工业工程最新文献

筛选
英文 中文
[Evaluation of Dual Emission Control Effects and Green Innovation Mechanisms: Evidence Based on the Construction of Free Trade Pilot Zones].
环境科学 Pub Date : 2025-03-08 DOI: 10.13227/j.hjkx.202404021
Shao-Lin Li, Dong-Xu Shao, Han-Yi Xue
{"title":"[Evaluation of Dual Emission Control Effects and Green Innovation Mechanisms: Evidence Based on the Construction of Free Trade Pilot Zones].","authors":"Shao-Lin Li, Dong-Xu Shao, Han-Yi Xue","doi":"10.13227/j.hjkx.202404021","DOIUrl":"https://doi.org/10.13227/j.hjkx.202404021","url":null,"abstract":"<p><p>With the replication and promotion of the experience of pilot reform and innovation, as well as the continuous deepening of institutional openness, exploring green and low-carbon models has become an important measure for the country to promote the high-quality development of free trade pilot zones. This study focused on the core task of institutional innovation in free trade pilot zones, measured and quantified the level of green investment liberalization and green trade facilitation in each region, and explored the carbon emission dual control effect of free trade pilot zones using cutting-edge methods, such as group period average processing effect estimation (CATT), imputation, and stacked DID. The research conclusions were as follows: ① The phased establishment of free trade pilot zones reduced the total carbon emissions by 27.40% and the carbon emission intensity by 14.30%. ② The pilot free trade zone achieved dual carbon emission control through the spillover effect of green innovation from foreign investment, the direct effect of green innovation from local enterprises, and the indirect effect of green innovation from digital trade. The comprehensive implementation of the negative list of market access, the signing and implementation of free trade agreements between China and other countries, and the increase of international green trade barriers have all had a significant positive regulatory effect on the dual control of carbon emissions in free trade pilot zones. The dual control effect of carbon emissions in the free trade pilot zone exhibited significant spatial spillover characteristics, showing maximum efficiency within a radius of 550 km, resulting in a reduction of 18.30% in the total carbon emissions of surrounding cities and a decrease of 10.10% in carbon emission intensity. Heterogeneity analysis showed that regions with higher levels of institutional innovation and government function transformation had a 13.10% and 13.70% higher total carbon emission control effect compared to that of regions with lower levels and a 8.40% and 3.40% higher carbon emission intensity control effect, respectively. The total carbon emission control effect of cities along the \"Belt and Road\" was 9.60% higher than that of cities not along the line, and the carbon emission intensity was 8.80% higher. The total carbon emission control effect of cities that had opened the China Europe freight train was 16.80% higher than that of cities that had not opened it, and the carbon emission intensity was 7.50% higher. In terms of aligning with international economic and trade rules and achieving high-quality development, the free trade pilot zone should focus on the green and low-carbon qualification review of newly registered foreign-funded enterprises entering and the first attempt to break through technical barriers to green trade, to help carbon emission dual control process of China with high-level openness and coordination.</p>","PeriodicalId":35937,"journal":{"name":"环境科学","volume":"46 3","pages":"1558-1572"},"PeriodicalIF":0.0,"publicationDate":"2025-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143671090","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: 0
[Cd Enrichment Characteristics and Bioavailability of Soil-crops in the Migration Type Geological High Background Area of Poyang Lake, Jiangxi Province].
环境科学 Pub Date : 2025-03-08 DOI: 10.13227/j.hjkx.202401002
Bang-Yong Wen, Hai-Man Qie, Yuan Gao, Hong-Yu Jiang, Qiang-Qiang Zhou
{"title":"[Cd Enrichment Characteristics and Bioavailability of Soil-crops in the Migration Type Geological High Background Area of Poyang Lake, Jiangxi Province].","authors":"Bang-Yong Wen, Hai-Man Qie, Yuan Gao, Hong-Yu Jiang, Qiang-Qiang Zhou","doi":"10.13227/j.hjkx.202401002","DOIUrl":"https://doi.org/10.13227/j.hjkx.202401002","url":null,"abstract":"<p><p>To study the accumulation characteristics and bioavailability of Cd in the soil-crop system in the migration type geologically high background area, 140 groups of crops and soil samples were collected from the Jiulong area on the south bank of Poyang Lake. The results showed that the range of <i>ω</i>(Cd) of root soil was 0.03-0.65 mg·kg<sup>-1</sup>, with an average of 0.16 mg·kg<sup>-1</sup>, which exceeded the background value of soil in Jiangxi Province, reflecting the characteristics of high geological background of migration type. The over-standard rate of Cd in root soil was 6.43%, which was slightly polluted. Sesame had the strongest enrichment ability of Cd (404%), followed by that of peanut (146%). The enrichment ability of rice, <i>Camellia oleifera</i>, and Euryale seed was medium, while that of corn was weak. The root soil <i>ω</i>(active Cd) was 76.8 μg·kg<sup>-1</sup>, and the bioavailability was 48.9%, among which rice was the highest with 98.6 μg·kg<sup>-1</sup> and 59.9%, respectively. Principal component analysis (PCA) showed that root soil Cd was mainly caused by the transport and accumulation of industrial and mineral pollutants in the upstream, reflecting the characteristics of the high geological background of the transport type. Correlation showed that the active and bioavailable Cd of root soil were mainly controlled by genetic sources, indicating that the activity of exogenously imported Cd was higher, and the ecological risk was higher.</p>","PeriodicalId":35937,"journal":{"name":"环境科学","volume":"46 3","pages":"1774-1782"},"PeriodicalIF":0.0,"publicationDate":"2025-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143671153","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: 0
[Data-driven Analysis on the Spatio-temporal Characteristics and Influencing Factors of Carbon Emissions in Guangdong Province].
环境科学 Pub Date : 2025-03-08 DOI: 10.13227/j.hjkx.202403060
Yi-Ming Ke, Yuan Gao, Ming Yuan, Wei Liu, Fang-Tong Liu
{"title":"[Data-driven Analysis on the Spatio-temporal Characteristics and Influencing Factors of Carbon Emissions in Guangdong Province].","authors":"Yi-Ming Ke, Yuan Gao, Ming Yuan, Wei Liu, Fang-Tong Liu","doi":"10.13227/j.hjkx.202403060","DOIUrl":"https://doi.org/10.13227/j.hjkx.202403060","url":null,"abstract":"<p><p>Scientific analysis of carbon emission characteristics is a key link for precise policy implementation and orderly achievement of Carbon Peak and Carbon Neutrality. Taking 21 prefecture level cities in Guangdong Province as research objects, data including their economic activity, energy consumption, and population distribution from 2013 to 2022 was collected. First, the carbon emission accounting method was used to analyze the time changes and spatial distribution characteristics of carbon emissions in the past decade. Second, the principal component analysis and K-means method was used to reduce the dimensionality and cluster division for Guangdong urban characteristics. Third, the Generalized Schur Decomposition model was applied to analyze the influencing factors. Furthermore, carbon reduction strategies for four typical cities in Guangdong Province were proposed. The results showed that: ① From 2013 to 2022, the total carbon emissions in Guangdong Province continued to increase and showed a significant regional imbalance in its spatial distribution. The carbon emissions contribution in the Pearl River Delta region was as high as 42.50%, whereas that in northern Guangdong was the lowest. ② Each city in Guangdong Province performed differently in green development, economic development, and industrial development. All 21 cities could be broadly divided into four categories, namely, Demonstration City, Resource-dependent City, Traditional Industrial City, and Emission-reducing City, accounting for approximately 14.29%, 28.57%, 19.05%, and 38.09%, respectively. ③ Economic activities were the common driving factors for carbon emissions in all cities, whereas energy consumption and lifestyle were the core driving factors for carbon emissions in resource-dependent cities and traditional industrial cities. After the proposal of Carbon Peak and Carbon Neutrality, energy composition became a key driving force for demonstration cities and emission-reducing cities.</p>","PeriodicalId":35937,"journal":{"name":"环境科学","volume":"46 3","pages":"1482-1491"},"PeriodicalIF":0.0,"publicationDate":"2025-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143671176","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: 0
Optimisation of Photo-Curable 3D-Printed Bionic Double Layer Lower Extremity Vascular Models Based on Biomechanical Performance Evaluation
IF 1.6
Biosurface and Biotribology Pub Date : 2025-03-07 DOI: 10.1049/bsb2.70003
Shuai Wang, Zhuo Liu, Limei Tian, Wei Bing
{"title":"Optimisation of Photo-Curable 3D-Printed Bionic Double Layer Lower Extremity Vascular Models Based on Biomechanical Performance Evaluation","authors":"Shuai Wang,&nbsp;Zhuo Liu,&nbsp;Limei Tian,&nbsp;Wei Bing","doi":"10.1049/bsb2.70003","DOIUrl":"https://doi.org/10.1049/bsb2.70003","url":null,"abstract":"<p>Guidewire interventional radiotherapy is an important means for the diagnosis and treatment of cardiovascular disease, and the risk of intraoperative guidewire puncture jeopardises the life and health of patients. A bionic multilayer vascular model that conforms to the real vascular morphology and mechanical properties of arterial vessels can help surgeons familiarise themselves with the mechanical properties of blood vessels in preoperative simulations and thus avoid the risk of intraoperative vascular puncture. In this paper, porcine abdominal aortic vessels were used as a biological model to evaluate its mechanical properties by T-peel test, uniaxial tensile test and puncture force test. The results showed that the average delamination force between the intima and media of the vessels was 1.11 N. The radial tensile strength of the vessels was greater than the axial tensile strength and the elongation at the break of the media increased after peeling the intima. A multilayer vascular model manufacturing method was developed, and the structural integrity was improved using an intima–media nesting method. This research provides guidance for material selection and preparation processes for 3D printed bionic multilayer lower limb vascular models and contributes to the development of more accurate and functional 3D printed vascular models for biomedical applications.</p>","PeriodicalId":52235,"journal":{"name":"Biosurface and Biotribology","volume":"11 1","pages":""},"PeriodicalIF":1.6,"publicationDate":"2025-03-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1049/bsb2.70003","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143571265","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Influence of Neutral and Cationic Phytoglycogen Nanoparticles on Cartilage and Ocular Lubrication
IF 1.6
Biosurface and Biotribology Pub Date : 2025-03-07 DOI: 10.1049/bsb2.70002
Nikola R. Mazarevica, Yong Chen, Ke Ren, Hans J. Kaper, Bryn D. Monnery, Prashant K. Sharma
{"title":"Influence of Neutral and Cationic Phytoglycogen Nanoparticles on Cartilage and Ocular Lubrication","authors":"Nikola R. Mazarevica,&nbsp;Yong Chen,&nbsp;Ke Ren,&nbsp;Hans J. Kaper,&nbsp;Bryn D. Monnery,&nbsp;Prashant K. Sharma","doi":"10.1049/bsb2.70002","DOIUrl":"https://doi.org/10.1049/bsb2.70002","url":null,"abstract":"<p>Compromised hydration and biolubrication leads to untreatable disorders like osteoarthritis (OA), dry eye disease (DED) and dry mouth disease (xerostomia). Only symptomatic treatment is possible through bioactive molecules. This study aims to investigate the biolubrication properties of natural and modified phytoglycogen nanoparticles (PGNPs) which have shown superlubricious behaviour at mica-mica sliding interface. PGNPs were cationised (CPGNPs) by modifying hydroxyl groups into quaternary amine groups. Dynamic light scattering (DLS) was used to characterise the size and zeta-potential of both the PGNPs. The quartz crystal microbalance with dissipation (QCM-D) was used to investigate their adhesion to collagen type II and mucin. The tribological properties of the nanoparticles were studied using the polydimethylsiloxane (PDMS)-glass system, cartilage-glass (synovial) and eye-eyelid (ocular) systems. CPGNPs adhered better than PGNPs on synovial and ocular surfaces. Both particle types showed good lubrication for cartilage but no differences between PGNPs and CPGNPs in the eye-eyelid system were observed. Overall, the CPGNPs showed better lubrication properties than PGNPs. PGNPs and CPGNPs were observed to have good lubricating properties in the cartilage-glass system, indicating to great potential towards a possible implementation in the treatment of osteoarthritis.</p>","PeriodicalId":52235,"journal":{"name":"Biosurface and Biotribology","volume":"11 1","pages":""},"PeriodicalIF":1.6,"publicationDate":"2025-03-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1049/bsb2.70002","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143571266","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
N-nitrosamines in karst groundwaters in southwestern China: Risks and implications for drinking water safety
IF 5.3 2区 环境科学与生态学
Emerging Contaminants Pub Date : 2025-03-07 DOI: 10.1016/j.emcon.2025.100497
Xiongwei Gu , Liwei Xu , Xin Huang , Yingjie Chen , Yan Li , Yuanyu Shan , Xiaoyu Yan , Zhaojue Liu , Honghu Zeng , Wenwen Chen , Huanfang Huang
{"title":"N-nitrosamines in karst groundwaters in southwestern China: Risks and implications for drinking water safety","authors":"Xiongwei Gu ,&nbsp;Liwei Xu ,&nbsp;Xin Huang ,&nbsp;Yingjie Chen ,&nbsp;Yan Li ,&nbsp;Yuanyu Shan ,&nbsp;Xiaoyu Yan ,&nbsp;Zhaojue Liu ,&nbsp;Honghu Zeng ,&nbsp;Wenwen Chen ,&nbsp;Huanfang Huang","doi":"10.1016/j.emcon.2025.100497","DOIUrl":"10.1016/j.emcon.2025.100497","url":null,"abstract":"<div><div>Groundwater is a vital drinking water source for populations in remote karst regions. However, the highly developed karst tube systems facilitate the infiltration of surface wastewater containing <em>N</em>-nitrosamines, raising concerns about groundwater safety. To assess the safety of groundwater and identify which types are safer for consumption, this study investigated <em>N</em>-nitrosamines in various groundwater types, including ground river, karst cavern, well, and mountain spring waters, in Guangxi, a typical karst region in southwestern China. The total concentrations of eight <em>N</em>-nitrosamines in groundwater ranged from 5.1 to 70.3 ng/L, with <em>N</em>-nitrosodiethylamine (NDEA), <em>N</em>-nitrosodimethylamine (NDMA), and <em>N</em>-nitrosopyrrolidine (NPYR) being the dominant species. Ground river water exhibited significantly higher <em>N</em>-nitrosamine concentrations than karst cavern, well, and mountain spring waters. Significant correlations between <em>N</em>-nitrosamines and dissolved inorganic nitrogen suggested their co-emissions from domestic wastewater and the secondary formation potential of <em>N</em>-nitrosamines in groundwater. Redundancy analysis further identified domestic and swine wastewater as the primary sources. Ground river and mountain spring waters posed the highest risks among the four groundwater types, with 30 % and 20 % of sites, respectively, exceeding acceptable cancer risk thresholds. These findings underscore the importance of thorough water treatment before groundwater is used for drinking. Strict livestock farming and domestic wastewater discharge regulations are essential to mitigate contamination risks, particularly in karst areas.</div></div>","PeriodicalId":11539,"journal":{"name":"Emerging Contaminants","volume":"11 2","pages":"Article 100497"},"PeriodicalIF":5.3,"publicationDate":"2025-03-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143696010","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
GTOC12: Methods and results from the National University of Defense Technology
IF 2.7 1区 物理与天体物理
Astrodynamics Pub Date : 2025-03-04 DOI: 10.1007/s42064-024-0247-z
Yu Zhang, Yuehe Zhu, Jiacheng Zhang, Hanwei Wang, Ke Jin, Lifeng Fu
{"title":"GTOC12: Methods and results from the National University of Defense Technology","authors":"Yu Zhang,&nbsp;Yuehe Zhu,&nbsp;Jiacheng Zhang,&nbsp;Hanwei Wang,&nbsp;Ke Jin,&nbsp;Lifeng Fu","doi":"10.1007/s42064-024-0247-z","DOIUrl":"10.1007/s42064-024-0247-z","url":null,"abstract":"<div><p>This paper presents the solutions and results of the 12th edition of the Global Trajectory Optimization Competition (GTOC12) of the National University of Defense and Technology. To address the complex interstellar mining problem proposed by GTOC12, our solution is divided into two stages. The first stage focuses on preliminary work, including the target selection, the establishment of departure and return databases, and the development of methods to estimate transfer costs, with the aim of enhancing planning efficiency during the global planning phase. The second stage involves trajectory optimization for multiple mining ships, including single-mining-ship trajectory optimization and a multiship iterative process. For single-mining-ship trajectory optimization, the method involves three steps: first, employ a heuristic method for planning the first rendezvous sequences; second, utilize an ant colony optimization (ACO) algorithm for planning the second rendezvous sequences; and third, apply a differential evolution (DE) algorithm alongside an indirect method to refine rendezvous times and low-thrust trajectories. Through the implementation of a multiship iterative strategy, the team accomplished trajectory optimization for multiple mining ships that met the constraints. The final score submitted by the team was 15,160.946, which achieved the sixth place in the competition.</p><div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>","PeriodicalId":52291,"journal":{"name":"Astrodynamics","volume":"9 1","pages":"129 - 141"},"PeriodicalIF":2.7,"publicationDate":"2025-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s42064-024-0247-z.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143533230","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Occurrence and risk assessment of per- and polyfluoroalkyl substances (PFASs) in water, sediment, soil, and moss: An environmental media study in Caohai, China
IF 5.3 2区 环境科学与生态学
Emerging Contaminants Pub Date : 2025-03-04 DOI: 10.1016/j.emcon.2025.100489
Luolin Bao , Chan Xu , Chan Zhang , Fenglian Zeng , Bangnian Xu , Chaoxuan Liao , Hongbo Yang
{"title":"Occurrence and risk assessment of per- and polyfluoroalkyl substances (PFASs) in water, sediment, soil, and moss: An environmental media study in Caohai, China","authors":"Luolin Bao ,&nbsp;Chan Xu ,&nbsp;Chan Zhang ,&nbsp;Fenglian Zeng ,&nbsp;Bangnian Xu ,&nbsp;Chaoxuan Liao ,&nbsp;Hongbo Yang","doi":"10.1016/j.emcon.2025.100489","DOIUrl":"10.1016/j.emcon.2025.100489","url":null,"abstract":"<div><div>Per- and polyfluoroalkyl compounds, also known as \"forever chemicals\", are ubiquitous in the environment and harm human health. Developing safer, eco-friendly alternatives is vital, but new compounds may cause new issues. Enhanced monitoring and risk assessment are essential. In this study, the detection of PFASs in environmental media, including lake surface water, bottom sediment, soil, and bryophytes, was accomplished by instrumentation in the Caohai region. Subsequently, their distribution characteristics and ecological risks were scientifically analyzed and evaluated. The results showed that new and traditional PFASs were widely found in Caohai, a non-industrial area, and showed obvious short-chain and new PFAS substitution effects. The total concentrations of PFASs (ΣPFASs) in surface water and sediment were measured at 39.55–67.64 ng/L and 2.36–11.55 ng/g dry weight (dw), respectively. The concentrations of ΣPFASs in soil and moss ranged from 0.39 to 1.31 ng/g dw and from 8.90 to 18.07 ng/g dw, respectively. Notably, PFBA and F-53B emerged as the most prevalent PFAS compounds in this region. The calculated risk quotients (RQs) for PFASs are less than 0.01, indicating no significant environmental risk. However, the long-term cumulative risk cannot be ignored, and the ecological protection of Caohai still needs to be paid attention to. The results of this study can help understand the pollution level of PFASs in the wetland water system in plateau areas and provide data references for environmental control such as PFASs pollution protection and ecological management in Caohai.</div></div>","PeriodicalId":11539,"journal":{"name":"Emerging Contaminants","volume":"11 2","pages":"Article 100489"},"PeriodicalIF":5.3,"publicationDate":"2025-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143594047","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Asteroid mining: ACT&Friends’ results for the GTOC12 problem
IF 2.7 1区 物理与天体物理
Astrodynamics Pub Date : 2025-03-04 DOI: 10.1007/s42064-024-0204-x
Dario Izzo, Marcus Märtens, Laurent Beauregard, Max Bannach, Giacomo Acciarini, Emmanuel Blazquez, Alexander Hadjiivanov, Jai Grover, Gernot Heißel, Yuri Shimane, Chit Hong Yam
{"title":"Asteroid mining: ACT&Friends’ results for the GTOC12 problem","authors":"Dario Izzo,&nbsp;Marcus Märtens,&nbsp;Laurent Beauregard,&nbsp;Max Bannach,&nbsp;Giacomo Acciarini,&nbsp;Emmanuel Blazquez,&nbsp;Alexander Hadjiivanov,&nbsp;Jai Grover,&nbsp;Gernot Heißel,&nbsp;Yuri Shimane,&nbsp;Chit Hong Yam","doi":"10.1007/s42064-024-0204-x","DOIUrl":"10.1007/s42064-024-0204-x","url":null,"abstract":"<div><p>In 2023, the 12th edition of Global Trajectory Competition was organized around the problem referred to as “Sustainable Asteroid Mining”. This paper reports the developments that led to the solution proposed by ESA’s Advanced Concepts Team. Beyond the fact that the proposed approach failed to rank higher than fourth in the final competition leader-board, several innovative fundamental methodologies were developed which have a broader application. In particular, new methods based on machine learning as well as on manipulating the fundamental laws of astrodynamics were developed and able to fill with remarkable accuracy the gap between full low-thrust trajectories and their representation as impulsive Lambert transfers. A novel technique was devised to formulate the challenge of optimal subset selection from a repository of pre-existing optimal mining trajectories as an integer linear programming problem. Finally, the fundamental problem of searching for single optimal mining trajectories (mining and collecting all resources), albeit ignoring the possibility of having intra-ship collaboration and thus sub-optimal in the case of the GTOC12 problem, was efficiently solved by means of a novel search based on a look-ahead score and thus making sure to select asteroids that had chances to be re-visited later on.</p><div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>","PeriodicalId":52291,"journal":{"name":"Astrodynamics","volume":"9 1","pages":"19 - 40"},"PeriodicalIF":2.7,"publicationDate":"2025-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143533233","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
GTOC12: Results from TheAntipodes
IF 2.7 1区 物理与天体物理
Astrodynamics Pub Date : 2025-03-04 DOI: 10.1007/s42064-024-0219-3
Roberto Armellin, Andrea Bellome, Xiaoyu Fu, Harry Holt, Cristina Parigini, Minduli Wijayatunga, Jack Yarndley
{"title":"GTOC12: Results from TheAntipodes","authors":"Roberto Armellin,&nbsp;Andrea Bellome,&nbsp;Xiaoyu Fu,&nbsp;Harry Holt,&nbsp;Cristina Parigini,&nbsp;Minduli Wijayatunga,&nbsp;Jack Yarndley","doi":"10.1007/s42064-024-0219-3","DOIUrl":"10.1007/s42064-024-0219-3","url":null,"abstract":"<div><p>We present the solution approach developed by the team “TheAntipodes” during the 12th edition of the Global Trajectory Optimization Competition (GTOC12). An overview of the approach is as follows: (1) generate asteroid subsets, (2) chain building with beam search, (3) convex low-thrust trajectory optimization, (4) manual refinement of rendezvous times, and (5) optimal solution set selection. The generation of asteroid subsets involves a heuristic process to find sets of asteroids that are likely to permit high-scoring asteroid chains. Asteroid sequences “chains” are built within each subset through a beam search based on Lambert transfers. Low-thrust trajectory optimization involves the use of sequential convex programming (SCP), where a specialized formulation finds the mass-optimal control for each ship’s trajectory within seconds. Once a feasible trajectory has been found, the rendezvous times are manually refined with the aid of the control profile from the optimal solution. Each ship’s individual solution is then placed into a pool where the feasible set that maximizes the final score is extracted using a genetic algorithm. Our final submitted solution placed fifth with a score of 15,489.</p><div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>","PeriodicalId":52291,"journal":{"name":"Astrodynamics","volume":"9 1","pages":"55 - 75"},"PeriodicalIF":2.7,"publicationDate":"2025-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s42064-024-0219-3.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143533232","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信