Institution
North China Institute of Science and Technology
Education•Beijing, China•
About: North China Institute of Science and Technology is a education organization based out in Beijing, China. It is known for research contribution in the topics: Coal & Coal mining. The organization has 1809 authors who have published 1467 publications receiving 7600 citations.
Papers published on a yearly basis
Papers
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TL;DR: The conclusions drawn in this review could facilitate future micro-scale changes of energy use for a particular building through the appropriate retrofit and the inclusion of renewable energy technologies and paves an avenue to explore potential in macro-scale energy-reduction with consideration of customer demands.
Abstract: A recent surge of interest in building energy consumption has generated a tremendous amount of energy data, which boosts the data-driven algorithms for broad application throughout the building industry. This article reviews the prevailing data-driven approaches used in building energy analysis under different archetypes and granularities, including those methods for prediction (artificial neural networks, support vector machines, statistical regression, decision tree and genetic algorithm) and those methods for classification (K-mean clustering, self-organizing map and hierarchy clustering). The review results demonstrate that the data-driven approaches have well addressed a large variety of building energy related applications, such as load forecasting and prediction, energy pattern profiling, regional energy-consumption mapping, benchmarking for building stocks, global retrofit strategies and guideline making etc. Significantly, this review refines a few key tasks for modification of the data-driven approaches in the context of application to building energy analysis. The conclusions drawn in this review could facilitate future micro-scale changes of energy use for a particular building through the appropriate retrofit and the inclusion of renewable energy technologies. It also paves an avenue to explore potential in macro-scale energy-reduction with consideration of customer demands. All these will be useful to establish a better long-term strategy for urban sustainability.
447 citations
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TL;DR: In this article, a systematic process involving a three-phase word frequency analysis, cluster analysis, and a search on potential research topics helps to provide enough potential articles related to PPP research and reduce arbitrariness and subjectivity involved in the research topic analysis.
297 citations
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TL;DR: In this article, a fractal model for resistance of flow through porous media is developed based on the fractal characters of porous media and on the pore-throat model for capillary.
135 citations
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TL;DR: In this paper, the authors provide a comprehensive review of the coal-gas compound dynamic disasters in the past 30 years and discuss the mechanism, classifications, typical case analysis, prediction and prevention of coal gas compound dynamic disaster, and urgent problems and directions in future research.
126 citations
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TL;DR: To effectively crush waste PCB and to solve the problem of secondary pollution from fugitive odors and dust created during the crushing process, a wet impacting crusher was employed to achieve comminution liberation of the PCB in a water medium.
120 citations
Authors
Showing all 1809 results
Name | H-index | Papers | Citations |
---|---|---|---|
Wen Nie | 37 | 83 | 3135 |
Peng Xi | 30 | 171 | 4184 |
Kai Wang | 27 | 171 | 2480 |
Gang Wang | 26 | 167 | 2428 |
Jincai Zhang | 24 | 56 | 2241 |
Qiang Liu | 24 | 39 | 1618 |
Huitian Peng | 21 | 35 | 1524 |
Li Chunlin | 20 | 91 | 1183 |
Baisheng Nie | 20 | 70 | 1815 |
Yun Hua | 16 | 33 | 1056 |
Zhiqiang Liu | 13 | 15 | 875 |
Youhei Kawamura | 12 | 85 | 525 |
Chunlin Li | 12 | 46 | 362 |
Zeng Yifan | 9 | 34 | 296 |
Shangxian Yin | 9 | 25 | 303 |