Project Title/ID Number |
Building loss Modeling
and Benchmarking EDP to DV—1222003 |
Start/End Dates |
10/1/03—9/30/04 |
Project Leader |
James Beck (Caltech/F), Keith
Porter (Caltech/O) |
Team Members |
Judith Mitrani (Caltech/GS) |
F=faculty; GS=graduate student; US=undergraduate student; PD=post-doc; I=industrial
collaborator; O=other
Click on images to enlarge in a new window
1. Project Goals/Objectives:
Objectives: benchmarking and packaging
To evaluate the seismic
performance of benchmark buildings designed to current code (IBC 200x)
in terms of
PEER’s decision variables (DVs:
repair costs, fatalities, and repair duration, or “dollars, deaths,
and downtime”) and to package for practitioner use relationships
between structural response (PEER’s engineering demand parameters,
or EDPs) and DVs.
Goals: “show them the money” and deliver
the tools
-
To demonstrate the value PEER’s 2nd-generation PBEE
methodology (PBEE2) brings to new design, particularly, the ability
to estimate the
performance of code design in terms of decision-making interest to
the building owner.
-
To demonstrate how design details that exceed code
minima might be show to be cost effective, and thereby save money.
-
To
demonstrate how relaxing certain code requirements might (or might
not) affect performance, and thereby save money.
-
To demonstrate how additional
information gathering (e.g., site soils investigations) might prove
to be cost effective by reducing
performance
uncertainty and therefore excessive design conservativeness.
-
To
design data structures and codable algorithms for performing the
EDP-to-DV calculation in an automated environment,
i.e.,
with or within
OpenSees.
-
To provide required data to perform EDP-to-DV
calculations for the benchmark building(s).
-
Quantify DV for one or more variants of an IBC 200x-compliant
reinforced concrete moment-frame building
selected and analyzed (from IM to EDP) by
Deierlein team, considering one or more site
selected and analyzed (from location to IM) by Stewart team.
DVs to
include dollars,
deaths, and downtime.
Variants may include alternative sites, structural
designs (e.g., different reinforcing schedules),
or architectural
programs (e.g.,
library building
versus office building).
-
Present EDP-DM and
DM-DV relationship data for these buildings
-
Present codable EDP-DM
and DM-DV algorithm.
2.
Role of this project in supporting PEER’s mission
(vision):
To be accepted in practice, PEER must demonstrate that PBEE-2:
-
Has value. It must be shown either to demonstrate that it can save money,
either at the new construction stage (reduced cost) or via reduced
future losses (increased benefits), and
-
Is workable. It must be
packaged to the extent that it is practical for the engineering professional.
-
This project assists in both objectives.
-
Fragility functions. To develop relationships between EDP and DM,
one can use methods elucidated in Porter (2000) and Beck et al. (2002).
This entails:
-
Clearly defining a taxonomic group for the components
(which we have referred to as assembly types),
-
Clearly defining
relevant damage measures in terms of required repairs,
-
Compiling
test data that show the binary variable of exceeding
DM as a function of EDP, and
-
Performing regression analysis
to estimate the cumulative distribution function of
the assembly’s EDP
capacity to resist DM.
-
Loss functions. We establish DV|DM relationships
primarily
by standard construction-cost-estimation principles:
-
List detailed tasks to be performed,
-
Identify quantities of
required labor, materials, equipment, and supplies,
-
Apply unit
costs to each required resource, and
-
Add the products of quantity
and unit cost.
-
Simulation. Propagate uncertainty through
moment matching,
and possibly FOSM or other
techniques.
-
We
will meet with Deierlein
and others
near the end
of the project
to draw conclusions
from the benchmark
analyses.
Figure 1. PEER PBEE methodology (click image to enlarge)
4. Brief Description of past year’s accomplishments
(Year 6) & more detail on expected Year 7 accomplishments:
-
Meetings. We have met with Deierlein, Stewart and others to
select benchmark building(s), DVs of interest, and necessary EDPs.
-
Terminology and data protocols. We have agreed upon standard terminology
for EDP and defined a detailed data structure for communicating
EDP information.
-
Fragility functions. We have established a number
of fragility functions (DM|EDP relationships) for components in these
building(s) based
on PEER laboratory testing, PEER databases, and other sources we have examined
to
date.
-
Loss functions. We have similarly established a number of
DV|DM relationships, primarily by standard construction-cost-estimation
principles.
-
SQL code. We have established scripted query language
(SQL) code to perform EDP-DM-DV calculations. This SQL code was
originally designed
for stochastic simulation (Monte Carlo simulation), but has been adapted
for a tornado-diagram
analysis (Porter et al. 2002), which is very close to moment
matching. We
anticipate further developing and documenting the moment-matching
version for implementation by others, and if possible similarly developing
SQL code
for FOSM.
5. Other Similar Work Being Conducted Within and Outside
PEER and How This Project Differs:
PEER has recently completed a set of testbed analyses of existing bridges
and buildings. Four important differences are:
-
Practice vs. proof of concept. The testbeds are largely experimental in nature, i.e., proof-of-concept
works rather, whereas the current project
will provide practical tools for performing PBEE-2.
-
IBC 200x vs.
UBC. The testbeds deal with older, non-performance-base codes (UBC
from the mid-1960s and early to mid 1990s), whereas this
project benchmarks current (IBC 200x) design.
-
The 3 Ds. The testbeds
each tend to focus on one PEER DV, whereas the present project
will deal simultaneously with all three (dollars,
deaths,
and downtime); this project will address repair duration
more thoroughly than testbed work.
-
Reducing costs and increasing benefits
by PBEE-2 analysis of new design. The testbeds have focused on
retrofit of existing
bridges and buildings.
It is expected that the present project will examine
the benefits of above-code design and possibility for reduced cost
by relaxing
code requirements,
while still meeting performance objectives.
6. Plans for Year 8 if project is expected to be continued:
Not expected at this time.
7. Describe any actual instances where you are aware your
results have been used in industry:
None to date.
8. Expected Milestones & Deliverables:
Deliver joint report with Deierlein and Stewart at end of project; produce
journal article(s) on benchmark results and packaging at end of project.