SlideShare a Scribd company logo
1 of 72
Download to read offline
Design of structures with added viscous
dampers: from theory to practice
PART 2:
An insight into the Seismic behavior of frame structures
equipped with passive dampers
Michele Palermo
Department DICAM –University of Bologna
Bologna 6-7-8 Giugno 2023
Outline
• Damping reduction factors
• Complex damping theory and
applications for adjacent buildings
connected by dampers
• Peak interstorey velocity profiles
• Non linear viscous damping ratio
• Behaviour factors for damped
structures
STEP 1 h=>x
STEP 2 cL=>x
STEP 4 cL=> cNL
STEP 1 htot=>x
STEP 3 vmax
Links with 5-step procedure
Today topics
STOCHASTIC BASED
DAMPING REDUCTION
FACTORS
Damping reduction factors
h x
Why so many available formulations ?
h x
10
5

h
x
 
  

  /
ground n
k T T

Palermo et al.
2016 SOILDYN
T-H based DRF
Proposed formula
Damped pseudoacc. spectra
Stochastic-based DRF
formulation
Stochastic-based DRF
formulation
Stochastic-based DRF
formulation
For given ξg and ωg g and introducing
parameters β ω/ωn and k =Tg /Tn
If a “white-noise” PSD (G0) is considered
instead ofthe K–T PSD
Code-like DRF formulation
ηK T for different values of k =Tg /Tn
Stochastic-based DRF
formulation
PEAK INTERSTOREY
VELOCITY PROFILES
Problem formulation
Lateral peak deformed
shape
The pseudo-velocity and pseudo-
acceleration profiles are here defined as
follows (for profile A):
Let’s assume a given peak lataral
deformed shape:
the base shear, Vbase, can be evaluated as
follows (profile A):
N-storey frame
z
i-th storey
m
k
A)
B)
Peak interstorey velocity profiles
b
Numerical analysis
Higher modes effects and correction factor M for drifts and velocities:
Peak displacement profiles Peak velocity profiles
Design formulas
Estimation of 1st storey peak interstorey
velocities:
GENERALIZED DAMPED
SDOF
Generalized SDOF
Generalized SDOF
A generic MDOF system with
added viscous dampers can be
schematized by a generalized
SDOF system, by appropriate
considerations of equilibrium of the
dynamic forces resulting from:
• Elastic forces
• Inertia forces
• Viscous dampers forces
An assumption of the peak
lateral deformed shape profile
d=displacement vector
z=lever arm vector
i=identity vector
f=mode shape
Generalized SDOF
From simple concepts of
mechanics, a system of forces
is in equilibrium if:
• The resultant force is null
• The resultant moment of
the forces is null
Global equilibrium:
G-SDOF systemS:
d=lateral deformed shape vector
Or in matrix form:
T)
R)
For example:
first mode shape
from modal
analysis
T)
R)
T)
R)
Generalized SDOF
Mechanical analogies:
Damping ratio of the two
genaralized SDOF:
T)
R)
Modal analysis:
If d=f
Generalized SDOF
Equivalent Damping ratios of
the rotational and translational
G-SDOF systems
General expression:
Uniform ST frame, linear peak lateral
displacement profile:
 
, 5 1
,
, 1
tot SPD
to
storey SPD s t
tep m N
N
c
c x 
   
 

From the 5-step procedure
Equal total size constraints
Relative errors assuming a linear along the height peak drift profile for
uniform ST frames
Equal total size constraints
Normalized first-mode
damping ratios for an MPD
and SPD system under equal
total size constraint:
• The relative efficiency of
the SPD vs MPD system
rapidly decreases as the
number of stories
increases
G-SDOF for other dampers
disposition
Inter-storey (IS) placement Fixed-point (FP) placement
G-SDOF for other dampers
disposition
Design formulas based on G-SDOF method
Limitations
Studied placements
Simulated snap-back dynamic tests
THEORY OF COMPLEX
DAMPING
Theory of complex damping
Theory of complex damping
Elastic forces
Inertia forces
Damping forces
Normal modes for proportional
damping
Natural modes are typically referred as ni
Complex modes: the state space
State equations and
Generalized eigen problem
State matrix
Complex frequencies
Complex modes
Natural frequency
Undamped natural frequencies
ni
ni
Complex vs normal frequencies
The imaginary damped SDOF
Energy transfer for the
imaginary SDOF
The response is similar to that of a MDOF
system, due to the effect of energy transfer
Energy dissipation
• Work done by Fi
• Work done by Fd
• Work done by Fs
Energy transfer vs dissipation
TH response of viscously
damped structure
Interpretation of complex modes
Interpretation of complex modes
Interpretation of complex modes
Light damping assumption
State space formulation: recap
d
  
Mu C u Ku 0
d
         
 
     
   
       
 
0 M u M 0 u 0
M C u 0 K u 0
 
  
 
u
z
u
it
i
u e

0

 
D I
1 1
d
 
 
 
  
 
 
M C M K
D
I 0

k k k
i
  b
  Re( )
k k k k
  x 
 
2
Im( ) 1
k k k k
b  x 
  
is the state vector
is the solution general form
is the dynamic matrix, I is the identity matrix.
The k-th complex frequency can be expressed as follows:
is called complex frequency and is, in general, a complex number.
Dynamic equation of motion
Dynamic equation of motion in the state space
ST frames with IS dampers
Telaio a 4 piani con smorzatore al piano 1 Telaio a 4 piani con smorzatori al piano
1 e 4
m
m
m
m
k
k
k
k
IS
c
m
m
m
m
k
k
k
k
IS
c
IS
c
c
tot
ST frames with IS dampers
Telaio a 4 piani con smorzatore al piano 1
Telaio a 4 piani con sistema MPD
c
tot
ST frames with IS dampers
ST frame with 1 damper
ST frame with 2 dampers
c
tot
m
m
m
m
k
k
k
k
IS
c
IS
c
m
m
m
m
k
k
k
k
IS
c
Adjacent buildings connected by
viscous dampers
Main system parameters
Fundamental Frequency ratio Mass ratio Normalized added dampers coefficient
Basic case: two-SDOF system
Complex frequencies
Damping ratios Undamped frequencies
Lightly
damped
Phisical
meaning
2-SDOF structures
2-MDOF structures
Proposed formula
Estimation of the minimum damping
reduction factor of the peak roof
displacement of the reference
building is proposed as a function of
the fundamental frequency ratio Ω:
The values of parameter c can be
calibrated from the results of the
numerical simulations.
NON LINEAR DAMPERS
Non linear visocus dampers
Equal dissipated energy in a sinusoidal
cycle of amplitude Umax
L
NL
 
 
, ,max max
, ,max max
4 ( )
1 / 2
( )
2 3/ 2 / 2
d L d
d NL d
in
E F U
E F U G
G





 


 

 
1 1
max
4
2
NL input
eq
n
c U G
m
 

x
 
 

By equating EdL=Ed,NL:
 
1
max
2
4
input
NL
L eq n
L
U
c
c m
c G


x 

 
P
v
F
vP
vmax
FP
Fmax
0
 = 1.0
 = 0.3
Christopoulos,
Filiatrault
Smorzamento non-lineare
0
0,2
0,4
0,6
0,8
1
1,2
0 1 2 3 4
damping
ratio
Umax/Umax,design
Equivalent damping ratio as a
function of Umax normalized for
the design displacement:
eq
x
1 1
max
4
2
NL input
eq
n
c U G
m
 

x
 
 

Design
point
SLV
Demand
SLD
Demand
SLC
Numerical Simulations
CNL CL
5% DAMPED
Data:
cNL=782 (kN e m) calibrated for:
• x,target=22% (Tinput=1 s e Tn=1 s)
• cL=2828 (kN e m)
Investigated damped SDOF
Numerical Simulations
Investigated damped 3-storey planar frames
Analitical formula vs NLTH
analysis
0
0,2
0,4
0,6
0,8
1
1,2
0 1 2 3 4
Equivalent
damping
ratio
Umax/Umax,design
3-DOF SAP2000
SDOF SAP2000
ANALITICO
BEHAVIOUR FACORS FOR
DAMPED STRUCTURES
Problem formulation
We search x so that: ≈
Problem: we want to evaluate the behavior factor of a damped structure
that guarantee the same level of structural safety (C/D) of the
corresponding undamped (e.g. x=5%) structure
Problem formulation
Condition of EQUAL
STRUCTURAL SAFETY
≈
In general:
If ≈
x1.0
x≠1.0
Non-linear EP damped SDOF system
Parametric analysis
Results
Correction factor:
Correction factors vs T for damped EP SDOF systems:
Code-like formula
Overall damping
reduction factor:
Applicative Example
The RC structures
(naked and damped)
are designed
assuming:
• A force reduction
factor R= 4,
• A Viscous Damping
ratio x=30%

More Related Content

Similar to CORSO SMORZATORI_LEZ 2_31-05-2023.pdf

New folderelec425_2016_hw5.pdfMar 25, 2016 ELEC 425 S.docx
New folderelec425_2016_hw5.pdfMar 25, 2016 ELEC 425 S.docxNew folderelec425_2016_hw5.pdfMar 25, 2016 ELEC 425 S.docx
New folderelec425_2016_hw5.pdfMar 25, 2016 ELEC 425 S.docxcurwenmichaela
 
sdof-1211798306003307-8.pptx
sdof-1211798306003307-8.pptxsdof-1211798306003307-8.pptx
sdof-1211798306003307-8.pptxSahilDhanvijay2
 
Lec5 total potential_energy_method
Lec5 total potential_energy_methodLec5 total potential_energy_method
Lec5 total potential_energy_methodMahdi Damghani
 
Design of infinite impulse response digital filters 2
Design of infinite impulse response digital filters 2Design of infinite impulse response digital filters 2
Design of infinite impulse response digital filters 2HIMANSHU DIWAKAR
 
Feedback control of_dynamic_systems
Feedback control of_dynamic_systemsFeedback control of_dynamic_systems
Feedback control of_dynamic_systemskarina G
 
Lecture 11_Dynamic of structures_2019_MP.pdf
Lecture 11_Dynamic of structures_2019_MP.pdfLecture 11_Dynamic of structures_2019_MP.pdf
Lecture 11_Dynamic of structures_2019_MP.pdfmichelepalermo6
 
Modal Analysis Basic Theory
Modal Analysis Basic TheoryModal Analysis Basic Theory
Modal Analysis Basic TheoryYuanCheng38
 
Data sparse approximation of the Karhunen-Loeve expansion
Data sparse approximation of the Karhunen-Loeve expansionData sparse approximation of the Karhunen-Loeve expansion
Data sparse approximation of the Karhunen-Loeve expansionAlexander Litvinenko
 
Data sparse approximation of Karhunen-Loeve Expansion
Data sparse approximation of Karhunen-Loeve ExpansionData sparse approximation of Karhunen-Loeve Expansion
Data sparse approximation of Karhunen-Loeve ExpansionAlexander Litvinenko
 
Circuit Network Analysis - [Chapter5] Transfer function, frequency response, ...
Circuit Network Analysis - [Chapter5] Transfer function, frequency response, ...Circuit Network Analysis - [Chapter5] Transfer function, frequency response, ...
Circuit Network Analysis - [Chapter5] Transfer function, frequency response, ...Simen Li
 
Module 8, Spring 2020.pdf
Module 8, Spring 2020.pdfModule 8, Spring 2020.pdf
Module 8, Spring 2020.pdfMohammad Javed
 
Metodo Monte Carlo -Wang Landau
Metodo Monte Carlo -Wang LandauMetodo Monte Carlo -Wang Landau
Metodo Monte Carlo -Wang Landauangely alcendra
 
Computation of electromagnetic fields scattered from dielectric objects of un...
Computation of electromagnetic fields scattered from dielectric objects of un...Computation of electromagnetic fields scattered from dielectric objects of un...
Computation of electromagnetic fields scattered from dielectric objects of un...Alexander Litvinenko
 
fcs-0202.pptx
fcs-0202.pptxfcs-0202.pptx
fcs-0202.pptxsamy1604
 
Phonons & Phonopy: Pro Tips (2014)
Phonons & Phonopy: Pro Tips (2014)Phonons & Phonopy: Pro Tips (2014)
Phonons & Phonopy: Pro Tips (2014)Jonathan Skelton
 
Module 9, Spring 2020.pdf
Module 9, Spring 2020.pdfModule 9, Spring 2020.pdf
Module 9, Spring 2020.pdfMohammad Javed
 
Toward an Electrically-Pumped Silicon Laser Modeling and Optimization_Thesis_...
Toward an Electrically-Pumped Silicon Laser Modeling and Optimization_Thesis_...Toward an Electrically-Pumped Silicon Laser Modeling and Optimization_Thesis_...
Toward an Electrically-Pumped Silicon Laser Modeling and Optimization_Thesis_...Daniel Riley
 

Similar to CORSO SMORZATORI_LEZ 2_31-05-2023.pdf (20)

New folderelec425_2016_hw5.pdfMar 25, 2016 ELEC 425 S.docx
New folderelec425_2016_hw5.pdfMar 25, 2016 ELEC 425 S.docxNew folderelec425_2016_hw5.pdfMar 25, 2016 ELEC 425 S.docx
New folderelec425_2016_hw5.pdfMar 25, 2016 ELEC 425 S.docx
 
ACS 22LIE12 lab Manul.docx
ACS 22LIE12 lab Manul.docxACS 22LIE12 lab Manul.docx
ACS 22LIE12 lab Manul.docx
 
sdof-1211798306003307-8.pptx
sdof-1211798306003307-8.pptxsdof-1211798306003307-8.pptx
sdof-1211798306003307-8.pptx
 
Lec5 total potential_energy_method
Lec5 total potential_energy_methodLec5 total potential_energy_method
Lec5 total potential_energy_method
 
Design of infinite impulse response digital filters 2
Design of infinite impulse response digital filters 2Design of infinite impulse response digital filters 2
Design of infinite impulse response digital filters 2
 
Feedback control of_dynamic_systems
Feedback control of_dynamic_systemsFeedback control of_dynamic_systems
Feedback control of_dynamic_systems
 
Lecture 11_Dynamic of structures_2019_MP.pdf
Lecture 11_Dynamic of structures_2019_MP.pdfLecture 11_Dynamic of structures_2019_MP.pdf
Lecture 11_Dynamic of structures_2019_MP.pdf
 
Modal Analysis Basic Theory
Modal Analysis Basic TheoryModal Analysis Basic Theory
Modal Analysis Basic Theory
 
Data sparse approximation of the Karhunen-Loeve expansion
Data sparse approximation of the Karhunen-Loeve expansionData sparse approximation of the Karhunen-Loeve expansion
Data sparse approximation of the Karhunen-Loeve expansion
 
Slides
SlidesSlides
Slides
 
Data sparse approximation of Karhunen-Loeve Expansion
Data sparse approximation of Karhunen-Loeve ExpansionData sparse approximation of Karhunen-Loeve Expansion
Data sparse approximation of Karhunen-Loeve Expansion
 
Circuit Network Analysis - [Chapter5] Transfer function, frequency response, ...
Circuit Network Analysis - [Chapter5] Transfer function, frequency response, ...Circuit Network Analysis - [Chapter5] Transfer function, frequency response, ...
Circuit Network Analysis - [Chapter5] Transfer function, frequency response, ...
 
Module 8, Spring 2020.pdf
Module 8, Spring 2020.pdfModule 8, Spring 2020.pdf
Module 8, Spring 2020.pdf
 
Metodo Monte Carlo -Wang Landau
Metodo Monte Carlo -Wang LandauMetodo Monte Carlo -Wang Landau
Metodo Monte Carlo -Wang Landau
 
Computation of electromagnetic fields scattered from dielectric objects of un...
Computation of electromagnetic fields scattered from dielectric objects of un...Computation of electromagnetic fields scattered from dielectric objects of un...
Computation of electromagnetic fields scattered from dielectric objects of un...
 
fcs-0202.pptx
fcs-0202.pptxfcs-0202.pptx
fcs-0202.pptx
 
Phonons & Phonopy: Pro Tips (2014)
Phonons & Phonopy: Pro Tips (2014)Phonons & Phonopy: Pro Tips (2014)
Phonons & Phonopy: Pro Tips (2014)
 
Seismic wharves and str
Seismic wharves and strSeismic wharves and str
Seismic wharves and str
 
Module 9, Spring 2020.pdf
Module 9, Spring 2020.pdfModule 9, Spring 2020.pdf
Module 9, Spring 2020.pdf
 
Toward an Electrically-Pumped Silicon Laser Modeling and Optimization_Thesis_...
Toward an Electrically-Pumped Silicon Laser Modeling and Optimization_Thesis_...Toward an Electrically-Pumped Silicon Laser Modeling and Optimization_Thesis_...
Toward an Electrically-Pumped Silicon Laser Modeling and Optimization_Thesis_...
 

Recently uploaded

Application of Residue Theorem to evaluate real integrations.pptx
Application of Residue Theorem to evaluate real integrations.pptxApplication of Residue Theorem to evaluate real integrations.pptx
Application of Residue Theorem to evaluate real integrations.pptx959SahilShah
 
complete construction, environmental and economics information of biomass com...
complete construction, environmental and economics information of biomass com...complete construction, environmental and economics information of biomass com...
complete construction, environmental and economics information of biomass com...asadnawaz62
 
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICSAPPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICSKurinjimalarL3
 
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...Soham Mondal
 
IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024Mark Billinghurst
 
Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024hassan khalil
 
INFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETE
INFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETEINFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETE
INFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETEroselinkalist12
 
Call Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile serviceCall Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile servicerehmti665
 
HARMONY IN THE HUMAN BEING - Unit-II UHV-2
HARMONY IN THE HUMAN BEING - Unit-II UHV-2HARMONY IN THE HUMAN BEING - Unit-II UHV-2
HARMONY IN THE HUMAN BEING - Unit-II UHV-2RajaP95
 
main PPT.pptx of girls hostel security using rfid
main PPT.pptx of girls hostel security using rfidmain PPT.pptx of girls hostel security using rfid
main PPT.pptx of girls hostel security using rfidNikhilNagaraju
 
Past, Present and Future of Generative AI
Past, Present and Future of Generative AIPast, Present and Future of Generative AI
Past, Present and Future of Generative AIabhishek36461
 
chaitra-1.pptx fake news detection using machine learning
chaitra-1.pptx  fake news detection using machine learningchaitra-1.pptx  fake news detection using machine learning
chaitra-1.pptx fake news detection using machine learningmisbanausheenparvam
 
Artificial-Intelligence-in-Electronics (K).pptx
Artificial-Intelligence-in-Electronics (K).pptxArtificial-Intelligence-in-Electronics (K).pptx
Artificial-Intelligence-in-Electronics (K).pptxbritheesh05
 
Software and Systems Engineering Standards: Verification and Validation of Sy...
Software and Systems Engineering Standards: Verification and Validation of Sy...Software and Systems Engineering Standards: Verification and Validation of Sy...
Software and Systems Engineering Standards: Verification and Validation of Sy...VICTOR MAESTRE RAMIREZ
 
What are the advantages and disadvantages of membrane structures.pptx
What are the advantages and disadvantages of membrane structures.pptxWhat are the advantages and disadvantages of membrane structures.pptx
What are the advantages and disadvantages of membrane structures.pptxwendy cai
 

Recently uploaded (20)

Application of Residue Theorem to evaluate real integrations.pptx
Application of Residue Theorem to evaluate real integrations.pptxApplication of Residue Theorem to evaluate real integrations.pptx
Application of Residue Theorem to evaluate real integrations.pptx
 
complete construction, environmental and economics information of biomass com...
complete construction, environmental and economics information of biomass com...complete construction, environmental and economics information of biomass com...
complete construction, environmental and economics information of biomass com...
 
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICSAPPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
 
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
 
IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024
 
Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024
 
INFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETE
INFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETEINFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETE
INFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETE
 
POWER SYSTEMS-1 Complete notes examples
POWER SYSTEMS-1 Complete notes  examplesPOWER SYSTEMS-1 Complete notes  examples
POWER SYSTEMS-1 Complete notes examples
 
★ CALL US 9953330565 ( HOT Young Call Girls In Badarpur delhi NCR
★ CALL US 9953330565 ( HOT Young Call Girls In Badarpur delhi NCR★ CALL US 9953330565 ( HOT Young Call Girls In Badarpur delhi NCR
★ CALL US 9953330565 ( HOT Young Call Girls In Badarpur delhi NCR
 
Call Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile serviceCall Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile service
 
HARMONY IN THE HUMAN BEING - Unit-II UHV-2
HARMONY IN THE HUMAN BEING - Unit-II UHV-2HARMONY IN THE HUMAN BEING - Unit-II UHV-2
HARMONY IN THE HUMAN BEING - Unit-II UHV-2
 
young call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Service
young call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Serviceyoung call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Service
young call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Service
 
main PPT.pptx of girls hostel security using rfid
main PPT.pptx of girls hostel security using rfidmain PPT.pptx of girls hostel security using rfid
main PPT.pptx of girls hostel security using rfid
 
Past, Present and Future of Generative AI
Past, Present and Future of Generative AIPast, Present and Future of Generative AI
Past, Present and Future of Generative AI
 
9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf
9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf
9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf
 
Design and analysis of solar grass cutter.pdf
Design and analysis of solar grass cutter.pdfDesign and analysis of solar grass cutter.pdf
Design and analysis of solar grass cutter.pdf
 
chaitra-1.pptx fake news detection using machine learning
chaitra-1.pptx  fake news detection using machine learningchaitra-1.pptx  fake news detection using machine learning
chaitra-1.pptx fake news detection using machine learning
 
Artificial-Intelligence-in-Electronics (K).pptx
Artificial-Intelligence-in-Electronics (K).pptxArtificial-Intelligence-in-Electronics (K).pptx
Artificial-Intelligence-in-Electronics (K).pptx
 
Software and Systems Engineering Standards: Verification and Validation of Sy...
Software and Systems Engineering Standards: Verification and Validation of Sy...Software and Systems Engineering Standards: Verification and Validation of Sy...
Software and Systems Engineering Standards: Verification and Validation of Sy...
 
What are the advantages and disadvantages of membrane structures.pptx
What are the advantages and disadvantages of membrane structures.pptxWhat are the advantages and disadvantages of membrane structures.pptx
What are the advantages and disadvantages of membrane structures.pptx
 

CORSO SMORZATORI_LEZ 2_31-05-2023.pdf