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Paula Carroll

Lecturer/Assistant Professor

School Of Business
Quinn School of Business
Belfield
Dublin 4

Tel: +353 1 7164776
Email: paula.carroll@ucd.ie

Biography

Paula has been a lecturer in UCD since 2003. Her background is in electrical engineering (Kevin St., DIT, 1986).

She has an MSc in Computer Science (DCU, 1996). The topic of her dissertation was Heuristic Techniques (Simulated Annealing and Genetic Algorithms) for routing in Telecommunications Networks.

Paula also has a Masters in Management Science from the Smurfit School of Business (UCD, 2005). The topic of this dissertation was the Polyhedral Approach to Telecommunications Networks Design Problems.

Paula's PhD was in the field of Combinatorial Optimisation. Her thesis was titled "The Ring Spur Assignment Problem".

Paula has considerable experience in both academia and industry. Prior to joining UCD she worked as a Software Developer with the ESB (Ireland's semi-state electricity company), in Quality Assurance with DEC (Digital Equipment Corporation) and in Business Planning and Management (an MIS role) with eircom (Ireland's former incumbent telco). She has also lectured in DCU.
 
Paula was academic director of the Bachelor of Commerce (International) programme from 2013 - 2017.  

Professional

         

Conference Contributions

White, Arthur; Carroll, Paula (2016) Identifying Patterns of Learner Behaviour Using Latent Class Analysis. [National Refereed Conference Paper], Conference of Applied Statistics Ireland (CASI 2016), Limerick , 16-MAY-16 - 18-MAY-16.
Carroll, Paula; Flynn, Damian; Melhorn, Alexander; Li, Mingsong; (2015) Unit Commitment benchmark Problems. EURO 2015, 27th European Conference on Operational research, Glasgow, UK , 12-JUL-15 - 15-JUL-15.
Carroll, Paula; Flynn, Damian; Li, Mingsong; Melhorn, Alexander (2015) Unit Commitment Models and Benchmark Problems. [Refereed Abstracts], 12th International Conference on Computational Management Science 2015, Prague, Czech Republic , 27-MAY-15 - 29-MAY-15.
Alexander C. Melhorn, Mingsong Li, Damian Flynn and Paula Carroll (2014) Unit Commitment Models and Benchmark Problems. [Refereed Abstracts], ISCO 2014, 3rd International Symposium on Combinatorial Optimization, Lisbon, Portugal , 05-MAR-14 - 07-MAR-14.
Rattner, E., Carroll, P. & Hargaden, V. (2014) Optimisation of Multi-Channel Support Teams using Linear Programming. [Invited Oral Presentation], Institute of Operations Research and Management Science (INFORMS) Annual Meeting, San Francisco, USA , 09-NOV-14 - 12-NOV-14.
Paula Carroll and Niall McDermott (2014) Open-book online MCQs to improve learning outcomes on a large Data Analysis module delivered to business students. [Refereed Abstracts], Blackboard Teaching & Learning Conference 2014, Dublin, Ireland , 29-APR-14 - 02-MAY-14.
Carroll, Paula, Bernard Fortz, Martine Labbé, Seán McGarraghy; (2012) Recent Developments in the Ring Spur Assignment Problem. EURO 2012, 25th European Conference on Operational Research, Vilnius, Lithunia , 08-JUL-12 - 11-JUL-12.
Carroll, Paula, Bernard Fortz, Martine Labbé, Seán McGarraghy; (2010) A Cutting Plane Algorithm for the RSAP. EURO 2010, 24th European Conference on Operational Research, Lisbon, Portugal , 11-JUL-10 - 16-JUL-10.
Carroll, P.; (2009) The Ring Spur Assignment Problem - An Introduction. [National Refereed Conference Paper], WIT Annual PhD Summer School in Combinatorics, Waterford Institute of Technology , 03-JUN-09 - 05-JUN-09.
Paula Carroll, Sean McGarraghy; (2008) Polyhedral Investigation of the Ring Spur Assignment Problem. [National Refereed Conference Paper],   International Symposium on Combinatorial Optimization, CO 2008, University of Warwick , 16-MAR-08 - 19-MAR-08.
Paula Carroll, Sean McGarraghy; (2008) The Ring Spur Assignment Problem. [National Refereed Conference Paper], APMOD 2008, Comenius University, Bratislava, Slovakia , 25-MAY-08 - 30-MAY-08.
Paula Carroll, Sean McGarraghy; (2007) Topology Design for Next Generation Telecommunications Networks. [National Refereed Conference Paper], 21st British Combinatorial Conference, University of Reading , 09-JUL-07 - 13-JUL-07.
   

Education

Year 2012 Institution:
Qualification: PhD Subject: PhD in Combinatorial Optimisation
Year 2005 Institution: University College Dublin
Qualification: MMangtSc Subject:
Year 1996 Institution: Dublin City University (DCU), IRL
Qualification: MSc Subject:
Year 1986 Institution: Trinity College Dublin
Qualification: BSc Subject:
       

Other Activities

Invited Seminars:
Combinatorial Optimization and Applications 2017, 10/2/17, University of Edinburgh School of Mathematics, Smart Electricity Grid Tariff Design, co-author Mel Devine ESRI.
Central Statistics Office, 19/9/2013, Exploration of electricity usage data from smart meters to investigate household composition;
DIT School of Mathematical Sciences, 06/12/2011, An introduction to the Ring Spur Assignment Problem and an introduction to Cutting Plane Algorithms. 

Publications

     

Peer Reviewed Journals

Rogers, Will; Carroll, Paula; McDermott, James (2017) 'A Genetic Algorithm approach to the Smart Grid Tariff Design Problem'. Soft Computing, . [DOI] [Details]
Carroll, Paula; Murphy, Tadhg; Hanley, Michael; Dempsey, Daniel; Dunne, John (2017) 'Household Classification using Smart Meter Data'. Journal of Official Statistics, . [Details]
Carroll, Paula; Flynn, Damian; Fortz, Bernard; Melhorn, Alex (2017) 'Sub-hour Unit Commitment MILP Model with Benchmark Problem Instances in Computational Science and Its Applications -- ICCSA 2017: 17th International Conference, Trieste, Italy, July 3-6, 2017, Proceedings, Part II, Eds Gervasi et al'. Lecture Notes in Computer Science, 10405 :635-651. Available Online [DOI] [Details]
Carroll, Paula; White, Arthur (2017) 'Identifying Patterns of Learner Behaviour: What Business Statistics Students do with Learning Resources'. INFORMS Transactions on Education, 18 (1):1-13. Available Online [DOI] Link to full text [Details]
da Costa, Paulo Roberto de Oliveira; Mauceri,Stefano; Carroll, Paula; Pallonetto, Fabiano (2017) 'A Genetic Algorithm for a Green Vehicle Routing Problem, in International Network Optimisation Conference (INOC 2017)'. Electronic Notes in Discrete Mathematics, . Link to full text [Details]
Melhorn, Alex; Li, Mingsong; Carroll, Paula; Flynn, Damian (2016) 'Validating unit commitment models: A case for benchmark test systems'. IEEE PES Meeting, :1-5. [DOI] Link to full text [Details]
Fahey, Will; Carroll, Paula (2016) 'Improving Biopharmaceutical Manufacturing Yield Using Neural Network Classification'. BioProcessing Journal, 14 (4):39-50. [DOI] Link to full text [Details]
Rogers, William; Carroll, Paula (2016) 'Smart Meter Tariff Design to Minimise Wholesale Risk, in International Network Optimisation Conference (INOC 2015)'. Electronic Notes in Discrete Mathematics, 52 :21-28. Available Online [DOI] Link to full text [Details]
Hickey, Ciarán; Kelly, Stephen; Carroll, Paula; O'Connor, John (2015) 'Prediction of Forestry Planned End Products Using Dirichlet Regression and Neural Networks'. Forest Science, 61 (2):289-297. [DOI] Link to full text [Details]
Galván-Lópeza, Edgar; Curran, Tom; McDermott, James; Carroll, Paula; (2015) 'Design of an Autonomous Intelligent Demand-Side Management System Using Stochastic Optimisation Evolutionary Algorithms'. Neurocomputing, 170 :270-285. [DOI] [Details]
Cronin, Anthony; Carroll, Paula (2015) 'Engaging Business Students in Quantitative Skills Development'. e-Journal of Business Education and Scholarship of Teaching, 9 (1):119-131. Link to full text [Details]
McDermott, James; Carroll, Paula (2013) 'Program Optimisation with Dependency Injection, in EuroGP 2013'. Lecture Notes in Computer Science, 7831 :133-144. Available Online [DOI] [Details]
Carroll, P.; Fortz, B.; Labbé, M. and McGarraghy, S (2013) 'A Branch and Cut Algorithm for the Ring Spur Assignment Problem'. Networks, 61 (2):89-103. [DOI] [Details]
Carroll, Paula and S. McGarraghy (2013) 'A decomposition algorithm for the ring spur assignment problem'. International Transactions in Operational Research, 20 (1):119-139. Available Online [DOI] [Details]
Carroll, Paula, Bernard Fortz, Martine Labbé, Seán McGarraghy; (2011) 'Improved Formulations for the Ring Spur Assignment Problem, in International Network Optimisation Conference (INOC 2011)'. Lecture Notes in Computer Science, 6701 :24-36. Available Online [DOI] [Details]
 

Conference Publications

Keenan, Peter; Carroll, Paula; Conway, Henry; Lee, Stephen; (2017) Spatial modelling of climate change in Irish forestry 23rd Americas Conference on Information Systems (AMCIS 2017) Available Online [Details]
Carroll, Paula; Sweeney, James (2016) Motivational Assessment Strategies in Business Analytics Pre-ICIS SIGDSA/IFIP WG8.3 Symposium: Innovations in Data Analytics Available Online [Details]
Miscione, Gianluca; Carroll, Paula; Dekker, Sabrina; Nedovic-Budic,Zorica; Shahumyan, Harutyun (2016) Multinational and Indigenous IT Companies in Ireland: Exploring the Spatial Relationships between the Two Tiers Pre-ICIS symposium on Locational Analytics, Spatial Decision Making and Big Data: Research and Teaching Available Online [Details]
Paula Carroll, Arthur White and Audrey Dempsey (2014) Face-to-Face attendance and online engagement in a large Data Analysis module EdTech 2014, The 15th Educational Technology Conference of the Irish Learning Technology Association (ILTA) [Details]
Cronin, Anthony; Carroll, Paula (2013) Building Analytical Skills in Undergraduate Business Students - the impact of Project Maths . In: Thérese Dooley et al eds. MEI 5 Mathematics Education: Crossing Boundaries, Fifth conference on research in mathematics education St Patrick's College, Dublin, Ireland, , pp.113-124 Available Online [Details]
Carroll, Paula; Dunne, John; Hanley, Michael; Murphy, Tadhg (2013) Exploration of electricity usage data from smart meters to investigate household composition United Nations Economic Commission for Europe, Conference of European Statisticians, Seminar on Statistical Data Collection Geneva, Switzerland, , pp.WP 29 Available Online [Details]
Carroll, Paula, Seán McGarraghy; (2009) Investigation of the ring spur assignment problem . In: G. Bigi, A. Frangioni, M.G. Scutella eds. International Network Optimization Conference (INOC 2009) Pisa, Italy, Available Online [Details]
Carroll, Paula, Seán McGarraghy; (2009) An algorithm for the ring spur assignment problem . In: Nina Papova, Mícheál Ó hÉigeartaigh eds. International Eugene Lawler PhD Summer School Waterford Institute of Technology, [Details]
                                                           

Working Paper

Bokharaie, Vahid; Carroll, Paula; Devine, Mel; Fennell, Peter; Gleeson, James; Finn, Paddy; (2013) Electricity Exchange: Demand Side Unit performance monitoring. Working Paper Available Online [Details]
                                       

Educational Articles

Carroll, Paula (2017) Identifying Resources that Best Assist Students to Reach Learning Outcomes. Educational Articles Available Online [Details]
                               

Research

Research Interests

My research interests are in the application of Business Analytics and Operations Research techniques to solve real world business problems. This involves creating mathematical models of business problems, applying combinatorial optimisation techniques to solve the models, and interpreting the solutions as a set of decision recommendations. It may also involve the use of statistical and machine learning models. You'll find a short video about my research interests here.

I am a member of ENOG, the European Network Optimisation Working Group of EURO. EURO is the Association of European Operational research Societies.  

I am a member of the UCD Energy Institute focusing on optimisation problems that arise in energy systems integration. 

I am also interested in aspects of analytics applied to education, particularly in the development of quantitative skills for business students. I've shared some short videos for business statistics students who use the New Cambridge Statistical Tables here.




 
 
 
 

Research Projects

Sponsor : University College Dublin (UCD)
Title : Linking Quantitative Business Research to Undergraduate Business Education
Start Date / End Date : 01-FEB-17 / 31-AUG-18
Sponsor : University College Dublin (UCD)
Title : OBRSS Research Support Scheme
Start Date / End Date : 01-NOV-16 / 31-OCT-19
Sponsor : Irish Research Council (IRC)
Title : Optimisation of Biopharmaceutical Manufacturing Processes using Business Analytics
Start Date / End Date : 01-OCT-16 / 30-SEP-20
Sponsor : University College Dublin (UCD)
Title : Stochastic and Robust Optimisation approaches to the Unit Commitment Problem
Start Date / End Date : 02-SEP-13 / 30-SEP-15
Sponsor : Science Foundation Ireland (SFI)
Title : Sustainable Electrical Energy Systems SRC sub account from R12207
Start Date / End Date : 13-DEC-10 / 12-DEC-17

Recent Postgraduates

Recent Graduates

MSc by Research, Co-supervisor Dr Damian Flynn:
Li, Mingsong (2015) The Unit Commitment Problem: Test Systems and MILP Models

Sample of recent topics in the MSc in Business Analytics:
  • Eoin O'Driscoll (2017) Application of Simulation Modelling for Predictive Cluster Photolithographic Tool Run Rate within Semiconductor Fabrication Process
  • Paulo Roberto de Oliveira da Costa and Stefano Mauceri (2016) A heuristic approach for the Green Vehicle Routing Problem
  • Eibhilín Nic Giolla Bhuí (2015) Improving Response Time Predition Models of an Adaptive Learning Engine
  • Doody, Noelle (2014) Power Curve Modelling for Wind Farm Performance Management
  • Hoare, Terri and Kerr, Catherine (2014) Reconciling the output of multiple stochastic classifiers subject to global rules: Detecting and Classifying Temporal Relations in Text
  • Rogers, William (2014) Minimising Electricity Wholesale Risk using Tariff Design
  • Fahey, Will (2014) Application of Neural Networks to biopharmaceutical manufacturing data
  • Hanley, Michael and Murphy, Tadhg (2013) Estimating Household Composition From Smart Meter Data: Classification Using Neural Networks.                                                
  • Hickey, Ciarán and Kelly, Stephen  (2013)  An Investigation into the Prediction of Planned End Product Forestry Timber using Dirichlet Regression and Neural Networks.

 


 
 
 

Current Postgraduate Students

William Fahey, Doctor of Philosophy (PhD)   -   Thesis Supervisor

Teaching

Teaching Philosophy

I encourage students to become self-directed learners and to be responsible for their own learning. I enable their learning by providing well developed content which is delivered in a blended learning environment.
   

Review and Enhancement of Curriculum

Coordinator of Bachelor of Commerce (International) review within Assurance of Learning and Curriculum Review and Enhancement Projects in 15/16 and 16/17.

Developing as a Teacher

Participant at College of Business workshop on Teaching and Learning in the Quantitative Disciplines, 2015; Participant at "Developing and Enhancing Pedagogic Research Skills (in the STEM Disciplines)" workshop, UCD, 2015; Participant at "Principles of Active Learning" workshop, UCD, 2012.

Innovation & Leadership

Presentation at College of Business T&L symposium 2016: Face-to-Face attendance and online engagement in a large Data Analysis Module; Presentation at College of Business T&L Symposium 2014: Issues of Attendance and Engagement.