A Decision Support System for Attended Home Services

被引:5
|
作者
Bruck, Bruno P. [1 ]
Castegini, Filippo [2 ]
Cordeau, Jean-Francois [3 ]
Iori, Manuel [2 ]
Poncemi, Tommaso [4 ]
Vezzali, Dario [5 ]
机构
[1] Univ Fed Paraiba, Ctr Informat, BR-58058600 Joao Pessoa, Paraiba, Brazil
[2] Univ Modena & Reggio Emilia, Dept Sci & Methods Engn DISMI, I-42122 Reggio Emilia, Italy
[3] HEC Montreal, Montreal, PQ H3T 2A7, Canada
[4] IRETI, External & Metering Operat, I-42123 Reggio Emilia, Italy
[5] Univ Modena & Reggio Emilia, FMB, I-41121 Modena, Italy
来源
INFORMS JOURNAL ON APPLIED ANALYTICS | 2020年 / 50卷 / 02期
关键词
attended home services; time slot management; routing; decision support system; simulation; TIME-SLOT MANAGEMENT; ROUTING PROBLEM; DELIVERY;
D O I
10.1287/inte.2020.1031
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
This paper describes a decision support system developed to solve a practical attended home services problem faced by Iren Group, an Italian multiutility company operating in the distribution of electricity, gas, and water. The company operates in several regions across Italy and aims to optimize the dispatching of technicians to customer locations where they perform installations, closures, or maintenance activities within time slots chosen by the customers. The system uses historical data and helps operations managers in performing a number of strategic decisions: grouping municipalities into clusters; designing sets of model-weeks for each cluster; evaluating the obtained solutions by means of a dynamic rolling horizon simulator; and providing as output several key performance indicators, as well as visual optimized technician routing plans to analyze different scenarios. The system uses mathematical models and heuristic algorithms that have been specifically developed to take into account different service levels. Computational experiments carried out on data provided by the company confirm the efficiency of the proposed methods. These methods also constitute a powerful tool that can be used by the company not only to reduce costs but also to help them in their strategic evaluation of existing and potential market opportunities.
引用
收藏
页码:137 / 152
页数:16
相关论文
共 50 条
  • [1] Spatial decision support system for home-delivered services
    Gorr W.
    Johnson M.
    Roehrig S.
    [J]. Journal of Geographical Systems, 2001, 3 (2) : 181 - 197
  • [2] Integrated optimization and decision support systems for attended home delivery and service problems
    Dario Vezzali
    [J]. 4OR, 2024, 22 : 177 - 178
  • [3] Integrated optimization and decision support systems for attended home delivery and service problems
    Vezzali, Dario
    [J]. 4OR-A QUARTERLY JOURNAL OF OPERATIONS RESEARCH, 2024, 22 (01): : 177 - 178
  • [4] A decision-making support system for operational coordination of Home Health Care services
    Zhang, Liwen
    Lamine, Elyes
    Fontanili, Franck
    Bortolaso, Christophe
    Derras, Mustapha
    Pingaud, Herve
    [J]. 2019 IEEE/ACS 16TH INTERNATIONAL CONFERENCE ON COMPUTER SYSTEMS AND APPLICATIONS (AICCSA 2019), 2019,
  • [5] Incentive schemes for attended home delivery services
    Campbell, Ann Melissa
    Savelsbergh, Martin
    [J]. TRANSPORTATION SCIENCE, 2006, 40 (03) : 327 - 341
  • [6] Evaluation of end user requirements for Smart Home applications and services based on a decision support system
    Georgia, Dede
    Evangelia, Filiopoulou
    Georgios, Chatzithanasis
    Christos, Michalakelis
    Thomas, Kamalakis
    [J]. INTERNET OF THINGS, 2021, 16
  • [7] Decision support at home (DS@HOME) – system architectures and requirements
    Michael Marschollek
    [J]. BMC Medical Informatics and Decision Making, 12
  • [8] Decision support at home (DS@HOME) - system architectures and requirements
    Marschollek, Michael
    [J]. BMC MEDICAL INFORMATICS AND DECISION MAKING, 2012, 12
  • [9] Insights and decision support for home health care services in times of disasters
    Klaus-Dieter Rest
    Patrick Hirsch
    [J]. Central European Journal of Operations Research, 2022, 30 : 133 - 157
  • [10] Insights and decision support for home health care services in times of disasters
    Rest, Klaus-Dieter
    Hirsch, Patrick
    [J]. CENTRAL EUROPEAN JOURNAL OF OPERATIONS RESEARCH, 2022, 30 (01) : 133 - 157