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"[ABSTRAKPenentuan zona rekahan reservoar di daerah Geotermal sangat penting untuk keperluan penentuan titik pemboran. Penentuan zona rekahan tersebut dapat dilakukan dengan menerapkan metode geofisika, salah satunya adalah metode microearthquake (MEQ). Metode MEQ dapat memberikan informasi yang berkaitan dengan struktur permeabilitas reservoar, pola pergerakan fluida injeksi, dan batas reservoar pada lapangan Geotermal. Terdapat beberapa metode penting yang dilakukan untuk analisis zona rekahan dari data MEQ, yaitu relokasi menggunakan metode double difference, tensor momen dan tomografi. Dalam hal ini penulis berupaya untuk melakukan penelitian pengembangan software terkait penentuan waktu tiba menggunakan spektrogram. Setelah lokasi hiposenter diperoleh, maka langkah berikutnya adalah melakukan analisis tensor momen dan tomografi. Dari berbagai analisis yang dilakukan tersebut, penentuan zona rekahan di daerah Geotermal dapat dilakukan dengan baik. Diharapkan penelitian ini memberikan hasil yang terbaik sehingga metode yang dilakukan tersebut dapat diterapkan dalam penentuan zona rekahan yang lebih tepat.

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ABSTRACTDetermination of the reservoir fracture zone in Geothermal areas are very important for the purposes of determining the drilling point. Determination of the fracture zone can be performed by applying geophysical methods, one of which is a microearthquake (MEQ) method. MEQ method may provide information relating to the structure of the reservoir permeability, patterns of fluid injection movement, and boundary the field of Geothermal reservoir. There are several important methods to analyze fracture zone performed on the data MEQ, relocation using the double difference method, moment tensor and tomography. In this case the author seeks to conduct research related to the development of software such methods can be used to process and analyze the MEQ data. In this case I do research related to software development related to the timing of arrival using the spectrogram. After the location of the hypocenter is obtained, then the next step is to analyze the moment tensor and tomography. From the various analyzes performed, the determination of the fracture zone in the Geothermal area can be done well. It is expected that this study provides the best results so the methods can applied in the determination of a more precise fracture zone.;Determination of the reservoir fracture zone in Geothermal areas are very important for the purposes of determining the drilling point. Determination of the fracture zone can be performed by applying geophysical methods, one of which is a microearthquake (MEQ) method. MEQ method may provide information relating to the structure of the reservoir permeability, patterns of fluid injection movement, and boundary the field of Geothermal reservoir. There are several important methods to analyze fracture zone performed on the data MEQ, relocation using the double difference method, moment tensor and tomography. In this case the author seeks to conduct research related to the development of software such methods can be used to process and analyze the MEQ data. In this case I do research related to software development related to the timing of arrival using the spectrogram. After the location of the hypocenter is obtained, then the next step is to analyze the moment tensor and tomography. From the various analyzes performed, the determination of the fracture zone in the Geothermal area can be done well. It is expected that this study provides the best results so the methods can applied in the determination of a more precise fracture zone.;Determination of the reservoir fracture zone in Geothermal areas are very important for the purposes of determining the drilling point. Determination of the fracture zone can be performed by applying geophysical methods, one of which is a microearthquake (MEQ) method. MEQ method may provide information relating to the structure of the reservoir permeability, patterns of fluid injection movement, and boundary the field of Geothermal reservoir. There are several important methods to analyze fracture zone performed on the data MEQ, relocation using the double difference method, moment tensor and tomography. In this case the author seeks to conduct research related to the development of software such methods can be used to process and analyze the MEQ data. In this case I do research related to software development related to the timing of arrival using the spectrogram. After the location of the hypocenter is obtained, then the next step is to analyze the moment tensor and tomography. From the various analyzes performed, the determination of the fracture zone in the Geothermal area can be done well. It is expected that this study provides the best results so the methods can applied in the determination of a more precise fracture zone., Determination of the reservoir fracture zone in Geothermal areas are very important for the purposes of determining the drilling point. Determination of the fracture zone can be performed by applying geophysical methods, one of which is a microearthquake (MEQ) method. MEQ method may provide information relating to the structure of the reservoir permeability, patterns of fluid injection movement, and boundary the field of Geothermal reservoir. There are several important methods to analyze fracture zone performed on the data MEQ, relocation using the double difference method, moment tensor and tomography. In this case the author seeks to conduct research related to the development of software such methods can be used to process and analyze the MEQ data. In this case I do research related to software development related to the timing of arrival using the spectrogram. After the location of the hypocenter is obtained, then the next step is to analyze the moment tensor and tomography. From the various analyzes performed, the determination of the fracture zone in the Geothermal area can be done well. It is expected that this study provides the best results so the methods can applied in the determination of a more precise fracture zone.]"

"Reservoar batuan dasar terekah merupakan reservoar batuan beku dan batuan metamorf yang terekahkan secara alami, sehingga memiliki porositas dan permeabilitas sekunder yang dapat menjadi tempat terkonsentrasinya hidrokarbon. Indonesia merupakan salah satu negara yang memiliki potensi reservoar batuan dasar terekah, salah satunya berada pada Cekungan Sumatera Selatan. Pencarian rekahan pada reservoar batuan dasar terekah dinilai cukup rumit. Untuk itu, dibutuhkan metode yang tepat dalam memprediksi sebaran rekahan pada batuan dasar. Salah satu metode yang efektif dalam memetakan dan memodelkan sebaran rekahan pada batuan dasar terekah yaitu metode Continuous Fracture Modeling (CFM). Metode ini memanfaatkan integrasi antara data seismik dengan data sumur melalui pendekatan neural network, sehingga dinilai mampu mengakomodir kelemahan data seismik yang memiliki resolusi terbatas. Data dip angle dan dip azimuth dari data log FMI digunakan untuk analisis rekahan disekitar sumur yang selanjutnya disebarkan secara lateral dalam model grid 3D untuk memprediksi keberadaan rekahan pada daerah yang tidak memiliki data sumur. Fracture driver terpilih (maximum curvature, ant-track, variance, chaos, dip illumination, dan 3D edge enhancement) digunakan dalam proses training dengan fracture indicator untuk menghasilkan model intensitas rekahan. Pemilihan fracture driver didasarkan oleh nilai korelasi, dimana korelasi terbesar terdapat pada atribut passive ant-track sebesar 0.316 dengan fracture indicator. Selanjutnya, model di validasi dengan data Drill Stem Test (DST). Berdasarkan hasil data DST dan model intensitas rekahan menunjukkan bahwa, daerah dengan intensitas rekahan tinggi memiliki korelasi dengan keberadaan fluida berupa gas pada data DST.

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Fractured basement reservoir is a reservoir of igneous rocks and metamorphic rocks that are naturally fractured, which has good secondary porosity and permeability which can act as a reservoir for hydrocarbon concentration. Indonesia is one country with a potential of fractured basement reservoir, one of which located in the South Sumatra Basin. Exploring fractured in the basement reservoir is quite tricky, for this reason, a proper method is required to predict the distribution of fractures in the fractured basement. One of the effective methods in mapping and modeling the distribution of fractures in the fractured basement exploration is the Continuous Fracture Modeling (CFM) method. This method utilizes the integration of seismic data and well log data through a neural network approach, which is capable to resolve the weaknesses of the seismic data which has limited resolution. Dip angle and dip azimuth data from log FMI, are used for fracture analysis around wells which later distributed in a 3D grid model to predict the existence of fractures in the area that does not have well log data. The selected fracture drivers (maximum curvature, ant-track, variance, chaos, dip illumination, and 3D edge enhancement) are used for training process with fracture indicator to build the fracture intensity model. The fracture drivers were selected by its correlation value to the fracture indicator, where passive ant-track has the highest value at 0.316. Furthermore, the results of the model are validated with Drill Stem Test (DST) data. Based on the results of DST data and fracture intensity models show that areas with high fracture intensities have a correlation with the existence of gas fluid in the DST data."

"Reservoir terekahkan merupakan reservoir dimana fluida tersimpan dan dapat teralirkan melalui porositas dan permeabilitas sekunder dari rekahan. Salah satu kompleksitas dari reservoir minyak dan gas bumi yang memiliki rekahan adalah bagaimana kondisi geologis dapat mempenngaruhi bentuk dan persebaran dari rekahan yang ada di bawah permukaan. Tujuan dari penelitian ini adalah melakukan karakterisasi rekahan, membuat model intensitas rekahan, dan mengkaitkannya dengan keadaan geologi pada lapangan penelitian. Penelitian dilakukan dengan melakukan interpretasi data rekahan dari log FMI, interpretasi data seismik, pembuatan atribut seismik, dan pembuatan model dengan menggunakan neural network untuk mendistribusikan intensitas rekahan dengan arahan atribut seismik yang dibuat. Hasil penelitian menunjukkan rekahan bersifat resistif dan konduktif yang masing-masing berjumlah 163 dan 291 rekahan. Orientasi patahan mayor dan rekahan-rekahan pada tiga sumur menunjukkan orientasi NE-SW, NW-SE, dan N-S. Model intensitas rekahan lateral Lapangan Arwintar menunjukkan bahwa keterbentukan rekahan relatif lebih banyak terjadi pada daerah yang memiliki perubahan elevasi curam, yang mana berarti wilayah tersebut mengalami tingkat deformasi yang lebih tinggi dibandingkan pada bagian lainnya. Diperkirakan patahan dan rekahan yang ada pada lapangan dipengaruhi oleh kejadian tektonik besar berupa subduksi.

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Fractured reservoir is a reservoir with fluid storage and pathway comes from fractures as a secondary porosity and permeability. The complexity of fractured reservoirs is how geological conditions can affect the shape and distribution of the subsurface fractures. This research aims to characterize fractures, make a fracture intensity model, and correlate it to the geological conditions in the field. The research was conducted by interpreting fracture data from FMI logs, interpreting seismic data, creating seismic attributes, and making models using a neural network to distribute the fracture intensity with the direction of the seismic attributes created. The results showed there are 163 resistive fractures and 291 conductive fractures. The orientation of the major faults and the fractures showed NE-SW, NW-SE, and N-S trends. The fracture intensity model of Arwintar Field showed that fracture is more common in areas that have steep elevation changes. It means these areas experience a higher level of deformation than in other areas. It is assumed that the faults and fractures were generated because of subduction."

"Pemahaman mengenai sebaran permeabilitas reservoir sangatlah penting dalam penentuan strategi dan pengembangan lapangan panas bumi Wayang Windu. Sebaran permeabilitas ini salah satunya dapat didekati dengan menganalisis gempa mikro yang biasa terdeteksi di lapangan panas bumi yang sedang berkembang. Gelombang-S gempa mikro yang merambat melalui suatu media anisotropi akan mengalami splitting menjadi Sfast yang memiliki kecepatan lebih besar dengan polarisasi sejajar rekahan dan Sslow yang tegak lurus rekahan. Dengan menganalisis kedua gelombang tersebut maka akan didapatkan informasi permeabilitas rekahan media yang dilewatinya. Penelitian ini bertujuan untuk mendapatkan gambaran mengenai arah orientasi rekahan dan distribusi intensitas rekahan di lapangan panas bumi Wayang Windu. Arah orientasi rekahan akan sejajar dengan arah polarisasi Sfast, sedangkan intensitas rekahan proporsional dengan waktu tunda antara Sfast dan Sslow-nya. Metode rotation correlation digunakan untuk mendapatkan arah polarisasi Sfast () dan waktu tunda (dt) antara gelombang Sfast dan Sslow. Hasil dari metode ini kemudian diintegrasikan dengan data pendukung lainnya untuk mendapatkan interpretasi yang komprehensif mengenai distribusi permeabilitas di lapangan ini, sehingga dapat berkontribusi dalam proses conceptual model update dan mengurangi uncertainty pada saat well targeting. Arah dominan orientasi rekahan yang dihasilkan dari penelitian kali ini adalah WNE-ESE dan NE-SW, sedangkan daerah yang memiliki intensitas rekahan yang paling tinggi berada di bagian utara lapangan ini yang sampai saat ini merupakan daerah pemasok steam terbesar di lapangan panas bumi Wayang Windu.

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Understanding permeability distribution of the reservoir is necessary to guide strategic and future development of the Wayang Windu geothermal field. Its distribution can be derived by analyzing microearthquakes wave that used to occur in the development stage of geothermal field. A shear-wave that propagating through the anisotropic medium will split into two waves, i.e. Sfast that has faster velocity and its polarization direction parallels with predominant orientation of crack anisotropy, and Sslow which is orthogonal to Sfast. Analyzing both waves, we can acquire the information of crack permeability of the medium in which both waves passed through. This study aim is to understand dominant cracks orientation and crack density distribution at Wayang Windu geothermal field. The strike of predominant cracks will parallel to polarization direction of Sfast, whilst crack density proportional to the time delay between Sfast and Sslow. Rotation correlation method is used to extract information of polarization direction () and delay time (dt) between the fast and the slow waves. The result was analyzed and discussed together with additional supporting data to have a comprehensive interpretation of permeability distribution of the field, thus it will help during conceptual model update and well targeting process. Dominant cracks orientation derived from the study is WNE-ESE and NE-SW, while most fractured area is located in the northern part of this field, where most of the steam supplied coming from."

"Wilayah Panas Bumi “X” merupakan bagian dari Busur Banda bagian Vulkanik Dalam. Busur Banda ini merupakan hasil dari subduksi antara Lempeng Indo-Australia dengan Lempeng Eurasia sehingga menghasilkan zona vulkanik yang menguntungkan terbentuknya sistem panas bumi. Identifikasi struktur geologi penting untuk memetakan zona permeabilitas tinggi di Wilayah Panas Bumi “X”, Nusa Tenggara Timur. Identifikasi struktur geologi pada penelitian ini menggunakan metode gravitasi dan pemetaan kelurusan berdasarkan Digital Elevation Model (DEM). Data anomali Bouguer lengkap dipisahkan menjadi anomali residual dan anomali regionalnya menggunakan filter Moving Average (MVA). Berdasarkan analisis spektrum, kedalaman rata-rata dari zona anomali gravitasi regional adalah 49,44 km, sedangkan kedalaman zona anomali gravitasi residual rata-rata adalah 3,612 km. Berdasarkan pemetaan kelurusan berdasarkan DEM, teridentifikasi kelurusan struktur geologi yang sebagian besar menunjukkan orientasi timur laut-barat daya. Hal ini cocok dengan sesar yang teridentifikasi dari data anomali residual berdasarkan analisis derivatif yang sebagian besar menunjukkan orientasi yang hampir sama. Orientasi ini juga cocok dengan sesar yang dilaporkan pada peta geologi yang menunjukkan orientasi yang mirip. Selain itu, pemetaan kelurusan berdasarkan DEM mampu menunjukkan keterkaitan antara keberadaan mata air panas dengan zona yang memiliki nilai Fault and Fracture Density (FFD) tinggi serta keterkaitan antara zona FFD sedang hingga tinggi dengan keberadaan sesar yang dilaporkan oleh peta geologi. Penelitian ini juga menghasilkan informasi mengenai zona permeabilitas tinggi yang berpotensi untuk diteliti lebih lanjut.

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The "X" Geothermal Area is part of the Inner Banda Volcanic Arc. This Banda Arc is the result of subduction between the Indo-Australian Plate and the Eurasian Plate, creating a favorable volcanic zone for the formation of geothermal systems. The identification of geological structures is crucial for mapping high-permeability zones in the "X" Geothermal Area, East Nusa Tenggara. In this study, the identification of geological structures was conducted using gravity methods and lineament mapping based on Digital Elevation Model (DEM). The complete Bouguer anomaly data was separated into residual and regional anomalies using a Moving Average (MVA) filter. Based on spectrum analysis, the average depth of the regional gravity anomaly zone was found to be 49.44 km, while the average depth of the residual gravity anomaly zone was 3.612 km. Based on lineament mapping from DEM, geological structures were identified predominantly showing a northeast-southwest orientation. This is consistent with the identified faults from the residual anomaly data through derivative analysis, which also exhibited a similar orientation. This orientation is also in agreement with reported faults on the geological map showing a similar orientation. Furthermore, lineament mapping from DEM was able to indicate the correlation between the presence of hot springs and zones characterized by high Fault and Fracture Density (FFD) values, as well as the correlation between moderate to high FFD zones and the reported faults on the geological map. This research also provides information regarding high-permeability zones that have the potential for further investigation."