CPAS: the UK’s national machine learning-based hospital capacity planning system for COVID-19
Sign Up to like & getrecommendations! Published in 2021 at "Machine Learning"
DOI: 10.1007/s10994-020-05921-4
Abstract: The coronavirus disease 2019 (COVID-19) global pandemic poses the threat of overwhelming healthcare systems with unprecedented demands for intensive care resources. Managing these demands cannot be effectively conducted without a nationwide collective effort that relies on… read more here.
Keywords: machine; machine learning; system; capacity planning ... See more keywords
An integrated framework for optimizing large hydro–photovoltaic hybrid energy systems: Capacity planning and operations management
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Cleaner Production"
DOI: 10.1016/j.jclepro.2021.127253
Abstract: Abstract Synchronous resolution of capacity planning and operations management sub-problems of large hybrid energy systems (HESs) may further enhance the synergy between different energy sources. However, these two sub-problems constitute a complex bi-level programming problem,… read more here.
Keywords: large hydro; management; energy; capacity planning ... See more keywords
Capacity planning for packaging industry
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Manufacturing Systems"
DOI: 10.1016/j.jmsy.2016.12.007
Abstract: Abstract This paper presents a capacity planning system (CPS) to generate a feasible production schedule, improve production efficiency, and avoid overcapacity for the packaging industry. CPS applies the concept of workload leveling and finite capacity… read more here.
Keywords: packaging industry; order; capacity; capacity planning ... See more keywords
Pricing and capacity planning for product-line expansion and reduction
Sign Up to like & getrecommendations! Published in 2017 at "International Journal of Production Research"
DOI: 10.1080/00207543.2017.1323132
Abstract: We investigate optimal pricing and capacity planning decisions for product-line settings such as introducing a new product or dropping an existing one. We consider a two-product, two-period model with stochastic demands, where price and capacity… read more here.
Keywords: product line; capacity; capacity planning; product ... See more keywords
Capacity planning and production scheduling integration: improving operational efficiency via detailed modelling
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Production Research"
DOI: 10.1080/00207543.2022.2028031
Abstract: Successful capacity planning and production scheduling is built on the understanding of market opportunities and the costs of capacity, production, sourcing, inventory, and distribution over the planning horizon. Increasingly, companies attempt to integrate capacity planning… read more here.
Keywords: capacity; planning production; production; production scheduling ... See more keywords
Integrated Scheduling and Capacity Planning with Considerations for Patients' Length-of-Stays.
Sign Up to like & getrecommendations! Published in 2019 at "Production and operations management"
DOI: 10.1111/poms.13012
Abstract: Motivated by the shortcoming of current hospital scheduling and capacity planning methods which often model different units in isolation, we introduce the first dynamic multi-day scheduling model that integrates information about capacity usage at more… read more here.
Keywords: patients length; integrated scheduling; capacity; scheduling capacity ... See more keywords
Emergency Department Capacity Planning: A Recurrent Neural Network and Simulation Approach
Sign Up to like & getrecommendations! Published in 2019 at "Computational and Mathematical Methods in Medicine"
DOI: 10.1155/2019/4359719
Abstract: Emergency departments (EDs) play a vital role in the whole healthcare system as they are the first point of care in hospitals for urgent and critically ill patients. Therefore, effective management of hospital's ED is… read more here.
Keywords: planning recurrent; department capacity; capacity planning; emergency department ... See more keywords
Long-term capacity planning for obstetric surgical suites using quantile linear regression
Sign Up to like & getrecommendations! Published in 2023 at "Anaesthesia and Intensive Care"
DOI: 10.1177/0310057x221127713
Abstract: Obstetric surgical suites differ from most inpatient surgical suites, serving one specialty, and often small. We evaluated long-term capacity planning for these operating rooms. The retrospective cohort study included all caesarean births in three operating… read more here.
Keywords: long term; surgical suites; term capacity; capacity planning ... See more keywords
Building research capacity through “Planning for Success”
Sign Up to like & getrecommendations! Published in 2019 at "PLoS Neglected Tropical Diseases"
DOI: 10.1371/journal.pntd.0007426
Abstract: 1 Centro Internacional de Entrenamiento e Investigaciones Médicas, Cali, Colombia, 2 Universidad Icesi, Cali, Colombia, 3 UNICEF/UNDP/World Bank/WHO Special Programme for Research and Training in Tropical Diseases, World Health Organization, Geneva, Switzerland, 4 Health Services… read more here.
Keywords: research capacity; research; capacity planning; building research ... See more keywords
Interactive Multiobjective Procedure for Mixed Problems and Its Application to Capacity Planning
Sign Up to like & getrecommendations! Published in 2021 at "Entropy"
DOI: 10.3390/e23101243
Abstract: A problem that appears in many decision models is that of the simultaneous occurrence of deterministic, stochastic, and fuzzy values in the set of multidimensional evaluations. Such problems will be called mixed problems. They lead… read more here.
Keywords: decision; mixed problems; procedure; capacity planning ... See more keywords
An Overview of Hospital Capacity Planning and Optimisation
Sign Up to like & getrecommendations! Published in 2022 at "Healthcare"
DOI: 10.3390/healthcare10050826
Abstract: Health care is uncertain, dynamic, and fast growing. With digital technologies set to revolutionise the industry, hospital capacity optimisation and planning have never been more relevant. The purposes of this article are threefold. The first… read more here.
Keywords: overview hospital; hospital capacity; capacity; planning optimisation ... See more keywords