Efficient management of operating room (OR) schedules is important as the OR is the largest cost and revenue center in a hospital and can substantially impact its staffing and finances. A major problem associated with developing OR schedules for elective surgeries is the schedule disruption from uncertainty inherent in the duration of surgical services. Another problem is the cascaded impact on overall system performance of facilities and resources upstream and downstream to the OR. Using a manufacturing system analytical approach, the peri-operative process is modeled as a transfer line with three machines and two buffers by a discrete time Markov chain. Uncertain surgical and recovery duration is quantified probabilistically and incorporated in the Markov chain model with multistate geometrical machines. Model predictive control (MPC) to pace patient release into the ORs is then applied to control system transient performance. With this model and empirical studies of surgery and recovery duration, guidance can be given to OR managers on how to dynamically schedule and reschedule patients throughout an OR's day that minimizes cost for a given workload. The proposed predictive control model can also control other transient performance metrics such as OR and recovery room (RR) utilization, patient flow, and cost.
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August 2018
Research-Article
Tactical Operating Room Planning Based on System Transient Performance Control
Zhigang Zeng,
Zhigang Zeng
Department of Mechanical and
Manufacturing Engineering,
University of Calgary,
Calgary, AB T2N 1N4, Canada
e-mail: zenz@ucalgary.ca
Manufacturing Engineering,
University of Calgary,
Calgary, AB T2N 1N4, Canada
e-mail: zenz@ucalgary.ca
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Robert W. Brennan,
Robert W. Brennan
Department of Mechanical and
Manufacturing Engineering,
University of Calgary,
Calgary, AB T2N 1N4, Canada
e-mail: rbrennan@ucalgary.ca
Manufacturing Engineering,
University of Calgary,
Calgary, AB T2N 1N4, Canada
e-mail: rbrennan@ucalgary.ca
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Theodor Freiheit
Theodor Freiheit
Department of Mechanical and
Manufacturing Engineering,
University of Calgary,
Calgary, AB T2N 1N4, Canada
e-mail: tfreihei@ucalgary.ca
Manufacturing Engineering,
University of Calgary,
Calgary, AB T2N 1N4, Canada
e-mail: tfreihei@ucalgary.ca
Search for other works by this author on:
Zhigang Zeng
Department of Mechanical and
Manufacturing Engineering,
University of Calgary,
Calgary, AB T2N 1N4, Canada
e-mail: zenz@ucalgary.ca
Manufacturing Engineering,
University of Calgary,
Calgary, AB T2N 1N4, Canada
e-mail: zenz@ucalgary.ca
Robert W. Brennan
Department of Mechanical and
Manufacturing Engineering,
University of Calgary,
Calgary, AB T2N 1N4, Canada
e-mail: rbrennan@ucalgary.ca
Manufacturing Engineering,
University of Calgary,
Calgary, AB T2N 1N4, Canada
e-mail: rbrennan@ucalgary.ca
Theodor Freiheit
Department of Mechanical and
Manufacturing Engineering,
University of Calgary,
Calgary, AB T2N 1N4, Canada
e-mail: tfreihei@ucalgary.ca
Manufacturing Engineering,
University of Calgary,
Calgary, AB T2N 1N4, Canada
e-mail: tfreihei@ucalgary.ca
Manuscript received February 24, 2018; final manuscript received April 15, 2018; published online May 9, 2018. Assoc. Editor: Shijia Zhao.
ASME J of Medical Diagnostics. Aug 2018, 1(3): 031004 (14 pages)
Published Online: May 9, 2018
Article history
Received:
February 24, 2018
Revised:
April 15, 2018
Citation
Zeng, Z., Brennan, R. W., and Freiheit, T. (May 9, 2018). "Tactical Operating Room Planning Based on System Transient Performance Control." ASME. ASME J of Medical Diagnostics. August 2018; 1(3): 031004. https://doi.org/10.1115/1.4040055
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