|
Integrated Sensor Radio Frequency Identification (ISRFID)
Gold Award - Performance Support Outcomes Category, 2002 Excellence in E-Learning Awards
Logisitics and Maintenance Applied Research Center
LandMARC, Georgia Tech Research Institute
Electro-Optics, Environment, and Materials Laboratory - GTRI
Baker Building - Room 328
Atlanta, GA 30332-0834
Phone: 404-385-3058
Description
The
integrated sensor radio frequency identification system (ISFRID) is a
performance centered design tool developed for logistics workers to
alert in-storage and in-transit exceedences of conditions like
temperature, pressure, and humidity that can be corrected to prevent
damage to high-value assets. As a by-product, inventory and
transportation system managers gain valuable information that leads to
total asset visibility and enables improved decisions for better
utilization of critical support assets.
Purpose
Expensive
assets like jet engines, helicopter transmissions, etc. are not shipped
by companies like UPS and FEDEX and are typically stored in air-tight,
pressurized canisters to protect them from environmental elements such
as humidity and extreme temperature fluctuations. The same canisters
also serve as the shipping containers when items are transported from
one location to another. For costly assets in storage and in transit,
the airtight pressurized seals of the shipping containers are critical
to protect the assets. Inventory logistics specialists today utilize
visual systems such as color-coding through desiccant ports and
pressure relief valves to monitor internal conditions of the canister.
This labor intense, low skill task is frequently not performed
properly if at all and damaged assets are usually the result of seals
that allow in humidity-laden air. The ISRFID system provides
temperature, humidity and pressure exceedence alerts to the integrated
logistics specialists to focus their maintenance efforts on canisters
that have exceedences thereby reducing workload and improving
performance. Material requirements planners and logisticians for the
maintenance repair, and overhaul activities of high-value assets must
currently rely on labor-intense procedures and paper based tracking
systems to manage the storage and in-transit visibility of these
mission critical end items. As a result, assets are frequently lost
in-transit, and once stored, often cannot be located. The Government
Accounting Office estimates that eleven percent of the Department of
Defense
The
current method of monitoring for humidity intrusion requires an
individual to manually inspect each container on a periodic basis.
This is a slow, tedious process that many times is overlooked by the
responsible group due to other job priorities and in some respects the
volume of containers that must be surveyed.
![]() Figure 1: Group of shipping containers
Additional
problems arise from tracking the movement of these assets and their
respective shipping containers. Each location must log the shipment
and acceptance of a container. This information is input into a
central tracking system that monitors the movement of containers.
Unfortunately, it is very common for shipping documents to get
misplaced or for shipments to arrive at a particular location and go
unnoticed for long periods of time.
Through
a project sponsored by the Naval Inventory Control Point (NAVICP) of
the United States Navy, the Logistics and Maintenance Applied Research
Center (LandMARC) at Georgia Tech has developed an integrated hardware
and software system to monitor and track high-value assets providing
inventory logistic specialists with performance support tools to focus
their maintenance efforts on the containers where the seals have been
compromised and conditions exist that could lead to the damage of the
assets. The system is called Integrated Sensor Radio Frequency
Identification or ISRFID.
Solution:
The ISRFID system provides several performance advantages in areas of
process automation and simplification, integration into existing
applications to improve performance, and input devices that enhance the
human performance. The general objective is to provide intelligent and
proactive assets that will automatically provide status on:
* Readiness - condition of the asset
* Accuracy - item identification
* Location - total asset visibility
with
focused human intervention. This ability improves the user's
performance and automates most of the manual tasks including checking
containers.
Hardware
The
hardware designed for the ISRFID is a new technology that did not
previously exist. It is a programmable tag that consists of a
microprocessor, RF transceiver, and various environmental sensors all
placed on a small circuit board (see Figure 2) that are packaged
together with a long-life battery. The entire unit is securely mounted
inside of the storage/shipping container for the purpose of monitoring
the environmental conditions that the asset is exposed to and storing
important asset and container information that can later be
retransmitted.
![]() Figure 2: Tag Circuit Board
![]() Figure 3: Front View of Tag
![]() Figure 4: Side View of Tag
The
tag can transmit and receive messages through RF communications as well
as store data, via the microprocessor, in non-volatile memory for
recall at a later time. For example, the tag might receive an RF
message to store the serial number of an asset inside a container from
a handheld device. Since the container is in a sealed unit, an
interrogation message could prompt the tag to retransmit that serial
number at a later time. This feature proves highly valuable if the
paperwork is ever lost during storage or shipping. Typical information
that can be stored includes asset ID, asset serial number, container
ID, container serial number, and various other fields such as a
tracking number to identify its destination. This also improves the
efficiency of the user's time in locating particular assets since most
containers are erroneously marked.
![]() Figure 5: Example of Container Identification Information
The
tag also monitors the conditions inside the container continuously, and
transmits real-time data on a periodic basis or instantaneously
through remote interrogation. Remote interrogation can occur through a
local PC or handheld device. The normal monitoring operation consists
of setting high and low thresholds for various sensors and having the
tag automatically transmit an exceedence notification when a particular
sensor detects a value outside of the set threshold.
ISRFID Software
RF
transmissions and receptions are monitored and controlled through
several software interfaces. Through use of an off-the-shelf handheld
device like an IPAQ or Palm Pilot, the tag can be programmed and
interrogated using the ISRFID handheld software. The software is
compatible with both the Windows CE platform and the Palm OS platform.
The only requirement for communications is a specially designed RF
transceiver, also built by GTRI, which attaches to the built-in serial
port of the handheld device.
![]() Figure 6: Front view of IPAQ with RF Transceiver
![]() Figure 7: Side view of IPAQ with RF Transceiver
Features
of the handheld interface include a broadcast command that is issued to
all tags in close proximity (less than 100 feet). Each tag will
respond to the handheld with their unique serial number and a list will
be displayed to the user. The user can then select an individual tag
from all available tags for the purpose of programming or interrogating
that tag.
![]() Figure 8: ISRFID IPAQ Screen used to ping sensors.
Programming
the tag can include storing important serial numbers, setting sensor
thresholds, and clearing any exceedences that have been detected.
Interrogating the tag involves recalling any stored data as well as
reporting the current values of the environmental sensors. If an
exceedence is present, the value will be highlighted in red text to
provide a visual warning to the user.
The
ability to interrogate the container and its contents remotely saves a
considerable amount of time for the user, since he/she does not have to
physically locate and inspect the container. In some cases this
feature could reduce the user
A
second software interface component in the system is the Remote
Monitoring Station or RMS. Whereas the handheld is intended for
one-to-one programming and interrogation, the RMS monitors an entire
local zone of tagged containers. The RMS software is installed on a
local PC and has the ability to interrogate and monitor several hundred
tags over period of time. Depending on the size of a military base or
storage yard, it is possible that multiple RMS locations would exist in
large areas.
![]() Figure 9: RMS Screenshot
The
RMS has all of the features resident in the handheld interface, but
adds several important features that enable the local zone to be
monitored with little to no human intervention. The RMS will
periodically transmit broadcast messages to determine if any new
containers have been introduced to the local zone. This same process
would also determine if containers have been removed from the local
zone. This list of local containers is maintained by the RMS for
several important reasons. First, each tag is automatically
interrogated every few hours to determine its current condition. All
readings that are gathered are displayed on the screen and any
exceedences are highlighted in red. Second, the list is made available
to the users so they can quickly determine which containers are in the
area. The RMS software aggregates the data into logical groupings to
make it quick and easy to obtain an overall status of the local zone.
The
most important feature of the RMS is that it serves to gather data for
a 24 hour period and automatically transmit this data to the third
piece of ISRFID software, the Central Monitoring Station (CMS). The
RMS is configured to automatically establish a dial-up connection to
the Internet and FTP the RMS data files to the CMS for storage in a
database.
The
CMS interface is a web-based interface that resides in one central
location. It consists of a website, an Oracle database, and a small
Java application. The website is built on JSP technology which allows
us to create dynamic content and achieve platform independence. From
the website, users have access to sensor readings from anywhere in the
world. Not only can users view environmental conditions for a specific
asset container, but also quickly determine where a specific asset or
container is located.
![]() Figure 10: CMS Homepage
The
homepage of the CMS presents the user with quick container and asset
search options. There is also a large map showing all the different
RMS locations that are being monitored. By clicking on the map
location, the user is taken to a screen showing current readings for
that location. Interface features of the website include the ability
to sort any of the data columns, filter data by date, location, serial
number and/or exceedence, and view data by asset, sensor, or containers
only.
![]() Figure 11: CMS Filter Feature.
Just like the handheld and RMS interfaces, exceedences are also highlighted in red text.
![]() Figure 12: CMS Sensor Readings
![]() Figure 13: CMS Quick Search Feature
Advantages
The
most obvious advantage of ISRFID is the automated monitoring of assets
and containers. The existing methods of checking environmental
conditions inside a container were often unreliable and not
consistently practiced. ISRFID eliminates these problems by allowing
automatic monitoring of the containers through the tags placed inside
the containers. The RMS software automatically detects the presence
of a tag and immediately begins to monitor its sensor readings. Users
now have the ability to sit down at one computer and monitor hundreds
of containers at once. This results in significant amounts of time and
money saved.
The
second advantage to ISRFID is the ability to store data on the tag
itself. Currently, the asset and container paperwork is stored in a
small box on the outside of the container. If this paperwork is ever
lost of damaged, the only way to determine the contents of the
container is by breaking the seal of the container and removing the lid
or cover. This is a time consuming and costly process due to the size
and conditions of the container. With ISRFID, a person can simply
interrogate the tag inside for important information via the handheld
or RMS interfaces.
The
third advantage of ISRFID is the asset and container tracking
information provided by the system. The RMS interface automatically
detects the movement of tags and therefore it tracks the movement of
the containers. When an RMS location updates the CMS database with a
new tag location, you immediately know where a container has moved.
This process takes place independent of when and where a normal
shipping clerk decides to update their own records. This tracking
ability significantly reduces the time it takes to locate containers or
assets that might be missing.
In summary, the ISRFID combined with the RMS and the CMS provide the following benefits:
1. Supports the user by reducing workload and improving data integrity.
2. Provides support by improving the user's goal of accurate and safe tracking and storage information for assets.
3.
With the exception of the user submitting asset information to the
tag, the RMS and CMS perform all other tracking automatically.
The only other feature requiring user intervention is the
transfer of data from the CMS to other organic US Navy tracking
databases.
4.
By eliminating the need to physically inspect the indicators on the
container, the user can dedicate more time to other tasks in the yard.
5.
Automatically notifying the system and thus the user that an asset
has arrived in their area allows processing and routing of that asset
to be performed and scheduled in a timely manner. This automation
eliminates the wasteful task of walking around to locate a container.
6.
A reduction in training will be achieved since the RMS and CMS are
linked to the main tracking system. This data transfer will reduce the
training required on the tracking system, which is cumbersome and
non-intuitive.
7.
By including hardware and an active system we have expanded on the
software driven, tutorial based PCD paradigm by creating a multi-tiered
smart technology approach.
Prior State
Before
ISRFID, it was required that an individual physically visit each
container and check the environmental storage conditions of the
container. To check humidity, for instance, a little blue sticker was
placed inside the container and was visible through a small view port.
The inspector had to locate the sticker and visually evaluate its
color. If the sticker turned pink, that meant that humidity was too
high. A blue color meant that humidity levels were acceptable.
Manually
checking hundreds or thousands of containers took enormous amounts of
time and labor. In most cases, the containers simply were not checked
for long periods of time. This often resulted in damaged assets that
had to be repaired or replaced at considerable cost to the military.
Other problems include forgetting to place the humidity sticker inside
the container or having the sticker fall out of place.
In
terms of tracking the assets, the Navy currently has a large database
for keeping track of valuable assets such as engines. The system is
called the Aircraft Engine Management System or AEMS. This database
relies on the shipping and receiving locations to manually input the
location updates of assets. Most of the time, this process does not
take place in a timely and reliable fashion. With the Oracle database
that the CMS maintains, AEMS administrators have the ability to verify
asset locations based on information supplied by various RMS updates.
User Profile
There
are two groups of users impacted by ISRFID. The first group is the
inventory logistic specialists. The majority of those in the first
group have a high school equivalent education and are provided minimal
information. They possess critical knowledge for remediation of
condition exceedences. ISRFID will enable the inventory logistic
specialists to perform the tasks for which they are most knowledgeable
by concentrating their efforts to situations that require remediation.
The
second user impacted by the ISRFID is the inventory planner who relies
on outdated information to predict quantity requirements at inventory
nodes based on experience versus information. With ISRFID the
inventory planner will be able to use his/her experience and knowledge
combined with information on asset location and status to optimize the
total inventory schedule repair and support actions with greater
accuracy as well as reduce the total assets required to manage the
pipeline. In effect, the inventory planner will become a command and
control specialist armed with information that enables him/her to
anticipate and provide the right assets at the right place at the right
time.
Results: There are numerous impacts of this system on the current processes. These impacts are:
- Reduction in inventory of lost engines.
*
Currently the Navy loses a number of engines/modules while in transit
over a given year. This year NAVAIR (Naval Aviation Systems) had
proposed to survey up to 30 engines. With this proactive system we can
avoid these surveys thus saving an estimated $5.6 M per year- the cost
of finding an estimated 14 engines per year that would otherwise be
surveyed.
-
Reduced instances of stored Ready-for-Issue (RFI) and
Non-Ready-for-Issue (NRFI) assets reaching Beyond Economic Repair (BER)
status or complete losses due to corrosion.
*
The ability to ensure the safe storage of an engine will save $250k per
year in repair costs on perfectly viable engines that were damaged in
storage due to humidity.
-Based
on Care of Supplies in Storage (COSIS) operations at MCAS (Marine Corps
Air Station) Cherry Point, it has been estimated that it would cost
$200K annually to open every engine container that came in for repair
to verify the condition status of the engines. Cherry Point performs
about 25% of the Navy
* O&S Cost avoidance savings is estimated to be $600K per year.
*
The tag will provide condition information such as humidity changes and
will enable avoidance of mandatory condition inspections prior to
storage.
-
Lower costs to refurbish containers. A preservation and status are more
closely monitored; restoring preservation levels in the can should
preserve the containers themselves in a better state of material
condition.
- Lower loss rates for engines containers because of tracking, inventorying and full/empty status errors.
* O&S Cost avoidance savings is estimated to be up to $420K per year.
|