A new rate-transient analysis model for shale gas reservoirs coupled the effect of slip flow and surface diffusion

•A new rate-transient analysis model is constructed to estimate rate of shale wells.•Both the slip flow and diffusion mechanisms are considered in this method.•The modified pseudo-variables are developed to account for these flow mechanisms.•An explicit procedure for rate-transient data analysis by...

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Veröffentlicht in:International journal of heat and mass transfer 2018-09, Vol.124, p.1-10
Hauptverfasser: Miao, Yanan, Li, Xiangfang, Zhou, Yunjian, Lee, John, Sun, Zheng, Chang, Yucui, Wang, Shan, Hou, Chenhong
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container_title International journal of heat and mass transfer
container_volume 124
creator Miao, Yanan
Li, Xiangfang
Zhou, Yunjian
Lee, John
Sun, Zheng
Chang, Yucui
Wang, Shan
Hou, Chenhong
description •A new rate-transient analysis model is constructed to estimate rate of shale wells.•Both the slip flow and diffusion mechanisms are considered in this method.•The modified pseudo-variables are developed to account for these flow mechanisms.•An explicit procedure for rate-transient data analysis by this model is proposed.•Perfect matches are obtained in both simulated cases and field observations. Forecasting production in shale gas reservoirs accurately has been of growing interest in the industry. Horizontal wells with multiple fractures are commonly utilized to develop shale reservoirs, which indicates that the dominant flow regime observed will be linear flow for several years. Until now, it has been widely recognized that the rate-transient data analysis is the most efficient approach to estimate rate, where it appears as a straight line on the plot of normalized pressure vs. square root of time in linear flow. However, the traditional square-root-of-time plot may result in overestimation of reservoir properties and will not allow us to forecast production with confidence in shale gas reservoirs. In this paper, a new analytical methodology is put forward to analyze the rate-transient data from fractured wells in shale gas reservoirs producing at a constant flowing-pressure, which incorporates both slip flow/Knudsen diffusion of bulk gas and surface diffusion of adsorbed gas directly into the model. These flow mechanisms cannot be well described by traditional models. Depending on flow discrepancies from conventional reservoirs, the modified pseudo-pressure and pseudo-time equations to account for these critical transport mechanisms are constructed. In addition, a new procedure for rate-transient data analysis applying the proposed model is presented in details, which is reliable and easy to utilize. The novel approach is validated against numerically simulated cases and field observations. Comparisons between the new approach and traditional method are conducted by a number of test cases. The results demonstrate that the newly developed model dramatically eliminates the inaccuracy of production forecast and provides a more reliable estimated ultimate recovery (EUR). This work should provide an efficient guidance to assist analysts in evaluating hydrocarbon production accurately in shale gas reservoirs.
doi_str_mv 10.1016/j.ijheatmasstransfer.2018.03.050
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Forecasting production in shale gas reservoirs accurately has been of growing interest in the industry. Horizontal wells with multiple fractures are commonly utilized to develop shale reservoirs, which indicates that the dominant flow regime observed will be linear flow for several years. Until now, it has been widely recognized that the rate-transient data analysis is the most efficient approach to estimate rate, where it appears as a straight line on the plot of normalized pressure vs. square root of time in linear flow. However, the traditional square-root-of-time plot may result in overestimation of reservoir properties and will not allow us to forecast production with confidence in shale gas reservoirs. In this paper, a new analytical methodology is put forward to analyze the rate-transient data from fractured wells in shale gas reservoirs producing at a constant flowing-pressure, which incorporates both slip flow/Knudsen diffusion of bulk gas and surface diffusion of adsorbed gas directly into the model. These flow mechanisms cannot be well described by traditional models. Depending on flow discrepancies from conventional reservoirs, the modified pseudo-pressure and pseudo-time equations to account for these critical transport mechanisms are constructed. In addition, a new procedure for rate-transient data analysis applying the proposed model is presented in details, which is reliable and easy to utilize. The novel approach is validated against numerically simulated cases and field observations. Comparisons between the new approach and traditional method are conducted by a number of test cases. The results demonstrate that the newly developed model dramatically eliminates the inaccuracy of production forecast and provides a more reliable estimated ultimate recovery (EUR). This work should provide an efficient guidance to assist analysts in evaluating hydrocarbon production accurately in shale gas reservoirs.</description><identifier>ISSN: 0017-9310</identifier><identifier>EISSN: 1879-2189</identifier><identifier>DOI: 10.1016/j.ijheatmasstransfer.2018.03.050</identifier><language>eng</language><publisher>Oxford: Elsevier Ltd</publisher><subject>Computer simulation ; Crack propagation ; Data analysis ; Diffusion ; Economic forecasting ; Forecasting ; Horizontal wells ; Hydrocarbons ; Knudsen diffusion ; Linear flow regime ; Pressure ; Rate-transient analysis ; Reservoirs ; Shale gas ; Shale gas reservoirs ; Slip flow ; Surface diffusion ; Transient analysis ; Wells</subject><ispartof>International journal of heat and mass transfer, 2018-09, Vol.124, p.1-10</ispartof><rights>2018 Elsevier Ltd</rights><rights>Copyright Elsevier BV Sep 2018</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c370t-f6759fbb2aa86c2887db50ad7522aebebfc95abdade9b2fdbf2a5ec85ce466703</citedby><cites>FETCH-LOGICAL-c370t-f6759fbb2aa86c2887db50ad7522aebebfc95abdade9b2fdbf2a5ec85ce466703</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0017931017328879$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3536,27903,27904,65309</link.rule.ids></links><search><creatorcontrib>Miao, Yanan</creatorcontrib><creatorcontrib>Li, Xiangfang</creatorcontrib><creatorcontrib>Zhou, Yunjian</creatorcontrib><creatorcontrib>Lee, John</creatorcontrib><creatorcontrib>Sun, Zheng</creatorcontrib><creatorcontrib>Chang, Yucui</creatorcontrib><creatorcontrib>Wang, Shan</creatorcontrib><creatorcontrib>Hou, Chenhong</creatorcontrib><title>A new rate-transient analysis model for shale gas reservoirs coupled the effect of slip flow and surface diffusion</title><title>International journal of heat and mass transfer</title><description>•A new rate-transient analysis model is constructed to estimate rate of shale wells.•Both the slip flow and diffusion mechanisms are considered in this method.•The modified pseudo-variables are developed to account for these flow mechanisms.•An explicit procedure for rate-transient data analysis by this model is proposed.•Perfect matches are obtained in both simulated cases and field observations. Forecasting production in shale gas reservoirs accurately has been of growing interest in the industry. Horizontal wells with multiple fractures are commonly utilized to develop shale reservoirs, which indicates that the dominant flow regime observed will be linear flow for several years. Until now, it has been widely recognized that the rate-transient data analysis is the most efficient approach to estimate rate, where it appears as a straight line on the plot of normalized pressure vs. square root of time in linear flow. However, the traditional square-root-of-time plot may result in overestimation of reservoir properties and will not allow us to forecast production with confidence in shale gas reservoirs. In this paper, a new analytical methodology is put forward to analyze the rate-transient data from fractured wells in shale gas reservoirs producing at a constant flowing-pressure, which incorporates both slip flow/Knudsen diffusion of bulk gas and surface diffusion of adsorbed gas directly into the model. These flow mechanisms cannot be well described by traditional models. Depending on flow discrepancies from conventional reservoirs, the modified pseudo-pressure and pseudo-time equations to account for these critical transport mechanisms are constructed. In addition, a new procedure for rate-transient data analysis applying the proposed model is presented in details, which is reliable and easy to utilize. The novel approach is validated against numerically simulated cases and field observations. Comparisons between the new approach and traditional method are conducted by a number of test cases. The results demonstrate that the newly developed model dramatically eliminates the inaccuracy of production forecast and provides a more reliable estimated ultimate recovery (EUR). This work should provide an efficient guidance to assist analysts in evaluating hydrocarbon production accurately in shale gas reservoirs.</description><subject>Computer simulation</subject><subject>Crack propagation</subject><subject>Data analysis</subject><subject>Diffusion</subject><subject>Economic forecasting</subject><subject>Forecasting</subject><subject>Horizontal wells</subject><subject>Hydrocarbons</subject><subject>Knudsen diffusion</subject><subject>Linear flow regime</subject><subject>Pressure</subject><subject>Rate-transient analysis</subject><subject>Reservoirs</subject><subject>Shale gas</subject><subject>Shale gas reservoirs</subject><subject>Slip flow</subject><subject>Surface diffusion</subject><subject>Transient analysis</subject><subject>Wells</subject><issn>0017-9310</issn><issn>1879-2189</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><recordid>eNqNkEtLxDAUhYMoOD7-Q8CNm9Ykta-dIj4ZcKPrcJvcOCmdZsxtFf-9GcedG1eXwz18cD7GzqXIpZDVRZ_7foUwrYFoijCSw5grIZtcFLkoxR5byKZuMyWbdp8thJB11hZSHLIjon4bxWW1YPGaj_jJI0yY_WA8jhOHEYYv8sTXweLAXYicVjAgfwPiEQnjR_CRuAnzZkDLpxVydA7NxIPjNPgNd0P4TBzLaY4ODHLrnZvJh_GEHTgYCE9_7zF7vbt9uXnIls_3jzfXy8wUtZgyV9Vl67pOATSVUU1T264UYOtSKcAOO2faEjoLFttOOds5BSWapjR4WVW1KI7Z2Y67ieF9Rpp0H-aYlpFWUorkSFV1al3tWiYGoohOb6JfQ_zSUuitad3rv6b11rQWhU6UhHjaITCt-fDpSyZpNGh9TEq0Df7_sG8y3Jdk</recordid><startdate>201809</startdate><enddate>201809</enddate><creator>Miao, Yanan</creator><creator>Li, Xiangfang</creator><creator>Zhou, Yunjian</creator><creator>Lee, John</creator><creator>Sun, Zheng</creator><creator>Chang, Yucui</creator><creator>Wang, Shan</creator><creator>Hou, Chenhong</creator><general>Elsevier Ltd</general><general>Elsevier BV</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7TB</scope><scope>8FD</scope><scope>FR3</scope><scope>H8D</scope><scope>KR7</scope><scope>L7M</scope></search><sort><creationdate>201809</creationdate><title>A new rate-transient analysis model for shale gas reservoirs coupled the effect of slip flow and surface diffusion</title><author>Miao, Yanan ; 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Transportation Engineering Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>Aerospace Database</collection><collection>Civil Engineering Abstracts</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>International journal of heat and mass transfer</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Miao, Yanan</au><au>Li, Xiangfang</au><au>Zhou, Yunjian</au><au>Lee, John</au><au>Sun, Zheng</au><au>Chang, Yucui</au><au>Wang, Shan</au><au>Hou, Chenhong</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A new rate-transient analysis model for shale gas reservoirs coupled the effect of slip flow and surface diffusion</atitle><jtitle>International journal of heat and mass transfer</jtitle><date>2018-09</date><risdate>2018</risdate><volume>124</volume><spage>1</spage><epage>10</epage><pages>1-10</pages><issn>0017-9310</issn><eissn>1879-2189</eissn><abstract>•A new rate-transient analysis model is constructed to estimate rate of shale wells.•Both the slip flow and diffusion mechanisms are considered in this method.•The modified pseudo-variables are developed to account for these flow mechanisms.•An explicit procedure for rate-transient data analysis by this model is proposed.•Perfect matches are obtained in both simulated cases and field observations. Forecasting production in shale gas reservoirs accurately has been of growing interest in the industry. Horizontal wells with multiple fractures are commonly utilized to develop shale reservoirs, which indicates that the dominant flow regime observed will be linear flow for several years. Until now, it has been widely recognized that the rate-transient data analysis is the most efficient approach to estimate rate, where it appears as a straight line on the plot of normalized pressure vs. square root of time in linear flow. However, the traditional square-root-of-time plot may result in overestimation of reservoir properties and will not allow us to forecast production with confidence in shale gas reservoirs. In this paper, a new analytical methodology is put forward to analyze the rate-transient data from fractured wells in shale gas reservoirs producing at a constant flowing-pressure, which incorporates both slip flow/Knudsen diffusion of bulk gas and surface diffusion of adsorbed gas directly into the model. These flow mechanisms cannot be well described by traditional models. Depending on flow discrepancies from conventional reservoirs, the modified pseudo-pressure and pseudo-time equations to account for these critical transport mechanisms are constructed. In addition, a new procedure for rate-transient data analysis applying the proposed model is presented in details, which is reliable and easy to utilize. The novel approach is validated against numerically simulated cases and field observations. Comparisons between the new approach and traditional method are conducted by a number of test cases. The results demonstrate that the newly developed model dramatically eliminates the inaccuracy of production forecast and provides a more reliable estimated ultimate recovery (EUR). This work should provide an efficient guidance to assist analysts in evaluating hydrocarbon production accurately in shale gas reservoirs.</abstract><cop>Oxford</cop><pub>Elsevier Ltd</pub><doi>10.1016/j.ijheatmasstransfer.2018.03.050</doi><tpages>10</tpages></addata></record>
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subjects Computer simulation
Crack propagation
Data analysis
Diffusion
Economic forecasting
Forecasting
Horizontal wells
Hydrocarbons
Knudsen diffusion
Linear flow regime
Pressure
Rate-transient analysis
Reservoirs
Shale gas
Shale gas reservoirs
Slip flow
Surface diffusion
Transient analysis
Wells
title A new rate-transient analysis model for shale gas reservoirs coupled the effect of slip flow and surface diffusion
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