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Prediction of cost and emission from Indian coal-fired power plants with C02 capture and storage using artificial intelligence techniques

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Frontiers in Energy 2019年第1期13卷 149-162页

作者： Naushita SHARMA Udayan SINGH siba sankar mahapatra Department of Mechanical Engineering National Institute of Technology RourkelaRourkela769008 India

Coal-fired power plants are one of the most important targets with respect to reduction of CO2 *** reasons for this are that coal-fired power plants offer localized large point sources(LPS)of CO2 and that the Indian power sector con tributes to roughly half of all-India ***2capture and storage(CCS)can be implemented in these power plants for long-temi decarbonisation of the Indian *** this paper,two artificial intelligence(Al)techniques—adaptive network based fuzzy inference system(ANFIS)and multi gene genetic programming(MGGP)are used to model Indian coal-fired power plants with CO2 *** data set of 75 power plants take the plant size,the capture type,the load and the CO2 emission as the input and the COE and annual CO2 emissions as the *** is found that MGGP is more suited to these applications with an R2 value of more than 99%between the predicted and actual values,as against the^96%correlation for the ANFIS *** also gives the traditionally expected results in sensitivity analysis,which ANFIS fails to *** other parameters in the base plant and CO2 capture unit may be included in similar studies to give a more accurate *** is because MGGP gives a better perspective toward qualitative data,such as capture type,as compared to ANFIS.

关键词： carbon capture and storage power plants artificial intelligence genetic programming neuro fuzzy

Simultaneous Optimization of Correlated Multiple Surface Quality Characteristics of Mild Steel Turned Product

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Intelligent Information Management 2010年第1期2卷 26-39页

作者： Saurav DATTA siba sankar mahapatra 不详

Present work highlights application of utility theory combined with Principal Component Analysis (PCA) and Taguchi’s robust design for simultaneous optimization of correlated multiple surface quality characteristics of mild steel machined product prepared by straight turning operation. The study aims at evaluating the most favorable process environment followed by an optimal parametric combination for achieving high surface quality. Traditional Taguchi based hybrid optimization approaches rely on the assumption that quality indices are uncorrelated or independent. But it is felt that, in practice, there may be some correlation among various quality indices (responses) under consideration. To overcome this limitation of Taguchi approach, the present study proposes application of PCA to convert correlated responses into uncorrelated quality indices called principal components. Finally based on utility theory, Taguchi method has been applied to solve this optimization problem. The study demonstrates detailed methodology and concludes robustness and flexibility of the proposed optimization technique and validates its effectiveness through a case study in which correlated multiple response characteristics of turning operation have been optimized.

关键词： utility theory principal component analysis Taguchi’s robust design straight turning

Spatiotemporal dynamics of land use/land cover(LULC)changes and its impact on land surface temperature:A case study in New Town Kolkata,eastern India

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Regional Sustainability 2024年第2期5卷 26-48页

作者： Bubun MAHATA siba sankar SAHU Archishman SARDAR Laxmikanta RANA Mukul MAITY Department of Geography Ravenshaw UniversityCuttack753003India Department of Geography Sri Krushna Chandra Gajapati(Autonomous)CollegeParalakhemundi761200India

Rapid urbanization creates complexity,results in dynamic changes in land and environment,and influences the land surface temperature(LST)in fast-developing *** this study,we examined the impact of land use/land cover(LULC)changes on LST and determined the intensity of urban heat island(UHI)in New Town Kolkata(a smart city),eastern India,from 1991 to 2021 at 10-a intervals using various series of Landsat multi-spectral and thermal *** study used the maximum likelihood algorithm for image classification and other methods like the correlation analysis and hotspot analysis(Getis–Ord Gi^(*) method)to examine the impact of LULC changes on urban thermal *** study noticed that the area percentage of built-up land increased rapidly from 21.91%to 45.63%during 1991–2021,with a maximum positive change in built-up land and a maximum negative change in sparse *** mean temperature significantly increased during the study period(1991–2021),from 16.31℃to 22.48℃in winter,29.18℃to 34.61℃in summer,and 19.18℃to 27.11℃in *** result showed that impervious surfaces contribute to higher LST,whereas vegetation helps decrease *** ecological status has been found in built-up land,and excellent ecological status has been found in vegetation and water *** hot spot and cold spot areas shifted their locations every decade due to random LULC *** after New Town Kolkata became a smart city,high LST has been ***,this study indicated that urbanization and changes in LULC patterns can influence the urban thermal environment,and appropriate planning is needed to reduce *** study can help policy-makers create sustainable smart cities.

关键词： Urbanization Land use/land cover (LULC)changes Land surface temperature Urban heat island Hotspot analysis Smart city

Chinese Grand Strategies in Central Asia:The Role of Shanghai Cooperation Organization and Belt and Road Initiative

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Fudan Journal of the Humanities and Social Sciences 2021年第2期14卷 197-223页

作者： Ramakrushna Pradhan siba sankar Mohanty Department of Social Science Fakir Mohan UniversityNuapadhiBalasore 756020OdishaIndia The Centre for Diaspora Studies Central University of GujaratGandhinagarIndia

Central Asia has long emerged as a hotspot for both the regional and extra-regional powers for two main reasons:its geopolitical location in the middle of Eurasia between Europe,South Asia,the Middle East,Russia and China,and their abundant and mostly unexplored natural *** on huge untapped hydrocarbon potentials the Central Asian geographical entity in recent years has offered enormous opportunity and appeal for global countries and emerged as a grand chessboard for regional and extra-regional *** is one such new pole in the new great game without which any geopolitical and geo-economic debate on Central Asia would be *** this prelude,this article attempts to analyse China's rise in Central Asia and its strategies to strengthen its position in the heartland region by discarding the much-hyped great game thesis and argues that China’s rise is unparallel and unmatched as testified by the recent Belt and Road Initiative of Beijing.

关键词： China Central Asia SCO BRI New Great Game Geostrategy and Energy Security