IMPLEMENTATIONS OF MANAGED PRESSURE DRILLING TO OPTIMIZING THE RATE OF PENETRATION OF DRILLING IN CARBONATE FORMATIONS : PREDICTION USING LIGHT GBM ALGORITHM MACHINE LEARNING MODEL

IMPLEMENTATIONS OF MANAGED PRESSURE DRILLING TO OPTIMIZING THE RATE OF PENETRATION OF DRILLING IN CARBONATE FORMATIONS : PREDICTION USING LIGHT GBM ALGORITHM MACHINE LEARNING MODEL

Managed Pressure Drilling (MPD) adalah proses pengeboran adaptif yang digunakan untuk secara tepat mengontrol profil tekanan annular di seluruh lubang sumur. Managed pressure drilling biasa dugunakan pada pemboran dengan jendela tekanan yang sempit. Managed pressure drilling menggunakan kepadatan ke...

Full description

Saved in:

Bibliographic Details
Main Author:	Fajar, Muhammad
Format:	Final Project
Language:	Indonesia
Subjects:	Pertambangan dan operasi berkaitan
Online Access:	https://digilib.itb.ac.id/gdl/view/69133
Tags:	Add Tag No Tags, Be the first to tag this record!
Institution:	Institut Teknologi Bandung
Language:	Indonesia

Similar Items

RATE OF PENETRATION PREDICTION IN OIL FIELD DRILLING USING MACHINE LEARNING
by: Ere, Melani

STUDI PENGGUNAAN FOAM SEBAGAI SACRIFICIAL FLUID PADA PEMBORAN TEKNIK MANAGED PRESSURE DRILLING JENIS PRESSURIZED MUD CAP DRILLING
by: Ihsan Gemilang, Andra

OPTIMIZING DRILL BIT PERFORMANCE BY SETTING REVOLUTIONS PER MINUTE (RPM) AND WEIGHT ON BIT (WOB) TO OBTAIN OPTIMAL RATE OF PENETRATION (ROP): CASE STUDY OF DRILL-OFF TEST DATA ON WELL X, INDONESIA
by: Satya Wicaksana, Reyhan

OPTIMASI PENENTUAN BACK PRESSURE DALAM METODE PEMBORAN MANAGED PRESSURE DRILLING JENIS CONSTANT BOTTOM HOLE PRESSURE
by: Mirza Zein, Joydi

AN INTEGRATED GEOMECHANICAL STUDY OF POST-DRILLING
by: Saktyanto S, Yoga

PENGARUH FATIGUE LIFE DAN COLLAPSE PRESSURE TERHADAP DESAIN DRILLSTRING COILED TUBING DRILLING
by: Saeful Nurjaman, Muhammad

AN INTEGRATED EVALUATION METHOD OF DRILLING DESIGN AND OPERATIONAL APPLIED FOR GEOTHERMAL WELLS
by: Pratama Purba, Niko

IDENTIFICATION AND EVALUATION OF DRILL CUTTINGS CLEANING ISSUES IN WELL-X7
by: Fernandez Tinambunan, George

REVIEW OF DIRECTIONAL DRILLING DESIGN AND OPERATION OF X-7 WELL IN INDONESIA
by: Dika Fiqriansyah Sachruddin, M

UNSCHEDULED EVENT STANDARDIZATION: RECONCILE DRILLING AND COMPLETION PROBLEM CODE TO ENHANCE DATA ANALYSIS AND DECISION CORRECTION BY MACHINE LEARNING APPROACH
by: Dillah Ababil, Irsyah

A SUCCESSFUL APPLICATION OF MANAGED PRESSURE DRILLING WITH CONSTANT BOTTOM HOLE PRESSURE TECHNOLOGY THAT APPLIED IN NARROW OPERATING WINDOWS WHICH OTHERWISE NOT DRILLABLE: A CASE STUDY IN NORTH SUMATERA EXPLORATION WELL
by: Benediktus, Jonathan

OPTIMIZING OIL RECOVERY IN FIELD X JAMBI: EVALUATING WATERFLOODING, INFILL DRILLING, AND HYDRAULIC FRACTURING METHODS
by: Adetya Hasibuan, Tiara

FRICTION FACTOR PREDICTION BASED ON TORQUE&DRAG ACTUAL DATA WELL X - 03 ON THE DIRECTIONAL DRILLING
by: Hasyim, Thaariq

DRILL-HOLE SPACING OPTIMIZATION USING GEOSTATISTICAL METHOD FOR THE BASIC GUIDELINE OF RESOURCES CLASSIFICATION OF TIN AND ITS ASSOCIATED MINERALS CONTAINING REES FOR INLAND ALUVIAL DEPOSITS IN BANGKA ISLAND
by: Kosher Sianturi, Raymond

EVALUATION OF THE EFFECT OF EXPLOSION HOLE DRILLING PATTERN ACCURACY USING GPS ON THE EXCAVATION TIME BY EXCAVATION TOOL IN PT THIESS CONTRACTORS INDONESIA SITE SANGATTA, PT KALTIM PRIMA COAL
by: Bhagaskara Dipoatmojo, Mohammad

GEOMECHANICS EVALUATION IN PORE PRESSURE ESTIMATION AND ABNORMAL PRESSURE IDENTIFICATION: CORRECTION AND MODIFICATION OF THE EATON METHOD ON FORMATION IN XX FIELD
by: Karisma Prameswari, Ghaniy

EVALUATION OF PORE PRESSURE AND FRACTURE GRADIENT CALCULATION IN GUMAI FORMATION, X FIELD
by: Angelina Corona Tolok, Maria

SECONDARY POROSITY IDENTIFICATION: VUGS IN CARBONATE ROCK FORMATIONS USING MACHINE LEARNING BASED ON CONVENTIONAL LOGS DATA
by: Jati Syahrul Alim, Lukman

INTEGRATED RESERVOIR CHARACTERIZATION USING MACHINE LEARNING ALGORITHMS
by: Dwi Avianto, Febri

MACHINE LEARNING APPLICATION FOR PREDICTING MAXIMUM ALLOWABLE WELLHEAD OPERATING PRESSURE (MAWOP) IN âSâ FIELD
by: Salomo, Stephen

INTEGRATED RESERVOIR CHARACTERIZATION FROM WELL LOG DATA USING MACHINE LEARNING ALGORITHMS
by: Benny Setyo Nugroho, Muhammad

FORECASTING GAS PRODUCTION RATE USING RECURRENT NEURAL NETWORK : A MACHINE LEARNING STUDY
by: Samosir, Edwardo

IMPLEMENTATION OF CRITICAL GAS RATE IN LIQUID LOADING WELL AND OPTIMIZATION ANALYSIS WITH ADEQUACY CHART
by: Ferdian, Andru

ANALYSIS OF HYDRATE FORMATION IN PIPELINE TRANSPORTATION USING A MACHINE LEARNING APPROACH IN THE âIARâ FIELD
by: Afif Ritonga, Ichwan

THE HEATING PENETRATION ANALYSIS DUE TO MICROWAVE INDUCTION ON THERMAL STIMULATION OF HEAVY OIL WELLS
by: Sasanti Nirmala, Gerry

POROSITY AND PERMEABILITY PREDICTION USING MACHINE LEARNING ALGORITHM WORKFLOW CASE STUDY âXâ FIELD
by: Arief Rachmadinata, Alifian

EXPLORING MACHINE LEARNING ALGORITHMS FOR PREDICTING POROSITY, PERMEABILITY, AND ROCK TYPE FROM WELL LOG DATA
by: Izzam Tursina, Afgha

MACHINE-LEARNING ALGORITHM ASSIST DATA-DRIVEN EARLY DETECTION PROBLEMS ON CONTINUOUS GAS LIFT WELLS
by: Dwi Mustaqim, Sri

SENSITIVITY ANALYSIS OF CO2 FLOODING FOR ENHANCED OIL RECOVERY BASED ON INJECTION RATE, INJECTION PRESSURE, AND INJECTED DEPTH ON DIPPING RESERVOIR
by: Auliya Nur Rasyid, Rizqy

DESIGNING CO2 IMMISCIBLE INJECTION USING HUFF âNâ PUFF METHOD FOR LIGHT-OIL RECOVERY IN A HIGH TEMPERATURE AND LOW PRESSURE RESERVOIR
by: Aulia Akbar, Fikri

A STATE-OF-THE ART METHOD TO PREDICT TUBING DESIGN DURABILITY: A PREDICTIVE APPROACH USING MACHINE LEARNING ALGORITHM
by: Hasian Sitanggang, Satrio

PREDICTIVE MODELING AND DATA-DRIVEN NPV OPTIMIZATION OF CO2-WAG INJECTION OPERATIONAL PARAMETERS USING MACHINE LEARNING ALGORITHMS
by: Muhammad Farhan, Refydo

NUMERICAL STUDY ON CCUS IMPLEMENTATION THROUGH SENSITIVITY OF CO2 INJECTION RATE AND INJECTION PERFORATION LOCATION: A CASE STUDY IN âSâ FIELD
by: Diyanadira, Putri

APLICATION OF COMBS METHODS ON X FIELD TO PREDICT AN ACCURATE PORE PRESSURE.
by: Eko Kurnianto, Bramantyo

COMPARITIVE STUDY METHODS FOR CONFINING PRESSURE ENHANCEMENT IN TRUE TRIAXIAL MULTISTAGE TESTING
by: Alief Akbar, Muhamad

DETERMINATION OF WET GAS WELL FLOWING PRESSURE USING MULTIVARIABLES REGRESSION METHOD
by: ALIF

FRACTURE PRESSURE ESTIMATION FROM IZGEC PLOT: CASE STUDY OF A MATURE WATERFLOOD
by: Aldino, Muhammad

THE EFFECT OF MICROEMULSION TYPE-II IN SURFACTANT FLOODING ON THE INJECTION PRESSURE USING HOMOGENEOUS MICROMODELS
by: Faizal Faqri, Muhammad

MATERIAL BALANCE EQUATION FOR CO2 INJECTION IN ABNORMAL PRESSURE (SUBSIDENCE) GAS RESERVOIR
by: Clief Pattipawaej, Sandro

MINI-FRAC TEST ANALYSIS OF XY-1 CBM WELL TO DETERMINE PORE PRESSURE AND PERMEABILITY
by: Lisandrio, Aaron