29 research outputs found

    The Dangerous Condition of Ground during High Overburden Tunneling (A Case Study in Iran)

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    Knowledge of the ground condition and its hazards can play an important role in the selection of support and suitable excavation method in underground structures. Water transport tunnel is one of the most important structures with regard to the goal of excavation, special conditions and limitations considered in the design and execution of them. Beheshtabad Water Conveyance Tunnel with 64930 meters length, 6 meters final diameter is the largest water Conveyance tunnel in Iran. Because of high over burden and weak rock in the most of tunnel path, the probable hazardous of the ground condition such as squeezing and rock burst must be studied. Squeezing stands for large timedependent convergence during tunnel excavation. This phenomenon occurs in weak rocks and deep conditions. Besides, the height of overburden in some of the zone tunnel is about 1200 meters. The occurrence of this phenomenon is always together with the instantaneous release of strain energy stored in the rock materials, causing the harm to the personal equipment and the collapse of underground structures. The existence of high thickness overburden in some the zones of this project indicates the high potential of rock burst hazard. In this research, the length of the tunnel has been partitioned into sections using the interpreted geological, geophysical studies and borehole data. After evaluating rock burst and squeezing potential with alternative analytical and experimental methods for each section, the results of dierent methods were compared with each other. Results predict low to moderate squeezing potential and moderate to high rock burst potential for some panels of the tunnel

    NAČIN PROCJENE I KLASIFIKACIJE KAMENOLOMA OBLIKOVANOGA KAMENA S NAGLASKOM NA SIGURNOSNE PARAMETRE

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    Building, dimensional and decorative stones from mining and industry are among the significant resources of Iran. Following China and Italy, Iran is in third place of world production, but only has a minor contribution in international trade. One main reason of this problem is negligence regarding the introduction of dependable mines to foreign customers. On the other hand, the frequency of fatal and non-fatal accidents in these mines implies the necessity of more attention to safety parameters. The first stage to attain this aim is identifying the major factors on safety of these mines and ranking the major mines considering these indices. In this paper, a comprehensive model for ranking of mines in the sense of all imposing attributes with an emphasis on safety parameters is presented. In order to validate the model, 19 active mines of the Pyrtak Company in Lorestan province have been used. In this paper, after determining all the parameters of safety in decorative stone mines and weighting these attributes, using AHP-TOPSIS and fuzzy environment, mines have been ranked. After a systematic evaluation of the decorative stone mines, the most appropriate mine is selected.Građevinski, oblikovani i ukrasni kamen te kamenolomi iz kojih se pridobivaju pripadaju važnoj gospodarskoj grani u Iranu. Danas je ta zemlja, nakon Kine i Italije, na trećemu mjestu po pridobivanju takvih sirovina u svijetu. Međutim, u svjetskoj trgovini takvim kamenjem sudjeluje sa znatno manjim udjelom. Jedan je od razloga nedostatak predstavljanja aktivnosti vezanih uz tu gospodarsku granu inozemnim kupcima. Nadalje, broj nesreća, s ozbiljnim i manjim posljedicama, pokazao je kako se njihovu sprječavanju mora posvetiti više pozornosti. Prvi korak u tome je prepoznavanje svih onih faktora koji na to mogu utjecati te rangiranje najvećih kamenoloma po sigurnosnim kriterijima. Stoga je ovdje prikazan opsežan model za rangiranje kamenoloma, u kojemu su izdvojene sve nužne varijable važne za sigurnost rada. U cilju provjere modela analizirano je 19 kamenoloma koje vodi tvrtka Pyrtak u provinciji Lorestan. Nakon određivanja uvjeta u kamenolomima ukrasnoga kamena i određivanja njihova utjecaja primijenjena je metoda AHP-TOPSIS koja se temelji na neizravnoj logici. Kamenolomi su rangirani prema rezultatima te je izdvojen onaj s najprimjerenijim načinom rudarenja

    UTJECAJ GEOLOŠKIH SVOJSTAVA ARHITEKTONSKO-GRAĐEVNOGA KAMENA NA PREDVIĐANJE SPECIFIČNE ENERGIJE TIJEKOM REZANJA DIJAMANTNOM ŽICOM

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    Given the increasing demand for dimension stones, mining operations in quarries have always been an important branch of mining engineering. Among different techniques, diamond wire cutting is one of the most common methods of dimension stone mining. A reliable assessment and accurate prediction of diamond wire cutting performance are essential for feasibility analysis and operational planning in this area. This performance depends on factors such as physical, mechanical, and textural properties of the rock and the characteristics of cutting operations which can be evaluated by criteria such as specific energy, production rate, efficiency, and diamond bead wear rate. This study aims to develop a method for predicting the specific energy of diamond wire cutting in dimension stones based on rock properties. For this purpose, the specific energy of diamond wire cutting in 11 different igneous rock samples was measured. Given the high strength and abrasivity of igneous rocks, cutting operations in these rocks generally requires a great amount of energy. In a series of tests performed on the samples, rock properties such as uniaxial compressive strength (UCS), Brazilian tensile strength (BTS), Young’s modulus, density, textural properties, abrasivity and operating factors such as pullback amperage were measured. The measured parameters were divided into four groups of physical, mechanical, textural, and operating parameters. After determining the specific cutting energy of each sample, the relationship of the energy with each individual property was investigated. This investigation showed that density, abrasivity, and p-wave velocity respectively had the highest correlation with specific energy. Using the correlation results, four input parameters (one from each of the four considered parameter groups) were selected for inclusion in the prediction model. These parameters were density, abrasivity, wave velocity, and amperage. Multivariate linear regression was then used to analyse the effect of rock properties and operating parameters on specific energy. The developed regression model showed that once the rock properties are known, the specific energy can be predicted with an accuracy of 85.8%. The proposed model can be used to estimate the specific energy of diamond wire cutting operations in dimension stone quarries in advance, and predict the amount of energy consumption, the required energy source, and the optimal cutting machine accordingly.Povećana potreba za arhitektonsko-građevnim kamenom stavlja naglasak na različite rudarske zahvate u kamenolomima. Od nekoliko tehnika rezanje dijamantnom žicom jedan je od najčešćih načina vađenja arhitektonsko-građevnoga kamena. Pouzdana i točna procjena svojstava takva rezanja nužna je za analizu isplativosti i osjetljivosti. Svojstva rezača ovise o nizu čimbenika poput fizičkih, mehaničkih i teksturnih svojstava stijena te samoga rezanja, a mogu biti procijenjena iz varijabli poput specifične energije, iznosa proizvodnje, efikasnosti i habanja. U studiji je razvijena metoda za predviđanje specifične energije rezanja dijamantnom žicom uzoraka 11 različitih magmatskih stijena. Zbog njihove velike čvrstoće i abrazivnosti rezanje takvih uzoraka zahtijeva znatnu energiju. Testirano je niz svojstava kao što su jednoosna tlačna čvrstoća, vlačna čvrstoća određena brazilskim testom, Youngov modul, svojstva tekstura, abrazivnost i faktori poput potrebne struje. Nakon određivanja specifične energije rezanja svakoga uzorka analiziran je odnos energije i svakoga nabrojanog svojstva. Rezultati su pokazali kako su gustoća, abrazivnost te brzina p-valova u najvećoj korelaciji sa specifičnom energijom. Odabrane su, temeljem korelacije, četiri ulazne varijable koje su uključene u model predviđanja (gustoća, abrazivnost, brzina širenja valova, jakost struje). Utjecaji svojstava stijena i radnih parametara na specifičnu energiju analizirani su višestrukom linearnom regresijom. Regresijski model pokazao je kako se na temelju svojstava stijena iznos specifične energije može predvidjeti točnošću od 85,8 %. Takav model može se koristiti kod predviđanja specifične energije potrebne za rezanje arhitektonsko-građevnoga kamena u kamenolomima, tj. predviđanje utroška i izvora energije te optimiziranje rezaćega stroja

    INVESTIGATING THE APPLICABILITY OF THE IMPERIALIST COMPETITIVE ALGORITHM IN THE PROBLEM OF ALLOCATING TRUCKS TO AN OPEN PIT MINE

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    Troškovi transporta na površinskim kopovima vrlo su veliki. Stoga se koriste različite optimizacijske metode. Njihova primjena mnogo je lakša ako su takva vozila uniformna, međutim u suprotnim slučajevima preporučena je uporaba metaheurističkih pristupa. Ovdje je obrađen problem dodjele određenoga broja kamiona svakoj utovarnoj jedinici u rudniku željezne rude. Taj broj određen je uporabom imperijalnoga natjecateljskog algoritma, a u cilju povećanja proizvodnje u heterogenome okolišu. Zatim je iskorištena funkcija razdiobe kako bi se izračunao iznos proizvodnje tijekom vremenskih razdoblja za odabrani broj transportnih jedinica. Time je simulirano povećanje proizvodnje željezne rude za 4,4 % te jalovoga ostatka za 4,1 %. Optimizacijski proces također je omogućio bolju opću kontrolu proizvodnje željeza glede sadržaja fosfornih intruzija.Due to high transportation costs in open pit mines, various optimization methods have been developed in this field. Using these methods is much simpler in homogeneous fleets than heterogeneous fleets and it is better to use metaheuristic methods in heterogeneous systems. The number of trucks allocated to each loading device in an iron ore mine was determined in this study using the imperialist competitive algorithm, and with the aim of increasing production in a heterogeneous environment. Then, to determine the amount of production according to the distribution functions which relate to the time cycles, the transportation fleet was simulated and the problem was solved. Iron ore production in the simulated model was increased by 4.4% and the waste rock by 4.1%. In this optimization process, there was also better control over the production amount of iron containing the intrusive element, phosphor

    INVESTIGATING AN INNOVATIVE MODEL FOR DIMENSIONAL SEDIMENTARY ROCKS CHARACTERIZATION USING ACOUSTIC FREQUENCIES ANALYSIS DURING DRILLING

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    Određivanje geomehaničkih svojstava stijena ima važnu ulogu u njihovim opisima i karakterizacijama u svim geoznanostima. Samo bušenje takvih stijena gotovo je obvezatna operacija koja se izvodi tijekom njihova ispitivanja i pridobivanja. Pri tome nastaju zvučni (akustični) valovi, kao rezultat uporabe različite opreme za bušenje. Upravo uporaba tih valova može pomoći kod određivanja geomehaničkih svojstava (pro)bušenih stijena. Takav postupak relativno je jeftin, a pruža zadovoljavajuću razlučivost ispitivanja. U radu je prikazan prilino nov pristup povezanoga računa geomehaničkih svojstva taložnih stijena i prevladavajućih zvučnih frekvencija, primjenom brze Fourierove transformacije. Također je razvijena izvorna, eksperimentalna rotacijska oprema za bušenje. Njome je obrađeno deset uzoraka prikupljenih u različitim taložnim bazenima Irana s različitim geomehaničkim svojstvima. Dobiveni su rezultati svojstava samih uzoraka, ali i prostora u kojima su prikupljeni. Zaključeno je kako postoje pouzdane matematičke veze između svojstava različitih taložnih stijena, opisanih varijablama jednoosne tlačne čvrstoće, vlačne čvrstoće, šupljikavosti i tvrdoće, te snimljenih zvučnih (akustičnih) frekvencija.Determining geomechanical characteristics of rocks plays a significant role in all consequent designing stages of geosciences. On the other hand, drilling is one of the considerable operations in primer phases of extracting rocks. Drilling process produces acoustic signals as by-product during drilling. Then, one possible way for predicting geomechanical properties of rocks, is employing acoustic signal frequencies which are produced during drilling operation. This process helps to geoengineers for determining rock characteristics in short time and by low-cost and satisfying precision. This research tries to develop a novel computational relations between geomechanical characteristics of sedimentary rocks and produced dominant acoustic frequencies by implementing Fast Fourier Transform (FFT). For this purpose, a novel rotary drilling machine is developed by researchers. In order to introducing reliable model, 10 diverse sedimentary rock samples from various sedimentary basins of Iran are gathered in wide range of geomechanical features, and all tests are carried out on them. The results of this research could be used for sedimentary basins\u27 characterization. Results show there are reliable mathematical relations between various characteristics of sedimentary rocks (UCS, TS, porosity and hardness) and diverse dominant frequencies

    APPLICATION OF ACOUSTIC EMISSION (AE) IN MINING AND EARTH SCIENCES: A REVIEW

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    Jedan od najčešće primjenjivanih alata u rudarstvu i znanostima o Zemlji jesu visokofrekvencijski, elastični, zvučni valovi. Oni mogu biti koristan alat za predviđanje i mjerenje, praćenje i prepoznavanje okoliša te su specifični, mjerljivi, dostupni, pouzdani i utemeljeni na vremenu (skr. SMDPV, engl. SMART). Emitiranje zvuka može biti dijelom inženjerskih operacija poput otkapanja, procjene volumena ili istraživanja. Stoga su oni primijenjeni u opažanju, praćenju i mjerenju inženjerskih pojava. Razvojem obradbe zvučnih signala te rastućom potrebom za točnim, brzim i ekonomski povoljnim predviđanjem, praćenjem i mjerenjem, te metode postaju zamjena postojećim metodama druge vrste u različitim vrstama projekata. Ovdje su prikazane uporabe zvučnih valova u različitim znanostima o Zemlji, poput rudarstva, bušenja, geologije, naftnoga inženjerstva i sličnim granama. Primjena zvučnih valova podijeljena je u tri skupine: predviđanje i procjena, praćenje i procjena svojstava te opažanje. Njihovo korištenje u usporedbi s laboratorijskim i bušaćim tehnikama vrlo je brzo i točno, a uz odgovarajuću tehničku opremu signali se mogu primijeniti i obraditi na mjestima udaljenim od onih gdje se mjerenje izvodi. Na kraju je opisana primjena zvučnih metoda u procjeni različitih projekata kao alata za donošenja odluka.One of the most important products of the majority of tools, processes and, phenomena in mining engineering and earth sciences are high-frequency elastic waves, often referred to as acoustic waves. These acoustic waves can be a useful tool for prediction and measurement, monitoring and diagnosis. Due to the importance of engineering activities that should be specific, measurable, available, reliable and time-based (SMART), Acoustic Emission (AE) techniques can be integrated into engineering operations such as excavation to give exact estimations or simplify some aspects of investigations. Hence, these techniques are expected to play an increasing role in the detection, monitoring, and measurement in engineering applications. With the development of acoustic signal processing methods in earth sciences and the growing need for accurate, fast, and cost-effective prediction, monitoring and measurement methods, AE tools and techniques are expected to turn into powerful alternatives to current methods. The purpose of this paper is to review the application of the acoustic methods as a tool in various projects. For this purpose, the application of AE methods has been reviewed in different fields related to earth sciences including mining engineering, drilling engineering, geology, petroleum engineering, and other related fields. According to the purpose of using these methods, the application of AE is divided into three groups: prediction and estimation, monitoring and performance assessment, and detection. The use of AE methods, among other laboratory or in-situ methods, is very fast and accurate, and by only installing specific sensors with data logging equipment, it has been able to process and analyse data online and remotely. Finally, the possibility of using AE techniques in design and calculating in various projects and as a tool for decision making was evaluated

    ISTRAŽIVANJE SVEOBUHVATNOGA MODELA ZA PROCJENU OBRADBENOGA I OKOLIŠNOGA RIZIKA KOD VAĐENJA ARHITEKTONSKO-GRAĐEVNOGA KAMENA

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    One of the most hazardous fields of engineering is mining operations and accordingly, it requires extra consideration on risk evaluation. Decorative stone quarrying is one of the main branches of the mining industry in Iran. Currently, Iran, China and Italy are known as the three main producers of decorative stones in the world. Subsequently, risk assessment is one of the main steps of quarrying organization. One of the main steps of risk assessment is Risk Breakdown Structure (RBS). In order to achieve this goal, a comprehensive structure of dimensional stone quarrying is modelled in this research and divided into 17 main levels. One of the most useful procedures of risk ranking is Multi attribute decision-making methods which state that they have numerous affecting parameters. In the next step of this study, the main hazards of main decorative stone quarrying are assessed by implementing the ‘Preference Ranking Organization Method for Enrichment Evaluation’ (PROMETHEE) technique. As a final point, Economical, Management, and Schedule risks are determined as the most intimidating hazards in this field.Jedna od najopasnijih inženjerskih aktivnosti jesu rudarske operacije koje stoga zahtijevaju dodatne procjene rizika. Vađenje ukrasnoga kamena jedna je od glavnih rudarskih grana u Iranu. Trenutačno su Iran, Kina i Italija tri glavna proizvođača takva kamena u svijetu. Procjena rizika među temeljnim je aktivnostima kamenoloma. Jedan od glavnih postupaka toga procesa jest procjena rizika loma strukture (RLS). S tim ciljem modelirane su makrostrukure arhitektonsko-građevnoga kamena te su podijeljene u 17 razina. Jedan od najboljih postupaka za rangiranje rizika jest višeatributna metoda donošenja odluka koja povezuje brojne zavisne parametre. Nadalje, ocijenjeni su glavni rizici u najvećim kamenolomima uporabom metode preferirajućega rangiranja za poboljšanu procjenu (MPRPP). Na kraju su izračunani ekonomski rizik te rizici upravljanja i planiranja, koji ujedno imaju najveći utjecaj na opisane aktivnosti

    ISTRAŽIVANJE ZVUČNOGA ZAPISA U RAZLIČITIM VRSTAMA STIJENA NA TEMELJU VRIJEDNOSTI RMS ZVUČNOGA SIGNALA

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    Recent years have seen a vast increase in the use of acoustic waves in real-time and non-destructive detection and monitoring applications in various industries such as mining. Acoustic signal processing methods can provide accurate and reliable estimates of the condition of a process or material in a highly cost-effective way without interrupting the ongoing operations. This paper investigated whether the class of a rock and its strength properties can be estimated based solely on acoustic signals captured during drilling operations. For this purpose, uniaxial compressive strength (UCS), Brazilian tensile strength (BTS), the Schmidt rebound number (SRN), and longitudinal wave velocity (Pw) of a series of samples of sedimentary, metamorphic and igneous rocks were measured in a rock mechanics laboratory. The samples were then subjected to a drilling test and the acoustic signal propagating in the drilling medium was recorded by an acoustic sensor. After obtaining the time spectrum of the captured signals, their RMS values were calculated and compared with the mechanical properties of the corresponding rock samples. For the rocks tested in this study, the obtained RMS values were in the range of 800 to 1,600, and generally increased with an increase in strength and hardness. The RMS values obtained for each class of rocks had their own specific range. For sedimentary rocks, this range was 800 to 1000, for metamorphic rocks, it was 1000 to 1200, and for igneous rocks, it was 1400 to 1600. Given the differences in the range of RMS values obtained from the acoustic signals of drilling, these values can be used in the estimation of rock class and strength properties. These results show that there is significant potential for the future use of this approach in the industry for field identification and classification of rocks, especially in deep drilling operations or when there is little information about the characteristics of the rock being drilled.Proteklih godina ostvaren je velik napredak u uporabi zvučnih valova kao trenutačne i neinvazivne metode opažanja i praćenja različitih operacija u rudarstvu i drugim industrijskim granama. Obradba zvučnih signala može omogućiti točnu i pouzdanu procjenu uvjeta procesa ili materijala na ekonomski vrlo isplativ način te bez prekidanja tekućih radova. Ovdje je prikazano ispitivanje sa svrhom mogućnosti procjene vrste i čvrstoće stijene isključivo uporabom zvučnih valova, a tijekom bušenja. Izmjereno je na nizu uzoraka taložnih, metamorfnih i magmatskih stijena vrijednosti jednoosne tlačne čvrstoće, brazilskoga testa vlačne čvrstoće, Schmidtova odskoka i brzine longitudinalnih valova. Zatim su uzorci podvrgnuti testu bušenja i širenja zvučnih valova u bušenome uzorku koji su i snimani. Dobivena je vremenska raspodjela takvih signala, a izračunane su njihove RMS vrijednosti i uspoređene su s mehaničkim svojstvima odgovarajućih stijenskih uzoraka. Kod stijena obrađenih ovim istraživanjem vrijednost RMS-a kretala se između 800 i 1600, a općenito je rasla s povećanjem čvrstoće i tvrdoće. Vrijednosti RMS-a prikupljene su za svaku klasu stijena u specifičnome intervalu. Kod taložnih on je iznosio 800 – 1000, metamorfnih 1000 – 1200 i magmatskih 1400 – 1600. Razlike u vrijednostima RMS-a dobivene iz zvučnih signala generiranih bušenjem mogu se koristiti za procjenu vrste i čvrstoće stijena. Rezultati pokazuju kako takav pristup ima znatan potencijal za buduću uporabu kod terenskoga prepoznavanja i razvrstavanja stijena, posebno kod dubokih bušenja, a pogotovo u slučajevima kada je takvim bušenjima prikupljeno malo podataka

    LABORATORIJSKI TEST ČVRSTOĆE MLAZNOGA BETONA DOBIVENOGA MOKRIM POSTUPKOM UPORABOM NANOMATERIJALA

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    Adding nanomaterials to concrete extends the size range of constituent particles well into nano-scale dimensions, which could help the compacting of particles in cement-based materials. Regarding the differences between shotcrete and cast concrete, in this study, the properties of shotcrete with nano and micro-silica and nano-clay were experimentally studied. The micro and nanomaterials have been added at different percentages (6%, 9%, and 12%) to a shotcrete paste. The comparison was based on the uniaxial compressive strength, flexural strength, tensile strength, and porosity tests of different specimens. The results indicated that the maximum increase in compressive, flexural, and tensile strengths of shotcrete was related to 12% nano-SiO2, while for 12% nano-clay, all of these strengths were decreased at 28 days. The optimum percentage for shotcrete substitution by nano-clay was established to be 6%. Also, the application of the nanomaterials led to a decrease in the water absorption and porosity of shotcrete. Eventually, the results revealed that the improvement of mechanical properties by the introduction of the nanomaterials in shotcrete could be satisfactory.Dodavanje nanomaterijala betonu proširuje veličinu čestica od kojih se on sastoji prema nanodimenzijama. To može pomoći zbijanju takvih materijala. Usporedbom razlika između mlaznoga i lijevanoga betona, načinjenom u ovoj studiji, eksperimentalno su istražena svojstva mlaznoga betona kojemu su dodane nano i mikro silikatne te glinovite čestice. Mikromaterijali i nanomaterijali dodani su u različitim postotcima (6, 9 i 12 %) u masu betona. Usporedba je načinjena promatranjem jednoosne kompresijske čvrstoće, čvrstoće na svijanje i smicanje te opažanjem šupljikavosti različitih uzoraka. Rezultati su pokazali kako je najveće povećanje navedenih čvrstoća mlaznoga betona postignuto dodavanjem 12-postotnoga nanosilikata, a najveći pad s 12-postotnom nanoglinom, nakon 28 dana. Primjena nanomaterijala dovela je i do smanjenja apsorpcije vode i šupljikavosti. Poboljšanje svojstava mlaznoga betona dodavanjem nanomaterijala ocijenjeno je zadovoljavajućim

    THE DEVELOPMENT OF A NOVEL MODEL FOR MINING METHOD SELECTION IN A FUZZY ENVIRONMENT; CASE STUDY: TAZAREH COAL MINE, SEMNAN PROVINCE, IRAN

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    Odabir rudarske metode za bilo koju mineralnu sirovinu najvažniji je korak kod započinjanja i održavanja uspješnoga rudarenja. S obzirom na velike troškove i utjecaj na okoliš odabranu rudarsku metodu pridobivanja obično je nemoguće promijeniti kada pridobivanje započne. Odabir metode uglavnom se temelji na geološkim i geometrijskim svojstvima sirovine, utjecaju na okoliš, mogućim opasnostima te općenito uporabi tla na kojemu se rudari. U radu je prikazan razvoj nove metode kojom se postiže stabilan iznos proizvodnje, ali i smanjuju problemi u okolišu. Njezina uporaba objašnjena je na primjeru rudnika ugljena Tazareh. Istaknuti su nedostatci prethodnih rudarskih metoda te kako su oni riješeni novim pristupom nazvanim TOPSIS. Rije« je o postupku odlučivanja s više varijabli, oblikovanome neizrazitom logikom. Danas je upravo ta metoda u primjeni u navedenome rudniku.Mining method selection (MMS) for mineral resources is one of the most significant steps in mining production management. Due to high costs involved and environmental problems, it is usually not possible to change the coal mining method after planning and starting the operation. In most cases, MMS can be considered as an irreversible process. Selecting a method for mining mainly depends on geological, geometrical properties of the resource, environmental impacts of exploration, impacts of hazardous activities and land use management. This paper seeks to develop a novel model for mining method selection in order to achieve a stable production rate and to reduce environmental problems. This novel model is illustrated by implementing for Tazareh coal mine. Given the disadvantages of the previous models for selecting coal mining method, the purpose of this research is modifying the previous models and offering a comprehensive model. In this respect, TOPSIS method is used as a powerful multi attribute decision-making procedure in Fuzzy environment. After implementation of the presented model in Tazareh coal mine, long wall mining method has been selected as the most appropriate mining method
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