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Multi-Year Programming and Predictive Modelling

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Presentation on theme: "Multi-Year Programming and Predictive Modelling"— Presentation transcript:

1 Multi-Year Programming and Predictive Modelling
An Overview

2 Multi - Year Programming
The process of applying maintenance interventions to treatment lengths across the network over the life cycle of the pavement

3 Requirements for Multi-Year Programming
Data on road characteristics, condition, traffic etc. (RAMM) Treatments, effects, costs and trigger levels Prediction models for pavement deterioration Prediction models for road user effects Software to apply the models and prioritise alternative strategies

4 Selecting the Right Treatment and Applying it at the Right Time to
Optimise Life Cycle Costs Predicting What Treatments and When EFFECTIVE LIFE REPLACE PROGRESSIVE ( ACCRUED ) COST OF FACILITY CASH FLOW OF ASSETS CREATE MAINTAIN DISPOSAL REFURBISH 100% VALUE / COSTS ( REAL TERMS )

5 Definitions Treatments Strategy
A maintenance activity applied to a pavement Strategy A treatment and when it is applied SCHEDULED - regular time intervals RESPONSIVE - responds to condition

6 A Strategy is a series of Treatments

7 Predictive Modelling A tool used by Asset Managers to assist in the determination of the timing of maintenance treatments over the life cycle of the Asset Utilises a modelled rate of deterioration and economic benefits and costs to assess timing

8 Deterioration Management
EXCELLENT ORIGINAL DECAY OPTIMAL CONDITION BAND ASSET CONDITION Maintenance Treatments OPTIMAL RENEWAL STRATEGY POOR TIME

9 Treatments, Triggers and Resets
Decay in Condition (DETERIORATION) EXCELLENT Condition Improvement (RESET) ASSET CONDITION Minimum Acceptable Standard (TRIGGER) Treatment Applied POOR TIME

10 Treatment Generic Types
Strengthening Reconstruction AC Reconstruction ST Thick Asphalt Overlay Thick Granular Overlay Smoothing Thin Asphalt Overlay Thin Granular Overlay Rip and Replace ST Rip and Remake AC Mill and Replace AC Resurfacing Large Chip Resurfacing Small Chip Resurfacing

11 Economic Considerations
There are three options utilised Maximize Area under Curve Minimize Total Transportation Cost Maximize Saving in VOC

12 Area Under Curve (AUC) Composite Index Analysis Period Time Benefit
Strategy Composite Index Salvage Do-nothing Analysis Period Time

13 Minimize Total Transportation Cost (TTC)
Optimum Maintenance Total Transport Costs COSTS Road User Costs Maintenance Costs Construction Costs MAINTENANCE LEVEL

14 Maximize Saving in VOC VOC Analysis Period Time Benefit Do-nothing
Strategy Analysis Period Time

15 Selection of Economic Analysis Method (example)
Objective Function Const. Budget Poor Roads Med. Budget Poor Roads Adeq. Funding Good Roads Objective Function Area Under Curve Total Transportation Costs Vehicle Operating Costs

16 Selection of Strategies
The efficiency frontier is used in the selection of optimum strategies Utilises the incremental benefit cost ratio to select optimum mix of strategies

17 Selection of Strategies (Efficiency Frontiers)
Benefits Costs IBC 2 3 4 5 B A

18 What we do to a road now is determined by:
The characteristics of the road The traffic using it The available funding The performance standards to be applied in the future

19 Programme Level Analysis can tell us:
What budgets do we need to achieve a given set of performance standards? What treatments will be applied, when and where to meet those standards? What treatments should be applied, when and where if budgets are less than ideal? What will be the performance level of the network with constrained budgets?

20 Types of Analysis Performance Based Analysis
Defines the budget required to meet a performance standard (Level of Service) Economic Analysis Defines a maintenance strategy designed to fit a fixed budget

21 Economic Analysis Defines the optimum maintenance strategy for each road section given a set of budgets for the road network Requires prediction of costs and benefits for alternative strategies for each road section Requires an optimisation procedure with an objective function e.g. minimise total transport costs Typically used by a road agency when contracting works on an annual basis

22 Performance Standards Analysis
Defines budgets, treatment types and timing to meet a given set of performance standards Not necessary to consider road user costs Typically used by a road agency to support funding applications or contractors bidding for performance based contracts Objective of the analysis is to minimise maintenance costs while meeting the performance standards

23 Performance Standards can be defined in many ways:
Average service levels for the whole network or broad categories of road Minimum service levels for categories of road Trigger levels for specific treatment types The way the standards are specified will affect the analysis setup

24 Data requirements Road Referencing Data Traffic Characteristics
Pavement Properties Pavement History Road Condition Strength Data

25 Budget Constraints Short term budget constraints may imply increased spending in the future Important to define long term performance standards that are affordable Refine triggers in a Performance Standards analysis to fit budgets and apply these triggers in Economic analysis as long term standards

26 dTIMS Pavement Models Have mainly implemented modified HDM-III for Phase I Predicting Cracking Ravelling (Flushing) Potholing Roughness Texture SCRIM

27 Pavement Strength Can be one of the more important pavement deterioration modelling parameters Analysis uses SNP: Structural Number of the Pavement Methodologies to assess SNP are included in the project A range of options is available with varying data complexity needs

28 Available Methods FWD with Layer Thicknesses
FWD without Layer Thicknesses CBR Layers Benkleman Beam ARRB Pavement Capacity Typical Pavement Designs


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