Intelligent Evaluation of Coalbed Methane Target Selection Under Complex Geological Conditions
暫譯: 複雜地質條件下煤層氣目標選擇的智能評估
Liu, Gaofeng, Zhang, Zhen, Liu, Huan
商品描述
This book starts from the perspective of "geological engineering integration" in coalbed methane development and conducts a detailed analysis and evaluation of the geological conditions (including regional geology and resource geology) and mining conditions (including reservoir recoverability and modifiability) that affect coalbed methane development. It establishes the optimal evaluation parameters for coalbed methane target areas and constructs a parameter system for optimal evaluation of coalbed methane target areas. On this basis, a fuzzy pattern recognition model for optimizing coalbed methane target areas was established, and the application of fuzzy recognition for optimizing coalbed methane target areas was carried out. The current research on coalbed methane selection evaluation is based on Analytic Hierarchy Process (AHP) and fuzzy mathematics theory. Although the above methods have achieved good application results, it is difficult to avoid the influence of subjective factors when using methods such as expert scoring or the Analytic Hierarchy Process (AHP) pairwise comparison to determine the weights of different evaluation parameters. Due to differences in subjective consciousness and knowledge reserves, different researchers have different understandings of the importance of the same evaluation index, resulting in differences in the assigned weights. Different evaluation results may be obtained in the same coalbed methane block. Therefore, scientifically reasonable empowerment is a huge challenge for both researchers and ordinary users. The fuzzy pattern recognition model for optimizing coalbed methane target areas proposed in this study does not involve parameter weighting, which corrects the uncertainty of evaluation results caused by parameter weighting in the Analytic Hierarchy Process and Multi-level Fuzzy Comprehensive Evaluation methods; At the same time, there is no need to construct pairwise comparison judgment matrices, making the calculation process simpler and improving the accuracy of the evaluation results.
商品描述(中文翻譯)
本書從「地質工程整合」的角度出發，針對煤層氣開發進行詳細的地質條件（包括區域地質和資源地質）及開採條件（包括儲層可回收性和可修改性）的分析與評估。它建立了煤層氣目標區域的最佳評估參數，並構建了一個煤層氣目標區域最佳評估的參數系統。在此基礎上，建立了一個優化煤層氣目標區域的模糊模式識別模型，並進行了模糊識別在優化煤層氣目標區域中的應用。目前對煤層氣選擇評估的研究主要基於層級分析法（Analytic Hierarchy Process, AHP）和模糊數學理論。儘管上述方法已取得良好的應用效果，但在使用專家評分或層級分析法（AHP）成對比較等方法來確定不同評估參數的權重時，難以避免主觀因素的影響。由於主觀意識和知識儲備的差異，不同研究者對同一評估指標的重要性理解不同，導致分配的權重存在差異。在同一煤層氣區塊中可能會得到不同的評估結果。因此，科學合理的賦權對於研究者和普通用戶來說都是一個巨大的挑戰。本研究提出的優化煤層氣目標區域的模糊模式識別模型不涉及參數加權，修正了層級分析法和多層次模糊綜合評價方法中因參數加權所造成的評估結果不確定性；同時，無需構建成對比較判斷矩陣，使計算過程更簡單，並提高了評估結果的準確性。
作者簡介
Gaofeng Liu is a professor at the School of Resources and Environment, Henan Polytechnic University, Jiaozuo, China. He has taught various subjects such as Gas geology, Mine geology, engaged in research on coalbed methane exploration and development, published more than 60 papers in the coal microstructure characterisation, coalbed methane adsorption, desorption, diffusion, and seepage research, presided over 2 projects funded by the National Natural Science Foundation of China, and received 4 provincial and ministerial-level awards.
Zhen Zhang is a lecturer at the School of Safety and Emergency Management Engineering, Taiyuan University of Science and Technology, Taiyuan, China. He is engaged in research on coalbed methane exploration and development, has published more than 20 papers on coal microstructure characterisation, coalbed methane adsorption, desorption, diffusion, and seepage research, and has received a second prize for green mining technology progress.
Huan Liu is currently a PhD candidate at the School of Resources and Environment, Henan Polytechnic University. He is engaged in research on coalbed methane geology and development, and has achieved original results in testing and characterising coal microstructure and in coalbed methane migration research. He has published more than 10 papers and received a second prize for green mining technology progress.
Dr Ping Chang is currently a Senior Lecturer in Mining Engineering at the Western Australian School of Mines, Curtin University, Australia. He has published over 80 peer-reviewed journal articles, with research focusing on mining-induced particulate control, coal dust characterisation, and the application of computational fluid dynamics to mining safety. He serves on the editorial board of the International Journal of Coal Science and Technology. His expertise also encompasses mine ventilation and the integration of intelligent systems in coalbed methane (CBM) development. Dr Chang is an active member of the Australasian Institute of Mining and Metallurgy (AusIMM), the Mine Ventilation Society Australia (MVSA), and the Society of Mining Professors (SOMP).
Dr George Barakos is currently a Senior Lecturer in mining engineering at the Western Australian School of Mines of Curtin University. Prior to this role, he had been a research associate at Technical University Bergakademie Freiberg in Germany. He has published numerous high-quality journal applications in the mineral resources discipline. Dr Barakos also has significant experience not only in the academia but also in the mining industry, having worked as a consulting engineer in mining operations worldwide for several years
作者簡介(中文翻譯)
高峰劉是中國河南理工大學資源與環境學院的教授。他教授多個科目，如氣體地質學和礦山地質學，並從事煤層氣勘探與開發的研究，發表了60多篇有關煤的微觀結構特徵、煤層氣吸附、脫附、擴散和滲流研究的論文，主持了2個由中國國家自然科學基金資助的項目，並獲得4項省部級獎項。
振張是中國太原科技大學安全與應急管理工程學院的講師。他從事煤層氣勘探與開發的研究，發表了20多篇有關煤的微觀結構特徵、煤層氣吸附、脫附、擴散和滲流研究的論文，並獲得綠色礦業技術進步的二等獎。
環劉目前是河南理工大學資源與環境學院的博士候選人。他從事煤層氣地質學和開發的研究，在煤的微觀結構測試和特徵化以及煤層氣遷移研究方面取得了原創性成果。他發表了10多篇論文，並獲得綠色礦業技術進步的二等獎。
平常博士目前是澳大利亞科廷大學西澳大利亞礦業學院的高級講師。他發表了80多篇經過同行評審的期刊文章，研究重點包括礦業引起的顆粒物控制、煤塵特徵化以及計算流體力學在礦業安全中的應用。他是《國際煤科學與技術期刊》的編輯委員會成員。他的專業知識還包括礦山通風和智能系統在煤層氣（CBM）開發中的整合。常博士是澳大利亞礦業與冶金學會（AusIMM）、澳大利亞礦山通風學會（MVSA）和礦業教授學會（SOMP）的活躍成員。
喬治·巴拉科斯博士目前是科廷大學西澳大利亞礦業學院的高級講師。在此之前，他曾在德國弗賴貝格技術大學擔任研究助理。他在礦產資源領域發表了多篇高質量的期刊應用論文。巴拉科斯博士在學術界和礦業行業都有豐富的經驗，曾在全球多個礦業運營中擔任顧問工程師多年。
