{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,30]],"date-time":"2025-10-30T07:09:55Z","timestamp":1761808195186,"version":"build-2065373602"},"reference-count":27,"publisher":"MDPI AG","issue":"5","license":[{"start":{"date-parts":[[2018,5,4]],"date-time":"2018-05-04T00:00:00Z","timestamp":1525392000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Information"],"abstract":"<jats:p>The increasing number of rollover accidents of engineering vehicles has attracted close attention; however, most researchers focus on the analysis and monitoring of rollover stability indexes and seldom the assessment and decision support for the rollover risk of engineering vehicles. In this context, an ontology-based rollover monitoring and decision support system for engineering vehicles is proposed. The ontology model is built for representing monitored rollover stability data with semantic properties and for constructing semantic relevance among the various concepts involved in the rollover domain. On the basis of this, ontology querying and reasoning methods based on the Simple Protocol and RDF Query Language (SPARQL) and Semantic Web Rule Language (SWRL) rules are utilized to realize the rollover risk assessment and to obtain suggested measures. PC and mobile applications (APPs) have also been developed to implement the above methods. In addition, five sets of rollover stability data for an articulated off-road engineering vehicle under different working conditions were analyzed to verify the accuracy and effectiveness of the proposed system.<\/jats:p>","DOI":"10.3390\/info9050112","type":"journal-article","created":{"date-parts":[[2018,5,7]],"date-time":"2018-05-07T03:12:21Z","timestamp":1525662741000},"page":"112","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["Developing an Ontology-Based Rollover Monitoring and Decision Support System for Engineering Vehicles"],"prefix":"10.3390","volume":"9","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2734-1924","authenticated-orcid":false,"given":"Feixiang","family":"Xu","sequence":"first","affiliation":[{"name":"School of Mechanical Science and Engineering, Jilin University, Changchun 130022, China"}]},{"given":"Xinhui","family":"Liu","sequence":"additional","affiliation":[{"name":"School of Mechanical Science and Engineering, Jilin University, Changchun 130022, China"}]},{"given":"Chen","family":"Zhou","sequence":"additional","affiliation":[{"name":"School of Mechanical Science and Engineering, Jilin University, Changchun 130022, China"}]}],"member":"1968","published-online":{"date-parts":[[2018,5,4]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"401","DOI":"10.1076\/vesd.39.6.401.14596","article-title":"Modeling to Predict Rollover Threat of Tractor-Semitrailers","volume":"39","author":"Hyun","year":"2003","journal-title":"Veh. Syst. Dyn."},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"248","DOI":"10.1080\/13873954.2013.825871","article-title":"Research on Lateral Stability and Rollover Mechanism of Articulated Wheel Loader","volume":"20","author":"Li","year":"2014","journal-title":"Math. Comput. Model. Dyn. Syst."},{"key":"ref_3","first-page":"1","article-title":"Study on Roll Instability Mechanism and Stability Index of Articulated Steering Vehicles","volume":"2016","author":"Li","year":"2016","journal-title":"Math. Probl. Eng."},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"59","DOI":"10.13031\/2013.5700","article-title":"Off-road Vehicle Rollover and Field Testing of Stability Index","volume":"5","author":"Liu","year":"1999","journal-title":"J. Agric. Saf. Health"},{"key":"ref_5","doi-asserted-by":"crossref","unstructured":"Acharya, D., Kumar, V., and Gaddis, G.M. (2007, January 18\u201321). A Mobile System for Detecting and Notifying Vehicle Rollover Events. Proceedings of the 15th International Conference on Advanced Computing and Communications, Assam, India.","DOI":"10.1109\/ADCOM.2007.102"},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"3779","DOI":"10.1007\/s40430-017-0796-7","article-title":"Design of an Improved Predictive LTR for Rollover Warning Systems","volume":"39","author":"Li","year":"2017","journal-title":"J. Braz. Soc. Mech. Sci. Eng."},{"key":"ref_7","unstructured":"Carpenter, E.G. (2011). System and Method for Providing Emergency Warnings for a Rollover Vehicle. (US20080291003A1), U.S. Patent."},{"key":"ref_8","doi-asserted-by":"crossref","first-page":"88","DOI":"10.3901\/JME.2011.10.088","article-title":"Rollover Warning System of Heavy Duty Vehicle Based on Improved TTR Algorithm","volume":"47","author":"Zhu","year":"2011","journal-title":"J. Mech. Eng."},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"104","DOI":"10.1016\/j.jlp.2012.10.001","article-title":"An Ontology-based Framework for Process Monitoring and Maintenance in Petroleum Plant","volume":"26","author":"Elhdad","year":"2013","journal-title":"J. Loss Prev. Process Ind."},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"617","DOI":"10.1016\/j.trc.2010.10.003","article-title":"Efficient Data Integration in the Railway Domain through an Ontology-based Methodology","volume":"19","author":"Verstichel","year":"2011","journal-title":"Transp. Res. Part C"},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"737","DOI":"10.1007\/s10845-006-0042-0","article-title":"An Agent-based Approach to Knowledge Management in Distributed Design","volume":"17","author":"Chira","year":"2006","journal-title":"J. Intell. Manuf."},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"334","DOI":"10.1016\/j.aei.2011.12.002","article-title":"ONTO-PDM: Product-driven Ontology for Product Data Management Interoperability within Manufacturing Process Environment","volume":"26","author":"Panetto","year":"2012","journal-title":"Adv. Eng. Inform."},{"key":"ref_13","first-page":"1","article-title":"Developing an Ontology-Based Cold Chain Logistics Monitoring and Decision System","volume":"2015","author":"Wang","year":"2015","journal-title":"J. Sens."},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"29273","DOI":"10.3390\/s151129273","article-title":"A Wireless Sensor Network-based Approach with Decision Support for Monitoring Lake Water Quality","volume":"15","author":"Huang","year":"2015","journal-title":"Sensors"},{"key":"ref_15","unstructured":"Zhu, X., Yi, J., Huang, X., and Chen, S. (2016, January 5\u20137). An Ontology-based Knowledge Modelling Approach for River Water Quality Monitoring and Assessment. Proceedings of the 20th International Conference on Knowledge Based and Intelligent Information and Engineering Systems, York, UK."},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"2250","DOI":"10.1016\/j.eswa.2007.12.053","article-title":"Ontology based Personalized Route Planning System Using a Multi-criteria Decision Making Approach","volume":"36","author":"Niaraki","year":"2009","journal-title":"Expert Syst. Appl."},{"key":"ref_17","doi-asserted-by":"crossref","first-page":"1192","DOI":"10.1016\/j.dss.2012.11.013","article-title":"Development and Evaluation of Ontology for Intelligent Decision Support in Medical Emergency Management for Mass Gatherings","volume":"54","author":"Haghighi","year":"2013","journal-title":"Decis. Support Syst."},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"2462","DOI":"10.1016\/j.eswa.2010.08.035","article-title":"Proposal of Ontology for Environmental Impact Assessment: An Application with Knowledge Mobilization","volume":"38","author":"Garrido","year":"2011","journal-title":"Expert Syst. Appl."},{"key":"ref_19","doi-asserted-by":"crossref","first-page":"564","DOI":"10.1016\/j.aei.2016.06.005","article-title":"Ontology and CBR Based Automated Decision-making Method for the Disassembly of Electromechanical Products","volume":"30","author":"Chen","year":"2016","journal-title":"Adv. Eng. Inform."},{"key":"ref_20","doi-asserted-by":"crossref","unstructured":"Mohammad, M.A., Kaloskampis, I., Hicks, Y., and Setchi, R. (2015, January 7\u20139). Ontology-based Framework for Risk Assessment in Road Scenes Using Videos. Proceedings of the 19th International Conference on Knowledge Based and Intelligent Information and Engineering Systems, Singapore.","DOI":"10.1016\/j.procs.2015.08.300"},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"82","DOI":"10.1016\/j.compenvurbsys.2012.07.007","article-title":"Towards a Flood Risk Assessment Ontology\u2014Knowledge Integration into a Multi-criteria Risk Assessment Approach","volume":"37","author":"Scheuer","year":"2013","journal-title":"Comput. Environ. Urban Syst."},{"key":"ref_22","doi-asserted-by":"crossref","first-page":"249","DOI":"10.1016\/j.autcon.2015.05.002","article-title":"A Performance Assessment Ontology for the Environmental and Energy Management of Buildings","volume":"57","author":"Corry","year":"2015","journal-title":"Autom. Constr."},{"key":"ref_23","first-page":"75","article-title":"Source Code Plagiarism Detection Method Using Prot\u00e9g\u00e9 Built Ontologies","volume":"17","author":"Ion","year":"2013","journal-title":"Inform. Econ. J."},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"6","DOI":"10.1037\/a0036367","article-title":"Clarfying the Meaning of Mentor\u2014Prot\u00e9g\u00e9 Relationships","volume":"66","author":"Alderfer","year":"2014","journal-title":"Consult. Psychol. J. Pract. Res."},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"4399","DOI":"10.1016\/j.eswa.2008.05.026","article-title":"Product Configuration Knowledge Modeling Using Ontology Web Language","volume":"36","author":"Yang","year":"2009","journal-title":"Expert Syst. Appl."},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"863","DOI":"10.1016\/j.cad.2008.05.004","article-title":"Development of a Product Configuration System with an Ontology-based Approach","volume":"40","author":"Yang","year":"2008","journal-title":"Comput.-Aided Des."},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"283","DOI":"10.3233\/WIA-130275","article-title":"Generating SPARQL Queries Using Templates","volume":"11","author":"Shekarpour","year":"2013","journal-title":"Web Intell. Agent Syst."}],"container-title":["Information"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/2078-2489\/9\/5\/112\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,11]],"date-time":"2025-10-11T15:03:15Z","timestamp":1760194995000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2078-2489\/9\/5\/112"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,5,4]]},"references-count":27,"journal-issue":{"issue":"5","published-online":{"date-parts":[[2018,5]]}},"alternative-id":["info9050112"],"URL":"https:\/\/doi.org\/10.3390\/info9050112","relation":{},"ISSN":["2078-2489"],"issn-type":[{"type":"electronic","value":"2078-2489"}],"subject":[],"published":{"date-parts":[[2018,5,4]]}}}