The document discusses various methods that rating agencies like Standard & Poor's use to assess risks in engineering, procurement, and construction (EPC) projects. These include categorizing six key risks; evaluating contracts, technology, competition, counterparties, legal structure, and financial risks; and using sensitivity analysis, scenario analysis, stress testing, break-even analysis, and Monte Carlo simulation with project finance models. The rating agencies analyze assumptions, residual risks, and how projects perform under different scenarios to evaluate their resilience to fluctuations.
Developing innovative new products and services is expensive and time-consuming. It is also extremely risky—most studies have indicated that the vast majority of development projects fail
Project Controls Expo 18th Nov 2014 - "Cost Estimate Risk Analysis: For Capit...Project Controls Expo
Once a project or a turnaround team has developed a cost estimate, they are usually required to assign an accuracy range to the estimate and calculate the contingency. Some teams take a simplistic view that if the design package has been developed to a certain standard or class, then the accuracy range can be assigned according to common rules of thumb. However, this route can bypass the requirement to calculate contingency, and it looks at only the “systemic” uncertainty in the estimate, while ignoring any “project specific” uncertainty and risk. In addition, copious evidence over the past 30 years shows that, if left unguided, teams are generally over-optimistic and hence under-estimate the contingency required and assign too tight an accuracy range. If we look at the common methodologies used by teams, there are a number of common misconceptions and errors that contribute to this under-estimation.
Developing innovative new products and services is expensive and time-consuming. It is also extremely risky—most studies have indicated that the vast majority of development projects fail
Project Controls Expo 18th Nov 2014 - "Cost Estimate Risk Analysis: For Capit...Project Controls Expo
Once a project or a turnaround team has developed a cost estimate, they are usually required to assign an accuracy range to the estimate and calculate the contingency. Some teams take a simplistic view that if the design package has been developed to a certain standard or class, then the accuracy range can be assigned according to common rules of thumb. However, this route can bypass the requirement to calculate contingency, and it looks at only the “systemic” uncertainty in the estimate, while ignoring any “project specific” uncertainty and risk. In addition, copious evidence over the past 30 years shows that, if left unguided, teams are generally over-optimistic and hence under-estimate the contingency required and assign too tight an accuracy range. If we look at the common methodologies used by teams, there are a number of common misconceptions and errors that contribute to this under-estimation.
Article, published on IJOnline, highlighting the importance of choosing the right model auditor, the risks of de-scoping the model audit, and how Navigant Consulting\'s is different and less risky.
Capital Adequacy Stress Tests: Pre-Provision Net Revenue and Scenario DesignCRISIL Limited
CRISIL Global Research & Analytics (GR&A) conducted a web-conference on March 26, 2014 on Capital Adequacy Stress Testing. The web-conference, attended by risk and stress testing practitioners from around the world, focused on why banks need risk models with greater integration across projections. It threw light on how Pre-Provision Net Revenue (PPNR) modelling specifically has assumed critical importance since the original stress tests by the US Federal Reserve following the 2008 economic crisis.
In this presentation I gave in the 3rd Edition: Advanced Model Validation Conference, I first introduced the regulatory expectation on model risk aggregation and the general industry practices, and then discussed the typical qualitative approach with key enhancement opportunities highlighted.
Discusses various risks involved in capital budgeting - useful to the students of under graduate, post graduate and professional course students in finance and management
A Stream of Construction Management which covers Time Value of Money and Equivalence of Alternatives by Various Methods also includes basic idea of Benefit to Cost Ratio.
Capital Rationing is the allocation of a finite quantity of a resource over different possible uses. Many firms use a form of capital rationing in formulating their new product development plans. Under capital rationing, the firm sets a fixed research and development budget (often some percentage of the previous year’s sales), and then uses a rank ordering of possible projects to determine which will be funded.
Article, published on IJOnline, highlighting the importance of choosing the right model auditor, the risks of de-scoping the model audit, and how Navigant Consulting\'s is different and less risky.
Capital Adequacy Stress Tests: Pre-Provision Net Revenue and Scenario DesignCRISIL Limited
CRISIL Global Research & Analytics (GR&A) conducted a web-conference on March 26, 2014 on Capital Adequacy Stress Testing. The web-conference, attended by risk and stress testing practitioners from around the world, focused on why banks need risk models with greater integration across projections. It threw light on how Pre-Provision Net Revenue (PPNR) modelling specifically has assumed critical importance since the original stress tests by the US Federal Reserve following the 2008 economic crisis.
In this presentation I gave in the 3rd Edition: Advanced Model Validation Conference, I first introduced the regulatory expectation on model risk aggregation and the general industry practices, and then discussed the typical qualitative approach with key enhancement opportunities highlighted.
Discusses various risks involved in capital budgeting - useful to the students of under graduate, post graduate and professional course students in finance and management
A Stream of Construction Management which covers Time Value of Money and Equivalence of Alternatives by Various Methods also includes basic idea of Benefit to Cost Ratio.
Capital Rationing is the allocation of a finite quantity of a resource over different possible uses. Many firms use a form of capital rationing in formulating their new product development plans. Under capital rationing, the firm sets a fixed research and development budget (often some percentage of the previous year’s sales), and then uses a rank ordering of possible projects to determine which will be funded.
Sapient Services specializes in Techno-Economic Viability (TEV), providing invaluable insights for businesses navigating technological initiatives. Our seasoned professionals conduct thorough analyses, considering costs, benefits, and risks to ensure the economic viability of technology projects. With a commitment to strategic decision-making, Sapient Services empowers businesses to align technological investments with financial goals. Trust us to guide your organization towards sound and economically viable technological solutions
Techno-Economic Viability (TEV) Study: Perks and ComponentsSapient Services
Unlock the insights of a TEV study with our comprehensive guide. Delve into key components like promoter rating, technical evaluation, market analysis, industry research, financial viability, and risk assessment. Elevate your understanding for informed decision-making. Read more on TEV studies at our blog.
Applications and Service Offering - BrochureSohail_farooq
BankingBook Analytics (BBA) specializes in design and development of best practice risk and capital management applications using Machine Learning and advanced statistical techniques.
Our clients include: banks, specialized lending institutions, credit unions, insurance companies and asset managers.
What You Really Need to Know about Commercial Real Estate UnderwritingColleen Beck-Domanico
Prudent real estate underwriting uses quantitative analysis. However, real estate math isn't just a black‐and‐white exercise, nor is it simple formula lending. Many qualitative judgments feed into your estimates of property cash flow, coverage, and value that come from quantitative analysis. Your analysis should be completed in the context of the qualitative credit risk assessment. Doing so will avoid over‐advancing on potentially weak property cash flow streams that will jeopardize repayment prospects and bank portfolio quality. This presentation looks at quantitative analysis and integrating qualitative factors; underwriting guidelines; regulatory guidance; and value and cash flow analyses.
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.
TOP 10 B TECH COLLEGES IN JAIPUR 2024.pptxnikitacareer3
Looking for the best engineering colleges in Jaipur for 2024?
Check out our list of the top 10 B.Tech colleges to help you make the right choice for your future career!
1) MNIT
2) MANIPAL UNIV
3) LNMIIT
4) NIMS UNIV
5) JECRC
6) VIVEKANANDA GLOBAL UNIV
7) BIT JAIPUR
8) APEX UNIV
9) AMITY UNIV.
10) JNU
TO KNOW MORE ABOUT COLLEGES, FEES AND PLACEMENT, WATCH THE FULL VIDEO GIVEN BELOW ON "TOP 10 B TECH COLLEGES IN JAIPUR"
https://www.youtube.com/watch?v=vSNje0MBh7g
VISIT CAREER MANTRA PORTAL TO KNOW MORE ABOUT COLLEGES/UNIVERSITITES in Jaipur:
https://careermantra.net/colleges/3378/Jaipur/b-tech
Get all the information you need to plan your next steps in your medical career with Career Mantra!
https://careermantra.net/
HEAP SORT ILLUSTRATED WITH HEAPIFY, BUILD HEAP FOR DYNAMIC ARRAYS.
Heap sort is a comparison-based sorting technique based on Binary Heap data structure. It is similar to the selection sort where we first find the minimum element and place the minimum element at the beginning. Repeat the same process for the remaining elements.
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
1. Risk Series
I+A Business Lifecycle
Risk
Project
Opportunities
Sales
Business
Model
Team
Competitors
Market
Profit Customer
Finance
Goals
Strategy
Performance
Management
2. ASSESSMENT OF RISKS IN EPC PROJECTS
STANDARD
& POOR´S
CATEGORIZATION
of SIX RISKS
I+A VALUE AT RISK SERIES
• S&P Categorization of Six risks.
• Evaluate project operational and financing contracts that, along with
the project´s physical plant, serve as the basis of the project enterprise;
• Assess the technology and performance of the project enterprise;
• Analyze the competitive position of the project;
• Determine the risk that counterparties present to the project enterprise;
• Appraise the project´s legal structure ; and
• Evaluate the financial risks that may affect forecast results.
By: Himadri Banerji, Ex CEO Reliance Energy / Brought to you by I+A
3. ASSESSMENT OF RISKS IN EPC PROJECTS
I+A VALUE AT RISK SERIES
RISK
ASSESSMENT
WITH PROJECT
FINANCE
MODELS
• METHODS OF RISK ASSESSMENT
• Using judgmental assessment
• Sensitivity Analysis
• Scenario Analysis
• Stress test Analysis
• Break – even Analysis
• Using mathematical Analysis
• Volatility
• Monte Carlo simulation
• Value at Risk
COST RISK MANAGEMENT
• Projects can either hedge supply risk, or
transfer it to an entity with the means
and willingness to assume the project´s
output price risk.
• The commodity supply markets in the
U.S and the U.K., are sufficiently liquid
to support credible risk management
strategies
• A sponsor may partially hedge its
natural supply price risk through fixed
price-volume contracts or derivative
products.
• The sponsor will demonstrate the ability
and experience to engage in these
complex risk management strategies.
By: Himadri Banerji, Ex CEO Reliance Energy / Brought to you by I+A
4. ASSESSMENT OF RISKS IN EPC PROJECTS
ANALYSIS OF
RESIDUAL
RISKS
I+A VALUE AT RISK SERIES
STANDARD & POOR`S ON ASSUMPTIONS
• The first analytical task is to
identify the project`s key drivers
of success that could adversely
affect cash flow for debt service if
the original project assumptions
prove wrong.
• Financial projections of project
finance power projects are
probably inherently skewed
toward successful results… hiding
the true technical and operating
risks inherent in many projects.
STANDARD & POOR`S ON ASSUMPTIONS
According to S&P, three potential problems with
assumptions include:
• To what extent do predictions about
the key drivers, made explicitly or
implicitly, rely on overly optimistic
plans and scenarios of success?
• Are predictions made symmetrically, in
that the downside performance is
considered as well as the upside?
• Have the forecasts neglected the statiscs
of the past, which, among other things,
could indicate a different scenario than
the one based only upon current trends
or conditions?
By: Himadri Banerji, Ex CEO Reliance Energy / Brought to you by I+A
5. ASSESSMENT OF RISKS IN EPC PROJECTS
THREE RISK
ANALYSIS
TECHNIQUES
WITH PROJECT
FINANCE
MODELS
I+A VALUE AT RISK SERIES
• Traditional methods of using a project finance model with expert judgement to
assess the risk include break-even analysis, scenario analysis and sensitivity
analysis:
• SENSITIVITY ANALYSIS
• Evaluates how the credit quality and value is affected by changing single
variables.
• SCENARIO ANALYSIS
• Measures the ability to service debt and generate cash flow under a
comprehensive set of assumptions for market prices, feedstock costs, plant
availability and other variables.
• BREAK – EVEN ANALYSIS
• Tests how much worse a variable can become before a default or non-payment
of debt occurs. Break-even analysis can be applied to the minimum debt service
coverage ratio or the amount of debt outstanding at the end of the life of a
project.
By: Himadri Banerji, Ex CEO Reliance Energy / Brought to you by I+A
6. ASSESSMENT OF RISKS IN EPC PROJECTS
SENSITIVITY
ANALYSIS
AND
SCENARIO
ANALYSIS
(REFERENCE)
I+A VALUE AT RISK SERIES
• SENSITIVITY ANALYSIS
• Simple sensitivities to potential
changes in power prices, project
availability, mechanical efficiency,
inflation, and O&M costs usually
sufficed to measure financial risk.
• Too simplistic and thus, may not
capture a project`s financial risk.
Because sensitivity analysis only test a
project`s response to one variable, it
ignores the multidimensional reality of
business and, therefore, may ignore the
full range of uncertainty.
• Still worse, sensitivity analysis may
elevate pinhole risks, and their usual
attendant dire consequences, to levels
that needlessly dominate the credit
analysis.
• SCENARIO ANALYSIS
• Scenario analysis collectively considers a
number of variables and their potential values
that a project could face through its debt
maturity. A good collection of project
scenarios, when placed into the project`s
financial model, will explore the various, and
sometimes complex, linkages and correlations
among variables, such as interest rates,
inflation, foreign exchange, product price, or
cost of production in some industries. Assess
the long – term drivers of profitability in the
project`s industry, as well as the specific
project, and identify the critical uncertainties.
• Develop several scenarios based on thoose
uncertainities, asses their relative likelihood
of occurrence, and then determine hw robust
or weak the project is under varying
economic and market conditions.
By: Himadri Banerji, Ex CEO Reliance Energy / Brought to you by I+A
7. ASSESSMENT OF RISKS IN EPC PROJECTS
RATING
AGENCY
COMMENTS
ON RISK
ANALYSIS
WITH
MODELS
I+A VALUE AT RISK SERIES
• FITCH
• The object is to determine if the project is likely to
continue to cover operating expenses and debt interest
and principal payments despite unexpected stress
levels. The scenarios also reveal wether there are
particular variables to wich the project has a greater
degree of sensitivity. The evaluation of the stress
scenario results is focused on the minimum debt
service coverage in any single year and the average
debt service coverage over the entire life of the debt.
If the cash flows are unable to cover payments on
project debt under certain stress scenarios, the debt
service reserve or other forms of credit enhacement
available to the project are applied. Thus, (sensitivity
analysis) can be used to size the appropriate debt
service reserve or other credit enhacements needed to
avoid default under adverse scenarios.
FITCH performs sensitivity analyses that stress cash
flows down to break – even level to see how the
project performs under extreme hardship conditions
and at what minium power price the project can
perform while covering operating costs and debt
service payments.
• MOODY´S
• Moody´s belives that the appropriate analytical
beginning is to determine a credit market forecast and
to assess the projects break – even position relative to
that market forecast. A break – even point substantially
below the market forecast allows a project to absorb
unexpected market fluctuactions in prices and volumes
which is essential to an investment grade debt security.
Form this analysis, one can derive the appropriate
capital structure for each project individually.
• Moody´s belives that a merchant plant will be subject to
swings in prices as power markets develop. The better
able a project is to absorb changes in prices (and
changes in volumes) the higher its rating will be. Our
belief is that an investment – grade – rated merchant
power plant willhave a break – even point, where it
fully covers its debt service obligations, between 30%
and 50% below a reasonable market forecast price.
The amount of the discount is determined by the
characteristics of the market and the reasonableness of
the market forecast assumptions.
By: Himadri Banerji, Ex CEO Reliance Energy / Brought to you by I+A
8. ASSESSMENT OF RISKS IN EPC PROJECTS
RATING
AGENCY
COMMENTS
ON RISK
ANALYSIS
WITH
MODELS
I+A VALUE AT RISK SERIES
• STANDARD & POOR´S
• Where projects elect to obtain key supply inputs
from spot markets, the risk of cash floww
erosion may rise project credit concerns,
particulary in volatile markets, such as energy
and other commodities. Stronger projects will be
those that can demonstrate a resilience to worst
case cost movement scenarios as indicated by
historical trends.
• Historical price trends in such commodities as
crude oil, petrochemical products, metals and
pulp and paper can provide a basis for analysis
of potential worst case price movements.
• Standard & Poor´s will rely in part on financial
scenario analysis to assess the effects of supply
and cost disruptions on project economics.
• S&P VOLATILITY ANALYSIS
• Where historical price data exist, Standard & Poor´s
expects that spoonsors will have assessed historical and
prospective price volatilityy as part of their analyses.
• Project participants have developed analytic techniques
such as option pricing and probabilistic modeling as
tools for understanding and managing and operational
risk.
• While such techniques can be useful for exploring
market dynamics and assessing relationships among
key variables, Standard & Poor´s notes that the
historical data needed to employ these techniques tend
not to be sufficient at present to develop reliable
predictions or statiscally significant inferences for
investment – grade transactions. Hence, given the
limitations of statistical approaches, statics will not
drive the ratings methodology, but only support the
analysis.
By: Himadri Banerji, Ex CEO Reliance Energy / Brought to you by I+A
9. ASSESSMENT OF RISKS IN EPC PROJECTS
RATING
AGENCY
COMMENTS
ON RISK
ANALYSIS
WITH
MODELS
I+A VALUE AT RISK SERIES
• STANDARD & POOR´S
• Where projects elect to obtain key supply inputs
from spot markets, the risk of cash floww
erosion may rise project credit concerns,
particulary in volatile markets, such as energy
and other commodities. Stronger projects will be
those that can demonstrate a resilience to worst
case cost movement scenarios as indicated by
historical trends.
• Historical price trends in such commodities as
crude oil, petrochemical products, metals and
pulp and paper can provide a basis for analysis
of potential worst case price movements.
• Standard & Poor´s will rely in part on financial
scenario analysis to assess the effects of supply
and cost disruptions on project economics.
• S&P VOLATILITY ANALYSIS
• Where historical price data exist, Standard & Poor´s
expects that spoonsors will have assessed historical and
prospective price volatilityy as part of their analyses.
• Project participants have developed analytic techniques
such as option pricing and probabilistic modeling as
tools for understanding and managing and operational
risk.
• While such techniques can be useful for exploring
market dynamics and assessing relationships among
key variables, Standard & Poor´s notes that the
historical data needed to employ these techniques tend
not to be sufficient at present to develop reliable
predictions or statiscally significant inferences for
investment – grade transactions. Hence, given the
limitations of statistical approaches, statics will not
drive the ratings methodology, but only support the
analysis.
By: Himadri Banerji, Ex CEO Reliance Energy / Brought to you by I+A