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Copyright @ 2011. All rights reserved
Improving forecasting to optimise
programme and project decisions
Chris Beach
Project Controls Expo – 16th Nov 2017
Emirates Stadium, London
Copyright @ 2011. All rights reserved
About the Speaker
Chris is Strategy Director of the
Programme and Project Solutions service
at Wood, supporting customers in
environment and infrastructure sectors in
the UK, Europe and Middle East.
Copyright @ 2011. All rights reserved
About the Topic
The presentation will provide a perspective on:
 How well we can predict the future success of projects and
what can be learned from other industries
 Importance of considering uncertainty in forecasts
 Using trends to improve forecasting
 Use of scenario analysis to understand the range of
possible project results
Copyright @ 2011. All rights reserved
Your Participation
Live.voxvote.com
Copyright @ 2011. All rights reserved
Of course my project will be a success!
 On time
 On budget
 Quality achieved
 Happy stakeholders
 Zero harm
 Benefits delivered
Copyright @ 2011. All rights reserved
Of course my project will be a success!
Copyright @ 2011. All rights reserved
Decisions will be required
Strategic (Direction)
 Project Scope
 Pass a stage gate
 Contract strategy
 Which option to select
 Risk appetite
Tactical (Control)
 Specification detail
 Resource allocation
 Supplier payment
 Sequencing of work
 Allocation of contingency
Others?
Copyright @ 2011. All rights reserved
Decision-making process
Assumes
 Full and accurate
information is available
 Measurable criteria exist
for which data can be
collected and analysed.
 Decision-maker has the
cognitive ability, time, and
resources to evaluate
each alternative against
the others
Copyright @ 2011. All rights reserved
Role of Project Controls
Support decision-makers by:
 Creating structure
 Simplify complexity
 Converting data into
Information
Copyright @ 2011. All rights reserved
Forecasting - Lessons from other
industries – Resource Planning
 18,000 flights cancelled
from November to
March
 Grounding 25 of its 400
aircraft
 Suspended 34 routes
over the winter
 Cost of €34.5m
Copyright @ 2011. All rights reserved
Forecasting - Lessons from other
industries – Weather Forecasting
 Weather data up to a
500-meter resolution
from 200,000 personal
weather stations across
the globe, providing 2.2
billion forecasts daily.
 Hurricane Harvey –
detailed modelling
incorporating historic
data and monte-carlo
simulation
Copyright @ 2011. All rights reserved
Forecasting - Lessons from other
industries – Election Forecasting
Ahead of election
probability of
Clinton win -
 New York
Times – 85%
 Huffington
Post – 98.3%
Copyright @ 2011. All rights reserved
What do these examples tell us?
Requirements for a reliable
forecast:
 Robust historic information
 Incorporation of uncertainty
 Understanding the drivers of
trends
 Simulation modelling of
potential outcomes
Copyright @ 2011. All rights reserved
Factors affecting ability to forecast
Proximity
PriorExperience/
Similaritytopast
Low
High
Close Far
Copyright @ 2011. All rights reserved
0
100
200
300
400
500
600
P0 P1 P2 P3 P4 P5 P6 P7 P8 P9 P10 P11 P12
Glidepath
Forecast out-turn cost
Using Trends to Validate EAC
Actual cost incurred
Copyright @ 2011. All rights reserved
Measuring Forecast Accuracy
-60.00%
-40.00%
-20.00%
0.00%
20.00%
40.00%
60.00%
80.00%
P0 P1 P2 P3 P4 P5 P6 P7 P8 P9 P10 P11 P12
Copyright @ 2011. All rights reserved
Deterministic vs Stochastic Forecasts
Therefore
 Modelling of potential
range of outcomes can
aid decision-making
(Stochastic Forecasts)
 The outcomes of Projects are uncertain and have
inherent risk
 Single point (deterministic) forecasts will be incorrect
Copyright @ 2011. All rights reserved
Monte Carlo Simulation
100%0%
Number of
results
from
simulation
Copyright @ 2011. All rights reserved
Fan Curves
P95
P50
£
t
Baseline
P85
Copyright @ 2011. All rights reserved
Earned Value
£
t
Budget
(Planned)
Earned
Actual
Forecast
PM Forecast
Copyright @ 2011. All rights reserved
Basic Earned Value
£
t
Budget
(BAC)
Earned
(BCWP)
Actual
(ACWP)
Forecast
(EAC)
CV
SV
CPI = BCWP
ACWP
SPI = BCWP
BCWS
TCPI = BAC – BCWP
EAC - ACWP
(BCWS)
Copyright @ 2011. All rights reserved
Bullseye charts
Copyright @ 2011. All rights reserved
Programme / Portfolio Bulls-eye
£4.83m
(3)
£7.84m
(5)
£21.65m
(9)
£3.48m
(1)
£1.31m
(1)
Intervention
Additional
Attention
Copyright @ 2011. All rights reserved
Evaluating Estimate to Complete
Productivity to complete
Productivity to complete
Copyright @ 2011. All rights reserved
Earned Schedule
Ahead of
Plan
Behind
Plan
Trend
PM Forecast
P1
P2
P3
P4
P0 P1
P5
P6
P7
P8
P9
P10
P11
P12
P2 P3 P4 P5 P6 P7 P8 P9 P10 P11 P12 P13 P14
EarnedSchedule(SVt)
Actual Time
Copyright @ 2011. All rights reserved
Schedule Adherence - the P-Factor
 P-Factor demonstrates how well
the activities completed adhere
to the plan
 Calculate P-Factor
0.84
0.86
0.88
0.90
0.92
0.94
0.96
0.98
1.00
1.02
P0 P1 P2 P3 P4 P5 P6 P7 P8 P9 P10 P11 P12
Pfactor
Min (PVES EVAT )
PVES
ES = Earned Schedule Date
AT = Actual Time Date
∑
∑
Copyright @ 2011. All rights reserved
Success - Delivering the return on
investment
Copyright @ 2011. All rights reserved
Forecasting Return on Investment
0.50
0.70
0.90
1.10
1.30
1.50
1.70
1.90
2.10
P0 P1 P2 P3 P4 P5 P6 P7 P8 P9 P10 P11 P12
BCR
Time
Copyright @ 2011. All rights reserved
Summary
 Project delivery is driven by management decisions
 Project Controls must support decision-making through
independent structured analysis
 Accurate forecasts are fundamental to effective decision-
making
 Good forecasts derived by using:
 Range of analytics to validate the forecast
 Incorporation of uncertainty to simulate future
outcomes
 Making data interpretable to facilitate decisions
Copyright @ 2011. All rights reserved
Enjoy the rest of the day

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Improving forecasting to optimise programme and project decisions by "Chris Beach" at Project Controls Expo 2017, Arsenal Stadium, London

  • 1. Copyright @ 2011. All rights reserved Improving forecasting to optimise programme and project decisions Chris Beach Project Controls Expo – 16th Nov 2017 Emirates Stadium, London
  • 2. Copyright @ 2011. All rights reserved About the Speaker Chris is Strategy Director of the Programme and Project Solutions service at Wood, supporting customers in environment and infrastructure sectors in the UK, Europe and Middle East.
  • 3. Copyright @ 2011. All rights reserved About the Topic The presentation will provide a perspective on:  How well we can predict the future success of projects and what can be learned from other industries  Importance of considering uncertainty in forecasts  Using trends to improve forecasting  Use of scenario analysis to understand the range of possible project results
  • 4. Copyright @ 2011. All rights reserved Your Participation Live.voxvote.com
  • 5. Copyright @ 2011. All rights reserved Of course my project will be a success!  On time  On budget  Quality achieved  Happy stakeholders  Zero harm  Benefits delivered
  • 6. Copyright @ 2011. All rights reserved Of course my project will be a success!
  • 7. Copyright @ 2011. All rights reserved Decisions will be required Strategic (Direction)  Project Scope  Pass a stage gate  Contract strategy  Which option to select  Risk appetite Tactical (Control)  Specification detail  Resource allocation  Supplier payment  Sequencing of work  Allocation of contingency Others?
  • 8. Copyright @ 2011. All rights reserved Decision-making process Assumes  Full and accurate information is available  Measurable criteria exist for which data can be collected and analysed.  Decision-maker has the cognitive ability, time, and resources to evaluate each alternative against the others
  • 9. Copyright @ 2011. All rights reserved Role of Project Controls Support decision-makers by:  Creating structure  Simplify complexity  Converting data into Information
  • 10. Copyright @ 2011. All rights reserved Forecasting - Lessons from other industries – Resource Planning  18,000 flights cancelled from November to March  Grounding 25 of its 400 aircraft  Suspended 34 routes over the winter  Cost of €34.5m
  • 11. Copyright @ 2011. All rights reserved Forecasting - Lessons from other industries – Weather Forecasting  Weather data up to a 500-meter resolution from 200,000 personal weather stations across the globe, providing 2.2 billion forecasts daily.  Hurricane Harvey – detailed modelling incorporating historic data and monte-carlo simulation
  • 12. Copyright @ 2011. All rights reserved Forecasting - Lessons from other industries – Election Forecasting Ahead of election probability of Clinton win -  New York Times – 85%  Huffington Post – 98.3%
  • 13. Copyright @ 2011. All rights reserved What do these examples tell us? Requirements for a reliable forecast:  Robust historic information  Incorporation of uncertainty  Understanding the drivers of trends  Simulation modelling of potential outcomes
  • 14. Copyright @ 2011. All rights reserved Factors affecting ability to forecast Proximity PriorExperience/ Similaritytopast Low High Close Far
  • 15. Copyright @ 2011. All rights reserved 0 100 200 300 400 500 600 P0 P1 P2 P3 P4 P5 P6 P7 P8 P9 P10 P11 P12 Glidepath Forecast out-turn cost Using Trends to Validate EAC Actual cost incurred
  • 16. Copyright @ 2011. All rights reserved Measuring Forecast Accuracy -60.00% -40.00% -20.00% 0.00% 20.00% 40.00% 60.00% 80.00% P0 P1 P2 P3 P4 P5 P6 P7 P8 P9 P10 P11 P12
  • 17. Copyright @ 2011. All rights reserved Deterministic vs Stochastic Forecasts Therefore  Modelling of potential range of outcomes can aid decision-making (Stochastic Forecasts)  The outcomes of Projects are uncertain and have inherent risk  Single point (deterministic) forecasts will be incorrect
  • 18. Copyright @ 2011. All rights reserved Monte Carlo Simulation 100%0% Number of results from simulation
  • 19. Copyright @ 2011. All rights reserved Fan Curves P95 P50 £ t Baseline P85
  • 20. Copyright @ 2011. All rights reserved Earned Value £ t Budget (Planned) Earned Actual Forecast PM Forecast
  • 21. Copyright @ 2011. All rights reserved Basic Earned Value £ t Budget (BAC) Earned (BCWP) Actual (ACWP) Forecast (EAC) CV SV CPI = BCWP ACWP SPI = BCWP BCWS TCPI = BAC – BCWP EAC - ACWP (BCWS)
  • 22. Copyright @ 2011. All rights reserved Bullseye charts
  • 23. Copyright @ 2011. All rights reserved Programme / Portfolio Bulls-eye £4.83m (3) £7.84m (5) £21.65m (9) £3.48m (1) £1.31m (1) Intervention Additional Attention
  • 24. Copyright @ 2011. All rights reserved Evaluating Estimate to Complete Productivity to complete Productivity to complete
  • 25. Copyright @ 2011. All rights reserved Earned Schedule Ahead of Plan Behind Plan Trend PM Forecast P1 P2 P3 P4 P0 P1 P5 P6 P7 P8 P9 P10 P11 P12 P2 P3 P4 P5 P6 P7 P8 P9 P10 P11 P12 P13 P14 EarnedSchedule(SVt) Actual Time
  • 26. Copyright @ 2011. All rights reserved Schedule Adherence - the P-Factor  P-Factor demonstrates how well the activities completed adhere to the plan  Calculate P-Factor 0.84 0.86 0.88 0.90 0.92 0.94 0.96 0.98 1.00 1.02 P0 P1 P2 P3 P4 P5 P6 P7 P8 P9 P10 P11 P12 Pfactor Min (PVES EVAT ) PVES ES = Earned Schedule Date AT = Actual Time Date ∑ ∑
  • 27. Copyright @ 2011. All rights reserved Success - Delivering the return on investment
  • 28. Copyright @ 2011. All rights reserved Forecasting Return on Investment 0.50 0.70 0.90 1.10 1.30 1.50 1.70 1.90 2.10 P0 P1 P2 P3 P4 P5 P6 P7 P8 P9 P10 P11 P12 BCR Time
  • 29. Copyright @ 2011. All rights reserved Summary  Project delivery is driven by management decisions  Project Controls must support decision-making through independent structured analysis  Accurate forecasts are fundamental to effective decision- making  Good forecasts derived by using:  Range of analytics to validate the forecast  Incorporation of uncertainty to simulate future outcomes  Making data interpretable to facilitate decisions
  • 30. Copyright @ 2011. All rights reserved Enjoy the rest of the day