture process.
The oscillation of the elastically mounted cylinder with
one-degree of freedom in y-direction (normal to the flow
direction as shown in Figure 2 for VIV or WIV can be
formulated as follow Williamson and Govardhan:
mŸ+cŸ+ky=F
Where, m and c are structural mass and damping,
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Tools:
Applied Area:
Agriculture industry, water
management
Goal:
The primary goal of this project is to
identify the use and impact of advance
technologies in the field of agriculture and
its water management process
respectively; k represents spring constant, and F stands
for fluid force in the transverse direction. The transverse
applied force on the cylinder and oscillation response of
the cylinder can be evaluated as follow:
F (t) = F0 sin(ωt+Ø),
y (t) =y0 sin (ωt)
Consequently, the mechanical power can be written as:
Pmech= T × ω = (FTotalr) × ω
where, T and r represent the torque and the radius of the
shaft of the stepper motor, respectively
In which the power losses can be considered as frictional
losses and power losses:
Pelec = Pmech + Ploss
The Process (Mechanism) of this Work; The process steps of the Technique/system
Process Steps Advantage (Purpose of this step) Disadvantage (Limitation/Challenge)
1 Application of WIV mechanism In order to reduce the complexity of
structure and fluid.
This will majorly impact the
effectiveness of the water management
system.
2 Application of VMSD Helped to structure the parameter using the
application of MATLAB.
This will majorly reduce the
effectiveness of the process as well as it
will require more time.
3 ASAB Will help to calculate the power required
by the applied motor.
It will increase challenge in dynamic
situation.
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