This document presents an analysis of the binary quadratic Diophantine equation y^2 = 272x^2 + 16. It finds the integral solutions to this equation and explores some properties among the solutions. Several recurrence relations satisfied by the solutions are provided. It is shown that certain expressions involving the solutions represent cubical and biquadratic integers. Pythagorean triangles corresponding to some of the integral solutions are also obtained.
IRJET- On Binary Quadratic Equation 2x2-3y2=-4IRJET Journal
The document analyzes the binary quadratic Diophantine equation 432 22 - = - yx , which represents a hyperbola. It finds integer solutions for this equation and establishes recurrence relations among the solutions. It then uses the solutions to this equation to find solutions for other choices of hyperbolas, parabolas, and a Pythagorean triangle. Several interesting properties of the solutions are presented, including that they are all even integers and that certain expressions of the solutions represent nasty numbers or cubical integers.
IRJET- On the Pellian Like Equation 5x2-7y2=-8IRJET Journal
This document analyzes the binary quadratic equation 875 - 22 = -yx for its distinct integer solutions. Some key findings include:
1) The equation has an infinite number of integer solutions that can be generated recursively.
2) Interesting relationships are found among the solutions.
3) Knowing a solution to the original equation, solutions can be found for other hyperbolic and parabolic equations.
This document discusses solving quadratic equations by taking out common factors. It explains factorizing equations like 2x^2 + 12x + 9 by first finding the greatest common factor of the terms, which is 2x, and then dividing each term by this factor. It also addresses cases where taking out the common factor does not simplify the first term. Examples are provided of fully solving equations by setting the factored expression equal to 0 and solving for the variable. As class work, students are assigned problems on page 82 to practice these techniques, with an assessment problem listed as well.
This document discusses factorizing quadratic equations by taking out common factors. It considers cases where taking out the common factor does not simplify the first term of the equation. Some examples provided include factorizing equations like 1021xx^2 - 9123x + 20244 and 1081512x^2 - 10712x + 12.
IRJET- On the Homogeneous Ternary Quadratic Diophantine Equation 3(X+Y)2-2xy=...IRJET Journal
The document presents several integer solutions to the homogeneous ternary quadratic Diophantine equation (1223)zxyyx = - +. Four different patterns of solutions are shown, with the solutions expressed in terms of parameters a, b, A, B. For each pattern, the parameter values are determined that satisfy the equation. Properties of the solutions are also listed, showing relationships to polygonal numbers.
Formation of Triples Consist Some Special Numbers with Interesting PropertyIRJET Journal
The document discusses the discovery of triples of special numbers including centered pentagonal numbers, decagonal numbers, and others, where the sum of any two numbers in the triple is a perfect square. It presents two methods for finding such triples and provides examples of triples along with some interesting relationships among the numbers. The conclusion indicates that other triples and quadruples satisfying different properties could be sought using similar methods.
Integral Solutions of the Ternary Cubic Equation 3(x2+y2)-4xy+2(x+y+1)=972z3IRJET Journal
This document analyzes integral solutions to the ternary cubic equation 322
972)1(24)(3 zyxxyyx . Four patterns of non-zero integral solutions are presented and properties among the solutions are identified. The analysis involves substituting transformations of the variables and using factorization methods to obtain the solutions. Different choices for rewriting the constant 486 in terms of i are also discussed as ways to obtain additional patterns of solutions. In conclusion, searching for other patterns of solutions and their properties is suggested for further study of cubic Diophantine equations.
This document discusses statistical tests for comparing two independent sample means and two independent sample proportions. It provides steps and examples for conducting large sample z-tests to compare means and proportions. Specifically, it outlines how to test the null hypothesis that there is no difference between population means or proportions using a test statistic, p-value, and conclusion about whether to reject or fail to reject the null hypothesis. Examples are provided using data on time spent on housework by gender and opinions about gender roles over time.
IRJET- On Binary Quadratic Equation 2x2-3y2=-4IRJET Journal
The document analyzes the binary quadratic Diophantine equation 432 22 - = - yx , which represents a hyperbola. It finds integer solutions for this equation and establishes recurrence relations among the solutions. It then uses the solutions to this equation to find solutions for other choices of hyperbolas, parabolas, and a Pythagorean triangle. Several interesting properties of the solutions are presented, including that they are all even integers and that certain expressions of the solutions represent nasty numbers or cubical integers.
IRJET- On the Pellian Like Equation 5x2-7y2=-8IRJET Journal
This document analyzes the binary quadratic equation 875 - 22 = -yx for its distinct integer solutions. Some key findings include:
1) The equation has an infinite number of integer solutions that can be generated recursively.
2) Interesting relationships are found among the solutions.
3) Knowing a solution to the original equation, solutions can be found for other hyperbolic and parabolic equations.
This document discusses solving quadratic equations by taking out common factors. It explains factorizing equations like 2x^2 + 12x + 9 by first finding the greatest common factor of the terms, which is 2x, and then dividing each term by this factor. It also addresses cases where taking out the common factor does not simplify the first term. Examples are provided of fully solving equations by setting the factored expression equal to 0 and solving for the variable. As class work, students are assigned problems on page 82 to practice these techniques, with an assessment problem listed as well.
This document discusses factorizing quadratic equations by taking out common factors. It considers cases where taking out the common factor does not simplify the first term of the equation. Some examples provided include factorizing equations like 1021xx^2 - 9123x + 20244 and 1081512x^2 - 10712x + 12.
IRJET- On the Homogeneous Ternary Quadratic Diophantine Equation 3(X+Y)2-2xy=...IRJET Journal
The document presents several integer solutions to the homogeneous ternary quadratic Diophantine equation (1223)zxyyx = - +. Four different patterns of solutions are shown, with the solutions expressed in terms of parameters a, b, A, B. For each pattern, the parameter values are determined that satisfy the equation. Properties of the solutions are also listed, showing relationships to polygonal numbers.
Formation of Triples Consist Some Special Numbers with Interesting PropertyIRJET Journal
The document discusses the discovery of triples of special numbers including centered pentagonal numbers, decagonal numbers, and others, where the sum of any two numbers in the triple is a perfect square. It presents two methods for finding such triples and provides examples of triples along with some interesting relationships among the numbers. The conclusion indicates that other triples and quadruples satisfying different properties could be sought using similar methods.
Integral Solutions of the Ternary Cubic Equation 3(x2+y2)-4xy+2(x+y+1)=972z3IRJET Journal
This document analyzes integral solutions to the ternary cubic equation 322
972)1(24)(3 zyxxyyx . Four patterns of non-zero integral solutions are presented and properties among the solutions are identified. The analysis involves substituting transformations of the variables and using factorization methods to obtain the solutions. Different choices for rewriting the constant 486 in terms of i are also discussed as ways to obtain additional patterns of solutions. In conclusion, searching for other patterns of solutions and their properties is suggested for further study of cubic Diophantine equations.
This document discusses statistical tests for comparing two independent sample means and two independent sample proportions. It provides steps and examples for conducting large sample z-tests to compare means and proportions. Specifically, it outlines how to test the null hypothesis that there is no difference between population means or proportions using a test statistic, p-value, and conclusion about whether to reject or fail to reject the null hypothesis. Examples are provided using data on time spent on housework by gender and opinions about gender roles over time.
1. The document contains solutions and marking schemes for 6 math questions. It provides the step-by-step working to solve systems of equations, inverse matrices, and other math problems.
2. Matrices, inverse matrices, and systems of linear equations are used to solve for variables like x, y, m, n. Values for the variables are obtained after performing algebraic operations on the equations.
3. Marking schemes provide the number of marks awarded for various parts of the questions.
This document contains an activity on complex numbers and functions of a complex variable. The activity includes two problems. The first problem involves calculating the modulus of complex expressions. Various steps are shown to solve the expressions, including using binomial theorem to expand powers of complex numbers. The second problem expresses vectors representing complex numbers in the form a + ib. Steps are outlined to calculate the components from the vector properties like length and angle. Graphical representations of the complex numbers are also provided.
Many functions in nature are described as the rate of change of another function. The concept is called the derivative. Algebraically, the process of finding the derivative involves a limit of difference quotients.
Métodos directos para la solución de sistemas de ecuaciones linealesMileacre
This document discusses direct methods for solving systems of linear equations. It describes conventional methods like graphical methods, Cramer's rule, and elimination of unknowns that are suitable for small systems. It also covers techniques like Gauss-Jordan elimination and LU decomposition for solving larger systems. The document provides examples of how to use these various methods to solve sample systems of linear equations in 2-3 sentences or less.
IRJET- On the Positive Pell Equation Y2=35x2+29IRJET Journal
This document analyzes the positive Pell equation 2935 = 22 + xy for its non-zero integer solutions. It finds that the smallest positive solutions are x = 10 and y = 80. It then employs the related Pell equation 135 = 22 + xy to generate the general integer solutions to the original equation. Several interesting relations among the solutions are presented, and it is shown that certain expressions involving the solutions are nasty, cubical, or biquadratic integers.
The document describes the development of a contactless calliper that uses a laser pointer to determine properties of glass sheets without contact. It outlines the theoretical model, experiments conducted, and comparison of theory to experiments. Two experiments were conducted to measure the thickness and refractive index of glass sheets. The results found a refractive index of 1.53 with a margin of error of around 4.8% due to uncertainties in measurement of angles, distances, and refractive index.
Métodos directos para la solución de sistemas de ecuaciones linealesMileacre
This document discusses direct methods for solving systems of linear equations. It describes conventional methods like graphical methods, Cramer's rule, and elimination of unknowns that are suitable for small systems. It also covers techniques like Gaussian elimination and LU decomposition for solving larger systems. Gaussian elimination converts the systems into upper triangular form to solve for the unknowns, while LU decomposition rearranges the systems into products of lower and upper triangular matrices.
Métodos directos para la solución de sistemas de ecuaciones linealesMileacre
This document discusses direct methods for solving systems of linear equations. It describes conventional methods like graphical methods, Cramer's rule, and elimination of unknowns that are suitable for small systems. It also covers techniques like Gaussian elimination and LU decomposition for solving larger systems. Gaussian elimination converts the systems into upper triangular form to solve for the unknowns, while LU decomposition rearranges the systems into products of lower and upper triangular matrices.
Precalculus 6th edition blitzer test bankSullivan001
Precalculus 6th edition blitzer test bank
Download at: https://goo.gl/p98pWf
Precalculus
Robert F. Blitzer
Blitzer Precalculus
Blitzer College Algebra
6th Edition
Blitzer
5th Edition
Precalculus book by Robert Blitzer
The document provides notes on curve sketching from a Calculus I class at New York University. It includes announcements about an upcoming homework assignment and class, objectives of learning how to graph functions, and notes on techniques for curve sketching such as using the increasing/decreasing test and concavity test to determine properties of a function's graph. Examples are provided of graphing cubic and quartic functions as well as functions with absolute values.
Difference-in-differences is a widely used evaluation strategy that draws causal inference from observational panel data. Its causal identification relies on the assumption of parallel trends, which is scale-dependent and may be questionable in some applications. A common alternative is a regression model that adjusts for the lagged dependent variable, which rests on the assumption of ignorability conditional on past outcomes. In the context of linear models, Angrist and Pischke (2009) show that the difference-in-differences and lagged-dependent-variable regression estimates have a bracketing relationship. Namely, for a true positive effect, if ignorability is correct, then mistakenly assuming parallel trends will overestimate the effect; in contrast, if the parallel trends assumption is correct, then mistakenly assuming ignorability will underestimate the effect. We show that the same bracketing relationship holds in general nonparametric (model-free) settings. We also extend the result to semiparametric estimation based on inverse probability weighting.
1) The document contains several math equations including: an equation setting two polynomials equal to each other, an equation containing radicals and fractions, and an equation for a chemical reaction.
2) It also includes some arithmetic expressions such as multiplying and dividing radicals and fractions.
3) Standard operations like addition, subtraction, multiplication, division and radicals are used throughout the various mathematical expressions.
This document contains step-by-step solutions to various equations involving variables on one or both sides. The equations include integers, fractions, and variables with exponents. The solutions demonstrate techniques such as isolating the variable, using the distributive property, and rationalizing denominators.
The document discusses numerical methods for solving mathematical problems. It begins by defining numerical methods as algorithms used to obtain numerical solutions when an analytical solution does not exist or is difficult to obtain. It then provides the Navier-Stokes equations as an example of equations that require numerical methods to solve. The document concludes by discussing the importance of numerical accuracy and computation time for numerical methods.
The document discusses the bucket sort algorithm. Bucket sort works by distributing elements into buckets based on their range and then sorting the elements within each bucket. It has average case time complexity of O(n) when the number of buckets k is Θ(n). The document provides pseudocode for bucket sort and analyzes its worst case and average case time complexities. It also discusses potential improvements like using a more efficient sorting algorithm within each bucket.
Main aim of this article is the discussion of Univalent complex functions, Cap like complex functions, and star like complex functions, close-to-cap like complex functions.
This document provides steps for multiplying a binomial and a trinomial:
1) Make a table with the terms of each expression.
2) Multiply corresponding terms of the table.
3) Write the products in order from highest to lowest exponent.
4) Simplify by combining like terms.
Chebyshev Collocation Approach for a Continuous Formulation of Implicit Hybri...IOSR Journals
In this paper, an implicit one-step method for numerical solution of second order Initial Value
Problems of Ordinary Differential Equations has been developed by collocation and interpolation technique.
The one-step method was developed using Chebyshev polynomial as basis function and, the method was
augmented by the introduction of offstep points in order to bring about zero stability and upgrade the order of
consistency of the new method. An advantage of the derived continuous scheme is that it can produce several
outputs of solution at the off-grid points without requiring additional interpolation. Numerical examples are
presented to portray the applicability and the efficiency of the method.
IRJET- Observations on the Non-Homogeneous Binary Quadratic Equation 8x2-3y2=20IRJET Journal
This document analyzes the non-homogeneous binary quadratic equation 2038 22 = − yx , which represents a hyperbola. Integer solutions for this equation are obtained, along with relations between solutions. Some specific results include:
- The smallest positive integer solution is (16, 26)
- Recurrence relations are derived relating the integer solutions
- Certain expressions involving the solutions are shown to be "nasty", cubic, or biquadratic integers
Observations on Ternary Quadratic Equation z2 = 82x2 +y2IRJET Journal
This document analyzes the ternary quadratic equation z2 = 82x2 + y2 for its non-zero distinct integer solutions. Four different patterns of solutions are presented. Notable observations include some solutions being related to polygonal numbers, octahedral numbers, and four dimensional figurate numbers. Specific relations are shown between the solutions and expressions representing "nasty numbers". The analysis finds multiple parametric representations of solutions to the given equation.
IRJET- A Study on the Homogeneous Cone x2 + 7y2 = 23z2IRJET Journal
This document analyzes the ternary quadratic Diophantine equation 222
237 zyx , which represents a homogeneous cone. Several methods are presented to find non-zero distinct integral solutions to the equation. Method I involves writing the equation as a ratio and solving a system of double equations. Method II uses factorization and representing constants as sums of squares. Method III is similar to Method II but uses a different representation of 1. Method IV introduces linear transformations to transform the equation into an equivalent form. Each method yields different sets of integer solutions along with interesting properties between the solutions and special polygonal numbers.
1. The document contains solutions and marking schemes for 6 math questions. It provides the step-by-step working to solve systems of equations, inverse matrices, and other math problems.
2. Matrices, inverse matrices, and systems of linear equations are used to solve for variables like x, y, m, n. Values for the variables are obtained after performing algebraic operations on the equations.
3. Marking schemes provide the number of marks awarded for various parts of the questions.
This document contains an activity on complex numbers and functions of a complex variable. The activity includes two problems. The first problem involves calculating the modulus of complex expressions. Various steps are shown to solve the expressions, including using binomial theorem to expand powers of complex numbers. The second problem expresses vectors representing complex numbers in the form a + ib. Steps are outlined to calculate the components from the vector properties like length and angle. Graphical representations of the complex numbers are also provided.
Many functions in nature are described as the rate of change of another function. The concept is called the derivative. Algebraically, the process of finding the derivative involves a limit of difference quotients.
Métodos directos para la solución de sistemas de ecuaciones linealesMileacre
This document discusses direct methods for solving systems of linear equations. It describes conventional methods like graphical methods, Cramer's rule, and elimination of unknowns that are suitable for small systems. It also covers techniques like Gauss-Jordan elimination and LU decomposition for solving larger systems. The document provides examples of how to use these various methods to solve sample systems of linear equations in 2-3 sentences or less.
IRJET- On the Positive Pell Equation Y2=35x2+29IRJET Journal
This document analyzes the positive Pell equation 2935 = 22 + xy for its non-zero integer solutions. It finds that the smallest positive solutions are x = 10 and y = 80. It then employs the related Pell equation 135 = 22 + xy to generate the general integer solutions to the original equation. Several interesting relations among the solutions are presented, and it is shown that certain expressions involving the solutions are nasty, cubical, or biquadratic integers.
The document describes the development of a contactless calliper that uses a laser pointer to determine properties of glass sheets without contact. It outlines the theoretical model, experiments conducted, and comparison of theory to experiments. Two experiments were conducted to measure the thickness and refractive index of glass sheets. The results found a refractive index of 1.53 with a margin of error of around 4.8% due to uncertainties in measurement of angles, distances, and refractive index.
Métodos directos para la solución de sistemas de ecuaciones linealesMileacre
This document discusses direct methods for solving systems of linear equations. It describes conventional methods like graphical methods, Cramer's rule, and elimination of unknowns that are suitable for small systems. It also covers techniques like Gaussian elimination and LU decomposition for solving larger systems. Gaussian elimination converts the systems into upper triangular form to solve for the unknowns, while LU decomposition rearranges the systems into products of lower and upper triangular matrices.
Métodos directos para la solución de sistemas de ecuaciones linealesMileacre
This document discusses direct methods for solving systems of linear equations. It describes conventional methods like graphical methods, Cramer's rule, and elimination of unknowns that are suitable for small systems. It also covers techniques like Gaussian elimination and LU decomposition for solving larger systems. Gaussian elimination converts the systems into upper triangular form to solve for the unknowns, while LU decomposition rearranges the systems into products of lower and upper triangular matrices.
Precalculus 6th edition blitzer test bankSullivan001
Precalculus 6th edition blitzer test bank
Download at: https://goo.gl/p98pWf
Precalculus
Robert F. Blitzer
Blitzer Precalculus
Blitzer College Algebra
6th Edition
Blitzer
5th Edition
Precalculus book by Robert Blitzer
The document provides notes on curve sketching from a Calculus I class at New York University. It includes announcements about an upcoming homework assignment and class, objectives of learning how to graph functions, and notes on techniques for curve sketching such as using the increasing/decreasing test and concavity test to determine properties of a function's graph. Examples are provided of graphing cubic and quartic functions as well as functions with absolute values.
Difference-in-differences is a widely used evaluation strategy that draws causal inference from observational panel data. Its causal identification relies on the assumption of parallel trends, which is scale-dependent and may be questionable in some applications. A common alternative is a regression model that adjusts for the lagged dependent variable, which rests on the assumption of ignorability conditional on past outcomes. In the context of linear models, Angrist and Pischke (2009) show that the difference-in-differences and lagged-dependent-variable regression estimates have a bracketing relationship. Namely, for a true positive effect, if ignorability is correct, then mistakenly assuming parallel trends will overestimate the effect; in contrast, if the parallel trends assumption is correct, then mistakenly assuming ignorability will underestimate the effect. We show that the same bracketing relationship holds in general nonparametric (model-free) settings. We also extend the result to semiparametric estimation based on inverse probability weighting.
1) The document contains several math equations including: an equation setting two polynomials equal to each other, an equation containing radicals and fractions, and an equation for a chemical reaction.
2) It also includes some arithmetic expressions such as multiplying and dividing radicals and fractions.
3) Standard operations like addition, subtraction, multiplication, division and radicals are used throughout the various mathematical expressions.
This document contains step-by-step solutions to various equations involving variables on one or both sides. The equations include integers, fractions, and variables with exponents. The solutions demonstrate techniques such as isolating the variable, using the distributive property, and rationalizing denominators.
The document discusses numerical methods for solving mathematical problems. It begins by defining numerical methods as algorithms used to obtain numerical solutions when an analytical solution does not exist or is difficult to obtain. It then provides the Navier-Stokes equations as an example of equations that require numerical methods to solve. The document concludes by discussing the importance of numerical accuracy and computation time for numerical methods.
The document discusses the bucket sort algorithm. Bucket sort works by distributing elements into buckets based on their range and then sorting the elements within each bucket. It has average case time complexity of O(n) when the number of buckets k is Θ(n). The document provides pseudocode for bucket sort and analyzes its worst case and average case time complexities. It also discusses potential improvements like using a more efficient sorting algorithm within each bucket.
Main aim of this article is the discussion of Univalent complex functions, Cap like complex functions, and star like complex functions, close-to-cap like complex functions.
This document provides steps for multiplying a binomial and a trinomial:
1) Make a table with the terms of each expression.
2) Multiply corresponding terms of the table.
3) Write the products in order from highest to lowest exponent.
4) Simplify by combining like terms.
Chebyshev Collocation Approach for a Continuous Formulation of Implicit Hybri...IOSR Journals
In this paper, an implicit one-step method for numerical solution of second order Initial Value
Problems of Ordinary Differential Equations has been developed by collocation and interpolation technique.
The one-step method was developed using Chebyshev polynomial as basis function and, the method was
augmented by the introduction of offstep points in order to bring about zero stability and upgrade the order of
consistency of the new method. An advantage of the derived continuous scheme is that it can produce several
outputs of solution at the off-grid points without requiring additional interpolation. Numerical examples are
presented to portray the applicability and the efficiency of the method.
IRJET- Observations on the Non-Homogeneous Binary Quadratic Equation 8x2-3y2=20IRJET Journal
This document analyzes the non-homogeneous binary quadratic equation 2038 22 = − yx , which represents a hyperbola. Integer solutions for this equation are obtained, along with relations between solutions. Some specific results include:
- The smallest positive integer solution is (16, 26)
- Recurrence relations are derived relating the integer solutions
- Certain expressions involving the solutions are shown to be "nasty", cubic, or biquadratic integers
Observations on Ternary Quadratic Equation z2 = 82x2 +y2IRJET Journal
This document analyzes the ternary quadratic equation z2 = 82x2 + y2 for its non-zero distinct integer solutions. Four different patterns of solutions are presented. Notable observations include some solutions being related to polygonal numbers, octahedral numbers, and four dimensional figurate numbers. Specific relations are shown between the solutions and expressions representing "nasty numbers". The analysis finds multiple parametric representations of solutions to the given equation.
IRJET- A Study on the Homogeneous Cone x2 + 7y2 = 23z2IRJET Journal
This document analyzes the ternary quadratic Diophantine equation 222
237 zyx , which represents a homogeneous cone. Several methods are presented to find non-zero distinct integral solutions to the equation. Method I involves writing the equation as a ratio and solving a system of double equations. Method II uses factorization and representing constants as sums of squares. Method III is similar to Method II but uses a different representation of 1. Method IV introduces linear transformations to transform the equation into an equivalent form. Each method yields different sets of integer solutions along with interesting properties between the solutions and special polygonal numbers.
1. The document analyzes the quadratic equation X2 + Y2 = 2Z2 - 62W2 for non-trivial distinct integral solutions.
2. Four patterns of solutions are presented, with the solutions expressed in terms of parameters like triangular numbers and polygonal numbers.
3. Interesting relationships between the solutions and special numbers are observed, such as some solutions being nasty numbers or one solution being the sum of another and a triangular number.
On the Exponential Diophantine EquationIRJET Journal
This document discusses solutions to the exponential Diophantine equation 2yxz=3+36, where x, y, and z are non-negative integers. It is shown that there are two solutions: (0,1,2) and (2,6,45). It also follows that (4,6,45) is a solution to the related equation 2yxz=3+6. The paper analyzes the equation through different cases of y and provides a proof of the solutions.
Finite Element Solution On Effects Of Viscous Dissipation & Diffusion Thermo ...IRJET Journal
This document presents a finite element solution to analyze the effects of viscous dissipation and diffusion thermo on an unsteady magnetohydrodynamic (MHD) flow past an impulsively started inclined oscillating plate with variable temperature and mass diffusion. The governing nonlinear partial differential equations describing the flow are non-dimensionalized and solved using the finite element method. The effects of various flow parameters on flow variables are discussed and results are analyzed graphically.
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology
A study on mhd boundary layer flow over a nonlinear stretching sheet using im...eSAT Journals
Abstract
The problem of the MHD boundary layer flow of an incompressible viscous fluid over a non-linear stretching sheet is discussed.
Using similarity transformation governing equations are transformed in to nonlinear ordinary differential equation. The Implicit finite
difference Keller box method is applied to find the numerical solution of nonlinear differential equation. Graphical results of fluid
velocity have been presented and discussed for the related parameters.
Keywords: MHD, boundary layer, nonlinear differential equations, and Keller box method
IRJET- Analysis of Heat Transfer from Rectangular Finned Surface using Shooti...IRJET Journal
This document analyzes heat transfer from rectangular finned surfaces using the shooting method. It presents numerical and analytical solutions for the temperature distribution and heat transfer rate of a rectangular fin. The shooting method converts the boundary value problem into an initial value problem by guessing the unknown boundary condition and solving the differential equation from the known initial point. Results show the temperature decreases along the length of the fin for both analytical and numerical solutions, though the numerical method predicts greater temperature loss. The guess value used in the numerical shooting method for a rectangular fin was -20.57672. In summary, this document examines solving a heat transfer problem for a rectangular fin numerically using the shooting method and compares it to an analytical solution.
Simple Comparison of Convergence of GeneralIterations and Effect of Variation...Komal Goyal
The document compares the convergence of Jungck-Ishikawa and Jungck-Noor iterative procedures for solving nonlinear equations. It presents 4 examples showing that the two procedures compute solutions in the same number of iterations when the parameters α, β, and γ are equal. Graphs demonstrate the effect of varying these parameters and the initial value x0 on the number of iterations needed for convergence. Both procedures consistently converge for the examples presented.
This document presents radix-2 algorithms for computing type-II discrete cosine transform (DCT) and discrete sine transform (DST) of length N=2^n (n≥2). The algorithms decompose the computation into even and odd indexed output sequences. The even outputs are computed from two transforms of length N/2. Recursive relations are used to efficiently compute the odd outputs from the even outputs and additional terms, requiring fewer operations than existing methods. Pseudocode and complexity analysis are provided to demonstrate the algorithms.
International Journal of Engineering Research and Applications (IJERA) is an open access online peer reviewed international journal that publishes research and review articles in the fields of Computer Science, Neural Networks, Electrical Engineering, Software Engineering, Information Technology, Mechanical Engineering, Chemical Engineering, Plastic Engineering, Food Technology, Textile Engineering, Nano Technology & science, Power Electronics, Electronics & Communication Engineering, Computational mathematics, Image processing, Civil Engineering, Structural Engineering, Environmental Engineering, VLSI Testing & Low Power VLSI Design etc.
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology
This paper discusses the modeling and vibration Analyses of a rotor having multiple disk supported
by a continuous shaft for the first three modes. Normal modes of constrained structures method is used to
develop the equations. First three modes of the beam-disk system are considered.
optimal solution method of integro-differential equaitions under laplace tran...INFOGAIN PUBLICATION
In this paper, Laplace Transform method is developed to solve partial Integro-differential equations. Partial Integro-differential equations (PIDE) occur naturally in various fields of science. Engineering and Social Science. We propose a max general form of linear PIDE with a convolution Kernal. We convert the proposed PIDE to an ordinary differential equation (ODE) using the LT method. We applying inverse LT as exact solution of the problems obtained. It is observed that the LT is a simple and reliable technique for solving such equations. The proposed model illustrated by numerical examples.
Mathematical Derivation of Annuity Interest Rate and its ApplicationWaqas Tariq
A fundamental task in business for investor or borrower is to know the interest rate of an annuity. In this type of problem, the size of each periodic payment(R), the term(n), and the amount(Sn) or the present value of the annuity(An) are usually given. However, a direct equation representing the Annuity Interest Rate(i) is not available, since an approximate value of the Annuity Interest Rate is obtained by interpolation method based on table showing (Sn/R) values. This paper emphasizes the real time computational problem for Annuity interest rate. It has therefore been important to derive an equation for computing the Annuity Interest rate. The evaluation of error analysis has been discussed. The new algorithm saved computational energy by approximately 99.9% than that of the tabulated one.
The document discusses various forecasting techniques including exponential smoothing, linear regression, and simulation. It provides examples of how to calculate forecasts using simple and double exponential smoothing as well as linear, parabolic, and multiple regression models. It also presents a simulation example to compare the costs of different maintenance policies for vacuum tubes in a machine.
Integral solutions of the ternary cubic equation eSAT Journals
Abstract Urban growth has resulted in increasing demand for energy primarily in form of electricity. With depleting energy resources, growing concern for promotion of alternative energy sources urban housing is going through a transition phase. There is a greater need for promotion of on-site microgeneration systems at community level to ensure a near zero sustainable domestic sector. The paper tries to define three major concerns that need to be addressed in ensuring near zero housing communities – the first being understanding the character of existing renewable energy strategies and promoting them in the context of changing housing typologies, second, identifying the need for development of hybrid energy generation systems in conjunction with renewable energy systems to balance energy demand at times of climatic inconsistencies, the third concern being the integration of on-site microgeneration infrastructure within the context of the built environment without altering the existing character and aesthetics. Keywords: Micro generation, Near Zero Housing Communities, Hybrid Energy Systems, Housing Typologies, Integrated Development
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology.
Similar to IRJET- On the Binary Quadratic Diophantine Equation Y2=272x2+16 (20)
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...IRJET Journal
1) The document discusses the Sungal Tunnel project in Jammu and Kashmir, India, which is being constructed using the New Austrian Tunneling Method (NATM).
2) NATM involves continuous monitoring during construction to adapt to changing ground conditions, and makes extensive use of shotcrete for temporary tunnel support.
3) The methodology section outlines the systematic geotechnical design process for tunnels according to Austrian guidelines, and describes the various steps of NATM tunnel construction including initial and secondary tunnel support.
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTUREIRJET Journal
This study examines the effect of response reduction factors (R factors) on reinforced concrete (RC) framed structures through nonlinear dynamic analysis. Three RC frame models with varying heights (4, 8, and 12 stories) were analyzed in ETABS software under different R factors ranging from 1 to 5. The results showed that displacement increased as the R factor decreased, indicating less linear behavior for lower R factors. Drift also decreased proportionally with increasing R factors from 1 to 5. Shear forces in the frames decreased with higher R factors. In general, R factors of 3 to 5 produced more satisfactory performance with less displacement and drift. The displacement variations between different building heights were consistent at different R factors. This study evaluated how R factors influence
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...IRJET Journal
This study compares the use of Stark Steel and TMT Steel as reinforcement materials in a two-way reinforced concrete slab. Mechanical testing is conducted to determine the tensile strength, yield strength, and other properties of each material. A two-way slab design adhering to codes and standards is executed with both materials. The performance is analyzed in terms of deflection, stability under loads, and displacement. Cost analyses accounting for material, durability, maintenance, and life cycle costs are also conducted. The findings provide insights into the economic and structural implications of each material for reinforcement selection and recommendations on the most suitable material based on the analysis.
Effect of Camber and Angles of Attack on Airfoil CharacteristicsIRJET Journal
This document discusses a study analyzing the effect of camber, position of camber, and angle of attack on the aerodynamic characteristics of airfoils. Sixteen modified asymmetric NACA airfoils were analyzed using computational fluid dynamics (CFD) by varying the camber, camber position, and angle of attack. The results showed the relationship between these parameters and the lift coefficient, drag coefficient, and lift to drag ratio. This provides insight into how changes in airfoil geometry impact aerodynamic performance.
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...IRJET Journal
This document reviews the progress and challenges of aluminum-based metal matrix composites (MMCs), focusing on their fabrication processes and applications. It discusses how various aluminum MMCs have been developed using reinforcements like borides, carbides, oxides, and nitrides to improve mechanical and wear properties. These composites have gained prominence for their lightweight, high-strength and corrosion resistance properties. The document also examines recent advancements in fabrication techniques for aluminum MMCs and their growing applications in industries such as aerospace and automotive. However, it notes that challenges remain around issues like improper mixing of reinforcements and reducing reinforcement agglomeration.
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...IRJET Journal
This document discusses research on using graph neural networks (GNNs) for dynamic optimization of public transportation networks in real-time. GNNs represent transit networks as graphs with nodes as stops and edges as connections. The GNN model aims to optimize networks using real-time data on vehicle locations, arrival times, and passenger loads. This helps increase mobility, decrease traffic, and improve efficiency. The system continuously trains and infers to adapt to changing transit conditions, providing decision support tools. While research has focused on performance, more work is needed on security, socio-economic impacts, contextual generalization of models, continuous learning approaches, and effective real-time visualization.
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...IRJET Journal
This document summarizes a research project that aims to compare the structural performance of conventional slab and grid slab systems in multi-story buildings using ETABS software. The study will analyze both symmetric and asymmetric building models under various loading conditions. Parameters like deflections, moments, shears, and stresses will be examined to evaluate the structural effectiveness of each slab type. The results will provide insights into the comparative behavior of conventional and grid slabs to help engineers and architects select appropriate slab systems based on building layouts and design requirements.
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...IRJET Journal
This document summarizes and reviews a research paper on the seismic response of reinforced concrete (RC) structures with plan and vertical irregularities, with and without infill walls. It discusses how infill walls can improve or reduce the seismic performance of RC buildings, depending on factors like wall layout, height distribution, connection to the frame, and relative stiffness of walls and frames. The reviewed research paper analyzes the behavior of infill walls, effects of vertical irregularities, and seismic performance of high-rise structures under linear static and dynamic analysis. It studies response characteristics like story drift, deflection and shear. The document also provides literature on similar research investigating the effects of infill walls, soft stories, plan irregularities, and different
This document provides a review of machine learning techniques used in Advanced Driver Assistance Systems (ADAS). It begins with an abstract that summarizes key applications of machine learning in ADAS, including object detection, recognition, and decision-making. The introduction discusses the integration of machine learning in ADAS and how it is transforming vehicle safety. The literature review then examines several research papers on topics like lightweight deep learning models for object detection and lane detection models using image processing. It concludes by discussing challenges and opportunities in the field, such as improving algorithm robustness and adaptability.
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...IRJET Journal
The document analyzes temperature and precipitation trends in Asosa District, Benishangul Gumuz Region, Ethiopia from 1993 to 2022 based on data from the local meteorological station. The results show:
1) The average maximum and minimum annual temperatures have generally decreased over time, with maximum temperatures decreasing by a factor of -0.0341 and minimum by -0.0152.
2) Mann-Kendall tests found the decreasing temperature trends to be statistically significant for annual maximum temperatures but not for annual minimum temperatures.
3) Annual precipitation in Asosa District showed a statistically significant increasing trend.
The conclusions recommend development planners account for rising summer precipitation and declining temperatures in
P.E.B. Framed Structure Design and Analysis Using STAAD ProIRJET Journal
This document discusses the design and analysis of pre-engineered building (PEB) framed structures using STAAD Pro software. It provides an overview of PEBs, including that they are designed off-site with building trusses and beams produced in a factory. STAAD Pro is identified as a key tool for modeling, analyzing, and designing PEBs to ensure their performance and safety under various load scenarios. The document outlines modeling structural parts in STAAD Pro, evaluating structural reactions, assigning loads, and following international design codes and standards. In summary, STAAD Pro is used to design and analyze PEB framed structures to ensure safety and code compliance.
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...IRJET Journal
This document provides a review of research on innovative fiber integration methods for reinforcing concrete structures. It discusses studies that have explored using carbon fiber reinforced polymer (CFRP) composites with recycled plastic aggregates to develop more sustainable strengthening techniques. It also examines using ultra-high performance fiber reinforced concrete to improve shear strength in beams. Additional topics covered include the dynamic responses of FRP-strengthened beams under static and impact loads, and the performance of preloaded CFRP-strengthened fiber reinforced concrete beams. The review highlights the potential of fiber composites to enable more sustainable and resilient construction practices.
Survey Paper on Cloud-Based Secured Healthcare SystemIRJET Journal
This document summarizes a survey on securing patient healthcare data in cloud-based systems. It discusses using technologies like facial recognition, smart cards, and cloud computing combined with strong encryption to securely store patient data. The survey found that healthcare professionals believe digitizing patient records and storing them in a centralized cloud system would improve access during emergencies and enable more efficient care compared to paper-based systems. However, ensuring privacy and security of patient data is paramount as healthcare incorporates these digital technologies.
Review on studies and research on widening of existing concrete bridgesIRJET Journal
This document summarizes several studies that have been conducted on widening existing concrete bridges. It describes a study from China that examined load distribution factors for a bridge widened with composite steel-concrete girders. It also outlines challenges and solutions for widening a bridge in the UAE, including replacing bearings and stitching the new and existing structures. Additionally, it discusses two bridge widening projects in New Zealand that involved adding precast beams and stitching to connect structures. Finally, safety measures and challenges for strengthening a historic bridge in Switzerland under live traffic are presented.
React based fullstack edtech web applicationIRJET Journal
The document describes the architecture of an educational technology web application built using the MERN stack. It discusses the frontend developed with ReactJS, backend with NodeJS and ExpressJS, and MongoDB database. The frontend provides dynamic user interfaces, while the backend offers APIs for authentication, course management, and other functions. MongoDB enables flexible data storage. The architecture aims to provide a scalable, responsive platform for online learning.
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...IRJET Journal
This paper proposes integrating Internet of Things (IoT) and blockchain technologies to help implement objectives of India's National Education Policy (NEP) in the education sector. The paper discusses how blockchain could be used for secure student data management, credential verification, and decentralized learning platforms. IoT devices could create smart classrooms, automate attendance tracking, and enable real-time monitoring. Blockchain would ensure integrity of exam processes and resource allocation, while smart contracts automate agreements. The paper argues this integration has potential to revolutionize education by making it more secure, transparent and efficient, in alignment with NEP goals. However, challenges like infrastructure needs, data privacy, and collaborative efforts are also discussed.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.IRJET Journal
This document provides a review of research on the performance of coconut fibre reinforced concrete. It summarizes several studies that tested different volume fractions and lengths of coconut fibres in concrete mixtures with varying compressive strengths. The studies found that coconut fibre improved properties like tensile strength, toughness, crack resistance, and spalling resistance compared to plain concrete. Volume fractions of 2-5% and fibre lengths of 20-50mm produced the best results. The document concludes that using a 4-5% volume fraction of coconut fibres 30-40mm in length with M30-M60 grade concrete would provide benefits based on previous research.
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...IRJET Journal
The document discusses optimizing business management processes through automation using Microsoft Power Automate and artificial intelligence. It provides an overview of Power Automate's key components and features for automating workflows across various apps and services. The document then presents several scenarios applying automation solutions to common business processes like data entry, monitoring, HR, finance, customer support, and more. It estimates the potential time and cost savings from implementing automation for each scenario. Finally, the conclusion emphasizes the transformative impact of AI and automation tools on business processes and the need for ongoing optimization.
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignIRJET Journal
The document describes the seismic design of a G+5 steel building frame located in Roorkee, India according to Indian codes IS 1893-2002 and IS 800. The frame was analyzed using the equivalent static load method and response spectrum method, and its response in terms of displacements and shear forces were compared. Based on the analysis, the frame was designed as a seismic-resistant steel structure according to IS 800:2007. The software STAAD Pro was used for the analysis and design.
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...IRJET Journal
This research paper explores using plastic waste as a sustainable and cost-effective construction material. The study focuses on manufacturing pavers and bricks using recycled plastic and partially replacing concrete with plastic alternatives. Initial results found that pavers and bricks made from recycled plastic demonstrate comparable strength and durability to traditional materials while providing environmental and cost benefits. Additionally, preliminary research indicates incorporating plastic waste as a partial concrete replacement significantly reduces construction costs without compromising structural integrity. The outcomes suggest adopting plastic waste in construction can address plastic pollution while optimizing costs, promoting more sustainable building practices.
Literature Review Basics and Understanding Reference Management.pptxDr Ramhari Poudyal
Three-day training on academic research focuses on analytical tools at United Technical College, supported by the University Grant Commission, Nepal. 24-26 May 2024
A SYSTEMATIC RISK ASSESSMENT APPROACH FOR SECURING THE SMART IRRIGATION SYSTEMSIJNSA Journal
The smart irrigation system represents an innovative approach to optimize water usage in agricultural and landscaping practices. The integration of cutting-edge technologies, including sensors, actuators, and data analysis, empowers this system to provide accurate monitoring and control of irrigation processes by leveraging real-time environmental conditions. The main objective of a smart irrigation system is to optimize water efficiency, minimize expenses, and foster the adoption of sustainable water management methods. This paper conducts a systematic risk assessment by exploring the key components/assets and their functionalities in the smart irrigation system. The crucial role of sensors in gathering data on soil moisture, weather patterns, and plant well-being is emphasized in this system. These sensors enable intelligent decision-making in irrigation scheduling and water distribution, leading to enhanced water efficiency and sustainable water management practices. Actuators enable automated control of irrigation devices, ensuring precise and targeted water delivery to plants. Additionally, the paper addresses the potential threat and vulnerabilities associated with smart irrigation systems. It discusses limitations of the system, such as power constraints and computational capabilities, and calculates the potential security risks. The paper suggests possible risk treatment methods for effective secure system operation. In conclusion, the paper emphasizes the significant benefits of implementing smart irrigation systems, including improved water conservation, increased crop yield, and reduced environmental impact. Additionally, based on the security analysis conducted, the paper recommends the implementation of countermeasures and security approaches to address vulnerabilities and ensure the integrity and reliability of the system. By incorporating these measures, smart irrigation technology can revolutionize water management practices in agriculture, promoting sustainability, resource efficiency, and safeguarding against potential security threats.
A review on techniques and modelling methodologies used for checking electrom...nooriasukmaningtyas
The proper function of the integrated circuit (IC) in an inhibiting electromagnetic environment has always been a serious concern throughout the decades of revolution in the world of electronics, from disjunct devices to today’s integrated circuit technology, where billions of transistors are combined on a single chip. The automotive industry and smart vehicles in particular, are confronting design issues such as being prone to electromagnetic interference (EMI). Electronic control devices calculate incorrect outputs because of EMI and sensors give misleading values which can prove fatal in case of automotives. In this paper, the authors have non exhaustively tried to review research work concerned with the investigation of EMI in ICs and prediction of this EMI using various modelling methodologies and measurement setups.
Embedded machine learning-based road conditions and driving behavior monitoringIJECEIAES
Car accident rates have increased in recent years, resulting in losses in human lives, properties, and other financial costs. An embedded machine learning-based system is developed to address this critical issue. The system can monitor road conditions, detect driving patterns, and identify aggressive driving behaviors. The system is based on neural networks trained on a comprehensive dataset of driving events, driving styles, and road conditions. The system effectively detects potential risks and helps mitigate the frequency and impact of accidents. The primary goal is to ensure the safety of drivers and vehicles. Collecting data involved gathering information on three key road events: normal street and normal drive, speed bumps, circular yellow speed bumps, and three aggressive driving actions: sudden start, sudden stop, and sudden entry. The gathered data is processed and analyzed using a machine learning system designed for limited power and memory devices. The developed system resulted in 91.9% accuracy, 93.6% precision, and 92% recall. The achieved inference time on an Arduino Nano 33 BLE Sense with a 32-bit CPU running at 64 MHz is 34 ms and requires 2.6 kB peak RAM and 139.9 kB program flash memory, making it suitable for resource-constrained embedded systems.
TIME DIVISION MULTIPLEXING TECHNIQUE FOR COMMUNICATION SYSTEMHODECEDSIET
Time Division Multiplexing (TDM) is a method of transmitting multiple signals over a single communication channel by dividing the signal into many segments, each having a very short duration of time. These time slots are then allocated to different data streams, allowing multiple signals to share the same transmission medium efficiently. TDM is widely used in telecommunications and data communication systems.
### How TDM Works
1. **Time Slots Allocation**: The core principle of TDM is to assign distinct time slots to each signal. During each time slot, the respective signal is transmitted, and then the process repeats cyclically. For example, if there are four signals to be transmitted, the TDM cycle will divide time into four slots, each assigned to one signal.
2. **Synchronization**: Synchronization is crucial in TDM systems to ensure that the signals are correctly aligned with their respective time slots. Both the transmitter and receiver must be synchronized to avoid any overlap or loss of data. This synchronization is typically maintained by a clock signal that ensures time slots are accurately aligned.
3. **Frame Structure**: TDM data is organized into frames, where each frame consists of a set of time slots. Each frame is repeated at regular intervals, ensuring continuous transmission of data streams. The frame structure helps in managing the data streams and maintaining the synchronization between the transmitter and receiver.
4. **Multiplexer and Demultiplexer**: At the transmitting end, a multiplexer combines multiple input signals into a single composite signal by assigning each signal to a specific time slot. At the receiving end, a demultiplexer separates the composite signal back into individual signals based on their respective time slots.
### Types of TDM
1. **Synchronous TDM**: In synchronous TDM, time slots are pre-assigned to each signal, regardless of whether the signal has data to transmit or not. This can lead to inefficiencies if some time slots remain empty due to the absence of data.
2. **Asynchronous TDM (or Statistical TDM)**: Asynchronous TDM addresses the inefficiencies of synchronous TDM by allocating time slots dynamically based on the presence of data. Time slots are assigned only when there is data to transmit, which optimizes the use of the communication channel.
### Applications of TDM
- **Telecommunications**: TDM is extensively used in telecommunication systems, such as in T1 and E1 lines, where multiple telephone calls are transmitted over a single line by assigning each call to a specific time slot.
- **Digital Audio and Video Broadcasting**: TDM is used in broadcasting systems to transmit multiple audio or video streams over a single channel, ensuring efficient use of bandwidth.
- **Computer Networks**: TDM is used in network protocols and systems to manage the transmission of data from multiple sources over a single network medium.
### Advantages of TDM
- **Efficient Use of Bandwidth**: TDM all
Batteries -Introduction – Types of Batteries – discharging and charging of battery - characteristics of battery –battery rating- various tests on battery- – Primary battery: silver button cell- Secondary battery :Ni-Cd battery-modern battery: lithium ion battery-maintenance of batteries-choices of batteries for electric vehicle applications.
Fuel Cells: Introduction- importance and classification of fuel cells - description, principle, components, applications of fuel cells: H2-O2 fuel cell, alkaline fuel cell, molten carbonate fuel cell and direct methanol fuel cells.
Using recycled concrete aggregates (RCA) for pavements is crucial to achieving sustainability. Implementing RCA for new pavement can minimize carbon footprint, conserve natural resources, reduce harmful emissions, and lower life cycle costs. Compared to natural aggregate (NA), RCA pavement has fewer comprehensive studies and sustainability assessments.
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODELgerogepatton
As digital technology becomes more deeply embedded in power systems, protecting the communication
networks of Smart Grids (SG) has emerged as a critical concern. Distributed Network Protocol 3 (DNP3)
represents a multi-tiered application layer protocol extensively utilized in Supervisory Control and Data
Acquisition (SCADA)-based smart grids to facilitate real-time data gathering and control functionalities.
Robust Intrusion Detection Systems (IDS) are necessary for early threat detection and mitigation because
of the interconnection of these networks, which makes them vulnerable to a variety of cyberattacks. To
solve this issue, this paper develops a hybrid Deep Learning (DL) model specifically designed for intrusion
detection in smart grids. The proposed approach is a combination of the Convolutional Neural Network
(CNN) and the Long-Short-Term Memory algorithms (LSTM). We employed a recent intrusion detection
dataset (DNP3), which focuses on unauthorized commands and Denial of Service (DoS) cyberattacks, to
train and test our model. The results of our experiments show that our CNN-LSTM method is much better
at finding smart grid intrusions than other deep learning algorithms used for classification. In addition,
our proposed approach improves accuracy, precision, recall, and F1 score, achieving a high detection
accuracy rate of 99.50%.
Electric vehicle and photovoltaic advanced roles in enhancing the financial p...IJECEIAES
Climate change's impact on the planet forced the United Nations and governments to promote green energies and electric transportation. The deployments of photovoltaic (PV) and electric vehicle (EV) systems gained stronger momentum due to their numerous advantages over fossil fuel types. The advantages go beyond sustainability to reach financial support and stability. The work in this paper introduces the hybrid system between PV and EV to support industrial and commercial plants. This paper covers the theoretical framework of the proposed hybrid system including the required equation to complete the cost analysis when PV and EV are present. In addition, the proposed design diagram which sets the priorities and requirements of the system is presented. The proposed approach allows setup to advance their power stability, especially during power outages. The presented information supports researchers and plant owners to complete the necessary analysis while promoting the deployment of clean energy. The result of a case study that represents a dairy milk farmer supports the theoretical works and highlights its advanced benefits to existing plants. The short return on investment of the proposed approach supports the paper's novelty approach for the sustainable electrical system. In addition, the proposed system allows for an isolated power setup without the need for a transmission line which enhances the safety of the electrical network