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{
Life Cycle for Engineering the Healthcare Service Delivery of Imaging
Jan Twomey, Professor
Industrial and Manufacturing Engineering
{ 1. why?
2. some results of energy consumption
3. some implications
4. continuation of work
Delivery of Imaging Service Robert Dole VA Medical Center, Wichita KS
Wesley Hospital Medical Center, Wichita KS
presentation objectives
{ Healthcare and Energy
Motivation
Healthcare and Energy
15.00
20.00
25.00
30.00
35.00
2007 2012 2017 2022 2027 2032q
uad
rill
ion
Btu
Residential
Commercial
Industrial
Transportation
0.000
0.005
0.010
0.015
Gro
wth
Ra
te
EIA Energy Consumption Forecast by Sector 2009-2035
EIA Forecast Rate of Growth in Energy Consumption
Commercial Sector 2009-2035
Healthcare
Annual Energy Outlook 2011
Healthcare spends $8.8 billion on energy each year to meet patient needs. Most focus (DOE) focus on HVAC improvements.
Electricity use in healthcare
47% of electricity consumption from inside building envelope activities.
Energy consumption healthcare setting
Annual Energy Outlook 2008, EIA
The EPA’s 2005 Compliance Sector Notebook Healthcare Industry reported its findings/ provides guidance as an aggregate according to healthcare facilities and activities (categories of medical wastes).
Existing LCA of laundry & cafeteria services.
New worldwide movement in Healthy Hospitals
• healthcare without harm
• green
• energy efficient
• sustainable
Healthcare and Environment
{ Data collection and analysis
Methodology
{
Life-cycle analysis can be highly detailed and always quantitative assessments that characterize, and assess the environmental impacts of energy use, raw material use, wastes and emissions over all life stages.
Life Cycle Analysis (LCA)
Resource Extraction
End of Life
Mfg & Processes
Product Use
Materials Recovery
Remanufacture
Component Recovery
Disposal
En
erg
y,
Natu
ral
Reso
urces E
mis
sio
ns, W
aste
, Wate
r P
ollu
tion
transport
Product/Process Life Cycle
We conduct LCA for many reasons
Decision-making in industry and government
Strategic planning, investments, product/process design
Marketing Environmental claim, eco-
labeling Communication with
stakeholders Shareholders, regulatory
agencies, policy makers Research and Development Early evaluations of projects,
periodic re-evaluations
Long term: provide healthcare decision-makers a model/simulation tool made up of modules for making cost-effective system-wide operational decisions.
Near term: create a set of modules that represent various environmental impact information for a number of healthcare services and to relate those data to medical outcomes. Imaging (x-ray, CT, MRI)
Dialysis
DNA testing
Approach: detailed level of analysis (lci) on a service by service basis
Our work
Emergency Services
Medical Records
X- Ray Services
X-Ray equipment
Consumables
HVAC
Lighting
Ancillary
CT Services
CT equipment
Consumables
HVAC
Lighting
Ancillary
MRI services
X-Ray equipment
Consumables
HVAC
Lighting
Ancillary
Dialysis Service
Dialysis equipment
Consumables
HVAC
Lighting
Ancillary
Water purification IT Services
Imaging
Environmental Information
research setting: VA
general medical care and surgical hospital
2008 full-time employees 823, (44 physicians, 259 nurses)
2008 average daily census 62 inpatients
2008 outpatient visits 515,296
imaging department 13 technicians
1 CT, 4 x-ray machines
open 24/7
regular hours 7:00-4:30, M-F
CT utilization over 24 hr.
period 20%
tech on call for emergencies
research setting: Wesley
General medical care and surgical hospital
2011 full-time employees 3700, (700 physicians)
2011 average daily census ?
2011 outpatient visits ?
imaging department 80 technicians – 3 shifts
4 CT, 4 Fluoroscopy tables, 9 mobile Fluoroscopy units, 4 X-ray tables, 10 portable X-ray units
open 24/7
regular hours 7:00-4:00, M-F
CT utilization over 24 hr.
period 62%
tech on call for emergencies
{
X-ray images are the most common and widely available diagnostic imaging technique.
Bones, tumors and other dense matter appear white or light because they absorb the radiation.
X-rays may not show as much detail as an image produced using newer, more powerful techniques.
X-ray Imaging
Bhargavan, M. , Sunshine J.; “Utilization of Radiology Services in the United States: Levels and Trends in Modalities, Regions, and Populations”; March 2005, Radiology, 234,824-832.
{
special x-ray equipment and sophisticated computers
greater clarity/more details
best fastest tools for studying chest, abdomen pelvis because it provides detailed, cross-sectional views of all types of tissues
1980– 3 million CT scans in a year
2007 – 70 million scans in a year
CT scan (Computed Axial Tomography)
Landro, L., 2010, "Radiation Risks Prompt Push to Curb CT Scans," The Wall Street Journal New York.
{
• Boundary conditions – • pt point of entry into X-ray or
CT room, setup for next pt begins
• Ends - pt leaves room/room clean up ends
• Metrics – • ave kWh/month, ave kWh/series
• Observational, timed, metered power, hospital records, literature, industrial literature
• laundry & consumables
Data collected
{ Energy consumed delivery of imaging services
Results
.
VA X-ray energy information collected
X-ray GE Room X-ray Philips Room
Area 216 264
Machines/Equipment X-ray machine - GE Definium 8000 X-ray machine - Philips DigitalDiagnost
CR Reader Equipment - FCR XG5000 Image
Reader CR Reader Equipment - FujiFilm FCR Carbon™
Printer - DryPix 5000 Dry Laser Imager FM-DP L
Computers
CR Reader Computer - Dell OptiPlex GX620
Desktop Printer Monitor - Dell 15 inch LCD Monitor
CR Reader Monitor - Elo 1515L 15" Touchmonitor Printer Computer - Dell OptiPlex GX150
Server Computer - Dell OptiPlex 755 CR Reader Computer - Dell OptiPlex GX620 Desktop
Server Monitor - Dell 15 inch LCD Monitor CR Reader Monitor - Elo 1515L 15" Touchmonitor
Lighting 32 watts Florescent T8 Model (5 of them) 32 watts Florescent T8 Model (4 of them)
120 watts Incandescent (8 ot them) 120 watts Incandescent (7 ot them)
Air conditioning Ceiling Ven Ceiling Ven
.
VA CT energy information collected
Main CT Room Control Room
Area (𝒇𝒕𝟐) 364 144
Machines/ Equipment
Philips CT (64 slice) AED (Automated
External Defibrillator) – Crane No other equipment in this area
Lighting 8 × 24" U-Bent Florescent 4 × 24" Straight Florescent
Computers No Computer in this area 4 Computers including CT machine
main computer
Air conditioning
Floor Mount Air Conditioner and ceiling vent
Ceiling Vent
X-ray power signal
Energy consumption measures
Exposure = energy consumed
during scan (active power)
Standby = energy consumed while pt in the room (standby power)
Partial = energy consumed by bed movement, gantry rotation (partial power)
Idle = energy consumed when waiting for next pt (standby power)
{
Energy consumption measures
Exposure = energy consumed during scan (active power) Standby = energy consumed while pt in the room (standby power) Partial = energy consumed by bed movement, gantry rotation (partial power) Idle = energy consumed when waiting for next pt (standby power)
CT power signal
orthopedic scan
{ Loadcontrols portable power cell model PPC-3
n= 75 pts. and 274 exposures for GE in 2010
Standby Energy & Exposure energy
X-Ray Imaging VA (GE Machine)
0.0E+00
2.0E-02
4.0E-02
6.0E-02
8.0E-02
1.0E-01
ave
kW
h
Standby Energy (kWh) Active Energy (kWh)
0
50
100
150
200
Av
erag
e T
ime
(Sec
on
ds)
{ Loadcontrols portable power cell model PPC-3
n= 64 pts. in 2011
Standby energy >> partial & active energy
CT protocols for VA
0
0.2
0.4
0.6
0.8
1
1.2
ave
kW
h
Standby Energy (kWh) Partial Energy (kWh) Active Energy (kWh)
0:00:000:02:530:05:460:08:380:11:310:14:240:17:170:20:10
Av
e (
hh
:mm
:ss)
{
Loadcontrols portable power cell model PPC-3
n= 131 pts. in 2011
Standby energy >> partial & active energy
CT protocols for Wesley
X-ray monthly energy consumed
0
400
800
1200
1600
Exposure
&Standby
Idle Ancillary
Equipments
Lighting HVAC Consumable
Materials
Reusable
Medical
Textiles
156.3
1,247.6
434.1
547.2 501.1
71.5
1,242.8
49.9
575.0
280.8
604.8 612.5
68.6
914.9
Mo
nth
ly E
ner
gy
Co
nsu
mp
tio
n (
kW
h)
Monthly Energy Consumption of GE and Phillips Rooms
Current Condition (GE 44% and Phillips 32% Utilization Ratio)
GE(44%Utilization) Phillips (32% Utilization)
X-ray monthly energy consumed equal utilization 50%
0.00
1.00
2.00
Exposure
&Standby
Idle Ancillary
Equipments
Lighting HVAC Consumable
Materials
Reusable
Medical
Textiles
0.26
1.85
0.65
0.82 0.75
0.12
2.10
0.15
1.04
0.53
1.15 1.17
0.15
2.71 E
ner
gy
Co
nsu
mp
tio
n P
er P
atie
nt
(kW
h)
Energy Consumption per Patient in GE and Phillips Room
(GE and Phillips 50% Utilization Ratio)
GE(50%Utilization) Phillips (50% Utilization)
X-ray energy consumed per series
0.00
1.00
2.00
3.00
Exposure
&Standby
Idle Ancillary
Equipments
Lighting HVAC Consumable
Materials
Reusable Medical
Textiles
0.26
2.11
0.73
0.92 0.85
0.12
2.10
0.15
1.70
0.83
1.79 1.82
0.20
2.71
En
erg
y C
on
sum
pti
on
Per
Pat
ien
t (k
Wh
)
Energy Consumption per Patient in GE and Phillips Room
Current Condition (GE 44% and Phillips 32% Utilization Ratio)
GE(44%Utilization) Phillips (32% Utilization)
{
X-ray
0.0
2.0
4.0
6.0
8.0
10.0
12.0
14.0
16.0
18.0
20.0
22.0
24.0
10% 20% 30% 40% 50% 60% 70% 80% 90%
Ener
gy C
onsu
mpti
on (
kW
h /
Pat
ient)
Total mchine Energy Consumption / Patient
GE X-ray (Solid Color) and Phillips X-ray (Pattern Color)
Philips Total HVAC Energy
Philips Total Lighting (kWh)
Philips Ancillary Equipments
Phillips 24hours Idle Energy
Phillips Average Standby Energy
Phillips Average Exposure Energy
GE Total HVAC Energy
GE Total Lighting (kWh)
GE Ancillary Equipments
GE 24 Hours Idle Energy
GE Average Standby Energy
GE Average Exposure Energy
Different Utilization Ratio for Both GE & Phillips Machines
CT monthly energy consumed
CT energy consumed per series
{ majority of energy consumed while CT and X-ray are sitting idle and by medical textiles
more than HVAC
Imaging: X-ray and CT at the VA
Monthly Energy Consumption by X-ray & CT service with current utilizations
0
400
800
1200
1600
2000
2400
2800
3200
Exposure&Standby
Idle AncillaryEquipment
Lighting HVAC ConsumableMaterials
ReusableMedicalTextiles
Mo
nth
ly E
ner
gy C
on
sum
pti
on
(kW
h)
X-ray GE X-ray Philips CT Scan
{
Imaging: X-ray and CT at the VA
Per patient Energy Consumption by X-ray & CT service with current utilizations
majority of energy consumed while CT and X-ray are sitting idle and by medical textiles
more than HVAC
reducing energy/water/consumption, healthcare services while guaranteeing the quality of patient outcomes.
Simple energy saving (reduce costs)
- turn off x-ray machines, etc.
- CT cannot be turned off, but certain ancillary equipment can be
- replace lighting
- use disposable gowns, and shorts
-
Scheduling/evaluate capacity while
maintain quality of service
Work with CT/X-ray manufacturers to reduce idle energy consumption
Ph
oto
by
Cin
dy
Mil
ler
Valerie S. Wright, Radiology Manager, Robert J Dole VAMC
VA Dialysis Monthly
water purification –pump inside the hospital running continuously utilization low, therefore water purification energy relatively very high portable purification better? energy? quality of care? embodied energy in consumables dominate
0
400
800
1200
1600
DialysisMachine
AncillaryEquipment
Lighting HVAC WaterPurification
ConsumableMaterials
ReusableTextile
77.7 23.5 20.7
325.7
501.3
1,307.3
406.5
Mo
nth
ly E
ner
gy C
on
sum
pti
on
(kW
h)
Dialysis at VA Hospital (46% Utilization)
Monthly consumption 46% utilization
VA Dialysis by Patient
water purification –pump inside the hospital running continuously utilization low, therefore water purification energy relatively very high portable purification better? energy? quality of care? embodied energy in consumables dominate
Per patient consumption
0
15
30
45
60
DialysisMachine
AncillaryEquipment
Lighting HVAC WaterPurification
ConsumableMaterials
ReusableTextile
3.5
1.1 0.9
14.8
22.8
59.4
18.5
Ener
gy C
on
sum
pti
on
Per
Pat
ien
t (k
Wh
)
{ MRI and Ultra Sound
epidemiological study of CT in Sedgwick county ?
burden to society of receiving too many CT scans?
Where to go from here?
CT Scan 13.5%
MRI 4.0%
Ultrasound 24.7%
PET Scan 0.3%
X-ray & Mammography
52%
Radiation Oncology
5.8%
{
Where to go from here?
connection to medical outcomes?
what is radiation waste?
connect with the Healthy Hospital movement
Grad Stud: Fernando Valenzuela & Amin Esmaeili; Post Doc: Ashkan Jahromi; and Medical Physicist Chris Hearn
{ { Post Doc & Students
Seyed Soltani
Amin Esmaeili & Fernando Dominquez
Nicholas Thomas & Ashlee Mcadam
Collaborators
Chuck McGuire, University of Kansas Medical School
Chris Hearn, Radiation Physicist, Wesley Hospital
Val Wright and Tom Sanders,
Robert Dole VA Medical
Center
acknowledgments
The support for this research comes from NSF CMMI 0946342 and DOE: Sustainable Wind Energy and Sustainable Energy Solutions.