Method for separating carbon dioxide
10807036 ยท 2020-10-20
Assignee
Inventors
Cpc classification
Y02C20/40
GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
B01D53/229
PERFORMING OPERATIONS; TRANSPORTING
B01D69/02
PERFORMING OPERATIONS; TRANSPORTING
C10L2290/548
CHEMISTRY; METALLURGY
C10L3/10
CHEMISTRY; METALLURGY
B01D53/228
PERFORMING OPERATIONS; TRANSPORTING
B01D71/0215
PERFORMING OPERATIONS; TRANSPORTING
International classification
B01D69/02
PERFORMING OPERATIONS; TRANSPORTING
Abstract
According to the present invention, in separating carbon dioxide by a membrane separation with a separation membrane system using an inorganic separation membrane from a mixed gas containing methane and carbon dioxide, and then by an acid gas removal process using an absorbent, by specifying the suitable range of the carbon dioxide mole fraction at the outlet on the carbon dioxide non-permeation side X.sub.CO2 in the membrane separation, which corresponds to an ideal separation factor of the inorganic separation membrane, the proper distribution conditions become feasible. As a result, a method for separating carbon dioxide in which the decrease of the production amount by methane permeation in the membrane separation and the energy loss accompanying the decrease are suppressed, and further the energy consumption in an acid gas removal process using an absorbent, which is a post-process, can be suppressed, is provided.
Claims
1. A method for separating carbon dioxide, comprising: separating carbon dioxide from a mixed gas containing methane and the carbon dioxide, wherein in separating carbon dioxide by a membrane separation using an inorganic separation membrane that is permeated by the carbon dioxide preferentially from the mixed gas, and then by an acid gas removal process using an absorbent, a carbon dioxide mole fraction at an outlet on a carbon dioxide non-permeation side X.sub.CO2 of the membrane separation, corresponding to an ideal separation factor of the inorganic separation membrane in the membrane separation, is expressed in the range surrounded by data points a.sub.1, a.sub.2, a.sub.3, a.sub.4, a.sub.5, a.sub.6, a.sub.7, and a.sub.8 in a graph of versus X.sub.CO2, wherein is an ideal separation factor of the inorganic separation membrane and is a ratio (=K.sub._CO2/K.sub._CH4) of the permeance of carbon dioxide (K.sub._CO2)(mol/(m.sup.2.Math.Pa.Math.s) to the permeance of methane (K.sub._CH4)(mol/(m.sup.2.Math.Pa.Math.s), X.sub.CO2 is a carbon dioxide mole fraction at an outlet on a carbon dioxide non-permeation side of a membrane separation using an inorganic separation membrane, and X.sub.CO2 is expressed by the following Formula (I) with a carbon dioxide non-permeation side pressure P.sub.X [MPaA] and a carbon dioxide permeation side pressure P.sub.Y [MPaA] in the membrane separation,
[Mathematical Formula 1]
X.sub.CO2=A.Math.P.sub.R+B(I) wherein P.sub.R indicates P.sub.Y/P.sub.X, each of A and B in Formula (I) is a value shown in the following Correspondence Table of A and B, corresponding to each ideal separation factor of a.sub.1, a.sub.2, a.sub.3, a.sub.4, a.sub.4, a.sub.6, a.sub.7, and a.sub.8, wherein a range of the ideal separation factor of the inorganic separation membrane in the membrane separation is 50 to 200 TABLE-US-00004 TABLE 1 (Correspondence Table of A and B) A B a.sub.1 50 0.7452 0.1593 a.sub.2 50 0.7273 0.0751 a.sub.3 80 0.7986 0.1059 a.sub.4 80 0.7566 0.0493 a.sub.5 120 0.8314 0.0732 a.sub.6 120 0.7641 0.0314 a.sub.7 200 0.8614 0.0476 a.sub.8 200 0.7689 0.0181.
2. The method for separating carbon dioxide according to claim 1, wherein in obtaining a carbon dioxide mole fraction of 0.03 or less in a gas after separating carbon dioxide by the acid gas removal process using an absorbent, in the range of P.sub.X from 2.10 to 6.10 [MPaA], and in the range of P.sub.Y from 0.10 to 0.25 [MPaA].
Description
BRIEF DESCRIPTION OF THE DRAWINGS
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DETAILED DESCRIPTION OF THE INVENTION
(104) Hereinafter, one example of the embodiments of the present invention will be described in detail by using drawings.
(105)
(106) Further, in
[Mathematical Formula 2]
X.sub.CO2=A.Math.P.sub.R+B(I)
(in Formula (I), P.sub.R represents P.sub.Y/P.sub.X, each of A and B in
(107) TABLE-US-00002 TABLE 2 (Correspondence Table of A and B) A B a.sub.1 50 0.7452 0.1593 a.sub.2 50 0.7273 0.0751 a.sub.3 80 0.7986 0.1059 a.sub.4 80 0.7566 0.0493 a.sub.5 120 0.8314 0.0732 a.sub.6 120 0.7641 0.0314 a.sub.7 200 0.8614 0.0476 a.sub.8 200 0.7689 0.0181
(108) Further,
(109) The mixed gas, which is subjected to separation in the present invention, is a raw material, and contains carbon dioxide (CO.sub.2) and methane (CH.sub.4). The inorganic separation membrane 2 used in a carbon dioxide separation system 1 is permeated by carbon dioxide preferentially from the above-described mixed gas, and the mixed gas is supplied from a separation membrane input part 3 to an inorganic separation membrane 2 passing through a path. The inorganic separation membrane 2 is permeated by carbon dioxide selectively from the mixed gas to be supplied, the carbon dioxide (permeable component) is taken out, and the remaining components (non-permeable components) containing methane as the main component are separated. When the carbon dioxide is separated up to the predetermined concentration, the remaining components are sent to an absorption tower 5 in which an acid gas removal process using an absorbent is performed, which is a post-process, via an absorption tower input part 4 at the outlet on the carbon dioxide non-permeation side of the inorganic separation membrane 2.
(110) Further, in
(111) In the absorption tower 5 arranged on the non-permeation side of the inorganic separation membrane 2, the non-permeable components of the inorganic separation membrane 2 containing carbon dioxide to be supplied are brought into contact with an absorbent, and the carbon dioxide is selectively absorbed into the absorbent. After the carbon dioxide has been absorbed into the absorbent, the absorbent is heated in a regeneration tower (not shown), and the carbon dioxide is separated and recovered.
(112) Herein, as described above, the mixed gas, which is a raw material, is a mixed gas containing carbon dioxide (CO.sub.2) and methane (CH.sub.4). Examples of the raw material source of the mixed gas include a natural gas, and a biogas obtained from organic wastes (biomass) or the like, and the present invention can be used as a measure for separating carbon dioxide and taking out methane from the mixed gas.
(113) In the carbon dioxide separation system 1 shown in
(114) As the kind of the inorganic separation membrane 2, it is not particularly limited, and a conventionally known inorganic separation membrane 2 such as a zeolite membrane, a silica membrane, or a carbon membrane, can be used. Among them, as the zeolite membrane, for example, a zeolite membrane such as a CHA (chabazite) type, a SAPO (silicoaluminophosphate) type, a DDR (Deca-Dodecasil 3R) type, a MFI type, or a FAU (faujasite) type can be used.
(115) The configuration (shape, module structure, and the like) of the inorganic separation membrane 2 is not particularly limited, and is appropriately determined by the desired concentration, or the like. Further, the inorganic separation membrane 2 may be used in a form of a multitubular, that is, a so-called separation membrane module, for example, a separation membrane module with a shell & tube type structure in a heat exchanger can be used.
(116) In the present invention, the ideal separation factor indicates a ratio (=K.sub._CO2/K.sub._CH4) of the permeance of carbon dioxide (K.sub._CO2) (mol/(m.sup.2.Math.Pa.Math.s)) and the permeance of methane (K.sub._CH4) (mol/(m.sup.2.Math.Pa.Math.s)) under the performance conditions for an inorganic separation membrane 2. Therefore, it is indicated that as to the inorganic separation membrane 2, as the ideal separation factor is larger (the permeance of carbon dioxide per unit permeance of methane is larger), the permeation performance of carbon dioxide to methane is better.
(117) On the other hand, in the acid gas removal process using an absorbent, an amine absorbent or the like can be used as the absorbent to be used in an absorption tower 5.
(118) In the carbon dioxide separation system 1 as shown in
(119) From the above, in consideration of avoiding both of the excess energy consumption accompanying the heating of the absorbent as much as possible by decreasing the carbon dioxide processing amount (load) by an acid gas removal process using an absorbent (that is, increasing the carbon dioxide processing amount (load) by a membrane separation) and of the increase of the energy loss accompanying the methane permeation by a membrane separation, the mixed gas obtained after the membrane separation has been applied up to the carbon dioxide mole fraction with the highest energy saving performance in the entire carbon dioxide separation system 1 is required to be sent from the inorganic separation membrane 2 to an acid gas removal process using an absorbent. In other words, when the carbon dioxide is separated up to the predetermined concentration from a mixed gas by a separation membrane system, and then the resultant mixed gas is sent to an acid gas removal process using an absorbent, which is a post-process, the resultant mixed gas is required to be sent to an acid gas removal process using an absorbent, which is a post-process, under the proper distribution conditions in terms of energy between the load of membrane separation and the load of acid gas removal process.
(120) As to the ideal separation factor of an inorganic separation membrane 2 in a separation membrane system in a case of using a carbon dioxide separation system 1 shown in
(121) Further, in the present invention, in the separation by performing a membrane separation with a separation membrane system using an inorganic separation membrane 2, and then by performing an acid gas removal process using an absorbent, the application range of the carbon dioxide mole fraction at the outlet on the carbon dioxide non-permeation side X.sub.CO2 in the membrane separation, corresponding to the ideal separation factor of an inorganic separation membrane 2 in the membrane separation can be easily confirmed in a case where the carbon dioxide non-permeation side pressure P.sub.X and the carbon dioxide permeation side pressure P.sub.Y in the membrane separation are set to the predetermined conditions. By confirming the application range of the carbon dioxide mole fraction X.sub.CO2, the separation of carbon dioxide is performed under proper distribution conditions.
(122) Herein, under the proper distribution conditions, in separating carbon dioxide by a separation membrane system with an inorganic separation membrane 2 and by an acid gas removal process using an absorbent, in order that the energy required for the separation of carbon dioxide is minimized, the separation membrane system and the acid gas removal process are required to be performed in good balance. Further, the separation is performed by determining the carbon dioxide mole fraction at the outlet on the carbon dioxide non-permeation side X.sub.CO2 in a membrane separation by a separation membrane system, which corresponds to proper distribution conditions, and by sending the mixed gas with the carbon dioxide mole fraction to an acid gas removal process using an absorbent, which is a post-process.
(123) Hereinafter, the relationship between the separation of carbon dioxide and the energy to be required will be explained by using drawings.
(124) At first,
(125) Further, in the following explanation, the concentration before the separation by an inorganic separation membrane 2 (concentration of carbon dioxide in a mixed gas to be supplied) is set as a mole fraction X.sub.0_CO2 (supply gas carbon dioxide (CO.sub.2) mole fraction), and the concentration after the separation of carbon dioxide by using an absorbent is set as a mole fraction X.sub.1_CO2 (carbon dioxide (CO.sub.2) mole fraction after processing). The large/small relation of mole fraction is X.sub.0_CO2>A>X.sub.1_CO2.
(126) In
(127) In a case of separating carbon dioxide by a membrane separation when the concentration is mole fraction A, the energy is specified along the solid line from the mole fraction X.sub.1_CO2 that is a concentration before the membrane separation to the mole fraction A, and the energy is specified along the dashed line by separating until the concentration of carbon dioxide becomes mole fraction X.sub.1_CO2 by an acid gas removal process using an absorbent after the mole fraction A has been obtained. Therefore, in a case of separating carbon dioxide by a separation membrane system until the concentration becomes the mole fraction A, the integration range shown with the shaded area in
(128) Next,
(129)
(130) In the present invention, in the determination of the relationship between the ideal separation factor of the inorganic separation membrane 2 and the mole fraction at the outlet on the carbon dioxide non-permeation side X.sub.CO2 in the membrane separation, shown in
(131) Further,
(132) The ideal separation factor of an inorganic separation membrane 2 used in the membrane separation by a separation membrane system using the inorganic separation membrane 2 is set in the range of 50 to 200. As to the lower limit, as is apparent also from
(133) Next, by using the relationship shown in
(134) Firstly, in a case of using an inorganic separation membrane 2 of which each of the ideal separation factors a.sub.1 and a.sub.2 is 50, each of the ideal separation factors a.sub.3 and a.sub.4 is 80, each of the ideal separation factors a.sub.5 and a.sub.6 is 120, and each of the ideal separation factors a.sub.7 and a.sub.8 is 200, A and B that correspond to each other are selected from Correspondence Table of A and B, the selected A and B are assigned to Formula (I) together with the carbon dioxide non-permeation side pressure P.sub.X and carbon dioxide permeation side pressure P.sub.Y in the membrane separation under the conditions to be used, and X.sub.CO2 corresponding to the proper distribution conditions can be obtained.
(135) For example, in a case of using an inorganic separation membrane having an ideal separation factor of 50, A is 0.7452 and B is 0.1593 for a.sub.1, and A is 0.7273 and B is 0.0751 for a.sub.2 from the Correspondence Table of A and B. Further, as to the carbon dioxide non-permeation side pressure P.sub.X and carbon dioxide permeation side pressure P.sub.Y to be used, for example, in a case where P.sub.X is 4.0 MPaA, and P.sub.Y is 0.10 MPaA (P.sub.R=P.sub.Y/P.sub.X=0.025), by assigning these values to Formula (I), X.sub.CO2=0.1779 is calculated for a.sub.1, and X.sub.CO2=0.0933 is calculated for a.sub.2, and the range of 0.1779 to 0.0933 is a range of X.sub.CO2 corresponding to the proper distribution conditions in a case where the ideal separation factor of the inorganic separation membrane 2 is 50, the carbon dioxide non-permeation side pressure P.sub.X is 4.0 MPaA, and the carbon dioxide permeation side pressure P.sub.Y is 0.10 MPaA.
(136) On the other hand, in a case where the ideal separation factor is not the above-described a.sub.1, a.sub.2, a.sub.3, a.sub.4, a.sub.5, a.sub.6, a.sub.7, and a.sub.8, by using a.sub.1, a.sub.2, a.sub.3, a.sub.4, a.sub.5, a.sub.6, a.sub.7, and a.sub.8 sandwiching the ideal separation factor to be subjected therebetween, the range of X.sub.CO2 can be determined in the manner described below.
(137) For example, in a case of using an inorganic separation membrane 2 having an ideal separation factor of 100, which is not a.sub.1 or the like, the range of X.sub.CO2 is calculated by using 80 (a.sub.3 and a.sub.4) and 120 (a.sub.5 and a.sub.6) that sandwich the ideal separation factor 100 therebetween from the Correspondence Table of A and B. From the determined X.sub.CO2 values of a.sub.3 and a.sub.5, a linear expression is made by the ideal separation factor and the value of X.sub.CO2, and the upper limit value of X.sub.CO2 in the ideal separation factor of 100 is calculated by assigning 100 to the ideal separation factor of the linear expression. In the same manner, from the determined X.sub.CO2 values of a.sub.4 and a.sub.6, a linear expression of the ideal separation factor and X.sub.CO2 is made, and the lower limit value of X.sub.CO2 in the ideal separation factor of 100 is calculated by assigning 100 to the ideal separation factor of the linear expression.
(138) As described above, even in a case where the ideal separation factor is other than the above-described a.sub.1, a.sub.2, a.sub.3, a.sub.4, a.sub.5, a.sub.6, a.sub.7, and a.sub.8, the range of X.sub.CO2 corresponding to the proper distribution conditions, which corresponds to the ideal separation factor of the inorganic separation membrane 2, can be determined.
(139) Further, as the contact mode (flow model) of the gas flow on the high pressure side (non-permeation side) and the gas flow on the low pressure side (permeation side) of the separation membrane system in
(140) Next, the relationship shown in
(141) (Conditions)
(142) Ideal separation factor of inorganic separation membrane 2: 50, 80, 120, and 200 (4 kinds), 65 (value intermediate between 50 and 80), 100 (value intermediate between 80 and 120), and 160 (value intermediate between 120 and 200) (3 kinds) (7 kinds in total from 50 to 200)
(143) Carbon dioxide non-permeation side pressure (supply side pressure) in membrane separation P.sub.X [MPaA]: 2.10, 4.10, and 6.10 (3 kinds from 2.10 to 6.10 MPaA)
(144) Carbon dioxide permeation side pressure in membrane separation P.sub.Y [MPaA]: 0.10, 0.15, 0.20, and 0.25 (4 kinds from 0.10 to 0.25 MPaA)
(145) Carbon dioxide mole fraction in mixed gas to be supplied (supply gas carbon dioxide mole fraction) X.sub.0_CO2 []: 0.10, 0.20, 0.40, and 0.60 (4 kinds from 0.10 to 0.60)
(146) Carbon dioxide mole fraction after acid gas removal process using absorbent (CO.sub.2 mole fraction at AGR outlet) X.sub.1_CO2 []: <50 ppm (less than 50 ppm), and 0.03 (2 kinds)
(147) The evaluation is performed as follows. The ideal separation factor of the inorganic separation membrane 2 is set to 50 (A in
(148) Herein, the procedure of evaluation will be described using
(149) Next, the value of X.sub.CO2 is changed in the range of the lower limit value and upper limit value within the proper range of X.sub.CO2, the X.sub.CO2 is calculated when the energy is minimized, and the energy relative value corresponding to this X.sub.CO2 is set to 100%. Subsequently, the energy value when the energy relative value is set to 100% is compared with the energy values of the lower limit value and the upper limit value within the proper range of X.sub.CO2, and the energy relative value corresponding to the lower limit value and upper limit value is calculated. In addition, by changing the value of X.sub.CO2, the X.sub.CO2 is calculated when the energy relative value is 110% as compared with the energy value when the energy relative value is set to 100%, and X.sub.CO2 at this time is confirmed to be outside the proper range (that is, outside the range of polygon shown in
(150) (Correspondence Table)
(151) TABLE-US-00003 TABLE 3 Supply gas carbon AGR outlet Carbon dioxide Carbon dioxide dioxide mole carbon dioxide non-permeation permeation side fraction mole fraction side pressure pressure Drawing number X.sub.0_co2 [] X.sub.1_co2 [] P.sub.x [MPaA] P.sub.Y [MPaA] 7, 8, 9, 10 0.10, 0.20, <50 ppm 2.10 0.10 0.40, 0.60 11, 12, 13, 14 0.10, 0.20, <50 ppm 2.10 0.15 0.40, 0.60 15, 16, 17, 18 0.10, 0.20, <50 ppm 2.10 0.20 0.40, 0.60 19, 20, 21, 22 0.10, 0.20, <50 ppm 2.10 0.25 0.40, 0.60 23, 24, 25, 26 0.10, 0.20, <50 ppm 4.10 0.10 0.40, 0.60 27, 28, 29, 30 0.10, 0.20, <50 ppm 4.10 0.15 0.40, 0.60 31, 32, 33, 34 0.10, 0.20, <50 ppm 4.10 0.20 0.40, 0.60 35, 36, 37, 38 0.10, 0.20, <50 ppm 4.10 0.25 0.40, 0.60 39, 40, 41, 42 0.10, 0.20, <50 ppm 6.10 0.10 0.40, 0.60 43, 44, 45, 46 0.10, 0.20, <50 ppm 6.10 0.15 0.40, 0.60 47, 48, 49, 50 0.10, 0.20, <50 ppm 6.10 0.20 0.40, 0.60 51, 52, 53, 54 0.10, 0.20, <50 ppm 6.10 0.25 0.40, 0.60 55, 56, 57, 58 0.10, 0.20, 0.03 2.10 0.10 0.40, 0.60 59, 60, 61, 62 0.10, 0.20, 0.03 2.10 0.15 0.40, 0.60 63, 64, 65, 66 0.10, 0.20, 0.03 2.10 0.20 0.40, 0.60 67, 68, 69, 70 0.10, 0.20, 0.03 2.10 0.25 0.40, 0.60 71, 72, 73, 74 0.10, 0.20, 0.03 4.10 0.10 0.40, 0.60 75, 76, 77, 78 0.10, 0.20, 0.03 4.10 0.15 0.40, 0.60 79, 80, 81, 82 0.10, 0.20, 0.03 4.10 0.20 0.40, 0.60 83, 84, 85, 86 0.10, 0.20, 0.03 4.10 0.25 0.40, 0.60 87, 88, 89, 90 0.10, 0.20, 0.03 6.10 0.10 0.40, 0.60 91, 92, 93, 94 0.10, 0.20, 0.03 6.10 0.15 0.40, 0.60 95, 96, 97, 98 0.10, 0.20, 0.03 6.10 0.20 0.40, 0.60 99, 100, 101, 102 0.10, 0.20, 0.03 6.10 0.25 0.40, 0.60
(152) The plots in
(153) Further, five kinds of X.sub.CO2 under (1) the condition in which the energy relative value calculated on the low side of carbon dioxide mole fraction is 110%, of (2) the lower limit value of carbon dioxide mole fraction when the energy relative value calculated on the low side of carbon dioxide mole fraction is larger than 100% and less than 110%, of (3) the optimal value (energy relative value is 100%), of (4) the upper limit value of carbon dioxide mole fraction when the energy relative value calculated on the high side of carbon dioxide mole fraction is larger than 100% and less than 110%, and under (5) the condition in which the energy relative value calculated on the high side of carbon dioxide mole fraction is 110% are plotted. The energy relative value corresponding to each plot is shown in the Table placed on the bottom part of each drawing.
(154) Further, in
(155) As shown in
(156) According to the present invention explained above, when a membrane separation is performed by a separation membrane system using an inorganic separation membrane 2 for a mixed gas containing methane and carbon dioxide, and then carbon dioxide is separated by an acid gas removal process using an absorbent, by specifying the suitable range of the carbon dioxide mole fraction at the outlet on the carbon dioxide non-permeation side X.sub.CO2 of the membrane separation, corresponding to an ideal separation factor of the inorganic separation membrane, the proper distribution conditions become feasible. Accordingly, the method for separating carbon dioxide in which the decrease of the production amount by methane permeation and the energy loss accompanying the decrease are suppressed in a membrane separation, and further the energy consumption in an acid gas removal process using an absorbent, which is a post-process, can be suppressed is performed.
(157) In addition, the embodiment described above shows one embodiment of the present invention, the present invention is not limited to the above-described embodiment, and it goes without saying that modifications and improvements within the range in which the constitution of the present invention is provided and the object and effect of the present invention can be achieved are included in the content of the present invention. Further, there is no problem that even if other structures, shapes and the like are used as the specific structures, shapes and the like in performing the present invention within the range in which the object and effect of the present invention can be achieved. The present invention is not limited to the above-described each embodiment, and the modifications and improvements within the range in which the object of the present invention can be achieved are included in the present invention.
(158) For example, in the above-described embodiment, the configuration shown in
(159) As the separation membrane system in a carbon dioxide separation system 1 in which the method for separating carbon dioxide according to the present invention is performed, a separation membrane system configured by connecting an arbitrary plural number of inorganic separation membranes 2 in series, a separation membrane system configured by including an arbitrary number of inorganic separation membranes 2 regardless of whether in parallel or in series, or the like may be used. For example, the system may be a separation membrane system or the like configured by including (nm) number of inorganic separation membranes 2 in total, in which plural (n number) of inorganic separation membranes 2 are connected in series and m number of the connected inorganic separation membranes in series are arranged in parallel.
(160) Further, in the present invention, when the carbon dioxide mole fraction in a gas after the separation of carbon dioxide by an acid gas removal process using an absorbent in a carbon dioxide separation system 1 is obtained to be 0.03 or less, carbon dioxide may be separated from a mixed gas in the range of P.sub.X from 2.10 to 6.10 [MPaA] and P.sub.Y from 0.10 to 0.25 [MPaA] by using an inorganic separation membrane 2 having an ideal separation factor of 50 to 200.
(161) In addition, the specific structures, shapes and the like in performing the present invention may be another structure or the like within the range in which the object of the present invention can be achieved.
(162) The present invention can be advantageously used as a measure in which a membrane separation is performed by using an inorganic separation membrane that is permeated by carbon dioxide preferentially, and then carbon dioxide is separated from a mixed gas such as a natural gas containing the carbon dioxide and methane by an acid gas removal process using an absorbent, and the industrial applicability is extremely high.