ANALYSIS OF PRODUCTION PERFORMANCE OF TAMILNADU NEWSPRINT AND PAPERS LTD – C...Editor IJCATR
Every day, Tamilnadu Newsprint and Papers Ltd managers must make decisions about Production delivery without
knowing what will happen in the future. Forecasts enable them to anticipate the future and plan, many forecasting methods are
available to Tamilnadu Newsprint and Papers Ltd managers for planning, to estimate future demand or any other issues at hand.
However, for any type of forecast to bring about later success, it must follow a step-by-step process comprising five major steps: 1)
goal of the forecast and the identification of resources for conducting it; 2) time horizon; 3) selection of a forecasting technique; 4)
conducting and completing the forecast; and 5) monitoring the accuracy of the forecast. Accordingly Linear Regression method is a
widely used to predict this kind of demand. In this paper, we forecast the Production of Papers in TamilNadu Newsprint and Papers
Ltd from the past 15 years of Production using the Linear Regression method
Basic Concepts, Components of time series. The trend, Fitting of trend by least square method and moving average method, uses of time series in business.
Probabilistic Analysis of an Evaporator of a Desalination Plant with Priority...Waqas Tariq
The paper presents a probabilistic analysis of an evaporator of a desalination plant. Multi stage flash desalination process is being used for water purification. The desalination plant operates round the clock with seven evaporators and during normal operation; six of these evaporators will be in service while one is under maintenance and works as standby. Any major failure/annual maintenance brings the evaporator to a complete halt and stops the water production. The priority is given to repair over maintenance. For the present analysis, seven years maintenance data has been extracted from the operations and maintenance reports of the plant.Measures of the plant effectiveness have been obtained probabilistically. Semi-Markov processes and regenerative point techniques are used in the entire analysis.
Economics
Curve Fitting
macroeconomics
Curve fitting helps in capturing the trend in the data by assigning a single function
across the entire range.
If the functional relationship between the two quantities being graphed is known to be
within additive or multiplicative constants, it is common practice to transform the data in
such a way that the resulting line is a straight line.(by plotting) A process of quantitatively
estimating the trend of the outcomes, also known as regression or curve fitting, therefore
becomes necessary.
For a series of data, curve fitting is used to find the best fit curve. The produced equation is
used to find points anywhere along the curve. It also uses interpolation (exact fit to the data)
and smoothing.
Some people also refer it as regression analysis instead of curve fitting. The curve fitting
process fits equations of approximating curves to the raw field data. Nevertheless, for a
given set of data, the fitting curves of a given type are generally NOT unique.
Smoothing of the curve eliminates components like seasonal, cyclical and random
variations. Thus, a curve with a minimal deviation from all data points is desired. This
best-fitting curve can be obtained by the method of least squares.
What is curve fitting Curve fitting?
Curve fitting is the process of constructing a curve, or mathematical functions, which possess closest
proximity to the series of data. By the curve fitting we can mathematically construct the functional
relationship between the observed fact and parameter values, etc. It is highly effective in mathematical
modelling some natural processes.
What is a fitting model?
A fit model (sometimes fitting model) is a person who is used by a fashion designer or
clothing manufacturer to check the fit, drape and visual appearance of a design on a
'real' human being, effectively acting as a live mannequin.
What is a model fit statistics?
The goodness of fit of a statistical model describes how well it fits a set of
observations. Measures of goodness of fit typically summarize the discrepancy
between observed values and the values expected under the model in question.
What is a commercial model?
Commercial modeling is a more generalized type of modeling. There are high
fashion models, and then there are commercial models. ... They can model for
television, commercials, websites, magazines, newspapers, billboards and any other
type of advertisement. Most people who tell you they are models are “commercial”
models.
What is the exponential growth curve?
Growth of a system in which the amount being added to the system is proportional to the
amount already present: the bigger the system is, the greater the increase. ( See geometric
progression.) Note : In everyday speech, exponential growth means runaway expansion, such
as in population growth.
Why is population exponential?
Exponential population growth: When resources are unlimited, populations
exhibit exponential growth, resulting in a J-shaped curve.
3.3 Rates of Change and Behavior of Graphssmiller5
* Find the average rate of change of a function.
* Use a graph to determine where a function is increasing, decreasing, or constant.
* Use a graph to locate local maxima and local minima.
* Use a graph to locate the absolute maximum and absolute minimum.
Model Attribute Check Company Auto PropertyCeline George
In Odoo, the multi-company feature allows you to manage multiple companies within a single Odoo database instance. Each company can have its own configurations while still sharing common resources such as products, customers, and suppliers.
Embracing GenAI - A Strategic ImperativePeter Windle
Artificial Intelligence (AI) technologies such as Generative AI, Image Generators and Large Language Models have had a dramatic impact on teaching, learning and assessment over the past 18 months. The most immediate threat AI posed was to Academic Integrity with Higher Education Institutes (HEIs) focusing their efforts on combating the use of GenAI in assessment. Guidelines were developed for staff and students, policies put in place too. Innovative educators have forged paths in the use of Generative AI for teaching, learning and assessments leading to pockets of transformation springing up across HEIs, often with little or no top-down guidance, support or direction.
This Gasta posits a strategic approach to integrating AI into HEIs to prepare staff, students and the curriculum for an evolving world and workplace. We will highlight the advantages of working with these technologies beyond the realm of teaching, learning and assessment by considering prompt engineering skills, industry impact, curriculum changes, and the need for staff upskilling. In contrast, not engaging strategically with Generative AI poses risks, including falling behind peers, missed opportunities and failing to ensure our graduates remain employable. The rapid evolution of AI technologies necessitates a proactive and strategic approach if we are to remain relevant.
More Related Content
Similar to 2. derivaties and application of derivaties
ANALYSIS OF PRODUCTION PERFORMANCE OF TAMILNADU NEWSPRINT AND PAPERS LTD – C...Editor IJCATR
Every day, Tamilnadu Newsprint and Papers Ltd managers must make decisions about Production delivery without
knowing what will happen in the future. Forecasts enable them to anticipate the future and plan, many forecasting methods are
available to Tamilnadu Newsprint and Papers Ltd managers for planning, to estimate future demand or any other issues at hand.
However, for any type of forecast to bring about later success, it must follow a step-by-step process comprising five major steps: 1)
goal of the forecast and the identification of resources for conducting it; 2) time horizon; 3) selection of a forecasting technique; 4)
conducting and completing the forecast; and 5) monitoring the accuracy of the forecast. Accordingly Linear Regression method is a
widely used to predict this kind of demand. In this paper, we forecast the Production of Papers in TamilNadu Newsprint and Papers
Ltd from the past 15 years of Production using the Linear Regression method
Basic Concepts, Components of time series. The trend, Fitting of trend by least square method and moving average method, uses of time series in business.
Probabilistic Analysis of an Evaporator of a Desalination Plant with Priority...Waqas Tariq
The paper presents a probabilistic analysis of an evaporator of a desalination plant. Multi stage flash desalination process is being used for water purification. The desalination plant operates round the clock with seven evaporators and during normal operation; six of these evaporators will be in service while one is under maintenance and works as standby. Any major failure/annual maintenance brings the evaporator to a complete halt and stops the water production. The priority is given to repair over maintenance. For the present analysis, seven years maintenance data has been extracted from the operations and maintenance reports of the plant.Measures of the plant effectiveness have been obtained probabilistically. Semi-Markov processes and regenerative point techniques are used in the entire analysis.
Economics
Curve Fitting
macroeconomics
Curve fitting helps in capturing the trend in the data by assigning a single function
across the entire range.
If the functional relationship between the two quantities being graphed is known to be
within additive or multiplicative constants, it is common practice to transform the data in
such a way that the resulting line is a straight line.(by plotting) A process of quantitatively
estimating the trend of the outcomes, also known as regression or curve fitting, therefore
becomes necessary.
For a series of data, curve fitting is used to find the best fit curve. The produced equation is
used to find points anywhere along the curve. It also uses interpolation (exact fit to the data)
and smoothing.
Some people also refer it as regression analysis instead of curve fitting. The curve fitting
process fits equations of approximating curves to the raw field data. Nevertheless, for a
given set of data, the fitting curves of a given type are generally NOT unique.
Smoothing of the curve eliminates components like seasonal, cyclical and random
variations. Thus, a curve with a minimal deviation from all data points is desired. This
best-fitting curve can be obtained by the method of least squares.
What is curve fitting Curve fitting?
Curve fitting is the process of constructing a curve, or mathematical functions, which possess closest
proximity to the series of data. By the curve fitting we can mathematically construct the functional
relationship between the observed fact and parameter values, etc. It is highly effective in mathematical
modelling some natural processes.
What is a fitting model?
A fit model (sometimes fitting model) is a person who is used by a fashion designer or
clothing manufacturer to check the fit, drape and visual appearance of a design on a
'real' human being, effectively acting as a live mannequin.
What is a model fit statistics?
The goodness of fit of a statistical model describes how well it fits a set of
observations. Measures of goodness of fit typically summarize the discrepancy
between observed values and the values expected under the model in question.
What is a commercial model?
Commercial modeling is a more generalized type of modeling. There are high
fashion models, and then there are commercial models. ... They can model for
television, commercials, websites, magazines, newspapers, billboards and any other
type of advertisement. Most people who tell you they are models are “commercial”
models.
What is the exponential growth curve?
Growth of a system in which the amount being added to the system is proportional to the
amount already present: the bigger the system is, the greater the increase. ( See geometric
progression.) Note : In everyday speech, exponential growth means runaway expansion, such
as in population growth.
Why is population exponential?
Exponential population growth: When resources are unlimited, populations
exhibit exponential growth, resulting in a J-shaped curve.
3.3 Rates of Change and Behavior of Graphssmiller5
* Find the average rate of change of a function.
* Use a graph to determine where a function is increasing, decreasing, or constant.
* Use a graph to locate local maxima and local minima.
* Use a graph to locate the absolute maximum and absolute minimum.
Similar to 2. derivaties and application of derivaties (20)
Model Attribute Check Company Auto PropertyCeline George
In Odoo, the multi-company feature allows you to manage multiple companies within a single Odoo database instance. Each company can have its own configurations while still sharing common resources such as products, customers, and suppliers.
Embracing GenAI - A Strategic ImperativePeter Windle
Artificial Intelligence (AI) technologies such as Generative AI, Image Generators and Large Language Models have had a dramatic impact on teaching, learning and assessment over the past 18 months. The most immediate threat AI posed was to Academic Integrity with Higher Education Institutes (HEIs) focusing their efforts on combating the use of GenAI in assessment. Guidelines were developed for staff and students, policies put in place too. Innovative educators have forged paths in the use of Generative AI for teaching, learning and assessments leading to pockets of transformation springing up across HEIs, often with little or no top-down guidance, support or direction.
This Gasta posits a strategic approach to integrating AI into HEIs to prepare staff, students and the curriculum for an evolving world and workplace. We will highlight the advantages of working with these technologies beyond the realm of teaching, learning and assessment by considering prompt engineering skills, industry impact, curriculum changes, and the need for staff upskilling. In contrast, not engaging strategically with Generative AI poses risks, including falling behind peers, missed opportunities and failing to ensure our graduates remain employable. The rapid evolution of AI technologies necessitates a proactive and strategic approach if we are to remain relevant.
Synthetic Fiber Construction in lab .pptxPavel ( NSTU)
Synthetic fiber production is a fascinating and complex field that blends chemistry, engineering, and environmental science. By understanding these aspects, students can gain a comprehensive view of synthetic fiber production, its impact on society and the environment, and the potential for future innovations. Synthetic fibers play a crucial role in modern society, impacting various aspects of daily life, industry, and the environment. ynthetic fibers are integral to modern life, offering a range of benefits from cost-effectiveness and versatility to innovative applications and performance characteristics. While they pose environmental challenges, ongoing research and development aim to create more sustainable and eco-friendly alternatives. Understanding the importance of synthetic fibers helps in appreciating their role in the economy, industry, and daily life, while also emphasizing the need for sustainable practices and innovation.
Operation “Blue Star” is the only event in the history of Independent India where the state went into war with its own people. Even after about 40 years it is not clear if it was culmination of states anger over people of the region, a political game of power or start of dictatorial chapter in the democratic setup.
The people of Punjab felt alienated from main stream due to denial of their just demands during a long democratic struggle since independence. As it happen all over the word, it led to militant struggle with great loss of lives of military, police and civilian personnel. Killing of Indira Gandhi and massacre of innocent Sikhs in Delhi and other India cities was also associated with this movement.
Unit 8 - Information and Communication Technology (Paper I).pdfThiyagu K
This slides describes the basic concepts of ICT, basics of Email, Emerging Technology and Digital Initiatives in Education. This presentations aligns with the UGC Paper I syllabus.
How to Make a Field invisible in Odoo 17Celine George
It is possible to hide or invisible some fields in odoo. Commonly using “invisible” attribute in the field definition to invisible the fields. This slide will show how to make a field invisible in odoo 17.
The Roman Empire A Historical Colossus.pdfkaushalkr1407
The Roman Empire, a vast and enduring power, stands as one of history's most remarkable civilizations, leaving an indelible imprint on the world. It emerged from the Roman Republic, transitioning into an imperial powerhouse under the leadership of Augustus Caesar in 27 BCE. This transformation marked the beginning of an era defined by unprecedented territorial expansion, architectural marvels, and profound cultural influence.
The empire's roots lie in the city of Rome, founded, according to legend, by Romulus in 753 BCE. Over centuries, Rome evolved from a small settlement to a formidable republic, characterized by a complex political system with elected officials and checks on power. However, internal strife, class conflicts, and military ambitions paved the way for the end of the Republic. Julius Caesar’s dictatorship and subsequent assassination in 44 BCE created a power vacuum, leading to a civil war. Octavian, later Augustus, emerged victorious, heralding the Roman Empire’s birth.
Under Augustus, the empire experienced the Pax Romana, a 200-year period of relative peace and stability. Augustus reformed the military, established efficient administrative systems, and initiated grand construction projects. The empire's borders expanded, encompassing territories from Britain to Egypt and from Spain to the Euphrates. Roman legions, renowned for their discipline and engineering prowess, secured and maintained these vast territories, building roads, fortifications, and cities that facilitated control and integration.
The Roman Empire’s society was hierarchical, with a rigid class system. At the top were the patricians, wealthy elites who held significant political power. Below them were the plebeians, free citizens with limited political influence, and the vast numbers of slaves who formed the backbone of the economy. The family unit was central, governed by the paterfamilias, the male head who held absolute authority.
Culturally, the Romans were eclectic, absorbing and adapting elements from the civilizations they encountered, particularly the Greeks. Roman art, literature, and philosophy reflected this synthesis, creating a rich cultural tapestry. Latin, the Roman language, became the lingua franca of the Western world, influencing numerous modern languages.
Roman architecture and engineering achievements were monumental. They perfected the arch, vault, and dome, constructing enduring structures like the Colosseum, Pantheon, and aqueducts. These engineering marvels not only showcased Roman ingenuity but also served practical purposes, from public entertainment to water supply.
Biological screening of herbal drugs: Introduction and Need for
Phyto-Pharmacological Screening, New Strategies for evaluating
Natural Products, In vitro evaluation techniques for Antioxidants, Antimicrobial and Anticancer drugs. In vivo evaluation techniques
for Anti-inflammatory, Antiulcer, Anticancer, Wound healing, Antidiabetic, Hepatoprotective, Cardio protective, Diuretics and
Antifertility, Toxicity studies as per OECD guidelines
Acetabularia Information For Class 9 .docxvaibhavrinwa19
Acetabularia acetabulum is a single-celled green alga that in its vegetative state is morphologically differentiated into a basal rhizoid and an axially elongated stalk, which bears whorls of branching hairs. The single diploid nucleus resides in the rhizoid.
The French Revolution, which began in 1789, was a period of radical social and political upheaval in France. It marked the decline of absolute monarchies, the rise of secular and democratic republics, and the eventual rise of Napoleon Bonaparte. This revolutionary period is crucial in understanding the transition from feudalism to modernity in Europe.
For more information, visit-www.vavaclasses.com
June 3, 2024 Anti-Semitism Letter Sent to MIT President Kornbluth and MIT Cor...Levi Shapiro
Letter from the Congress of the United States regarding Anti-Semitism sent June 3rd to MIT President Sally Kornbluth, MIT Corp Chair, Mark Gorenberg
Dear Dr. Kornbluth and Mr. Gorenberg,
The US House of Representatives is deeply concerned by ongoing and pervasive acts of antisemitic
harassment and intimidation at the Massachusetts Institute of Technology (MIT). Failing to act decisively to ensure a safe learning environment for all students would be a grave dereliction of your responsibilities as President of MIT and Chair of the MIT Corporation.
This Congress will not stand idly by and allow an environment hostile to Jewish students to persist. The House believes that your institution is in violation of Title VI of the Civil Rights Act, and the inability or
unwillingness to rectify this violation through action requires accountability.
Postsecondary education is a unique opportunity for students to learn and have their ideas and beliefs challenged. However, universities receiving hundreds of millions of federal funds annually have denied
students that opportunity and have been hijacked to become venues for the promotion of terrorism, antisemitic harassment and intimidation, unlawful encampments, and in some cases, assaults and riots.
The House of Representatives will not countenance the use of federal funds to indoctrinate students into hateful, antisemitic, anti-American supporters of terrorism. Investigations into campus antisemitism by the Committee on Education and the Workforce and the Committee on Ways and Means have been expanded into a Congress-wide probe across all relevant jurisdictions to address this national crisis. The undersigned Committees will conduct oversight into the use of federal funds at MIT and its learning environment under authorities granted to each Committee.
• The Committee on Education and the Workforce has been investigating your institution since December 7, 2023. The Committee has broad jurisdiction over postsecondary education, including its compliance with Title VI of the Civil Rights Act, campus safety concerns over disruptions to the learning environment, and the awarding of federal student aid under the Higher Education Act.
• The Committee on Oversight and Accountability is investigating the sources of funding and other support flowing to groups espousing pro-Hamas propaganda and engaged in antisemitic harassment and intimidation of students. The Committee on Oversight and Accountability is the principal oversight committee of the US House of Representatives and has broad authority to investigate “any matter” at “any time” under House Rule X.
• The Committee on Ways and Means has been investigating several universities since November 15, 2023, when the Committee held a hearing entitled From Ivory Towers to Dark Corners: Investigating the Nexus Between Antisemitism, Tax-Exempt Universities, and Terror Financing. The Committee followed the hearing with letters to those institutions on January 10, 202
1. B.Com First Year Math
Suraj – 7709685533
04/05/2018 Suraj - 7709685533 1
2. Derivatives of Standard Function
We have studied Constant Function , Power Function ,
Demand function , Revenue function ,cost Function
Y is dependent variable and depends on X
Y – Price X =Demand
Price change by 100 , Demand changes by 10
Rate of Change of Y with respect to X is called Derivatives
04/05/2018 Suraj - 7709685533 2
6. Derivatives of Standard Functions
1. If y=C where C is a fixed real number , then
𝑑𝑦
𝑑𝑥
= 0
y = 5 , y= 6 e.g Price constant of any product
1. If 𝑦 = 𝑥 𝑛 where n is a fixed real number then
𝑑𝑦
𝑑𝑥
= 𝑛𝑥 𝑛−1
𝑦 = 𝑥2 , 𝑦 = 𝑥6, 𝑦 = 𝑥8
1. If 𝑦 = 𝑒 𝑥 , then
𝑑𝑦
𝑑𝑥
= 𝑒 𝑥
04/05/2018 Suraj - 7709685533 6
7. 1. If 𝑦 = 𝑎 𝑥
where a is a fixed positive real numer like ( 1,2,3,4 )
𝑑𝑦
𝑑𝑥
= 𝑎 𝑥
𝑙𝑜𝑔𝑎
5. If 𝑦 = 𝑙𝑜𝑔𝑥 where x>0 , then
𝑑𝑦
𝑑𝑥
=
1
𝑥
6. If y= x
𝑑𝑦
𝑑𝑥
= 1
7. If𝑦 = 𝑥−
1
2 then
𝑑𝑦
𝑑𝑥
=
8. If𝑦 = 𝑥
1
2 then
𝑑𝑦
𝑑𝑥
=
Remark : when we write logx without specifically writing the base then
04/05/2018 Suraj - 7709685533 7
10. Significance of the sign of derivative
We shall now state two results without proofs
1. If f is a differentiable at x=a and f’(a)>0 then f is increasing at x=a
2. If f is a differentiable at x=a and f’(a)<0 then f is decreasing at x=a
04/05/2018 Suraj - 7709685533 10
11. Derivatives of Second order
• Let y= f(x) be a differentiable function of x
• Dy/dx = f’(x)
𝑦 = 𝑓 𝑥 = 𝑥2 + 𝑒3𝑥
𝑑𝑦
𝑑𝑥
= 𝑓′ 𝑥 = 2𝑥 + 3𝑒3𝑥
𝑑2 𝑦
𝑑2 𝑥
=𝑓′′ 𝑥 = 2 + 9𝑒3𝑥
Solve 𝑓 𝑥 = 𝑥3 − 9𝑥2 + 24𝑥 + 100
Find 𝑓′ 𝑥 𝑎𝑛𝑑 𝑓′′ 𝑥
04/05/2018 Suraj - 7709685533 11
12. Maxima and Minima
1. If f’(a) =0 and f’’(a) <0 , then f has a maximum at x= a
2. If f’(a) =0 and f’’(a) >0 , then f has a minimum at x= a
04/05/2018 Suraj - 7709685533 12
13. Applications of Derivatives to Economics
,commerce and Management
1. Marginal Cost Function
2. Marginal Revenue Function
3. Elasticity
04/05/2018 Suraj - 7709685533 13
14. Marginal Cost Function
• C is the Total cost of Function for producing x Units
• The rate of change of cost w.r.t the number of units produced is the
Marginal Cost and is denoted By MC
• The Marginal Cost is Given By
𝑑𝑐
𝑑𝑥
𝑀𝐶 =
𝑑𝑐
𝑑𝑥
• The rate of change of average cost w.r.t the number of units produced
is called Marginal Average Cost and is denoted By MAC
04/05/2018 Suraj - 7709685533 14
15. Marginal Revenue Function
• If D Units of a commodity are demanded then D is called Demand .
If P is the selling price of each unit and R is the total revenue then R=pD
R is called the total Revenue function
A relation Between p and D is called the Demand function
The Rate of Change of total revenue w.r.t the Demand is called Marginal
Revenue and is denoted by MR
𝑀𝑅 =
𝑑𝑅
𝑑𝐷
04/05/2018 Suraj - 7709685533 15
16. Elasticity
• Let D be the demand and p be the price .
• The quantity
−
𝑝
𝐷
dD
dp
is called the elasticity of demand w. r. t price and is denoted by 𝞰
04/05/2018 Suraj - 7709685533 16
17. Illustartion 12
• The cost of manufacturing x items of a product is given by 2𝑥2 +
3𝑥 +
10 . 𝐹𝑖𝑛𝑑 𝑡ℎ𝑒 𝑡𝑜𝑡𝑎𝑙 𝑐𝑜𝑠𝑡 , 𝑎𝑣𝑒𝑟𝑎𝑔𝑒 𝑐𝑜𝑠𝑡 , 𝑚𝑎𝑟𝑔𝑖𝑛𝑎𝑙 𝑐𝑜𝑠𝑡 𝑎𝑛𝑑 𝑡ℎ𝑒
marginal average cost if 10 items are manufactured .
04/05/2018 Suraj - 7709685533 17