Proceedings of The 59th Conference on imulation and Modelling (SIMS 59), 26-28 September 2018, Oslo Metropolitan University, Norway最新文献_第5页

Linearization for Analysis of a Hydropower Model using Python API for OpenModelica 使用OpenModelica Python API的水电模型线性化分析

Proceedings of The 59th Conference on imulation and Modelling (SIMS 59), 26-28 September 2018, Oslo Metropolitan University, Norway Pub Date : 2018-11-19 DOI: 10.3384/ECP18153216

Liubomyr Vytvytskyi, B. Lie

引用次数: 4

Web Enabled High Fidelity Drilling Computer Model with User-Friendly Interface for Education, Research and Innovation 具有用户友好界面的网络高保真钻井计算机模型，用于教育、研究和创新

Proceedings of The 59th Conference on imulation and Modelling (SIMS 59), 26-28 September 2018, Oslo Metropolitan University, Norway Pub Date : 2018-11-19 DOI: 10.3384/ECP18153162

Robert Ewald, Jan Einar Gravdal, D. Sui, R. Shor

引用次数: 1

A Data-Driven Sensitivity Analysis Approach for Dynamically Positioned Vessels 基于数据驱动的船舶动态定位灵敏度分析方法

Proceedings of The 59th Conference on imulation and Modelling (SIMS 59), 26-28 September 2018, Oslo Metropolitan University, Norway Pub Date : 2018-11-19 DOI: 10.3384/ECP18153156

Xu Cheng, R. Skulstad, Guoyuan Li, Shengyong Chen, H. P. Hildre, Houxiang Zhang

{"title":"A Data-Driven Sensitivity Analysis Approach for Dynamically Positioned Vessels","authors":"Xu Cheng, R. Skulstad, Guoyuan Li, Shengyong Chen, H. P. Hildre, Houxiang Zhang","doi":"10.3384/ECP18153156","DOIUrl":"https://doi.org/10.3384/ECP18153156","url":null,"abstract":"For safety-critical marine operations, the dynamically positioned (DP) vessel should maintain a predetermined heading and position for varying environmental conditions using the thrusters. Studying the effect of each thruster to the capability of DP vessels is significance but challenging. This paper presents a data-driven and variance-based sensitivity analysis (SA) approach that can dig into the ship sensor data to estimate the influence of each thruster for DP operations. Considering high-computational cost of variance-based SA, an Extreme Learning Machine (ELM) -based SA is proposed. To apply the SA to sensor data, an ANN is built and trained on the basis of ship sensor data and then employed as a surrogate model to generate Monte Carlo (MC) samples. A benchmark test shows the correctness of the proposed approach. A case study of SA in DP operation is conducted and the experimental results show that the proposed approach can rank and identify the most sensitive factors. The proposed approach highlights the application of variance-based SA in data-driven modeling for ship intelligence.","PeriodicalId":350464,"journal":{"name":"Proceedings of The 59th Conference on imulation and Modelling (SIMS 59), 26-28 September 2018, Oslo Metropolitan University, Norway","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115747896","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

The impact of the weather data file on the energy performance certificate, the case of Norway 天气数据文件对能源绩效证书的影响，以挪威为例

Proceedings of The 59th Conference on imulation and Modelling (SIMS 59), 26-28 September 2018, Oslo Metropolitan University, Norway Pub Date : 2018-11-19 DOI: 10.3384/ECP18153342

A. Cáceres, D. Zenginis, T. Vik

{"title":"The impact of the weather data file on the energy performance certificate, the case of Norway","authors":"A. Cáceres, D. Zenginis, T. Vik","doi":"10.3384/ECP18153342","DOIUrl":"https://doi.org/10.3384/ECP18153342","url":null,"abstract":"Energy Performance Building Directive (EPBD) ask the Member of States to develop a mandatory energy labelling scheme for new and existing buildings, which should include a label rating of the energy efficiency of the building and a list of recommended energy saving measures. The label will provide prospective buyers and tenants of a building with correct information about the energy performance of the building to compare with other options. However, some countries use only one or a limited number of weather zones. In a country like Norway, with significant variations in weather conditions between locations, this is likely to cause a deviation when comparing with the reality. This study aims to present the implication of using only one weather zone in Norway. The method used is based on the comparison of three types of weather files. The first one is used in the labelling system, which is a typical year, while the others are typical reference years from the local site from different providers. The results show significant differences in energy consumption, savings and labelling ratings when applying files with local weather data instead of the official weather data file used in Norway.","PeriodicalId":350464,"journal":{"name":"Proceedings of The 59th Conference on imulation and Modelling (SIMS 59), 26-28 September 2018, Oslo Metropolitan University, Norway","volume":"25 3","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132398324","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

Second Order KP Scheme for the Solution of flow in a Venturi Channel 文丘里沟道流动的二阶KP格式

Proceedings of The 59th Conference on imulation and Modelling (SIMS 59), 26-28 September 2018, Oslo Metropolitan University, Norway Pub Date : 2018-11-19 DOI: 10.3384/ECP18153193

S. Dissanayake, Roshan Sharma, B. Lie

引用次数: 0

System Development for On-line Monitoring using Raman Spectroscopy for CO2 Absorption by MEA 利用拉曼光谱对MEA CO2吸收进行在线监测的系统开发

Proceedings of The 59th Conference on imulation and Modelling (SIMS 59), 26-28 September 2018, Oslo Metropolitan University, Norway Pub Date : 2018-11-19 DOI: 10.3384/ECP18153328

M. Jinadasa, K. Chandra, M. Halstensen

引用次数: 1

Comparison of simulation tools for dynamic models 动态模型仿真工具的比较

Proceedings of The 59th Conference on imulation and Modelling (SIMS 59), 26-28 September 2018, Oslo Metropolitan University, Norway Pub Date : 2018-11-19 DOI: 10.3384/ECP18153177

S. M. Sund, Marianne Plouvier, B. Lie

引用次数: 5