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Traffic Operations Report: Travel Demand Forecasting

3. Travel Demand Forecasting

To facilitate the assessment of the future transportation infrastructure requirements, an assessment is required of the future transportation environment from both a supply (network capacity) and demand (travel demand/volume) perspective. The purpose of the demand-forecasting component of the study is as follows:

  • Develop forecasts of future travel demands in the Study Area;
  • Assess the ability of the existing network to accommodate future travel demands;
  • Identify alternative transportation infrastructure improvements required to accommodate future demands; and
  • Assess the ability of network alternatives to address the demand requirements.

The following sections describe the methodology and results from the demand forecasting process.

3.1 Methodology

In order to determine the future transportation needs of a community or area, it is necessary to understand the future levels of traffic demand on the transportation network. A forecasting model is typically used by larger urban municipal agencies as the basis for providing a quantitative assessment of the future travel demands. These models allow for the assessment of varying growth, transportation infrastructure and policy scenarios. Through a comprehensive set of algorithms and calculations, minimum time paths in a given network are calculated. The trips generated within the analysis area are automatically assigned to the network based on the shortest available time path with consideration for capacity and congestion on the network.

The City of Ottawa, in concert with other TRANS agencies, maintains a calibrated EMME/2 transportation model for the National Capital Region (NCR). TRANS is a joint technical committee on transportation systems planning in the NCR, consisting of representatives from regional, provincial and federal governments having jurisdiction in the NCR, including the two public transit operators. The TRANS model contains coded road and transit network infrastructure for both existing facilities and planned improvements to 2021. The transit network includes assumptions related to the type and frequency of service provided and facilitates estimation of transit trips in the network.

A summary of the TRANS model components follows:

  • Region wide road and transit network -- City of Ottawa and Gatineau;
  • All regular and peak period bus routes and rail transit service included in the network;
  • 258 traffic zones in the network, including 15 gateways to the NCR;
  • Demographics based on 2002 Official Plan in 5 year increments from 2001 to the 2021 horizon year;
  • Travel demands for the p.m. peak hour conditions for auto vehicle and transit person trips and forecast to 2021 horizon year; and
  • Travel demand for the 2021 horizon year reflects an average 30% transit mode share City-wide. This target was set as part of the 2003 Transportation Master Plan process and is the policy mode split for transit use in the long term.

3.1.1 Land Use

The assessment of future transportation needs begins with an understanding of growth and development trends. Growth in the City has occurred, and continues to occur, at high levels, increasing the demand for transportation services and infrastructure. Future transportation requirements on the regional and provincial facilities will depend largely on how, where and when future population and employment growth occurs.

For the travel demand forecasting work undertaken, population and employment forecasts to the year 2021 from the Official Plan were used. The population data and forecasts for 2001, 2011 and 2021 are summarized in Table 3.1. The corresponding employment forecasts are summarized in Table 3.2. Sub-Area maps are included as Figure 3.1 and Figure 3.2. The population and employment forecasts are based on inventories of vacant residential and business park lands plus projected infill and development in built-up areas. Further information may be obtained from the City's Projections and Research Group.

Table 3.1 - Population Data and Forecasts
Sub-Area 2001
Census
2011
Projections
2021
Projections
Alta Vista 73,100 76,900 78,700
Bayshore 38,600 41,600 43,800
Beacon Hill 32,100 41,100 45,200
Cedarview 48,000 50,700 52,000
Central Area 6,500 11,000 12,450
East Urban Centre 88,300 116,200 130,500
Hunt Club 61,900 73,400 78,900
Inner Area 80,600 90,700 94,300
Leitrim 185 7,750 15,850
Merivale 72,100 77,600 79,900
Ottawa East 51,400 55,800 57,600
Ottawa West 38,400 42,400 44,800
Rural Northeast 11,450 13,850 16,800
Rural Northwest 20,800 26,750 31,800
Rural Southeast 21,100 27,450 31,800
Rural Southwest 24,050 29,700 34,700
South Urban Centre East 4,600 28,950 50,750
South Urban Centre West 41,400 87,700 105,200
Stittsville 15,950 26,700 29,250
West Urban Centre 60,000 118,700 157,100
City of Ottawa Total 790,535 1,044,950 1,191,400
Inside Greenbelt 502,700 561,200 587,650
Outside Greenbelt 210,435 386,000 488,650
Rural 77,400 97,750 115,100


Table 3.2 - Employment Data and Forecasts
Sub-Area 2001
Census
2011
Projections
2021
Projections
Alta Vista 55,241 64,621 68,312
Bayshore 15,891 20,679 22,653
Beacon Hill 17,398 22,414 24,175
Cedarview 18,844 25,811 28,538
Central Area 97,976 118,978 125,082
East Urban Centre 15,400 36,425 45,190
Hunt Club 25,229 34,097 37,625
Inner Area 51,309 62,848 66,627
Leitrim 2,709 4,720 6,832
Merivale 62,267 69,595 72,234
Ottawa East 24,800 29,725 31,413
Ottawa West 30,875 35,654 37,804
Rural Northeast 2,396 3,820 4,388
Rural Northwest 3,952 6,210 7,071
Rural Southeast 4,694 6,801 7,759
Rural Southwest 6,416 8,479 9,289
South Urban Centre East 384 7,318 14,650
South Urban Centre West 16,971 39,711 49,026
Stittsville 2,869 6,126 7,035
West Urban Centre 42,105 72,715 83,426
City of Ottawa Total 497,726 676,747 749,129
Inside Greenbelt 399,831 484,424 514,462
Outside Greenbelt 80,437 167,014 206,159
Rural 17,457 25,309 28,508

Figure 3.1 - Rural Sub-Areas (PDF - 281 KB)

Figure 3.2 - Sub-Areas (PDF - 666 KB)


3.1.2 Future Road Network

As part of the TMP exercise, the components of a long-term future transportation network within the City of Ottawa were identified. Based on this TMP information and through discussions with City and MTO staff, the following long-term network additions were considered most likely to be implemented within the 20-year time horizon of the Highway 417 study:

  • Timm Drive extension, Moodie Drive to Baseline Road;
  • Woodroffe Road extension to Prince of Wales Drive (formerly Prescott Highway);
  • Leitrim Road extension including crossing of Rideau River;
  • Preston Street, Parkway to Highway 417; new service road connection at Highway 417; connection to Wellington and Laurier;
  • Nicholas Street extension from McDonald-Cartier Bridge south to Vanier Parkway, with full connections to Highway 417 (Alta Vista Transportation Corridor);
  • Catherine Street and Chamberlain Avenue extensions across canal to Nicholas;
  • Industrial Avenue connection to Nicholas Street;
  • Hunt Club Road Extension to Baseline Road (with interchange at Highway 417);
  • Russell Road extension;
  • Blair Road connection to Baseline Road;
  • Baseline Road extension to Blackburn Hamlet By-Pass;
  • Orleans Boulevard extension to Navan Road; and
  • Rockcliffe Parkway extension to Tenth Line.

Programmed widenings of existing facilities were also included in the long term road network. For the purposes of the Highway 417 Preliminary Design Study, potential improvements to Highway 417 and other freeway facilities in the Ottawa area were considered as alternatives to be evaluated rather than as probable improvements to be added to the future base road network. The full list of network improvement scenarios modelled with EMME/2 is detailed below:

  • 2001 Horizon:
    • existing freeway and road network (Scenario 100)
  • 2021 Horizon:
    • existing freeway and road network (Scenario 2100)
    • existing freeway configuration plus most likely road network improvements, as listed above (Scenario 2101)
    • Scenario 2101 plus an additional lane in each direction on Highway 417 throughout the Study Area (Scenario 2102)
    • Scenario 2102 plus Outer Transportation Corridor (Ottawa by-pass) (Scenario 2103);
    • Scenario 2103 plus two new inter-provincial bridge crossings, one east and one west (Scenario 2104)
    • Scenario 2102 above with two alternative modal split and vehicle occupancy scenarios (High/Low; Scenarios 2105, 2106)
    • Scenario 2101, with eight-lane Highway 417 between Highway 416 and Ottawa Road 174 and six-lane Highway 417 east of Ottawa Road 174 (Scenario 2111)

For purposes of INTEGRATION modelling and operations analysis of projected future conditions, results from EMME/2 Scenarios 100, and 2101, shown in bold above, were used as a basis for the traffic volume projections. See Section 4.3 for further details. These scenarios do not include improvements on Highway 417, and so are useful in identifying expected future operational issues under a "do nothing" scenario.

3.1.3 Screenlines

A series of screenlines was used to assess transportation conditions in the existing and horizon years at key locations within the analysis area. A screenline is an imaginary or real boundary across which travel demands and capacities are calculated. The screenlines which were used to analyze future travel demands in the Highway 417 Study Area are based on the City's model analysis screenlines and are listed in Table 3.3 and shown on Figure 3.3.

Table 3.3 - Strategic Screenlines for Travel Demand Analysis
Screenline
Number - Name
Limits
LN 7 - Ramseyville Russell Road to Baseline Road
LN 10 - Eagleson Road Carling Avenue to Regional Road 38
LN 11 - Holly Acres Road Carling Avenue to Richmond Road
LN 14 - Highway 417 East/Walkley Road Walkley Road to Highway 417
LN 17 - Eastern Parkway Rockcliffe Pkwy to Innes Road
LN 24 - Western Parkway North Richmond Road to Iris Avenue
LN 25 - Western Parkway South Baseline Road to Hunt Club Road
LN 26 - Merivale/Kirkwood Ottawa River Parkway to Laperriere Avenue
LN 27 - CPR South Beech to Colonel By Drive
LN 28 - CPR Queensway Highway 417
LN 29 - CPR North Ottawa River Pkwy to Gladstone Avenue

Figure 3.3 - Strategic Screenlines (PDF - 2,195 KB)


3.1.4 Model Validation

The TRANS model is a virtual representation of the transportation network in the City of Ottawa. To ensure that this representation is reasonably realistic, the 2001 p.m. peak hour volumes produced by the model were validated against observed 2001 p.m. peak hour volumes across the 12 noted screenlines. The results are summarized in Table 3.4.

While the model under-performed at the eastern boundaries of the Study Area at Walkley Road and at Anderson Road, it was generally found to be calibrated at a screenline level of detail within limits typical of regional travel demand forecasting models. It was concluded that the model could be used as a tool to forecast future traffic volumes, examine highway deficiencies and test a range of roadway improvement options with a reasonable degree of confidence.

3.2 Assessment of Results

3.2.1 Capacity

Capacities used in the strategic assessment are based on the per lane capacities coded in the TRANS model network. These capacities were developed for planning purposes by the City of Ottawa for various roadway types and functions in the National Capital Region. Criteria used in the development of the guidelines are as follows:

  • roadway type - local; collector; arterial; parkway; freeway;
  • area type - Central Business District (CBD); Urban; Rural;
  • operation - 1 way; 2 way;
  • presence of on street parking; and
  • presence of traffic control - frequency of signals; at grade versus grade separated intersections; median.
Table 3.4 - Model Calibration Summary, 2001 p.m. Peak Hour
Screenline Volume Type* Inbound
Observed
Inbound
Modelled
Inbound
Mod/Obs
Outbound
Observed
Outbound
Modelled
Outbound
Mod/Obs
Ramseyville (LN 7) Hwy. 417 700 397 0.57 2,100 1,162 0.57
Ramseyville Screenline 1,081 1,072 0.99 3,018 2,414 0.81
Eagleson Rd. (LN 10) Hwy. 417 2,700 3,019 1.17 3,500 3,559 1.02
Eagleson Rd. Screenline 4,682 4,958 1.06 6,860 6,034 0.87
Holly Acres Rd. (LN 11) Hwy. 417 4,000 3,563 0.89 3,500 3,610 1.03
Holly Acres Rd. Screenline 6,643 5,520 0.83 5,975 5,661 0.94
417 East/Walkley Rd.(LN 14) Hwy. 417 700 669 0.96 2,600 1,867 0.73
417 East/Walkley Rd. Screenline 812 774 0.96 3,003 1,974 0.67
Eastern Parkway (LN 17) Hwy. 417 4,000 3,796 1.04 5,650 5,965 1.04
Eastern Parkway Screenline 8,883 9,939 1.12 12,572 15,697 1.21
Western Parkway North (LN 24) Hwy. 417 5,530 5,041 0.91 5,960 6,092 1.02
Western Parkway North Screenline 7,591 6,528 0.86 9,242 8,842 0.95
Western Parkway South (LN 25) Hwy. 417 N/A N/A N/A N/A N/A N/A
Western Parkway South Screenline 2,834 1,857 0.66 4,525 3,064 0.68
Merivale/Kirkwood (LN 26) Hwy. 417 6,070 4,670 0.78 5,960 5,975 1.00
Merivale/Kirkwood Screenline N/A 8,354 N/A N/A 10,114 N/A
CPR South (LN 27) Hwy. 417 N/A N/A N/A N/A N/A N/A
CPR South Screenline 2,744 2,101 0.77 3,270 3,111 0.97
CPR Queensway (LN 28) Hwy. 417 5,870 6,164 1.04 6,220 7,054 1.13
CPR Queensway Screenline 5,870 6,164 1.04 6,220 7,054 1.13
CPR North (LN 29) Hwy. 417 N/A N/A N/A N/A N/A N/A
CPR North Screenline 2,912 2,294 0.79 3,517 2,741 0.79
Rideau River Central (LN 32) Hwy. 417 6,510 6,061 0.93 6,840 7,812 1.14
Rideau River Central Screenline 6,510 6,061 0.93 6,840 7,812 1.14

* Highway 417 link volume or screenline total volume

Each of these criteria has an impact on the effective capacity of a roadway link. The impacts on specific links are dependant on several local factors such as cycle length and intersection Level of Service, which cannot be accounted for in the context of a system-wide, strategic model.

Highway 417 has been accounted for as a unique type of facility with guideline highway capacities increased or decreased according to the area type in which the facility is operating (basic freeway, ramp merge and diverge). Volume forecasts are generated by the model on the basis of a system wide assessment of the relative roles of specific facilities in the network. The assessment using the planning guideline capacities is considered to be consistent with the level of confidence associated with the resulting strategic forecasts.

3.2.2 Screenline Analysis

Based on the volume forecasts from the TRANS model, an assessment was made of the adequacy of the capacity of the road network to accommodate future demand. Volume-to-capacity (v/c) ratios were calculated for the Study Area screenlines.

Tables identifying the forecast volume and the estimated v/c ratio across each screenline for each modelled scenario are provided in Appendix B.

3.2.3 Facility Analysis

A capacity assessment was also prepared for the interchange to interchange sections of Highway 417 within the Study Area. Summaries of the sectional volume-to-capacity ratios on Highway 417 for each modelled scenario are provided in Appendix B.

3.2.4 System Performance

The addition of capacity across a screenline and/or on a specific facility may have further reaching benefits than just the additional localized capacity. The addition of capacity to a facility such as Highway 417 may attract traffic from competing corridors and parallel facilities to a degree that the expected increase in level-of-service on the improved facility does not occur. However, performance in terms of travel speeds and travel time on the overall network may show significant improvements.

The system performance characteristics of each alternative were assessed in terms of average system speed and percentage of roadways exceeding capacity, and summarized in tables provided in Appendix B.

3.2.5 Conclusions

The following conclusions have been drawn from the assessment of travel demand forecasting model outputs, provided above and in Appendix B:

  • Under existing conditions, there are no capacity deficiencies with respect to strategic flows across the analysis screenlines.
  • In the long term (2021), forecasted demands indicate screenline capacity deficiencies equivalent to the volume that could be accommodated by an additional freeway lane in the Highway 417 corridor from Highway 416 to Innes Road.
  • The transit share targets outlined in the City's Transportation Master Plan do not eliminate capacity deficiencies on Highway 417 in the long term.
  • The assessed alternative network improvements can be expected to produce the following results:
    • Providing additional lanes on Highway 417 would initially result in improved average travel times for freeway travellers. As a result of the improved freeway travel times, trips from City streets would be attracted to Highway 417 until the overall road network reaches a new equilibrium. As a result, travel time savings resulting from the additional lanes would be greater network-wide than on Highway 417.
    • The Outer Transportation Corridor (OTC) results in a reduction of ±200 vehicles in the peak hour on Highway 417. The OTC has more significant impact on the performance of the overall system than on Highway 417 specifically. Peak hour benefits to Highway 417 resulting from the OTC are not significant.
    • Additional bridge crossings of the Ottawa River also produce a peak hour volume decrease of ±200 vehicles on Highway 417, in the best case. Again, as more capacity is relieved on Highway 417, volume from parallel routes diverts to Highway 417. Additional bridge crossings have a more significant impact on the performance of the overall system than on Highway 417 specifically.


Contents | Summary | Introduction | Data Collection | Demand Forecasting | Traffic Volumes
INTEGRATION Modelling | Operations Analysis | Safety Review | Conclusions