=Paper= {{Paper |id=Vol-3869/p02 |storemode=property |title=Solar Trees: Harnessing Renewable Energy for Portable Charging of Low-Capacity Devices |pdfUrl=https://ceur-ws.org/Vol-3869/p02.pdf |volume=Vol-3869 |authors=Shaimaa H. Kamel,Luttfi A. Al-Haddad,Afraa H. Kamel,Mohsin N Hamzah,Alaa Abdulhady Jaber |dblpUrl=https://dblp.org/rec/conf/icyrime/KamelAKHJ24 }} ==Solar Trees: Harnessing Renewable Energy for Portable Charging of Low-Capacity Devices== https://ceur-ws.org/Vol-3869/p02.pdf
                                Solar Trees: Harnessing Renewable Energy for Portable
                                Charging of Low-Capacity Devices
                                Shaimaa H. Kamel1,* , Luttfi A. Al-Haddad2 , Afraa H. Kamel3 , Mohsin N Hamzah4 and
                                Alaa Abdulhady Jaber5
                                1
                                  Mechanical Engineering Department, University of Technology- Iraq, Baghdad, Iraq
                                2
                                  Training and Workshops Center, University of Technology- Iraq, Baghdad, Iraq
                                3
                                  Chemical Engineering Department, University of Technology- Iraq, Alsinaa Street 52, Baghdad 10066, Iraq
                                4
                                  Mechanical Engineering Department, University of Technology- Iraq, Baghdad, Iraq
                                5
                                  Mechanical Engineering Department, University of Technology- Iraq, Baghdad, Iraq


                                                 Abstract
                                                 A solar tree is a structure that incorporates solar energy technology, like the branches of a tree. Solar trees aim to highlight
                                                 the vision of solar energy technology, and the main objective of the project is to draw attention to the possibility of exploiting
                                                 clean energy, which is one of the important aspects of our daily lives, as phones have become an indispensable element, so
                                                 charging them is of the same importance. Given how quickly smartphone batteries run out, the charger has become one of
                                                 the most essential items in our bags. We travel with it everywhere and can’t live without it, but it always puts us in a difficult
                                                 situation when we are somewhere without access to electricity or are on a long trip and don’t have time to find a place to
                                                 charge. We had to devise ways to charge the phone and run low-capacity devices because of the phone and the deteriorating
                                                 energy problem. This was no longer limited to thinking but rather came into effect. Because of the current era’s emphasis on
                                                 artistic and technological aspects, the shape of the solar tree was specifically chosen. The concept came about because trees
                                                 can use sunlight to perform a process known as "photosynthesis," which helps to maintain the ecosystem. With solar cells
                                                 affixed to the branches in a manner that allows them to be adjusted in different directions based on the angle at which the
                                                 sun’s rays are incident, the construction was modeled after tree branches, an inverter that changes the cell output voltage to
                                                 the amount required by the batteries to be charged. To keep these pieces in the proper shape, they were positioned inside a
                                                 box representing the tree’s roots. Because of this, we have a portable charger that can run on clean, renewable energy at any
                                                 time of day. Additionally, this tree is positioned as close to the window as possible to receive as much sunshine as possible.
                                                 The design can be implemented in the form of a large tree on the roads and public areas that add an aesthetic view—phones,
                                                 laptops, and operating low-capacity devices.

                                                 Keywords
                                                 Solar Energy Technology, Renewable Energy Charging Stations, Solar Tree Design, Sustainable Power Solutions, Portable
                                                 Solar Chargers.



                                1. Introduction                                                                                         abrupt shutdown of cell phones owing to low battery
                                                                                                                                        power prohibits individuals from hurrying to their place
                                Smart devices, such as mobile phones, always switch of employment, market, school, college, office, train, bus,
                                on, consuming their batteries wherever they are [1, 2, etc. The use of renewable energies are arising in many
                                3, 4, 5, 6, 7]. Mobile phone recharging requires a spe- different applications [14, 15, 16, 17, 18]. It would be cru-
                                cific time and location and energy is always needing less cial if we could give these individuals the ability to use
                                consumption [8, 9]. Phones, along with satellites, are renewable energy sources whenever they need it, on the
                                being used in a heavy manner for the applications of road, to instantly charge smart devices [19]. Numerous
                                communication and other purposes [10, 11, 12, 13]. The studies have been conducted thus far to address the issue
                                                                                                                                        of offering smart device charging capabilities. A com-
                                ICYRIME 2024: 9th International Conference of Yearly Reports on mon characteristic of these advances is that they all rely
                                Informatics, Mathematics, and Engineering. Catania, July 29-August
                                1, 2024                                                                                                 totally or partially on renewable energy sources, such
                                *
                                  Corresponding author.                                                                                 as solar, wind, etc., for their power generation [20, 21].
                                $ shaimaa.h.kamel@uotechnology.edu.iq (S. H. Kamel);                                                    Some of these developments are portable, while others
                                Luttfi.a.alhaddad@uotechnology.edu.iq (L. A. Al-Haddad);                                                are big, stable charging stations. While the majority of
                                afraa.h.kamel@uotechnology.edu.iq (A. H. Kamel);                                                        them are meant for personal use, some may also have
                                Mohsin.N.Hamzah@uotechnology.edu.iq (M. N. Hamzah);
                                Alaa.a.jaber@uotechnology.edu.i (A. A. Jaber)                                                           commercial uses in mind.
                                 0000-0003-4261-6500 (S. H. Kamel); 0000-0001-7832-1048                                                   Due to the ongoing power outages and the rising cost
                                (L. A. Al-Haddad); 0000-0002-3976-7116 (A. H. Kamel);                                                   of oil extraction, solar energy has emerged as the most
                                0000-0002-5974-5301 (M. N. Hamzah); 0000-0001-5709-195X                                                 popular energy source [22, 23, 24, 25, 26]. Anyone may
                                (A. A. Jaber)
                                           © 2024 Copyright for this paper by its authors. Use permitted under Creative Commons License use solar chargers because they are easy to use, portable,
                                           Attribution 4.0 International (CC BY 4.0).




                                                                                                               9




CEUR
                  ceur-ws.org
Workshop      ISSN 1613-0073
Proceedings
Shaimaa H. Kamel et al. CEUR Workshop Proceedings                                                                       9–18



and readily available, especially in remote places. Fuel          2. Experimental Approach
reliance is an issue that can be resolved with the usage of
solar energy [27, 28]. Especially for charging the phone          2.1. Experimental Parts
and operating low-power devices. The "Solar PV Tree"
                                                                  2.1.1. Photovoltaic modules
idea combines art and technology in a novel way to create
solar PV. This novel concept was regarded as an attempt           Silicon solar cells have recorded maximum efficiencies for
to combine artistic beauty with cutting-edge solar en-            home and commercial use, and it is estimated that 80% of
ergy technology. In essence, the solar tree is a decorative       all solar panels sold worldwide are made of silicon [36].
method of generating clean energy. It features a struc-           The first generation of solar cell technology included
ture shaped like a tree with panels placed like leaves            monocrystalline and polycrystalline solar cells, while the
on a power tree’s limbs. A solar tree is a structure that         second generation consisted of amorphous silicon and
has solar panels covering it to capture solar radiation           thin film technologies. The third generation introduces
and use it to power laptops, cell phones, and other tiny          some new and exciting solar PV module technologies like
electrical devices. The solar PV tree can capture inci-           copper, zinc, and tin sulphide (CZTS) solar cells, dye solar
dent sunlight throughout the day, regardless of the sun’s         cells, organic solar cells, polymer solar cells, quantum dot
location, because the panels are set at different angles          solar cells, etc. though modern technologies are being
[29, 30, 31, 32].                                                 developed Silicon continues to be the most widely used
    The goal of this paper is to create a mobile solar charger    solar cell technology.
that can be used anywhere. Simply put, a solar-powered
mobile phone charger is an electronic energy device that          2.1.2. Cables for connecting modules
uses solar radiation to create electrical current, which can
then be used to power low-power gadgets and recharge              PV modules are subject to atmospheric conditions such
mobile phone batteries. There will be a thorough and in-          as rainfall, snow accumulation, solar radiation, and high
depth discussion of a few experiments that were utilized          temperatures. For secure connections between modules,
in the various solar tree designs. Although there have            cables with excellent mechanical strength are needed
been technologies employed in the past, they are very             for use in conditions of high mechanical stress, dry and
different from the technology utilized in this research.          humid conditions, high-temperature conditions, and high
There are other approaches and concepts for creating the          solar insolation.
solar tree, and we were unable to locate any that were
comparable to the research that is currently in use.              2.1.3. Inverter
    Atique Sheikh’s research focuses on installing solar PV
                                                                  The main use of an inverter is to convert direct current
modules on a pole and attaching branches to tilt them at
                                                                  to alternating current for the solar panel. Efficiency is
a 40-45 angle for better sunlight [33]. Six branches with
                                                                  also the most important for energy optimization.
solar panels and a pole with one rotating panel provide
power for small households. The solar tree, with seven
panels, produces 25 volts and 1.71 amps, making it ideal          2.1.4. Batteries
for parks and schools. The system is rotated using a DC           Deep-cycle batteries have been used in renewable and
motor. Moreover, K. Ramesh Kumar and his group [34],              sustainable energy applications around the world for
designed a tree structure based on a natural tree, with           decades. Some commonly used batteries in solar PV
a sturdy base and solar panels positioned at 30° and 45°          system applications are: lead acid batteries, lithium-
tilt angles. The structure maximizes sunshine production          ion batteries, lithium-ion polymer batteries, and nickel-
while preventing panel shadows. The tree’s branches               cadmium batteries.
must be sturdy enough to support the weight of the pan-
els, ensuring stability and capturing more sunlight. This         2.1.5. Structure
design is effective in conserving land and generating
electricity.                                                      There is no standard structure for a solar tree, it can be
    Solar PV modules are installed on a 12-foot high, 3-          designed creatively to make it look appealing to the eye
inch diameter pole made of galvanized iron pipe [35].             and consume less space while avoiding the shading effect
The tree features eleven square branches angled between           on the leaves/panels.
40-45 degrees for more sunlight. A tilt mechanism allows
the single solar panel to be angled at different times of         2.2. Detailed components of the solar tree
the day. According to Ayneendra B1 and his group made
                                                                       designed and manufactured:
a design that benefits the environment, saves money, and
is inexpensive for homes, increasing power by 50% and                 1. Solar cells and the dimensions of the solar cell (45
extending sunlight collection time by up to 50% [35].                    mm x 45 mm) as in Figure (1).



                                                             10
Shaimaa H. Kamel et al. CEUR Workshop Proceedings                                                              9–18



                                                             4. 7805 Regulator to convert the fluctuating voltages
                                                                of the voltage source into fixed and stable voltages
                                                                as in Figure (4).




       Figure 1: Solar cell



    2. A solar controller (Mppt solar controller) to re-
       ceive the voltage from the solar cells and convert
       it to charge the battery at a more appropriate
       level, as in Figure (2).
                                                                Figure 4: Regulator 7805


                                                             5. Dual USB port (5 volts, 1 amp) as in Figure (5).




       Figure 2: Solar controller
                                                                Figure 5: Dual USB port
    3. 2S Battery monitoring system to collect and dis-
       play useful data such as battery voltage, power       6. Lithium battery (3.7 V, 10,000 mAh) as in Figure
       consumption, estimated remaining operating               (6).
       time, current consumption, battery temperature,
       and more as in Figure (3).




       Figure 3: 2S battery monitoring system
                                                                Figure 6: Lithium battery




                                                        11
Shaimaa H. Kamel et al. CEUR Workshop Proceedings                                                             9–18



    7. Pinned wires, as in Figure (7).




       Figure 7: Striped wires                                    Figure 8: Structure of the solar tree


     8. Solar tree structure the structure is made of tree-
        shaped strings to achieve an artistic and modern 3.1. Data Visualization and Experimental
        look. This structure was first formulated using              Results
        finite element approaches and then printed using
                                                             A. Solar cell characteristics:
        3D printers [37, 38]. This structure consists of a
                                                                Using the PV analyzer, we found:
        pole with 12 branches similar to the shape of tree
                                                                Vopen = 2.11 v
        branches. Each branch is connected to a frame
                                                                Ishort = 80.1 mA
        that holds the cell by a ball joint. This ball joint
                                                                Imax = 79.1 mA
        provides the possibility of directing the cell at
                                                             B. Power of one cell:
        different angles according to solar radiation. The
                                                                Using a photoelectric analyzer, we found:
        structure is installed over a box designed to hide
                                                                P= I*V
        the previously mentioned parts, as in Figure (8).
                                                                at an optimum angle (Angle = 90∘ )
                                                                solar radiation = 963 Wh/m²
3. Calculations and Theoretical                                 P= 0.079 * 2.11= 0.1659W
                                                                𝜂𝑐𝑒𝑙𝑙 15.65 %
     Work                                                    C. Average solar radiation:
                                                                The Baghdad region enjoys more than 3,000 hours of
The terms are explained in Table (1):
                                                             bright sunlight throughout the year and receives more
                                                             than 5 kW/m2 of solar radiation on average per year.
Table 1                                                      D. The capacity of the used battery:
Terminology                                                     Characteristics of the battery used:
  Symbol Description
                                                                i. D.O.D = 40%
                                                                ii. Battery voltage = 3.7V
     V       Voltages                                           iii. 𝜂 = 95%
      I      The current                                        Using (2) 3.7V, 10000mAh lithium batteries and con-
     P       Ability
                                                             necting them in parallel we get a total capacity of
     E       Intensity of solar radiation
     𝜂       Efficiency                                      20000mAh
             Depth of discharge (DoD) refers to the percent-    In parallel:
   D.O.D     age of the battery that has been discharged        VT = V1 = V2
             relative to the total capacity of the battery.     IT = I1 + I2
     A       The angle of incidence of sunlight                 VT = 3.7 V
                                                                However, the power is capacity x voltage, so it is
                                                             (20,000 mA x 3.7 V) / 1,000 = 74 watt




                                                        12
Shaimaa H. Kamel et al. CEUR Workshop Proceedings                                                                       9–18



E. Charging rate:
   We used 12 cells, connected every 6 cells in series, and
merged them in parallel:
   The total voltage is 12.6 v
   And current 160.2 mA
   Charging rate = 2.016 w
F. Battery charge time:
   • Battery power: 74Wh
   • Charging rate: 2.016W
   Charging time = (battery power × D.O.D) / (charging
rate× battery efficiency)
   (74Wh×40%) ÷ (2.016×95%) = 15hr 45min
   The connection was made as in Figure (9), which shows
the electronic circuit diagram.




                                                                   Figure 10: The final form of the solar tree




Figure 9: Electronic circuit diagram


   The final appearance of the solar tree is as in Figure          Figure 11: Charging the phone using the solar tree
(10), Figure (11), and Figure (12) shows how to charge the
phone using the solar tree.

                                                          1. Home charging: The basic application is a dedicated
4. Methodology Implementation                             charging within the home. Users can easily charge their
                                                          low-power devices such as smartphones, tablets, smart-
4.1. Applications                                         watches, and wireless headphones.
                                                          2. Office and Workplace: The indoor solar tree can be
An indoor solar tree designed to charge low-power de-
                                                          placed in offices, workplaces, or home offices to provide a
vices has a wide range of potential applications within a
                                                          sustainable charging solution for electronic devices used
residential or indoor environment. Here are some appli-
                                                          while working.
cations where this device can be used effectively:



                                                              13
Shaimaa H. Kamel et al. CEUR Workshop Proceedings                                                                    9–18



                                                               while enjoying a meal or coffee.
                                                               7. Conferences and Trade Shows: Organizers can use
                                                               these trees to provide charging solutions at conferences,
                                                               trade shows, and exhibitions where attendees often need
                                                               to recharge their devices.
                                                               8. Exhibits and museums: In cultural institutions,
                                                               solar-powered trees can provide a way for visitors to
                                                               charge smartphones used in guided tours and interactive
                                                               exhibits.
                                                               9. Residential complexes: Residential complexes, con-
                                                               dominiums, and apartment buildings can install indoor
                                                               solar trees in common areas so that residents can charge
                                                               their devices.
                                                               10. Environmental education: Educational institu-
                                                               tions and environmentally concerned organizations can
                                                               use the solar tree as an educational tool to demonstrate
                                                               the benefits of renewable energy and sustainable tech-
                                                               nology.
                                                               11. Emergency charging: During a power outage or
                                                               emergency, a solar-powered tree can serve as a reliable
                                                               source of power for essential appliances such as flash-
                                                               lights, radios, and emergency phones.
                                                               12. Sustainable technology exhibitions: Companies
                                                               specializing in renewable energy and sustainable tech-
                                                               nology can use the solar tree as a display piece in their
                                                               showrooms or at trade shows.

                                                               4.2. Features
                                                               1- Integrating highly efficient solar panels into the design
                                                               to capture and convert light into electricity.
                                                               2- It includes a built-in battery storage system to store
                                                               excess power generated during the day, ensuring contin-
                                                               uous charging of the device during low light conditions
                                                               or at night.
                                                               3- Install a variety of charging ports to accommodate
                                                               different types of devices, such as USB-A, USB-C, wireless
Figure 12: Powering the Light Pad using the solar tree         charging pads, and even traditional power outlets for
                                                               versatility.
                                                               4- Implement an easy-to-use interface with indicators,
3. Schools and educational institutions: These so-             touch screens, or LEDs to display battery status, available
lar trees can be installed in schools and libraries, allow-    charging slots, and power generation data.
ing students to charge their devices such as laptops and       5- The tree is designed with movable and rotatable solar
tablets while studying or researching.                         panels so that we can move it towards internal lighting
4. Public spaces: In indoor public spaces such as malls,       sources to obtain maximum energy capture.
airports, and libraries, these solar-powered trees can pro-    6- Safety features such as surge protection, over-current
vide a convenient charging option for visitors and travel-     protection, and temperature monitoring to ensure safe
ers.                                                           charging.
5. Hotels and Hospitality: Luxury hotels can use these         7- Create an attractive and decorative design that comple-
trees in their lobby areas or guest rooms to provide guests    ments the interior spaces, incorporating elements such
with a unique and environmentally friendly shipping            as branches, leaves, and aesthetic finishes.
experience.                                                    8- Improving the energy efficiency of the system to re-
6. Restaurants and cafes: Placing indoor solar trees           duce energy loss during charging and storage.
in dining areas allows customers to charge their devices       9- Use durable materials that can withstand indoor con-
                                                               ditions and provide a long-lasting charging solution.



                                                          14
Shaimaa H. Kamel et al. CEUR Workshop Proceedings                                                                          9–18



10- Provides users with insights into their energy con-         Table 2
sumption and the environmental impact of using the              Values of (E, I, V, P) before connecting the solar controller to
solar tree.                                                     the system
11- The possibility of exploiting clean energy is one of
                                                                          E (w/m)     I (A)   V (v)    P (w)    𝛼(∘ )
the important aspects of our daily life, as phones have
become indispensable items, and therefore charging them                      208        0       2.3      0       90
is of the same importance.                                                   281        0       3.4      0       90
12- Choosing the shape of the solar tree in particular due                   362      0.01      5.3    0.053     90
                                                                             572      0.08      9.2    0.736     90
to the importance of the artistic aspect as much as the
                                                                             709      0.12     12.1    1.45      90
technological aspect in the current era. The idea was                        890      0.14     12.5    1.75      90
inspired by the ability of trees to carry out the process of
“photosynthesis” using sunlight, which would contribute
to preserving the environment.                                  Table 3
13- Light-weight and small-sized batteries were used,           Values of (E, I, V, P) when connecting the solar controller
which allows the solar tree to be transported to any place
                                                                         E (w/m)      I (A)    V (v)   P (W)     𝛼(∘ )
to store solar energy and benefit from it at times of weak
sunlight, in addition to the inverter that converts the                     248         0        0         0      90
voltage coming out of the cells into the value that the                     276         0       1.3        0      90
                                                                            373       0.01      3.4     0.034     90
batteries need for charging. By incorporating these fea-
                                                                            642       0.06      3.7      0.22     90
tures into our solar-powered indoor tree, we can create                     780      0.082      4.3      0.35     90
an easy-to-use and efficient device that not only charges                   932      0.091      4.5      0.4      90
low-power devices but also promotes sustainability and
environmental awareness indoors.


5. Results and Discussion
Readings of both solar radiation intensity, current, and
voltage were taken using a solar irradiator and multime-
ter to calculate the output power of the system and the
time it takes to charge the battery, which indicates the
effect of the solar controller on the system and the results
obtained will be discussed.
   We took readings in two cases to show the effect of          Figure 13: The relationship between solar radiation intensity
the solar controller                                            and energy before connecting the solar controller to the sys-
   Case (1) Table (2) below represents the values of (E, I,     tem
V, P) Before connecting the solar controller to the system,
the maximum voltage in this case (12.5) must be reduced
to the battery voltage. For this reason, the solar energy
controller must be used as in Table (2).
   Case (2) Table (3) When the solar controller is con-
nected, the maximum voltage will be reduced to (4.5)
and the current will decrease despite the lower voltage,
resulting in the voltage and current being regulated at
the same time as in Table (3).
   The relationship between solar radiation intensity and
energy, as shown in Figures (13) and (14), can be ex-
plained by considering the basic principles of physics          Figure 14: The relationship between the intensity of solar
                                                                radiation and energy when connecting the solar controller
and the nature of electromagnetic radiation.
   Solar radiation emitted by the Sun consists of elec-
tromagnetic waves that carry energy. Solar radiation
intensity refers to the amount of energy carried by ra-            On the other hand, energy is the rate at which energy
diation per unit area per unit time, usually measured in        is transferred or delivered per unit of time. In the context
watts per square meter (W/m²). It represents the flow of        of solar radiation, power is often referred to as solar
energy at the surface.                                          radiation and is also measured in watts per square meter




                                                           15
Shaimaa H. Kamel et al. CEUR Workshop Proceedings                                                                   9–18



(W/m²).                                                       6. Conclusions
   The relationship between power and force is direct
and proportional. Mathematically, it can be expressed as      This study successfully designed and implemented a solar
follows:                                                      tree that integrates aesthetic and functional elements to
Force = Intensity x Area                                      provide a renewable energy solution for charging low-
   where:                                                     power devices such as smartphones and laptops. The
Power: represents the total amount of power received          innovative design, inspired by the natural process of
per unit time (watts).                                        photosynthesis, employs strategically placed solar panels
Intensity: Density represents the amount of energy per        on branch-like structures to maximize sunlight capture
unit area per unit time (watts per square meter).             throughout the day. Through rigorous testing, the system
   Area: The area represents the surface area over which      demonstrated the ability to maintain continuous power
radiation is received (in square meters).                     supply as it effectively managed solar energy capture and
   This relationship shows that the energy received from      storage. Key findings included the solar tree’s capacity to
solar radiation depends on the intensity of the radiation     adjust panel angles dynamically for optimal sun exposure
and the size of the surface area that intercepts the radi-    with a noted significant enhancement in the charging
ation. If the intensity of solar radiation doubles while      efficiency. The study also confirmed the practicality of
the area remains the same, the energy received will also      the solar tree in various indoor settings, showcasing its
double.                                                       potential to blend into urban environments while offering
   It is important to note that this relationship assumes     substantial power output.
that the receiving surface is perpendicular to the incom-        Future research should focus on improving the effi-
ing radiation and that there are no losses or interactions    ciency and scalability of the solar tree design to further
between the radiation and the receiving surface.              its application in diverse environments. Exploring ad-
   In short, the energy received from solar radiation is      vanced materials for solar panels and battery storage
directly proportional to the radiation intensity and the      could enhance the system’s performance and durability.
size of the receiving surface area.                           Additionally, the integration of smart technology to track
   The graphs show the relationship between power and         sun movement and optimize panel angles automatically
solar radiation intensity in each case, and we can see        could increase the energy efficiency and user convenience
in case (1) the power is higher than in case (2) due to       of the solar tree. Considering the rapid advancement in
the lower voltage and current after connecting the solar      photovoltaic technology, subsequent studies might also
controller.                                                   evaluate the integration of newer solar cell types that
   The time to obtain a fully charged battery depends on      could offer higher efficiencies or better aesthetic inte-
the intensity of solar radiation, which varies depending      gration. Lastly, expanding the scope to include outdoor
on the time of the day. Table (4), will show the time         applications could help in understanding the environ-
required to obtain a full charge (6) time within one day.     mental impacts and benefits of deploying solar trees in
   The average time needed to get a full battery charge is    larger public spaces.
(17 hours), when compared to theoretical calculations, it
takes an additional 1 hour and 15 minutes for an actual
full charge which causes the battery efficiency to not
                                                              References
be ideal (𝜂 = 95%). Case (2) Table (3) When the solar          [1] S. Liu, J. Yan, Y. Yan, H. Zhang, J. Zhang, Y. Liu,
controller is connected, the maximum voltage will be               S. Han, Joint operation of mobile battery, power
reduced to (4.5) and the current will decrease despite the         system, and transportation system for improving
lower voltage, resulting in the voltage and current being          the renewable energy penetration rate, Applied
regulated at the same time as in Table (3).                        Energy 357 (2024) 122455.
                                                               [2] M. Tomy, B. Lacerda, N. Hawes, J. L. Wyatt, Battery
Table 4                                                            charge scheduling in long-life autonomous mobile
Time required to charge the battery                                robots via multi-objective decision making under
                           Time required to charge                 uncertainty, Robotics and Autonomous Systems
   Time measurement
                           the battery                             133 (2020) 103629.
   8 am                    2 hours. 8 min. 32 sec.             [3] G. Capizzi, F. Bonanno, C. Napoli, Hybrid neu-
   11 am                   1 hour. 15 min. 45 sec.                 ral networks architectures for soc and voltage pre-
   12 am                   1 hour. 2 min. 16 sec.                  diction of new generation batteries storage, in:
   2 pm                    30 min. 12 sec.                         3rd International Conference on Clean Electrical
   4:30 pm                 1 hour. 35 min. 3 sec.                  Power: Renewable Energy Resources Impact, IC-
   6:30 pm                 2 hours. 10 min. 15 sec.




                                                         16
Shaimaa H. Kamel et al. CEUR Workshop Proceedings                                                                  9–18



     CEP 2011, 2011, p. 341 – 344. doi:10.1109/ICCEP.              of hybrid forward osmosis–membrane distillation
     2011.6036301.                                                 (fo-md) system for various water treatment pro-
 [4] B. Çatay, İ. Sadati, An improved matheuristic for             cesses, Process Safety and Environmental Protec-
     solving the electric vehicle routing problem with             tion (2023).
     time windows and synchronized mobile charging/-          [15] F. Bonanno, G. Capizzi, G. Lo Sciuto, A neuro
     battery swapping, Computers & Operations Re-                  wavelet-based approach for short-term load fore-
     search 159 (2023) 106310.                                     casting in integrated generation systems, in: 2013
 [5] F. Bonanno, G. Capizzi, C. Napoli, Some remarks               International Conference on Clean Electrical Power
     on the application of rnn and prnn for the charge-            (ICCEP), IEEE, 2013, pp. 772–776.
     discharge simulation of advanced lithium-ions bat-       [16] N. N. Dat, V. Ponzi, S. Russo, F. Vincelli, Supporting
     tery energy storage, in: SPEEDAM 2012 - 21st In-              impaired people with a following robotic assistant
     ternational Symposium on Power Electronics, Elec-             by means of end-to-end visual target navigation
     trical Drives, Automation and Motion, 2012, p. 941            and reinforcement learning approaches, in: CEUR
     – 945. doi:10.1109/SPEEDAM.2012.6264500.                      Workshop Proceedings, volume 3118, 2021, p. 51 –
 [6] B. Zou, X. Xu, R. De Koster, et al., Evaluating bat-          63.
     tery charging and swapping strategies in a robotic       [17] G. Capizzi, G. Lo Sciuto, C. Napoli, E. Tramontana,
     mobile fulfillment system, European Journal of                An advanced neural network based solution to en-
     Operational Research 267 (2018) 733–753.                      force dispatch continuity in smart grids, Applied
 [7] L. A. Al-Haddad, L. Ibraheem, A. I. EL-Seesy, A. A.           Soft Computing 62 (2018) 768–775.
     Jaber, S. A. Al-Haddad, R. Khosrozadeh, Thermal          [18] G. Lo Sciuto, G. Capizzi, R. Shikler, C. Napoli, Or-
     heat flux distribution prediction in an electrical            ganic solar cells defects classification by using a
     vehicle battery cell using finite element analysis            new feature extraction algorithm and an ebnn with
     and neural network, Green Energy and Intelligent              an innovative pruning algorithm, International
     Transportation (2024) 100155.                                 Journal of Intelligent Systems 36 (2021) 2443–2464.
 [8] G. C. Cardarilli, L. Di Nunzio, R. Fazzolari, M. Re,     [19] A. H. Kamel, Q. F. Alsalhy, S. S. Ibrahim, K. A. Fa-
     F. Silvestri, S. Spanò, Energy consumption sav-               neer, S. A. Hashemifard, A. Jangizehi, S. Seiffert,
     ing in embedded microprocessors using hardware                M. Maskos, A. Shakeri, C. Bantz, Novel sodium
     accelerators, TELKOMNIKA (Telecommunication                   and potassium carbon quantum dots as forward
     Computing Electronics and Control) 16 (2018) 1019–            osmosis draw solutes: synthesis, characterization
     1026.                                                         and performance testing, Desalination 567 (2023)
 [9] G. Capizzi, G. L. Sciuto, C. Napoli, R. Shikler,              116956.
     M. Wozniak, Optimizing the organic solar cell            [20] C. Cekdin, Z. Nawawi, M. Faizal, The usage of ther-
     manufacturing process by means of afm measure-                moelectric generator as a renewable energy source,
     ments and neural networks, Energies 11 (2018).                Telkomnika (Telecommunication Computing Elec-
     doi:10.3390/en11051221.                                       tronics and Control) 18 (2020) 2186–2192.
[10] M. Berbineau, al., Zero on site testing of railway       [21] A. Damodaram, C. L. Tulasi, L. V. Reddy, Re-
     wireless systems: the emulradio4rail platforms, Pro-          cent decade global trends in renewable energy and
     ceedings of 2021 IEEE 93rd Vehicular Technology               investments-a review., International Journal of CO-
     Conference (VTC2021-Spring) (2021) 1–5. doi:10.               MADEM 25 (2022).
     1109/VTC2021-Spring51267.2021.9448903.                   [22] A. Pieroni, N. Scarpato, L. Di Nunzio, F. Fallucchi,
[11] A. Vizzarri, F. Mazzenga, R. Giuliano, Future tech-           M. Raso, et al., Smarter city: smart energy grid
     nologies for train communication: the role of leo hts         based on blockchain technology, Int. J. Adv. Sci.
     satellites in the adaptable communication system,             Eng. Inf. Technol 8 (2018) 298–306.
     Sensors 23 (2022) 68.                                    [23] G. Capizzi, F. Bonanno, C. Napoli, A wavelet
[12] E. Iacobelli, V. Ponzi, S. Russo, C. Napoli, Eye-             based prediction of wind and solar energy for long-
     tracking system with low-end hardware: Devel-                 term simulation of integrated generation systems,
     opment and evaluation, Information (Switzerland)              2010, pp. 586 – 592. doi:10.1109/SPEEDAM.2010.
     14 (2023). doi:10.3390/info14120644.                          5542259.
[13] G. Capizzi, G. L. Sciuto, C. Napoli, M. Woźniak,         [24] W. H. Alawee, L. A. Al-Haddad, A. Basem, D. J.
     G. Susi, A spiking neural network-based long-term             Jasim, H. S. Majdi, A. J. Sultan, Forecasting sustain-
     prediction system for biogas production, Neural               able water production in convex tubular solar stills
     Networks 129 (2020) 271 – 279. doi:10.1016/j.                 using gradient boosting analysis, Desalination and
     neunet.2020.06.001.                                           Water Treatment 318 (2024) 100344.
[14] A. H. Kamel, R. A. Al-Juboori, B. Ladewig, S. S.         [25] N. Brandizzi, S. Russo, G. Galati, C. Napoli, Address-
     Ibrahim, Q. F. Alsalhy, et al., Potential application         ing vehicle sharing through behavioral analysis: A



                                                         17
Shaimaa H. Kamel et al. CEUR Workshop Proceedings                                                              9–18



     solution to user clustering using recency-frequency-       of Advanced Research in Dynamical and Control
     monetary and vehicle relocation based on neigh-            Systems 10 (2018).
     borhood splits, Information (Switzerland) 13 (2022). [36] S. Awaze, K. Bhamburkar, A. Babare, A. Asode,
     doi:10.3390/info13110511.                                  S. Bargat, Design and fabrication of solar tree, In-
[26] W. H. Alawee, L. A. Al-Haddad, H. A. Dhahad, S. A.         ternational Journal of Latest Engineering Research
     Al-Haddad, Predicting the cumulative productiv-            and Applications (IJLERA) 3 (2016) 24–29.
     ity of a solar distillation system augmented with a [37] O. Al-Saban, S. O. Abdellatif, Optoelectronic mate-
     tilted absorber panel using machine learning mod-          rials informatics: utilizing random-forest machine
     els, Journal of Engineering Research (2024).               learning in optimizing the harvesting capabilities
[27] S. A. Mohammed, L. A. Al-Haddad, W. H. Alawee,             of mesostructured-based solar cells, in: 2021 In-
     H. A. Dhahad, A. A. Jaber, S. A. Al-Haddad, Fore-          ternational Telecommunications Conference (ITC-
     casting the productivity of a solar distiller enhanced     Egypt), IEEE, 2021, pp. 1–4.
     with an inclined absorber plate using stochastic gra- [38] S. H. Kamel, M. N. Hamzah, S. A. Abdulateef, Q. A.
     dient descent in artificial neural networks, Multi-        Atiyah, A novel design of smart knee joint prosthe-
     scale and Multidisciplinary Modeling, Experiments          sis for above-knee amputees., FME Transactions 51
     and Design (2023) 1–11.                                    (2023).
[28] N. Brandizzi, S. Russo, R. Brociek, A. Wajda, First
     studies to apply the theory of mind theory to green
     and smart mobility by using gaussian area cluster-
     ing, in: CEUR Workshop Proceedings, volume 3118,
     2021, p. 71 – 76.
[29] Z. Pan, X. Li, L. Fu, Q. Li, X. Li, Environmental sus-
     tainability by a comprehensive environmental and
     energy comparison analysis in a wood chip and rice
     straw biomass-fueled multi-generation energy sys-
     tem, Process Safety and Environmental Protection
     177 (2023) 868–879.
[30] M. A. Qasim, V. I. Velkin, S. E. Shcheklein, The
     experimental investigation of a new panel design
     for thermoelectric power generation to maximize
     output power using solar radiation, Energies 15
     (2022) 3124.
[31] F. Bonanno, G. Capizzi, A. Gagliano, C. Napoli, Op-
     timal management of various renewable energy
     sources by a new forecasting method, in: SPEEDAM
     2012 - 21st International Symposium on Power Elec-
     tronics, Electrical Drives, Automation and Motion,
     2012, p. 934 – 940. doi:10.1109/SPEEDAM.2012.
     6264603.
[32] Z. Garip, E. Ekinci, A. Alan, Day-ahead solar pho-
     tovoltaic energy forecasting based on weather data
     using lstm networks: a comparative study for photo-
     voltaic (pv) panels in turkey, Electrical Engineering
     105 (2023) 3329–3345.
[33] P. Sen, A. K. Sahoo, K. P. Panda, V. Jha, Single-
     phase switched-capacitor boost multilevel inverter
     interfacing solar photovoltaic system, e-Prime-
     Advances in Electrical Engineering, Electronics and
     Energy 6 (2023) 100350.
[34] G. Karlekar, A. Sheikh, A. Wasekar, S. Rakhunde, A
     review paper on solar power tree, Int J Eng Appl
     Sci Technol 4 (2020) 106–108.
[35] K. R. Kumar, N. Nenthraa, Design and fabrication
     of a novel solar tree structure power generation
     pilot plant for efficient led street lighting, Journal



                                                        18