F. Mota, C. Steffens, D. Adamatti, S. Botelho, V. Rosa
{"title":"A persuasive multi-agent simulator to improve electrical energy consumption","authors":"F. Mota, C. Steffens, D. Adamatti, S. Botelho, V. Rosa","doi":"10.1080/17477778.2021.1931499","DOIUrl":"https://doi.org/10.1080/17477778.2021.1931499","url":null,"abstract":"ABSTRACT Gathering information on electric energy consumption is important for companies and institutions aiding in making plans. Multi-agent systems can aid such companies in understanding the different behaviours presented within the context of a society constituted by autonomous entities. We propose a multi-agent simulator capable of emulating different profiles of consumers and equipment. Our approach differs from others in three fundamental aspects: i). it models parameters that are difficult to predict, which are calibrated using values provided by available records; ii). it can be applied to different simulation environments involving various degrees of scalability and heterogeneity of profiles both of individual behaviour and household appliances; iii). it simulates the complexity of the system, providing estimates through the simulation of the interaction between users and electrical appliances. The results obtained by the model were similar to the numbers provided by the literature, which suggests the validity of the proposed approach.","PeriodicalId":51296,"journal":{"name":"Journal of Simulation","volume":"17 1","pages":"17 - 31"},"PeriodicalIF":2.5,"publicationDate":"2021-05-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1080/17477778.2021.1931499","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41378975","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Catia Barbosa, Carlos Malarranha, A. Azevedo, Ana Carvalho, A. Barbosa‐Póvoa
{"title":"A hybrid simulation approach applied in sustainability performance assessment in make-to-order supply chains: The case of a commercial aircraft manufacturer","authors":"Catia Barbosa, Carlos Malarranha, A. Azevedo, Ana Carvalho, A. Barbosa‐Póvoa","doi":"10.1080/17477778.2021.1931500","DOIUrl":"https://doi.org/10.1080/17477778.2021.1931500","url":null,"abstract":"ABSTRACT Make-to-order (MTO) supply chains (SC), common in aerospace industries, are very complex compared to mass production chains. Moreover, one of the significant long-term challenges is sustainability performance across its entire supply chain. However, this is not an easy task given the complexity involved, so decision support tools are fundamental instruments in understanding the entire supply chain from a sustainability performance perspective. Using simulation as a research method, this article proposes a hybrid and hierarchical performance assessment model, considering key sustainability indicators. The model is hybrid due to the use of different simulation methods– System Dynamics (SD), Discrete Event Simulation (DES), and Agent-based simulation (ABS). The model is applied to an aerospace manufacturer’s real case to assess the sustainability performance of alternative SC. Unlike existing contributions, this work addresses the make-to-order supply chain from a sustainability performance perspective and does not compromise the representation of the diverse manufacturing functions and resources.","PeriodicalId":51296,"journal":{"name":"Journal of Simulation","volume":"17 1","pages":"32 - 57"},"PeriodicalIF":2.5,"publicationDate":"2021-05-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1080/17477778.2021.1931500","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43522534","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Utilizing visitor simulations in exhibition design process: Evaluating designers’ perspectives","authors":"K. Güler","doi":"10.1080/17477778.2021.1890532","DOIUrl":"https://doi.org/10.1080/17477778.2021.1890532","url":null,"abstract":"ABSTRACT Throughout the design development process, simulations provide the ability to aid the designer in exploring the relationship between different variables, in various configurations, for as many iterations as needed without any physical commitment. The goal of this qualitative research is presenting in-depth perspectives of practicing design professionals on opportunities and challenges of utilising simulations in exhibition design process. Data were collected via a series of focus group interviews, adhering to a semi-structured framework. The persisting shortcomings and emerging benefits of simulations were identified and interpreted in relation to existing research. Notable findings indicated a significant demand towards a clear and intuitive user interface and visual output, stressed the minimal presence in work and educational environments and the resulting lack of synergy, and lastly, in addition to the skill requirements and steep learning curve, underlined the reliance on specialised experience to interpret and compensate the output.","PeriodicalId":51296,"journal":{"name":"Journal of Simulation","volume":"16 1","pages":"645 - 658"},"PeriodicalIF":2.5,"publicationDate":"2021-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1080/17477778.2021.1890532","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43740053","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"An event-driven simulation-optimisation approach to improve the resiliency of operation in a double-track urban rail line","authors":"A. Shahabi, S. Raissi, K. K. Damghani, M. Rafei","doi":"10.1080/17477778.2021.1876535","DOIUrl":"https://doi.org/10.1080/17477778.2021.1876535","url":null,"abstract":"ABSTRACT Urban rail transit often has high sensitivity against random disruptions. Hence regularity of the rail services should be maintained to prevent adverse impacts. This study focused on an objected-oriented discrete-event simulation platform to generate an efficient operation plan for such networks in the cases of degraded modes. The main goal is to generate an operation plan by taking into account the headway regularity index for a two-direction loop urban rail line under temporary line blockage disruptions. Accordingly, an optimized injection-withdrawal schedule proposed using a simulation-optimization approach enriched with Iterated Local Search heuristic method. The proposed method has the capability of quantifying the stochastic system resiliency. Real experiments derived from the 2nd line of the Karaj underground railway. Results revealed an improvement of 5.6% for the regularity index and 4.7% for the inbound and outbound routes, respectively.","PeriodicalId":51296,"journal":{"name":"Journal of Simulation","volume":"16 1","pages":"526 - 545"},"PeriodicalIF":2.5,"publicationDate":"2021-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1080/17477778.2021.1876535","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47712379","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A simheuristic algorithm for video streaming flows optimisation with QoS threshold modelled as a stochastic single-allocation p-hub median problem","authors":"S. A. Fernandez, D. Ferone, A. Juan, D. Tarchi","doi":"10.1080/17477778.2020.1863754","DOIUrl":"https://doi.org/10.1080/17477778.2020.1863754","url":null,"abstract":"ABSTRACT Modern telecommunication networks are comprised of a countless number of nodes exchanging data among them. In particular, multimedia traffic – composed of audio, video, and images – represents a challenging scenario requiring link optimisation techniques. The hub-and-spoke topology is frequently used to design more effective telecommunication networks. This work considers a hub-and-spoke network in which a large number of nodes are exchanging real-time multimedia data, and where the quantity of data sent from one node to another is a random variable. Given a fixed number of hubs, , the goal is to select the best location for these hubs in order to minimise the total expected cost of transmission. This scenario is modelled as an uncapacitated single-allocation -hub median problem under uncertainty conditions. Additionally, with the purpose of considering the effect of transmission delays on the video signal, service quality thresholds are assigned to every potential hub in the network. Since real-life networks tend to be large in size, we propose a simheuristic algorithm to cope with this stochastic and large-scale optimisation problem. A series of computational experiments illustrate these concepts and allow for testing the performance of our simheuristic approach. Finally, a statistical analysis of the obtained results is provided.","PeriodicalId":51296,"journal":{"name":"Journal of Simulation","volume":"16 1","pages":"480 - 493"},"PeriodicalIF":2.5,"publicationDate":"2021-01-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1080/17477778.2020.1863754","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41327178","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"On perishable inventory in healthcare: random expiration dates and age discriminated demand","authors":"D. Dalalah, U. Ojiako, M. Chipulu","doi":"10.1080/17477778.2020.1851614","DOIUrl":"https://doi.org/10.1080/17477778.2020.1851614","url":null,"abstract":"ABSTRACT The aim of the study is to explore how best to mitigate against inventory volatility in perishable inventory, which is characterized by random premature expiration, random demand, irregular supply, age differentiated demand and custom replenishment guidelines. Through the adoption of simulation-optimization along with new settings and replenishment policies, the optimized quantity level of daily orders could be determined for this combination of inventory restrictions. Owed to their custom medical compatibility guidelines, and their notable accelerated expiration, blood platelets were considered here. As study outcome, the emergent model presents a perspective of supply chains and their healthcare imperatives that will enable healthcare supply chain managers not only to discern, but also to interpret and facilitate the management and implementation of optimal inventories.","PeriodicalId":51296,"journal":{"name":"Journal of Simulation","volume":"16 1","pages":"458 - 479"},"PeriodicalIF":2.5,"publicationDate":"2020-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1080/17477778.2020.1851614","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42666178","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A system dynamics, epidemiological approach for high-level cyber-resilience to zero-day vulnerabilities","authors":"Daniel Alberto Sepúlveda Estay","doi":"10.1080/17477778.2021.1890533","DOIUrl":"https://doi.org/10.1080/17477778.2021.1890533","url":null,"abstract":"Cyber-attacks are serious threats to operations in most industries, enabled by a growing dependence on Information Technology (IT). To minimise disruptive effects on operations, organisations with ...","PeriodicalId":51296,"journal":{"name":"Journal of Simulation","volume":"17 1","pages":"1-16"},"PeriodicalIF":2.5,"publicationDate":"2020-12-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1080/17477778.2021.1890533","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"60057743","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"How network properties and epidemic parameters influence stochastic SIR dynamics on scale-free random networks","authors":"Sara Sottile, Ozan Kahramanoğulları, M. Sensi","doi":"10.1080/17477778.2022.2100724","DOIUrl":"https://doi.org/10.1080/17477778.2022.2100724","url":null,"abstract":"With the premise that social interactions are described by power-law distributions, we study a SIR stochastic dynamic on a static scale-free random network generated via configuration model. We verify our model with respect to deterministic considerations and provide a theoretical result on the probability of the extinction of the disease. Based on this calibration, we explore the variability in disease spread by stochastic simulations. In particular, we demonstrate how important epidemic indices change as a function of the contagiousness of the disease and the connectivity of the network. Our results quantify the role of starting node degree in determining these indices, commonly used to describe epidemic spread.","PeriodicalId":51296,"journal":{"name":"Journal of Simulation","volume":"1 1","pages":""},"PeriodicalIF":2.5,"publicationDate":"2020-11-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48056038","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Mesoscopic discrete-rate-based simulation models for production and logistics planning","authors":"T. Reggelin, S. Lang, C. Schauf","doi":"10.1080/17477778.2020.1841575","DOIUrl":"https://doi.org/10.1080/17477778.2020.1841575","url":null,"abstract":"ABSTRACT This paper first summarises a survey of logistics and production planning engineers in the automotive industry on the use of simulation models to solve planning tasks in logistics and production conducted by the authors. As a solution for the analysed trade-off between a required quick provision of simulation results and a tolerable inaccuracy of the simulation results, the authors describe and evaluate the application of mesoscopic discrete-rate-based simulation models for two typical production and logistics planning tasks in the automotive industry. In terms of level of detail, mesoscopic simulation models fall between object-based discrete-event simulation models and flow-based continuous simulation models. Mesoscopic models mainly represent logistics flow processes on an aggregated level through piecewise-constant flow rates by applying the discrete-rate simulation paradigm instead of modelling individual flow objects. This leads to fast model building and computation.","PeriodicalId":51296,"journal":{"name":"Journal of Simulation","volume":"16 1","pages":"448 - 457"},"PeriodicalIF":2.5,"publicationDate":"2020-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1080/17477778.2020.1841575","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47249891","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Afshin Jafari, S. Peyman Shariatpanahi, M. Zolfagharzadeh, Mahsa Abdollahyar, Maryam Sadeghipour
{"title":"From creativity to innovation and the role of competition networks: a cancer inspired two-step evolutionary agent-based model","authors":"Afshin Jafari, S. Peyman Shariatpanahi, M. Zolfagharzadeh, Mahsa Abdollahyar, Maryam Sadeghipour","doi":"10.1080/17477778.2020.1832869","DOIUrl":"https://doi.org/10.1080/17477778.2020.1832869","url":null,"abstract":"ABSTRACT Inspired by the evolutionary dynamics of cancer, an agent-based model for creativity-innovation transition process is proposed. In this analogy, cells are considered as agents (e.g., companies or individual innovators) which are interacting with each other through a competitive interaction network; cancer represents the innovation and the creativity-innovation process is considered to be analogous to the necessary mutations needed within a cell to reach the cancerous state. In this process, agents move from doing business as usual to being creative and then finally innovative. The results show that in an industry with less frequent innovations, innovation emerges faster in structures with local connections. By moving towards more frequent innovations, structures with global and random connections show to be more effective. The outputs provide insights for policy-makers to assess different strategies to facilitate innovativeness for different types of industries. The model also provides a basis to further study the creativity-innovation process.","PeriodicalId":51296,"journal":{"name":"Journal of Simulation","volume":"16 1","pages":"437 - 447"},"PeriodicalIF":2.5,"publicationDate":"2020-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1080/17477778.2020.1832869","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43714673","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}