Net-zero biomass energy sustainable supply chain considering productivity opportunity gap using machine learning by Mohammadmahdi Abbaspour, Hamed Fazlollahtabar

“…Expert-driven Likert-scale assessments are transformed using Rough Set Theory (RST) to ensure robustness in decision-making. …”
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Optimizing hardware configuration for solar powered energy management in battery ultracapacitor hybrid electric vehicles by Shraddha Kaushik, K. Rachananjali

“…With minimal energy losses of 4.3–4.9%, the system regularly achieves power efficiency ranging from 95.1 to 95.7%. Furthermore, the suggested hardware-based EMS lowers overall energy loss by roughly 10.36%, highlighting its dependability and effectiveness in contrast to traditional techniques. …”
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Enhanced Subspace Iteration Technique for Probabilistic Modal Analysis of Statically Indeterminate Structures by Hongfei Cao, Xi Peng, Bin Xu, Fengjiang Qin, Qiuwei Yang

“…To enhance computational efficiency, this work presents an extended subspace iteration method aimed at rapidly determining the vibration modal parameters of statically indeterminate structures. …”
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Development and Characterization of Chitosan Nanoparticles Loaded with Amoxicillin as Advanced Drug Delivery Systems against Streptococcus Mutans by Abdullah J Jasem, Maha A Mahmood

“…MS colonies on MSBA plates were blue, spherical or ovoid, 1-2 mm in diameter, with elevated surfaces that stuck well to the agar. Rough colonies had a rough or frosted glass surface. …”
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MODELING AND MATHEMATICAL PROCESSING OF GEODETIC LEVELING NETWORK WHILE MONITORING SETTLEMENT OF UNIQUE ENGINEERING STRUCTURES by D. V. Usov

“…Due to this very reason a problem concerning higher reliability of geodetic constructions and efficiency of their mathematical processing and, in consequence, provision of more accurate determination of engineering object settlements is considered as an actual one and it finds its solution in the paper.…”
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Abnormal-Aware Multiperson Evaluation System with Improved Fuzzy Weighting by Shutong Ni

“…We choose the two-stage screening method, which consists of rough screening and score-weighted Kendall-τ distance to winnow out abnormal data, coupled with hypothesis testing to narrow global discrepancy. …”
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Preparation Method and Hydromechanical Properties of Bentonite-Coal Slag Aggregates for Sealing of Sluice Gate by Weiboyan Jiao, Huajun Ming

“…In the bentonite-coal slag aggregates, the surface of the coal slag is rough, which is conducive to the formation of skeleton among the particles. …”
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Numerical simulation study of tunneling process using TBM disc cutter under extremely hard rock condition by Huawei WANG, Zhengyang KANG, Yingcai WANG, Sijin LIU, Peng LIU

“…For instance, the time required at λ=4.0 was roughly 15 times that at λ=0.5. The computational results also suggested that a judicious selection of λ benefits both accuracy and efficiency. …”
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Research on civil aircraft cockpit display interface availability considering multidimensional indicators clustering and reduction by CHEN Dengkai, XIAO Yao, XIAO Jianghao, ZHOU Yao, YANG Cong

“…The availability of civil aircraft cockpit display interface is related to pilot's satisfaction as well as flight safety and efficiency, but current indicator system in this field lacks target-oriented focus. …”
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Movement Monitoring System for a Pneumatic Muscle Actuator by Oleksandr Sokolov, Aleksander Hosovsky, Vitalii Ivanov, Ivan Pavlenko

“…Their ability to move over rough terrain and grasp objects of irregular shape, regardless of position, has garnered significant interest in developing new pneumatic soft robots. …”
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The Evolution of Molecular Clouds: Turbulence-regulated Global Radial Collapse by An-Xu Luo, Hong-Li Liu, Jin-Zeng Li

“…The star formation efficiency (SFE) measures the proportion of molecular gas converted into stars, while the star formation rate (SFR) indicates the rate at which gas is transformed into stars. …”
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Sawmill Residue Valorization as Adsorbent for Cd2+ from Aqueous Solution by Ali El-Rayyes, Ibrahim Arogundade, Ezekiel Folorunsho Sodiya, Edwin Andrew Ofudje, Moamen S. Refat, Amnah Mohammed Alsuhaibani, James Asamu Akande

“…Desorption studies revealed a decline in adsorption efficiency over multiple cycles, with RSWA exhibiting slightly better desorption performance than SWBA. …”
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Agricultural tractor electrical propulsion concept by Tero Lappalainen, Ilya Petrov, Juha Pyrhönen

“…Machine efficiencies are analytically calculated at operating points and further validated with 2D efficiency maps for the best candidates. …”
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A Study on the Dynamic Relationship between Embodied Carbon Productivity and Embodied Value Added in China’s Industrial Sectors: An Empirical Analysis Based on the Decoupling Model... by Lei WANG, Jianbo HU, Zhipeng LUO

“…(ii) As the embodied value added of the 28 industrial subsectors expanded, the changes in their embodied carbon productivity were different. This process can be roughly classified into three main phases: The first phase is the extensive growth period of 2002–2005, in which the embodied carbon productivity of most industrial subsectors declined while the embodied value added expanded; the second phase is the low-carbon transformation and development period of 2005–2012, during which the recessive positive-efficiency emission reduction became the dominant mode; and the third phase is the low-carbon development period of 2012–2020, in which the high-efficiency emission reduction became the dominant mode. …”
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An MCM-Enhanced Compressive Sensing for Weak Fault Feature Extraction of Rolling Element Bearings under Variable Speeds by Ya He, Kun Feng, Minghui Hu, Jinmiao Cui

“…The compressive sensing (CS) theory provides a new slight to the big-data problem led by the Shannon sampling theorem in rolling element bearings condition monitoring, where the measurement matrix of CS tends to be designed by the random matrix (RM) to preserve the integrity of signal roughly. However, when the signal to be analyzed is infected with strong noise, not only does the signal become insufficiently sparse, but the randomness of the measurement matrix will bring down the sensing efficiency, resulting in the loss of fault feature. …”
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Exergy Analysis of the Discharge of Sensible Heat Thermal Energy Storage Systems: Granular Material vs. Solid Blocks by Antonio Soria-Verdugo, Alberto Sánchez-González, Gerardo Carbajal, Néstor García-Hernando

“…The evolution of the exergy efficiency of the TES systems along the discharge process was determined by obtaining an inversed exponential reduction for the fluidized bed TES system, a parabolic reduction for the alumina block TES system, and a roughly uniform value for the confined bed TES system. …”
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Cost-effective solar-driven configurations for post-combustion carbon capture at Abadan Power Plant: MEA, DEA, and DGA absorption-based by Farzin Hosseinifard, Milad Hosseinpour, Mohsen Salimi, Majid Amidpour

“…Replacing steam from a power plant with solar energy for the reboiler in this configuration provided additional savings, requiring 1.1 km2 of solar area with 13 h of storage to achieve lifetime savings of roughly $295 million. Furthermore, exergy analysis revealed a 34.4% efficiency gain with the optimized configuration. …”
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Thermal activation of basic oxygen furnace slag as a heterogeneous catalyst in transesterification: Characterization and catalytic activity studies by J.S. Ali, H.L. Rutto, T. Seodigeng, S.L. Kiambi

“…The characterization techniques showed that the BOF-S 850 had superior characteristics as a catalyst: rough surface, increased pore size and more active basic sites compared to the BOF-S and the BOF-S 1000 slag samples. …”
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Flotation Recovery Tests of Silver Minerals from a Cyanide Slag in Colombia by Shuibo CHEN, Qiankun WANG, Zhongmei SUN, Yuyun SU, Qihong XU

“…And the copper minerals are mainly chalcopyrite. ②The silver and copper were in a intimated correlation, which means that it can be used the copper flotation process to recover the associated silver minerals. ③ It is revealed that a flotation concentrate containing 2 150.79 g/t silver and 9.63% copper which corresponded to a recovery of 74.02% for silver and 58.74% for copper can be obtained by using the closed-circuit flotation process of one-stage roughing, two-stage cleaning and two-stage scavenging. ④ It is beneficial to use flotation process to recover silver and copper in leaching tailings of Colombia ores, which improves the total recovery of silver and the resource utilization efficiency.…”
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A Study on the Morphology of Poly(Triaryl Amine)-Based Hole Transport Layer via Solvent Optimization for High-Performance Inverted Perovskite Solar Cells by Xiaoyin Xie, Xi Liu, Chufei Ding, Han Yang, Xueyi Liu, Guanchen Liu, Zhihai Liu, Eun-Cheol Lee

“…The contact area of the hole transfer layer with the surface aggregation is increased in reference to the rough surface, and the hydrophilicity of the PTAA layer is also increased. …”
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