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Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


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Volume 6,Issue 4,July - Aug.,2019


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"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


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Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


Mail your paper at E-mail:

Mail your paper at E-mail: submit2ijasm@yahoo.in , submit@ijasm.org


Successfully Published

Volume 6,Issue 4,July - Aug.,2019


Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


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Mail your paper at E-mail: submit2ijasm@yahoo.in , submit@ijasm.org


Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


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Mail your paper at E-mail: submit2ijasm@yahoo.in , submit@ijasm.org


Successfully Published

Volume 6,Issue 4,July - Aug.,2019


Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


Mail your paper at E-mail:

Mail your paper at E-mail: submit2ijasm@yahoo.in , submit@ijasm.org


Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


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Mail your paper at E-mail: submit2ijasm@yahoo.in , submit@ijasm.org


Successfully Published

Volume 6,Issue 4,July - Aug.,2019


Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


Mail your paper at E-mail:

Mail your paper at E-mail: submit2ijasm@yahoo.in , submit@ijasm.org


Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


Mail your paper at E-mail:

Mail your paper at E-mail: submit2ijasm@yahoo.in , submit@ijasm.org


Successfully Published

Volume 6,Issue 4,July - Aug.,2019


Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


Mail your paper at E-mail:

Mail your paper at E-mail: submit2ijasm@yahoo.in , submit@ijasm.org


Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


Mail your paper at E-mail:

Mail your paper at E-mail: submit2ijasm@yahoo.in , submit@ijasm.org


Successfully Published

Volume 6,Issue 4,July - Aug.,2019


Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


Mail your paper at E-mail:

Mail your paper at E-mail: submit2ijasm@yahoo.in , submit@ijasm.org



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Feature Extraction and Forecasting Model of Gas Vehicle Energy Consumption Based on Time Series

  • Yan, Zhang
  • Yaming, Jiang
  • Huajian, Xue
  • Wenxiao, Zeng
  • Haiwei, Wang
  • Ronghui, Zhang
The thesis carried out the research work of the scale level data analysis method, mainly based on mass perception data that Vehicle Cylinder IOT Electronic Supervision System accumulated. The large data analysis platform was built based on Hadoop. Then, the method of building data warehouse and data layout schem was designed. Using the platform with large-scale cylinder gas-adding data, statistical analysis was performed. With the analysis methods of energy consumption for time series, feature extraction and feature selection was worked on. With Hidden Markov Model method, vehicle gas prediction model was established. And the data layout scheme was put forward under the Hadoop environment that is applicable to the perceptual data features rapid extraction. At last, the technical reference was provided for the gas vehicle IOT intelligence oversight, which was the development and application of CMIS technology in gas vehicle energy consumption prediction research.
Select Volume / Issue:
Year:
2015
Type of Publication:
Article
Keywords:
WSN; Data Analysis; Markov Chain; The Internet of Things; Vehicle Engineering; CMIS
Journal:
IJASM
Volume:
2
Number:
5
Pages:
186-189
Month:
September
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