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© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 2327
METAL PRODUCTS DESIGN AND FABRICATION OF SMART SHELF
SYSTEM
KEERTHANA P1, SENTHIL KUMAR K L2
1Keerthana P, PG Student, Department of Mechatronics Engineering, Bannari amman Institue of Technology,
TamilNadu, India
2Senthil kumar K L, Professor, Department of Mechatronics Engineering, Bannari amman Institue of Technology,
Tamil Nadu, India
---------------------------------------------------------------------***--------------------------------------------------------------------
Abstract - Smart shelves are one of the most important
technologies that needed in the industrial world to get track
of all the inventory that the industry has brought for
production this information is most important factor for
sustained production. Smart shelves use sensors and digital
displays to deliver detailed product information suggestions
while also giving shops important knowledge into employee
preferences and work routines.
One of the main issues the retail business is now facing is the
lack of stock items in stores, which causes employee
unhappiness. Smart shelves technology is a best thing for
industry for automated stock availability tracking and notify
when there is any outage where things are running low or
have been lost from their original location. Smart shelves can
be connected to the internet and provide useful information
on employee behaviour and how to dynamically adjust their
in-store experience.
Key Words: industrial Internet of things, smart sensor,
Sensor Network, instantaneous alerting system
1. Introduction
Design and fabrication of a scanning smart shelf system
Smart shelves, popularly known as "intelligent shelves," are
electronically connected shelves which are designed to keep
track of inventory tools at any retail outlet automatically.
Sheets will be employed in the manufacturing process since
they are inexpensive and easy to deal with. Handles and
fasteners like as screws are also used in the Smart Shelves
System's construction projects. Cutting, bending, drilling,
welding, and finishing have been among the process steps in
this project. The project's main objective was to design and
fabricate a smart shelf system.
These technology helps industries to keep track of
inventories in the industrial environment at the fullest.
1.1 Objective
The objective is to design and fabricate smart shelves
system to count the number of components, to fulfill the
need of workers by denoting a count of an component that
is portable, to design a smart shelf system which not only
act as a tool box but it is also multifunction. The smart shelf
system is capable of identifying the activities going on it in
real-time. It is notifying the out of stock of items. On the
other side it will show the identity of the workers who needs
the products from it. The future work to improve this system
will be to design a smart trolley with it so that the items of
same weight cannot be misplaced from the shelf.
1.2 Methodology
There are three essential elements of system architecture to
take into account:
It should be in row with the strategic goals of the business.
The architecture team should be in responsibility of
communication with system architecture stakeholders and
understanding their concerns. Three essential attributes of
system architecture should be spotlighted:
1. It should be in line with the company's
commercial objectives.
2. It must give the resources that stakeholders
require to carry out their roles. This street is indeed. The
architecture team ought to be in charge of interfacing with
system architecture stakeholders and resolving their
concerns.
3. In an industry software is the most important
aspect that make the industry automatically run according to
the aspects if an industry.
2.Process Flow
The design and working of smart shelf system is shown. It
clearly explains how the system starts and step by step
process is meted out. After following these steps we are now
primed to get the real-time information of the activities
which happening the shelf. Each block within the shelf will
contain similar reasonably products for convenience of
workers. When the things are kept on the shelf, the entire
weight of the products are going to be measured by load cell
so total weight of the shelf are going to be send to the most
room by using Wi-Fi technology. This may show the supplier
about the entire number of things within the shelf in real-
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 2328
time. The system is split into two parts one is user end and
other is admin end. The steps followed for designing the
system are:
1) The flow chart shows the initialization of the
system where the worker and therefore the admin both
opens the door by swiping. After this their identity are going
to be send to the room where it'll be matched. The shelf
door will open provided that identity is matched, otherwise
the shelf door won't open. Thus the system will get total
information of the one who is using which shelf. 16
2) If the person picks up any item the load of that
item are going to be subtracted from the whole weight and
also the person sitting within the room are going to be ready
to identify what number items are remaining within the
shelf.
3) If the amount of weight decreases from the brink
value the notification are going to be send to the room.
4) The person (admin) who monitors the full
situation will get the notification about the shelf items
getting extinct. Thus the admin will refill the things which
are out of stock. Thus out of stock problem are going to be
resolved.
5) Finally the door are going to be closed after a
while if no activity occurs.
Fig .2.1 Process flow diagram
3.1 Process sheet
Process Sheet may be a document that features a series of
performance instructions and for the method to supply an
associated product, service or other outcome. Process
sheets are widely utilized in manufacturing to
illuminate standard procedures and directions dedicated to
producing or installing a sort of system. Process sheets are
developed for various departments and workshops as
guidelines that designate the way to perform installation or
manufacturing of certain products/systems. A typical
process sheet consists of the subsequent sections:
1. Product/system description: what to provide or install
2. Process description: what stages are involved in
product/system manufacturing/installation
3. Procedures & instructions: the way to produce/install the
product/system
4. Labor & technology: who will produce/install the
product/system and what tools & equipment are used
5. Budget: what amount of funds is required to
implement the method?
3.2 Component specification
A Component Specification (CSPEC) might be a generic
description of a component. It defines its dependencies to
other components, what actions which can be performed
thereon and therefore the way those actions affect the
dependencies. It also specifies which artefacts the
component is allowed to export to other components.
3.2.1 Load cell
A load cell is also a kind of transducer, specifically a force
transducer. It converts a force like tension, compression,
pressure, or torque into an electrical signal which is able to
be measured and standardized .When the force applied to the
load cell increases, the electrical signal changes
proportionally. Load cells are accustomed measure weight.
Load cells generally incorporates a spring element on which
strain gauges are placed. The spring element is often product
of steel or aluminum which implies it's extremely sturdy, but
also minimally elastic because the name “spring element”
suggests, the steel is slightly deformed under load, on the
opposite hand returns to its starting position, responding
elastically to every load. These extremely small changes are
going to be acquired with strain gauges. Then finally the
deformation of the gauge is interpreted by analysis
electronics to figure out the load
Fig. 3.2.1 Load cell
3.2.2 HX711 Module
The HX711 Dual-Channel 24 Bit Precision A/D weight
Pressure Sensor Load Cell Amplifier and ADC Module is also
a simple breakout board for the HX711 IC that allows you to
easily read load cells to measure weight. By connecting the
module to your micro-controller you'll be able to read the
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 2329
changes within the resistance of the load cell and with some
calibration. This could be handy for creating your own
industrial scale, process control, or simple presence
detection. The HX711 Weighing Sensor transmits via a two-
wire interface (Clock and Data). Any microcontroller's GPIO
pins should function, making data reading simple.
Fig. HX711 Module
3.2.3 NODE MCU
The term "Node MCU" refers to the firmware rather than the
development kits that go with it. Node MCU is an open
source IOT platform. It includes firmware which runs on the
ESP8266 Wi-Fi from Es press if Systems, and hardware,
which relies 29 on the ESP-12 module. it's supported the
project and built on the Es press if Non-OS SDK for ESP8266.
It uses many open source projects, like spiffs. Node-red is
browser-based programming software that's accustomed
wire hardware devices and API and online services
interestingly. It’s flow-based programming like lab view
apart from LabVIEW it's open-source whereas LabVIEW is
an open-source language programming tool. It is a large
range of nodes that palette which is able to be deployed to
its runtime during a very single click. This JavaScript are
often deployed with a lucid text editor in it. It’s made of
mode.js which takes advantage of its node.js event-driven,
non-blocking, and co-existence model it can run on a low-
cost system rather like the raspberry pi. Every flow created
are converted into JSON format and will be exported and
sent into other systems.
Fig. 3.2.3 Node MCU
3.2.4. LCD Display
A liquid-crystal display. Made of liquid crystal which shows
character in monochrome format. They communicate using
serial or I2C communication Instead of emitting light
directly the liquid crystals employs a backlight or reflector to
supply images in color or monochrome.
Fig. 3.2.4. LCD Display
3.2.5. ARDUINO UNO
Arduino is an open-source electronics platform equipped
with easy-to-use hardware and software. Arduino's
boards are able to read inputs - light on a sensor, a finger on
a button, or a Twitter message - and switch it into an output -
activation of a motor, turning on LED, publishing something
online. You’ll be able to tell your board what to try and do by
sending a collection of instructions to the microcontroller on
the board. To try to so you employ the Arduino artificial
language (based on Wiring), and also the Arduino Software
(IDE), supported Processing.
Fig. 3.2.5 ARDUINO UNO
3.2.6. Push button
The control may be a smooth edged rectangle containing the
given text. The text is centered within the control. Whenever
the user chooses the control, the control sends a message to
its parent. The switch sometimes won’t activate and off the
feedback circuit, and it's a sort of control switch appliance
that's widely used. It’s employed in electrical automatic
control circuits to manually send control signals to regulate
contactors, relays, electromagnetic starters, etc.
Fig. 3.2.6. Push button
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 2330
3.2.7. Connecting wires
Connecting wires allows an electrical current to travel from
one point on a circuit to a different because electricity needs
a medium through which it can move. For better electrical
conductivity copper is mainly used in electrical cables for
rare and cost effective big cable aluminum is used.
Fig.3.2.7. Connecting wires
4. Sequence of Operation
The smart shelf is one among the emergent technologies
expected to remodel the retail industry altogether. These
IOT connected solutions are said to assist the brick-and-
mortar locations, which are often found fighting for his or
her consumers over ever. to stay in pace with the increasing
competition from the web setting, retailers should rethink
their in-store marketing strategies and embrace the ground-
breaking technologies like smart 37 shelves. Integrating
smart shelves – the electronically connected shelves into the
present business operation will benefit retailers in various
ways. It automatically keeps track of the inventory in an
exceedingly retail establishment, which helps to live
customer’s interest in an exceedingly specific product, and
also streamlines their lives by offering in-depth details
about it After connecting the load cell as above, you wish to
calibrate it first before going for the ultimate design. So first
calibrate the entire assembly unit. You’ll need add HX711
library to create the code compile. To investigate the
capabilities of the proposed framework, we used two
illustrative applications: a manipulator arm controller and a
Δ/Σ converter. The overhead caused by the Simulink
integration step adjustment when detecting a System C
event has been measured in a very maximum of 10% of total
simulation time. The overhead caused by IPC (Inter Process
Communication) used for the context switch and also the
communication layers has been measured so as of
maximum 20% of the whole simulation time. The price of
the added synchronization 36 functionality within the case
of System C is negligible and doesn't exceed 0.02% of the
entire simulation time.
Fig.4.1. flow diagram
5. System Architecture
The smart shelf is one among the emergent technologies
expected to remodel the retail industry altogether. These IOT
connected solutions are said to assist the brick-and-mortar
locations, which are often found fighting for his or her
consumers over ever. to stay in pace with the increasing
competition from the web setting, retailers should rethink
their in-store marketing strategies and embrace the ground-
breaking technologies like smart 37 shelves. Integrating
smart shelves – the electronically connected shelves into the
present business operation will benefit retailers in various
ways. It automatically keeps track of the inventory in an
exceedingly retail establishment, which helps to live
customer’s interest in an exceedingly specific product, and
also streamlines their lives by offering in-depth details about
it After connecting the load cell as above, you wish to
calibrate it first before going for the ultimate design. So first
calibrate the entire assembly unit. You’ll need add HX711
library to create the code compile. To investigate the
capabilities of the proposed framework, we used two
illustrative applications: a manipulator arm controller and a
Δ/Σ converter. The overhead caused by the Simulink
integration step adjustment when detecting a System C
event has been measured in a very maximum of 10% of total
simulation time. The load cell value is used for correcting the
system error in the process of the machine and also, the
communication layers have been measured so as of
maximum 20% of the whole simulation time. The price of the
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 2331
added synchronization 36 functionality within the case of
System C is negligible and doesn't exceed 0.02% of the
entire simulation time
5.1. Model of the Setup
3D modeling could be a part of rapid prototyping. Rapid
prototyping is that the rapid development of a physical
component, model or design using 3D CAD (computer-aided
design). Using additive manufacturing, or more accurately
described as 3D printing, the assembly of the component,
model or assembly is usually completed.
• Rapid prototyping may be a set of methods that
are accustomed easily create a 'model of a physical part' or
structure using 3D CAD.
• The component or assembly is generally made by
way of 3D or manufacturing technology with "additional
layer." 24
• This 3D prototype plays a vital role within the
development of recent products.
• It also helps the designer to search out the
problem
Fig no. 5.1 3D Diagram
5.2. Complete System Architecture
Whole-system architecture may be a change management
methodology that recognizes the organization as a living,
organic whole that has to change in an exceedingly
coordinated way; and to try to so in an exceedingly way
which will maximize the commitment and ownership of
these who live within the organization. Whole-system
architecture could be a process designed to make significant
change within the culture and work processes of a
corporation and produce significant improvement in
performance. If your organization encompasses a relatively
traditional culture, you wish WSA to have interaction your
people, gain understanding a commitment to vary. If you
simply have to make small improvements, to have
interaction people in continuous improvement, you are
doing not need WSA. The American auto companies
desperately needed to form significant change in their
culture, but rather than a significant approach to analyzing
and changing the 25 culture, they opted for a less
threatening and few dramatic approach of small groups
functioning on.
Fig. 5.2. 3D Diagram
6. Result
A controlled experiment often compares the results obtained
from experimental samples against control samples, which
are practically just like the experimental sample apart from
the one aspect whose effect is being tested (the independent
variable). A decent example would be a drug trial. The
sample or group receiving the drug would be the
experimental group (treatment group); and therefore the one
receiving the placebo or regular treatment would be the
control one. In many laboratory experiments its good
practice to own several replicate samples for the test being
performed and have both a positive control and a negative
control. The results from replicate samples can often be
averaged, or if one among the replicates is clearly
inconsistent with the results from the opposite samples, it is
discarded as being the results of an experimental error
(some step of the test procedure may are mistakenly omitted
for that sample). Most often, tests are tired duplicate or
triplicate. A positive control may be a procedure the same as
the particular experimental test but is understood from
previous experience to allow a positive result. A negative
control is thought to allow a negative result. The positive
control confirms that the fundamental conditions of the
experiment were able to produce a positive result, whether
or not none of the particular experimental samples produce
a positive result. The negative control demonstrates the
base-line result obtained when a test doesn't produce a
measurable positive result. Most frequently the worth of the
negative control is treated as a The result is obtained by
subtracting the previous value with the current values
Sometimes the positive control takes the quadrant of a
regular curve.
7. CONCLUSION
The product is developed to identifying the activities going
on it in real-time. It is notifying the out of stock of items. On
the other side it will show the identity of the workers who
needs the products from it. The future work to improve this
system will be to design a smart trolley with it so that the
items of same weight cannot be misplaced from the shelf. The
prototype developed achieved impressive results in the
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 2332
stress tests, with 99.9997% read rate, and all item packages
tracked. This result can be considered a consistent proof of
feasibility for RFID technology in smart shelf applications.
The prototype developed achieved impressive results in the
Stress tests, with 99.9997% read rate, and all Item packages
tracked. This result can be considered a consistent proof of
feasibility for RFID technology in smart shelf applications.
REFERENCES
[1] Bin Abdullah, A.T.; Ismail, I.B.; Ibrahim, A.B.; Hakim Bin
Noor, M.Z., "Library shelf management system using RFID
technology," in System Engineering and Technology
(ICSET), 2011 IEEE International Conference on, vol., no.,
pp.215-218, 27-28 June 2011
[2] R. Baheti, H. Gill Cyber-physical systems T. Samad, A.M.
Annaswamy (Eds.), The Impact of Control Technology, vol.
2, IEEE Control Systems Society, New York (2011)
[3] Z. Luo and H. Wang, "Research on intelligent
supermarket architecture based on the Internet of Things
technology," Natural Computation (ICNC), 2012 Eighth
International Conference on, Chongqing, 2012, pp. 1219-
1223.doi: 10.1109/ICNC.2012.6234594
[4] S. Soodmand, T. W. C. Brown and A. Gluhak, "Evaluation
of HF band NFC/RFID antennas for smart shelf
applications," Antennas and Propagation (EuCAP), 2013
7th7th European Conference on, Gothenburg, 2013, pp.
1895- 189
[5] Georgiou, O., Raza, U.: Low power wide area network
analysis: can LoRa scale? IEEE Wirel. Commun. Lett. 6(2),
162–165 (2017)
[6] Wang, D.: RFID indoor positioning method based on
virtual reference tags and Bayesian estimation. J. Inf.
Comput. Sci.(2014).
[7] Abhirup Khanna,Ravi Tomar “IoT based Interactive
Shopping Ecosystem” 2nd International Conference on Next
Generation Computing Technologies Dehradun, India,
October 2016.
[8]. W.U.L.R.Perera,M.S.Karunarathne “Enhancing and
Speeding-Up Real- Time-Shopping Using an Indoor
Map,Intelligent Suggestions and Calculations,built upon a
Smart Phone Application” 2013.
[9]. Silva, P., Paralta, M., Caldeirinha, R., Rodrigues, J.,
Serodio, C.: TracemeUindoor real-time location system. In:
35th Annual Conference of IEEE Industrial Electronics,
IECON 2009, pp. 2721–2725. IEEE (2009)
[10]. V. B. Jadhao, R. B. Charde, et al., 2015, “Investigation of
stresses in cantilever beam by fem and its experimental
verification”, International Journal of Technical Research
and Applications, volume 3, issue 1
[11]. [2] Frontoni, E.; Mancini, A.; Zingaretti, P., "Real-time
out of shelf detection using embedded sensor network," in
Mechatronic and Embedded Systems and Applications
(MESA), 2014 IEEE/ASME 10th International Conference on ,
vol., no., pp.1-6, 10-12 Sept. 2014

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METAL PRODUCTS DESIGN AND FABRICATION OF SMART SHELF SYSTEM

  • 1. © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 2327 METAL PRODUCTS DESIGN AND FABRICATION OF SMART SHELF SYSTEM KEERTHANA P1, SENTHIL KUMAR K L2 1Keerthana P, PG Student, Department of Mechatronics Engineering, Bannari amman Institue of Technology, TamilNadu, India 2Senthil kumar K L, Professor, Department of Mechatronics Engineering, Bannari amman Institue of Technology, Tamil Nadu, India ---------------------------------------------------------------------***-------------------------------------------------------------------- Abstract - Smart shelves are one of the most important technologies that needed in the industrial world to get track of all the inventory that the industry has brought for production this information is most important factor for sustained production. Smart shelves use sensors and digital displays to deliver detailed product information suggestions while also giving shops important knowledge into employee preferences and work routines. One of the main issues the retail business is now facing is the lack of stock items in stores, which causes employee unhappiness. Smart shelves technology is a best thing for industry for automated stock availability tracking and notify when there is any outage where things are running low or have been lost from their original location. Smart shelves can be connected to the internet and provide useful information on employee behaviour and how to dynamically adjust their in-store experience. Key Words: industrial Internet of things, smart sensor, Sensor Network, instantaneous alerting system 1. Introduction Design and fabrication of a scanning smart shelf system Smart shelves, popularly known as "intelligent shelves," are electronically connected shelves which are designed to keep track of inventory tools at any retail outlet automatically. Sheets will be employed in the manufacturing process since they are inexpensive and easy to deal with. Handles and fasteners like as screws are also used in the Smart Shelves System's construction projects. Cutting, bending, drilling, welding, and finishing have been among the process steps in this project. The project's main objective was to design and fabricate a smart shelf system. These technology helps industries to keep track of inventories in the industrial environment at the fullest. 1.1 Objective The objective is to design and fabricate smart shelves system to count the number of components, to fulfill the need of workers by denoting a count of an component that is portable, to design a smart shelf system which not only act as a tool box but it is also multifunction. The smart shelf system is capable of identifying the activities going on it in real-time. It is notifying the out of stock of items. On the other side it will show the identity of the workers who needs the products from it. The future work to improve this system will be to design a smart trolley with it so that the items of same weight cannot be misplaced from the shelf. 1.2 Methodology There are three essential elements of system architecture to take into account: It should be in row with the strategic goals of the business. The architecture team should be in responsibility of communication with system architecture stakeholders and understanding their concerns. Three essential attributes of system architecture should be spotlighted: 1. It should be in line with the company's commercial objectives. 2. It must give the resources that stakeholders require to carry out their roles. This street is indeed. The architecture team ought to be in charge of interfacing with system architecture stakeholders and resolving their concerns. 3. In an industry software is the most important aspect that make the industry automatically run according to the aspects if an industry. 2.Process Flow The design and working of smart shelf system is shown. It clearly explains how the system starts and step by step process is meted out. After following these steps we are now primed to get the real-time information of the activities which happening the shelf. Each block within the shelf will contain similar reasonably products for convenience of workers. When the things are kept on the shelf, the entire weight of the products are going to be measured by load cell so total weight of the shelf are going to be send to the most room by using Wi-Fi technology. This may show the supplier about the entire number of things within the shelf in real- International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 2328 time. The system is split into two parts one is user end and other is admin end. The steps followed for designing the system are: 1) The flow chart shows the initialization of the system where the worker and therefore the admin both opens the door by swiping. After this their identity are going to be send to the room where it'll be matched. The shelf door will open provided that identity is matched, otherwise the shelf door won't open. Thus the system will get total information of the one who is using which shelf. 16 2) If the person picks up any item the load of that item are going to be subtracted from the whole weight and also the person sitting within the room are going to be ready to identify what number items are remaining within the shelf. 3) If the amount of weight decreases from the brink value the notification are going to be send to the room. 4) The person (admin) who monitors the full situation will get the notification about the shelf items getting extinct. Thus the admin will refill the things which are out of stock. Thus out of stock problem are going to be resolved. 5) Finally the door are going to be closed after a while if no activity occurs. Fig .2.1 Process flow diagram 3.1 Process sheet Process Sheet may be a document that features a series of performance instructions and for the method to supply an associated product, service or other outcome. Process sheets are widely utilized in manufacturing to illuminate standard procedures and directions dedicated to producing or installing a sort of system. Process sheets are developed for various departments and workshops as guidelines that designate the way to perform installation or manufacturing of certain products/systems. A typical process sheet consists of the subsequent sections: 1. Product/system description: what to provide or install 2. Process description: what stages are involved in product/system manufacturing/installation 3. Procedures & instructions: the way to produce/install the product/system 4. Labor & technology: who will produce/install the product/system and what tools & equipment are used 5. Budget: what amount of funds is required to implement the method? 3.2 Component specification A Component Specification (CSPEC) might be a generic description of a component. It defines its dependencies to other components, what actions which can be performed thereon and therefore the way those actions affect the dependencies. It also specifies which artefacts the component is allowed to export to other components. 3.2.1 Load cell A load cell is also a kind of transducer, specifically a force transducer. It converts a force like tension, compression, pressure, or torque into an electrical signal which is able to be measured and standardized .When the force applied to the load cell increases, the electrical signal changes proportionally. Load cells are accustomed measure weight. Load cells generally incorporates a spring element on which strain gauges are placed. The spring element is often product of steel or aluminum which implies it's extremely sturdy, but also minimally elastic because the name “spring element” suggests, the steel is slightly deformed under load, on the opposite hand returns to its starting position, responding elastically to every load. These extremely small changes are going to be acquired with strain gauges. Then finally the deformation of the gauge is interpreted by analysis electronics to figure out the load Fig. 3.2.1 Load cell 3.2.2 HX711 Module The HX711 Dual-Channel 24 Bit Precision A/D weight Pressure Sensor Load Cell Amplifier and ADC Module is also a simple breakout board for the HX711 IC that allows you to easily read load cells to measure weight. By connecting the module to your micro-controller you'll be able to read the
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 2329 changes within the resistance of the load cell and with some calibration. This could be handy for creating your own industrial scale, process control, or simple presence detection. The HX711 Weighing Sensor transmits via a two- wire interface (Clock and Data). Any microcontroller's GPIO pins should function, making data reading simple. Fig. HX711 Module 3.2.3 NODE MCU The term "Node MCU" refers to the firmware rather than the development kits that go with it. Node MCU is an open source IOT platform. It includes firmware which runs on the ESP8266 Wi-Fi from Es press if Systems, and hardware, which relies 29 on the ESP-12 module. it's supported the project and built on the Es press if Non-OS SDK for ESP8266. It uses many open source projects, like spiffs. Node-red is browser-based programming software that's accustomed wire hardware devices and API and online services interestingly. It’s flow-based programming like lab view apart from LabVIEW it's open-source whereas LabVIEW is an open-source language programming tool. It is a large range of nodes that palette which is able to be deployed to its runtime during a very single click. This JavaScript are often deployed with a lucid text editor in it. It’s made of mode.js which takes advantage of its node.js event-driven, non-blocking, and co-existence model it can run on a low- cost system rather like the raspberry pi. Every flow created are converted into JSON format and will be exported and sent into other systems. Fig. 3.2.3 Node MCU 3.2.4. LCD Display A liquid-crystal display. Made of liquid crystal which shows character in monochrome format. They communicate using serial or I2C communication Instead of emitting light directly the liquid crystals employs a backlight or reflector to supply images in color or monochrome. Fig. 3.2.4. LCD Display 3.2.5. ARDUINO UNO Arduino is an open-source electronics platform equipped with easy-to-use hardware and software. Arduino's boards are able to read inputs - light on a sensor, a finger on a button, or a Twitter message - and switch it into an output - activation of a motor, turning on LED, publishing something online. You’ll be able to tell your board what to try and do by sending a collection of instructions to the microcontroller on the board. To try to so you employ the Arduino artificial language (based on Wiring), and also the Arduino Software (IDE), supported Processing. Fig. 3.2.5 ARDUINO UNO 3.2.6. Push button The control may be a smooth edged rectangle containing the given text. The text is centered within the control. Whenever the user chooses the control, the control sends a message to its parent. The switch sometimes won’t activate and off the feedback circuit, and it's a sort of control switch appliance that's widely used. It’s employed in electrical automatic control circuits to manually send control signals to regulate contactors, relays, electromagnetic starters, etc. Fig. 3.2.6. Push button
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 2330 3.2.7. Connecting wires Connecting wires allows an electrical current to travel from one point on a circuit to a different because electricity needs a medium through which it can move. For better electrical conductivity copper is mainly used in electrical cables for rare and cost effective big cable aluminum is used. Fig.3.2.7. Connecting wires 4. Sequence of Operation The smart shelf is one among the emergent technologies expected to remodel the retail industry altogether. These IOT connected solutions are said to assist the brick-and- mortar locations, which are often found fighting for his or her consumers over ever. to stay in pace with the increasing competition from the web setting, retailers should rethink their in-store marketing strategies and embrace the ground- breaking technologies like smart 37 shelves. Integrating smart shelves – the electronically connected shelves into the present business operation will benefit retailers in various ways. It automatically keeps track of the inventory in an exceedingly retail establishment, which helps to live customer’s interest in an exceedingly specific product, and also streamlines their lives by offering in-depth details about it After connecting the load cell as above, you wish to calibrate it first before going for the ultimate design. So first calibrate the entire assembly unit. You’ll need add HX711 library to create the code compile. To investigate the capabilities of the proposed framework, we used two illustrative applications: a manipulator arm controller and a Δ/Σ converter. The overhead caused by the Simulink integration step adjustment when detecting a System C event has been measured in a very maximum of 10% of total simulation time. The overhead caused by IPC (Inter Process Communication) used for the context switch and also the communication layers has been measured so as of maximum 20% of the whole simulation time. The price of the added synchronization 36 functionality within the case of System C is negligible and doesn't exceed 0.02% of the entire simulation time. Fig.4.1. flow diagram 5. System Architecture The smart shelf is one among the emergent technologies expected to remodel the retail industry altogether. These IOT connected solutions are said to assist the brick-and-mortar locations, which are often found fighting for his or her consumers over ever. to stay in pace with the increasing competition from the web setting, retailers should rethink their in-store marketing strategies and embrace the ground- breaking technologies like smart 37 shelves. Integrating smart shelves – the electronically connected shelves into the present business operation will benefit retailers in various ways. It automatically keeps track of the inventory in an exceedingly retail establishment, which helps to live customer’s interest in an exceedingly specific product, and also streamlines their lives by offering in-depth details about it After connecting the load cell as above, you wish to calibrate it first before going for the ultimate design. So first calibrate the entire assembly unit. You’ll need add HX711 library to create the code compile. To investigate the capabilities of the proposed framework, we used two illustrative applications: a manipulator arm controller and a Δ/Σ converter. The overhead caused by the Simulink integration step adjustment when detecting a System C event has been measured in a very maximum of 10% of total simulation time. The load cell value is used for correcting the system error in the process of the machine and also, the communication layers have been measured so as of maximum 20% of the whole simulation time. The price of the
  • 5. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 2331 added synchronization 36 functionality within the case of System C is negligible and doesn't exceed 0.02% of the entire simulation time 5.1. Model of the Setup 3D modeling could be a part of rapid prototyping. Rapid prototyping is that the rapid development of a physical component, model or design using 3D CAD (computer-aided design). Using additive manufacturing, or more accurately described as 3D printing, the assembly of the component, model or assembly is usually completed. • Rapid prototyping may be a set of methods that are accustomed easily create a 'model of a physical part' or structure using 3D CAD. • The component or assembly is generally made by way of 3D or manufacturing technology with "additional layer." 24 • This 3D prototype plays a vital role within the development of recent products. • It also helps the designer to search out the problem Fig no. 5.1 3D Diagram 5.2. Complete System Architecture Whole-system architecture may be a change management methodology that recognizes the organization as a living, organic whole that has to change in an exceedingly coordinated way; and to try to so in an exceedingly way which will maximize the commitment and ownership of these who live within the organization. Whole-system architecture could be a process designed to make significant change within the culture and work processes of a corporation and produce significant improvement in performance. If your organization encompasses a relatively traditional culture, you wish WSA to have interaction your people, gain understanding a commitment to vary. If you simply have to make small improvements, to have interaction people in continuous improvement, you are doing not need WSA. The American auto companies desperately needed to form significant change in their culture, but rather than a significant approach to analyzing and changing the 25 culture, they opted for a less threatening and few dramatic approach of small groups functioning on. Fig. 5.2. 3D Diagram 6. Result A controlled experiment often compares the results obtained from experimental samples against control samples, which are practically just like the experimental sample apart from the one aspect whose effect is being tested (the independent variable). A decent example would be a drug trial. The sample or group receiving the drug would be the experimental group (treatment group); and therefore the one receiving the placebo or regular treatment would be the control one. In many laboratory experiments its good practice to own several replicate samples for the test being performed and have both a positive control and a negative control. The results from replicate samples can often be averaged, or if one among the replicates is clearly inconsistent with the results from the opposite samples, it is discarded as being the results of an experimental error (some step of the test procedure may are mistakenly omitted for that sample). Most often, tests are tired duplicate or triplicate. A positive control may be a procedure the same as the particular experimental test but is understood from previous experience to allow a positive result. A negative control is thought to allow a negative result. The positive control confirms that the fundamental conditions of the experiment were able to produce a positive result, whether or not none of the particular experimental samples produce a positive result. The negative control demonstrates the base-line result obtained when a test doesn't produce a measurable positive result. Most frequently the worth of the negative control is treated as a The result is obtained by subtracting the previous value with the current values Sometimes the positive control takes the quadrant of a regular curve. 7. CONCLUSION The product is developed to identifying the activities going on it in real-time. It is notifying the out of stock of items. On the other side it will show the identity of the workers who needs the products from it. The future work to improve this system will be to design a smart trolley with it so that the items of same weight cannot be misplaced from the shelf. The prototype developed achieved impressive results in the
  • 6. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 2332 stress tests, with 99.9997% read rate, and all item packages tracked. This result can be considered a consistent proof of feasibility for RFID technology in smart shelf applications. The prototype developed achieved impressive results in the Stress tests, with 99.9997% read rate, and all Item packages tracked. This result can be considered a consistent proof of feasibility for RFID technology in smart shelf applications. REFERENCES [1] Bin Abdullah, A.T.; Ismail, I.B.; Ibrahim, A.B.; Hakim Bin Noor, M.Z., "Library shelf management system using RFID technology," in System Engineering and Technology (ICSET), 2011 IEEE International Conference on, vol., no., pp.215-218, 27-28 June 2011 [2] R. Baheti, H. Gill Cyber-physical systems T. Samad, A.M. Annaswamy (Eds.), The Impact of Control Technology, vol. 2, IEEE Control Systems Society, New York (2011) [3] Z. Luo and H. Wang, "Research on intelligent supermarket architecture based on the Internet of Things technology," Natural Computation (ICNC), 2012 Eighth International Conference on, Chongqing, 2012, pp. 1219- 1223.doi: 10.1109/ICNC.2012.6234594 [4] S. Soodmand, T. W. C. Brown and A. Gluhak, "Evaluation of HF band NFC/RFID antennas for smart shelf applications," Antennas and Propagation (EuCAP), 2013 7th7th European Conference on, Gothenburg, 2013, pp. 1895- 189 [5] Georgiou, O., Raza, U.: Low power wide area network analysis: can LoRa scale? IEEE Wirel. Commun. Lett. 6(2), 162–165 (2017) [6] Wang, D.: RFID indoor positioning method based on virtual reference tags and Bayesian estimation. J. Inf. Comput. Sci.(2014). [7] Abhirup Khanna,Ravi Tomar “IoT based Interactive Shopping Ecosystem” 2nd International Conference on Next Generation Computing Technologies Dehradun, India, October 2016. [8]. W.U.L.R.Perera,M.S.Karunarathne “Enhancing and Speeding-Up Real- Time-Shopping Using an Indoor Map,Intelligent Suggestions and Calculations,built upon a Smart Phone Application” 2013. [9]. Silva, P., Paralta, M., Caldeirinha, R., Rodrigues, J., Serodio, C.: TracemeUindoor real-time location system. In: 35th Annual Conference of IEEE Industrial Electronics, IECON 2009, pp. 2721–2725. IEEE (2009) [10]. V. B. Jadhao, R. B. Charde, et al., 2015, “Investigation of stresses in cantilever beam by fem and its experimental verification”, International Journal of Technical Research and Applications, volume 3, issue 1 [11]. [2] Frontoni, E.; Mancini, A.; Zingaretti, P., "Real-time out of shelf detection using embedded sensor network," in Mechatronic and Embedded Systems and Applications (MESA), 2014 IEEE/ASME 10th International Conference on , vol., no., pp.1-6, 10-12 Sept. 2014