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Integrated Instrumentation Management System for Prediction and Alarm of Ground Subsidence

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http://dx.doi.org/10.12972/ksmer.2012.49.6.822

஺ࢱಅ෇ॷୢુ౸ࢫլ࣪ࠜ଍෉ധ෍ծ౸ւࠤਏਆഗ઩ւ෉઴֜

׌ணવ



 ׌କন



 ֫নଵ



 ֫෴ଵ



 ׌஺෮



 Գ਑଀



 ୋාজ



 ׌೾෭



 ֫෮෹



Integrated Instrumentation Management System for Prediction and Alarm of Ground Subsidence

Jungyul Kim, Yoosung Kim, Sungil Kwon, Hyoungil Kwon,

Jeehyun Kim, Shinwon Kang, Hangseok Jang, Taeheok Kim and Hyunho Kwon

Abstract : There are many cases of ground subsidence in abandoned mine area which is usaully hard to predict. It can cause hugh damage in properties and threaten human lives. Therefore, precautionary monitoring and prediction system for ground subsidence is of great necessity. Current measurement for ground subsidence is now imposed at the flimsy ground of exhausted mine and deployed. But analyzed data from manual measurement are only effective at corresponded measurement area. So it is hard to measure the data for real-time. Also, there is no situation spread system which gathered the measurement information from many areas at now. In this study, based on the pilot study and measurement example, we identified the problems of current measurement management system and constructed the automatic measurement management system. Using the system, we could perform the situation spread and provide the quantitative data by information system.

Key words : Ground subsidence, Integrated measurement management, Real-time monitoring

څ أ दġق˰δݓъࠞॠəʂóۆąڍٚࠑॠşرͲڍ϶, ġԓݓًݓъࠞॠԐͻəĶǴٽقԴ৖০

޼؉҇սەɰ. ۋͿۍॢक़३əۍԐԐČфۦԓقࢀ՜֬ںߣ͒॥ق˰͆Ԑۻقݓъࠞॠεٚࠑॠşڦ

ॢćࠑ֨֟ࢰۆʪۓۋۼ֬০څĵʼČەə֬܁ۋɰ. ইۦݓъࠞॠćࠑ֨֟ࢰڹࠞॠڍͲÀȭڹदġԓ

ݓًقʪۓʼرćࠑěνÀۋΘرݓČەɰ. şܕۆćࠑěνəʂҙқսʴćࠑڷͿۋΘرݓČەݓχ, ćࠑқԵĀęÀ३ɾćࠑقʂ३Դχڮমॢ܁҃εÀݓдͿ֬֨Âćࠑ܁҃ন˛قʂॢЛ܃۾ۋەɰ.

̚ॢي͠ݓًقқपʽćࠑ܁҃εܛ०ॠيԜডۻࣷεॣսەəߕćÀÍࠀݓݓЇॢ֬܁ڷͿٍ҆ĵق ԴəԸॱٍĵεѿॱॠيٍأݓъقۺڌʽćࠑԐͻεࣀ३ইćࠑěνۆЛ܃۾ںࣷ؊ॠČۋεٰ҃ॣ

սەəۙʴćࠑ֨֟ࢰںۺڌॢࣀ०ćࠑěν֨֟ࢰںĵ߹ॠي֪՚ॢԜডۻࣷÀۋΘرݓəʴ֨ق܁͟

ۺս࠘ۙΒε܃ėॠəێʹۆ܁҃জ֨֟ࢰقěॢٍĵεݕॱॠٕɰ.

ܳڅر  ݓъࠞॠ, ࣀ०ćࠑěν, ֬֨ÂϿɦࢢτ

2012ț11ښ14ێۿս, 2012ț12ښ12ێ֮ԐٰΒ 2012ț12ښ13ێóۦঝ܁

1) (ܳ)ՙؒ࠸Ժࢤ࣡

2) ąҚʂॡİITʂॡ

2) ॢĶġ३ěνėɳ

*Corresponding Author(ťࢗআ) E-mail; [email protected]

Address; Coal center, 30 Chungjin-dong street, jongno-gu, seoul, Korea

eISSN 2287-4321(Online)

Դ΁

ٍĵۆѕąфЀۺ

ݓъࠞॠćࠑěνقԴইۤćࠑۆܼڅՁۋÌܓʿ

ق˰͆ԐۻܓԐεࣀॠيݓъࠞॠۆڦॹՁۋࢀì ڷͿࣺɳʼəݓًقԴəݓशࠞॠ, ࠗѻࠞॠ, ݓъۆ

ࠑѓۋʴˣںݓ՚ۺڷͿćࠑěνॠČەɰ. ߯Ŗ߿

ҚڼՁƤʴȐՙϐۆݚфԘՁԵধԵġԓقԴǣࢍ

ǦԐͻͿݓशϸقԴəݓъѺڦۆݜ঳ÀäۆػɰÀ

տÂۺڷͿݕॱʼə॥Ѓ঍ࠞॠÀьԦʽцەڷ϶, ԜşٮÏڹݓъࠞॠقۆॢक़३əۍϼۋǣۦԓۆ

՜֬ںߣ͒॥ڷͿ֨śॢٚѓʂ޾ںज़څͿॢɰ. ই ۦݓъࠞॠڦॹݓًقԴսॱʼČەəćࠑ֨֟ࢰڹ

ʂҙқݓܼࠞॠć, ݓशࠞॠग़قۆॢܳşۺۍսʴć ࠑۋۋΘرݓČەə֬܁ۋɰ. ۋ͠ॢսʴćࠑۆą ڍćࠑںࣀ३Դصرݕʚۋࢢə३ɾćࠑقʂॢڮ şց҃Č

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Fig. 1. Flow of this study.

মॢ܁҃χںÀݓ϶, ࠑ܁Āęۻɵقęʪॢ֨Âՙ Ҽˣ֬֨ÂڷͿ܁ঝॢݓъࠞॠݕॱԐ२ںࣷ؊ॠə ʚॢćÀەɰ. ˰͆Դ߯ŖقəĶǴقԴʪ܁҃şց (Information Technology; IT) টڌۋݒÀॠي, ۙʴć ࠑۤҼεۋڌॢ֬֨Âćࠑę॥ƍҙқۺۋݓχć ࠑĀęεটڌॢࠞॠٚ͟ࠑқԵˣقěॢٍĵÀ

ݕॱʼČەɰ(Suh et al., 2010). ĶǴٍĵԐͻͿॢĶ ġ३ěνėɳقԴəݓъࠞॠڍͲݓًۆݓॠսڮʴ,

ؒъäʴق˰δ٣ʪѺজϿɦࢢτфėʴǴǤъ, ޽ ĹۺңĨˣقۆ३ьԦʼəйՙݕʴںÇݓॠي֬

֨ÂڷͿϿɦࢢτॣսەəćࠑ֨֟ࢰںԺ࠘ॠي

ۙʴڷͿćࠑۙΒεսݚॠČەɰ(Kim et al., 2011).

Ŕ͠ǣۙʴćࠑۆąڍقʪćࠑۙΒۆսݚфқԵ قەرԴÒѻۺۍćࠑۙΒۆࠄ०ڷͿۍॢą܃ۺ

ҼڌьԦ, ࢍćࠑ܁҃ٮۆٍćՁҙܔڷͿۍॢÒѻ ۺۍқԵĀęʪ߻ф֬֨ÂۆԐĀ܁ъٖۆرͲړ ڷͿۍॢ֬֨ÂݓъࠞॠݕॱԐ२ںࣷ؊ॠəʚॢć Àەɰ. ۋٮÏڹЛ܃۾ں३Āॠşڦॠيݓъࠞॠ ۆćࠑ܁҃εر̎óࣀ०ॠČটڌॣìۍÀقʂॢ

ٍĵÀज़څॠɰ. ˰͆Դٍ҆ĵقԴəşܕۆٍĵε

ц࢖ڷͿ܁҃ࣀ֪ۍ॒͆εۋڌॠيٍأݓъݓًق ԴćࠑʼرݓČەəćࠑ֨֟ࢰ˞ۆࣀ०ěνфқ Եںڦॢࣀ०ćࠑěν֨֟ࢰںĵ߹ॠČۋεۺڌॢ

ԐͻεқԵॠي֬܃ٍأݓъۆćࠑěνقەرԴIT şցںۿЀ֨ࢇࣀ०ćࠑěν֨֟ࢰۆÀɠՁںঝۍ ॠČۙ ॢɰ.

ٍĵۆѓѪфѩڦ

ٍ҆ĵəॢĶġ३ěνėɳ߯ۺݓъࠞॠćࠑşց Òьقʂॢٍĵ(Mine Reclamation Corporation, 2011) εц࢖ڷͿݓъćࠑқآقߐɳITşցںۿЀॢۙ

ʴćࠑşфȐ࣡ڗࡾşъۆࣀ०ćࠑěν֨֟ࢰںĵ

߹ॠيݓъࠞॠćࠑقʂॢࣀ०ěνѓ؋ں܃֨ॠČ

ۙॢɰ. ݓŚūݓćࠑ֨֟ࢰڹȐ࣡ڗࡾঞąęИě

ॢ঍ࢗͿćࠑۙΒۆěνÀۋΘرݓČەرćࠑ܁҃

ۆėڮজۚغںݕॱॠşÀʂɳ০رͷɰ(Kim et al., 2008). ̚ॢي͠ÒՙۆćࠑۙΒۆĀęε֬֨ÂڷͿ

ࠄ०ॠݓЇ॥ق˰͆, ۋԜݜ঳ьԦ֨֬֨Âʂڿۋ

ۋΘرݓݓ؍əЛ܃۾ںÀݓČەɰ. ˰͆Դٍ҆ĵ قԴəԜşٮÏڹЛ܃ε३Āॣսەʪ΀ITεۿЀ

֨ࢇݓъࠞॠࣀ०ćࠑěν֨֟ࢰںĵ߹ॠČ, ۋεć ࠑইۤقۺڌ॥ڷͿ׆ݓъࠞॠқآقԴࣀ०ćࠑěν

֨֟ࢰقʂॢࢍɾՁںқԵॠي, ۋق˰δşʂমę ε܃֨ॢɰ. Fig. 1ڹٍ҆ĵۆݕॱѓ؋ںʪ֩জॠي

ǣࢍǴؽɰ.

ԸॱٍĵČ޶

şܕćࠑѓ֩

şܕݓъࠞॠćࠑѓ֩ڹսʴćࠑѓ֩ęۙʴćࠑ ڷͿ ĵқʽɰ. ێъۺڷͿ սʴ ćࠑѓ֩ڹ ࠑ܁ۙÀ

սʴࠑ܁şͿݔۿࠑ܁ںॠəѓ֩ڷͿآۤقԴş΀

ॠəѓ֩ۋ϶, ݓъࠞॠćࠑقԴԐڌʼəսʴćࠑ

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Table 1. Instruments used in measuring ground subsidence Type Hwajeon/

Cheolam area Tongri area Kosari area Simpori area Mulgeum mine Geumgok mine

Ground surface subsidence

surface settlement

system

surface settlement system

surface settlement

system

liquid settlement system

surface settlement

system

measuring point on surface ground

optical-fiber sensor cable system

measuring point on surface ground

optical-fiber sensor cable

system

Under ground subsidence

magnetic settlement system

magnetic settlement system

magnetic settlement

system

magnetic settlement system

magnetic settlement system

thermal line sensor system

optical-fiber sensor cable system

magnetic settlement system

thermal line sensor system

micro seismic monitoring

system

(a) magnetic system (b) multi-point temperature monitorin (c) microseismic monitoring Fig. 2. Measurement techniques for ground subsidence.

şۆܛΪͿəݓशࠞॠć, ݓܼࠞॠćˣۋܳεۋΘ Č ەɰ. ۙʴ ćࠑѓ֩ڹ ćࠑՅԴε ʚۋࢢͿä(data logger)قٍĀॠيLAN ̚əИԸڷͿʚۋࢢεন˛

ॠəѓ֩ۋ϶, ݓъࠞॠćࠑقԴԐڌʼəۙʴćࠑ şۆܛΪͿəɰ۾٣ʪϿɦࢢτ(TLS), йՙݕʴϿɦ ࢢτ(GMO) фġԽڮࡀۋҸˣۋەɰ. Table 1ڹॢĶ ġ३ěνėɳقԴݓъࠞॠćࠑںڦ३Ԑڌʽćࠑş εǣࢍǴؽɰ.

ݓъࠞॠقԐڌʼəսʴćࠑۆॢćф३Āѓ؋

ݓъࠞॠćࠑقԐڌʼəսʴćࠑѓ֩ۆݓܼࠞॠ ćۆćࠑşѪڹݓܼق֮ʪѻͿء࠶εԺ࠘ॠČيş قͿ˚εݓशūݓٍĀॠيÁͿ˚ۆࠞॠԜࢗεܳ

şۺڷͿćࠑॠəѓѪںԐڌॠČەɰ. ॠݓχԜş ٮÏڹćࠑѓѪڹͿ˚ۆࠞॠŪۋεࠑ܁ॠəę܁

قԴࠑ܁ۙۆࠑ܁١޲ÀьԦॣսەڷ϶ćۼѺজ قۆॢʴĀ, ३ӄۋێرǣϸݓशϸۆڵş, ࠞÌই ԜۋьԦʼرࠑ܁Éۆ١޲εڮьॢɰ. ̚ॢݓܼࠞ

ॠćəԺ࠘ʽݓًۆսݔѺڦχںćࠑ॥ق˰͆ȉڹ

ݓًۆ ćࠑ܁҃ε ন˛ॠəʚ رͲړۋ ەɰ. ˰͆Դ

ۋε३Āॠşڦॠيۙʴćࠑѓ֩ۍɰ۾٣ʪϿɦࢢ τ(TLS), йՙݕʴϿɦࢢτşѪۋۺڌʼؽɰ. Fig. 2 ə ݓъࠞॠ ćࠑق ۺڌʽ ćࠑşѪں ǣࢍǶɰ.

ێъۺڷͿ ʂşǣݓशəݓԜş঳قࡾóٖॳں

ыóʼǣݓॠۆ٣ʪəş঳قࡾóٖॳںыݓ؍ə ɰ. ۋ͠ॢٖॳڷͿݓॠۆرɗݓ۾قԴۆ٣ʪÀŔ

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(a) Geumjwa mine (b) Geumgok mine Fig. 3. Installation positions of measurement instrument.

ܳڦٮҼİॠيࡾó޲ѻজʼČʴ֨قŔ٣ʪÀݓ ԜۆìęʂˣॠϸݓशսڮۓڷͿÂܳʽɰ. Ԝşٮ

ÏڹইԜںܳşۺڷͿϿɦࢢτॠϸݓъࠞॠڍͲݓ

ًۆݓॠսڮʴфؒъäʴق˰δѺজÀǣࢍǦɰ.

ݓॠ޽ĹۺۆңĨəԐۻقҝٍ՚ϸں˰͆ؒъۋ

ԴͿйǏ͠ݓäǣێҙǤъۋǣՙőϿңĨÀьԦॠ əˣࠞॠۻܓݒԜۋъ˚֨ێرǣóʼ϶ۋ˞ڹ

цͿݓॠقԴйՙݕʴںڮьॠəڙۍۋʽɰ. ۋ͠

ॢйՙݕʴں֬֨ÂڷͿćࠑॠيйՙݕʴۋьԦʽ

ݕڙݓфőϿεࣷ؊ॠČćࠑҾʪфݕڙݓқपε

ʪϸজॠϸ޽ĹۺۆʂőϿңĨÀɠՁيҙεࣺɳॠ əʚܼڅॢ܁҃ε܃ėॠóʽɰ. ԜşٮÏڹۙʴć ࠑѓ֩ڹսʴćࠑقҼ३ġѩڦॢݓъࠞॠڍͲݓً

قԴটڌۋÀɠॠдͿইۦݓъࠞॠćࠑѓ֩ڹݓܼ

ࠞॠćٮÏڹսʴćࠑѓ֩قԴɰ۾٣ʪϿɦࢢτ, й ՙݕʴϿɦࢢτęÏڹۙʴćࠑѓ֩ڷͿψڹۻঞۋ

ۋΘرݓČ ەə ֬܁ۋɰ(Kim et al., 2009).

ݓъࠞॠۙʴćࠑşۺڌԐͻ

Installation report of thermal line sensor for geumjwa mine (Mine Reclamation Corporation, 2010), Detailed survey report of ground stability for geum-gok mine (Mine Reclamation Corporation, 2010)ق˰βϸ दŚ

՚ġݓॠ޽ĹۺقۆॢݓъࠞॠݓфݓъࠞॠڍͲ ݓًقʂॠيۙʴćࠑşۍɰ۾٣ʪϿɦࢢτ(TLS) ф

йՙݕʴϿɦࢢτćࠑ֨֟ࢰ(GMO)ںۺڌॠي޽Ĺ ۺܳѺقʂॢݓ՚ۺۍÇ֨εॠČەɰ. Fig. 3ڹݓ

ъࠞॠϿɦࢢτںڦ३Ժ࠘ʽŚ՚ġԓݓًۆćࠑ

ڦ࠘ʪε ǣࢍǶɰ.

ࣀ०ćࠑěνۆज़څՁ

şܕݓъࠞॠćࠑěνۆЛ܃۾

ݓъࠞॠćࠑڹą܃ۺҼڌфۍϼۋǣۦԓۆक़ ३ٮݔۿۺۍٍěՁںÀݓдͿćࠑěνəʂɳ০ܼ

څॢҙқۋɰ. şܕćࠑěνəࠑ܁Āęۻɵقʂॢ

ęʪॢ֨ÂՙҼ, ন˛ॢćࠑʚۋࢢۆۙΒěν, ࢍ

ćࠑ܁҃ٮۆٍćՁҙܔф֬֨ÂۆԐĀ܁Āęε

ъٖॠşقرͲړۋەɰ. ˰͆Դşܕۆćࠑěνڙ ۍфЛ܃۾ںইۤۻЛÀۆԐۻܓԐٮЛॶܓԐε

ࣀ३սʴćࠑěνٮۙʴćࠑěνͿқΪॠيTable 2 ق ǣࢍǴؽɰ.

ITεۿЀ֨ࢇࣀ०ćࠑěνۆज़څՁ

ইۦĶǴٽݓъćࠑইۤڹؘԴسśॢцٮÏۋ

ݓܼقϔԺʽćࠑşͿҙࢢ܁şۺڷͿĀęεۻբॠ ي۹ۤॠəۙʴćࠑęۍͳقۆॢսʴćࠑۋѿॱ ʼرۋΘرݓČەɰ. սʴćࠑۆĀęə١॒͆ۍ֟

॒ͪ˚֨࣡Ϳ۹ۤ, ěνʼČەڷ϶, ۙʴćࠑڹইۤ

قԐڌʽćࠑşۆܛΪф܃ėۙق˰͆ɰتॢ঍ࢗ

ۆۙʴěν֨֟ࢰںԐڌॠČەɰ. şܕćࠑۆąڍ

ćࠑşε ʫςۺڷͿ Ԑڌ॥ڷͿ׆ ۋε ࣀ३ ʪ߻ʽ

қԵĀęə३ɾćࠑقʂ३Դχڮমॢ܁҃ۋɰ. ˰

͆Դқपʽࢍćࠑ܁҃ٮۆٍćՁҙܔڷͿۍॠي

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Table 2. Problems and their causes in manual and automatic instrumentation

Manual instrument management Automatic instrument management

problems cause problems cause

Can not be obtained the real-time measurement information.

measuring data due to manual measurement management

Costs occur due to integration of the measuring data

By analyzing the integrated measuring data,

measurement costs increases Time delay in the

measurement results delivered

Data obtained through on-site inspection every 2 weeks

Lack of linkages, other measuring data

By using several types of instruments, measuring data varies

Measuring data management Insufficient management of measuring data

Difficult to reflect the real-time results

For the immediate situation propagates, required the internet and mobile equipment

Longer the measurement period, measurement costs increase

performed by the on-site measurement, costs increases

Required of the site observations

Perform the automatic measurement, check the normal operation of instrument

Fig. 5. User interface of the integrated management system.

ܛ०ۺۍĀęεۺ֨(just-in-time)قʪ߻ॠəʚॢć ՁںÀݓдͿ֪՚ॢۆԐĀ܁ъٖقݓٍںߣ͒ॢ

ɰ. ̚ॢɰتॢইۤۆėÂۙΒۆ܁҃জ(ڦ࠘ʪ, ֨

߸ܳԜʪ, ɳϸʪˣ) ф֨ėÂқԵşɠۆйҼͿই

ۤۻߕεࣷ؊ॣսػɰ. ԜşٮÏڹЛ܃۾ں३Ā ॠşڦॢѓ؋ڷͿÁইۤ܁҃ۆ ܛ०ۺۍěνф

ي͠ݓًقқपʽࢍćࠑ܁҃ٮۆėڮεࣀ३صر ݕćࠑĀęۆڦॹˣśںՃқজ֨ࢅČۋεࣀ०ॠ

ي܁͟ۺ३Եق˰δԜডۻࣷÀۋΘر܋Դ֪՚ॢ

ۆԐĀ܁ۋъٖʾ ս ەəࣀ०ćࠑěν֨֟ࢰۋज़ څॠɰ.

ࣀ०ćࠑěν֨֟ࢰ

ࣀ०ćࠑěν֨֟ࢰۆ܁ۆ

ࣀ०ćࠑěν֨֟ࢰۋ͈ي͠ইۤقԴԴͿɰδć ࠑۤҼεࣀ०ۺڷͿڏٖॠČ, қԓʽćࠑ܁҃εԴ

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Fig. 4. Configuration of the integrated instrumentation management system.

ͿڮşۺڷͿٍćॠيԐڌۙقó֪΋Ձۋȭڹ܁҃

ε܃ė॥ڹН΁҃ɰ֪՚ॢۆԐՙࣀę֬֨Âćࠑ

܁҃ε ėڮॣս ەə ֨֟ࢰۋɰ.

ࣀ०ćࠑěν֨֟ࢰۆĵՁ

ٍ҆ĵقԴ܃؋ॠə֨֟ࢰۆۻߕۺۍĵՁڹFig. 4 ٮÏɰ. ݓъࠞॠϿɦࢢτںЀۺڷͿي͠ইۤقԺ

࠘ʽԴͿɰδćࠑՅԴεࣀ३ćࠑʽʚۋࢢə1޲ۺ ڷͿÁÁۆʚۋࢢͿäͿսݚʼ϶սݚʽćࠑʚۋࢢ əÁʚۋࢢͿäقԴݓڙॠəʚۋࢢۻբѓ֩ق˰

͆֬֨ÂڷͿࣀ०ćࠑěνԴѣͿۻբʽɰ. ࣀ०ćࠑ

ԴѣͿۻբʽʚۋࢢəʚۋࢢѮۋ֟জʼرܛ०ۺڷ Ϳ۹ۤфěνÀۋΘرݕɰ. ۋεࣀ३Áşěۆě νۙфɺɾۙəࣀ०ćࠑěνۻڌՙ॒࣡ڟرεۋڌ ॠيԐڌۙۍݒۼ޲εäߝńॢںҙيыڹ঳ćࠑ

ʚۋࢢقʂॢ܁҃εėڮॠϸԴڙॠəşɠںսॱॠ óʽɰ. ̚ॢ֬֨Âćࠑę܁ܼڦॹݜ঳ÀьԦॠٕ

ںąڍ֪՚ॢԜডۻࣷεࣀ३݌ÁۺۍʂߌÀۋΘ رݓʪ΀ॢɰ.

ࣀ०ćࠑěν֨֟ࢰۆĵՁѻşɠфًॣ

ࣀ०ćࠑěν֨֟ࢰۆ ĵՁڅՙε ǣࢍǴə Ԑڌۙ

ۍࢢगۋ֟ε Fig. 5ق ǣࢍǴؽɰ.

෮ୋծ౸

ٍ҆ĵقԴəşܕݓъࠞॠćࠑقԐڌʼʏݓъۆ

Ѻ঍ۋǣॠܼ, ڿͳںࠑ܁ॠəćࠑşѪٽقݕʴф

٣ʪˣںࠑ܁ॠəćࠑşѪˣɰتॢćࠑşѪںۋ ڌॠيćࠑʚۋࢢεսݚॠČۙॠٕɰ. ইۤćࠑǴڌ

ق˰͆ĵՁڅՙÀɰβݓχࡾóʚۋࢢսݚۤ࠘ۍ

ćࠑՅԴٮʚۋࢢͿäͿĵՁʽɰ. ÁćࠑՅԴəটڌ ॠČۙ ॠə ʚۋࢢε ࠑ܁ॠČ, ʚۋࢢͿäə ÁÁۆ

ćࠑՅԴͿҙࢢʚۋࢢεսݚॠيࣀ०ěνԴѣͿʚ ۋࢢε ۻբॢɰ.

ധ෍ւࠤছ࣊

ࣀ०ěνԴѣə Á ইۤۆ ʚۋࢢͿäͿҙࢢ ۻբы ڹćࠑʚۋࢢεʚۋࢢѮۋ֟জॠيܛ०ۺڷͿ۹ۤ

фěνॠ϶ۋəćࠑěνۻڌՙ॒࣡ڟرεࣀ३Ԑ ڌۙڅߔԐ२ںߌνॠي܁҃εėڮॢɰ. Fig. 6ڹࣀ ०ěν Դѣق ʂॢۙΒߌνε ǣࢍǴؽɰ.

ʚۋࢢͿäͿҙࢢ ۻբʽ ćࠑʚۋࢢə ѻʪۆ ʚۋ ࢢսݚфěνՙ॒࣡ڟرεࣀ३Àė঳ʚۋࢢѮۋ

֟ق۹ۤʽɰ. ʚۋࢢսݚфěνՙ॒࣡ڟرəսݚ ʽʚۋࢢقʂॠيʚۋࢢѮۋ֟ق۹ۤॠəşɠӼχ

؉ɦ͆ي͠ćࠑقʂॢ܁҃εսݚॠəʚەرȐ࣡

ڗࡾ ࣀ֪ ࣡͒ख़(traffic) ěνəܼڅॢ ČͲԐ२ۋд ͿȐ࣡ڗࡾ࣡͒ख़قʂॢқԵںࣀॠي҃ɰ؋܁Ձ ۋČͲʽȐ࣡ڗࡾঞąں܃ėॣսەʪ΀ॢɰ. ̚ॢ

࣢܁ۋѰ֪࣡঒قʂॢۙʴқԵߌνεࣀॠيćࠑ ěνşܵ࠘εߣęॠəąڍقʂ३ěνۙقóЛۙԴ Ҽ֟фۋϭێںۋڌॢą҃εьԦॠي݌֨ʂ޾ں

սςॣ ս ەʪ΀ ݓڙॢɰ.

೨ޭଲચൈ

ࣀ०ěνԴѣٮԐڌۙÂۆٍĀںɺɾॠəۍࢢग ۋ֟ͿԴϿɦࢢτԴѣфࣀ०ćࠑěνۻڌՙ॒࣡ڟ رͿĵՁʽɰ. ǴҙȐ࣡ڗࡾфۍࢢȖںࣀ३ࣀ०ć

(7)

Fig. 6. Data process of the integrated management server.

Table 3. Management standard on microseismic monitoring

Type Event

Degree of risk Corrective measure position count scale

step 1 core 1st/week 0.0~0.2 care Event count increment

Careful observation step 2 goaf 4st/week 0.2~0.5 warning measurements review

alarm and site observations

step 3 near surface 7st/week over 0.5 danger

access control

cause analysis and check whether the ground subsidence

ࠑěνԴѣقۿ՚ॠيÁইۤۆćࠑ܁҃قʂॠي֬

֨ÂϿɦࢢτфқԵۋÀɠॠɰ. ۋεࣀ३ćࠑɺɾ

ۙ˞Âۆ֪՚ॠČϼঝॢۆԐՙࣀںڦॢ܁҃ėڮε

܃ėॢɰ.

ࣀ०ćࠑěνşܵфқԵѓ؋

ࣀ०ćࠑěν֨֟ࢰڹ ݓъࠞॠق ěॢ ܁҃ε صə ʚЀۺۋەڷ϶ǣ؉Àصرݕ܁҃εࣀ३ܛ०ۺۍ

қԵں॥ڷͿۍ३ۋԜݜ঳ÀьԦॠٕں˺֪՚ॢ

ܓ࠘Ϳۋॱʾսەʪ΀ॠəًॣںॢɰ. ˰͆ԴۋԜ

ݜ঳قʂॢ܁ঝॢࣺɳںڦॠيćࠑ܁҃قʂॢқ Եѓ؋фŔقʂॢěνşܵں܁ςॠəìڹϔڍܼ

څॢԐ؋ۋ͆ॣսەɰ. ݓъࠞॠۆćࠑقەرࠞॠ ěνşܵڹćࠑ֨֟ࢰфćࠑঞąںČͲॠيآॠ϶

̚ॢ, ޽Ĺۺ֮ʪ, ąԐٮԜҙۆݓъ࣢ՁęÏڹইۤ

ۆঞąۺۍڅۍۋܼڅॢۍۙۋдͿŔق˰͆ইۤ

ѻ࣢Ձںъٖॠيآॢɰ. ٍ҆ĵقԴəݓъۆݕʴ, ٣ʪ, ॠܼ, Ѻ঍ˣںćࠑॠşڦॠيي͠ćࠑ֨֟

ࢰںԐڌॠдͿÁćࠑ֨֟ࢰق˰͆ԴͿɰδࠞॠ ěνşܵ؋ںυʹॠٕڷ϶, ۋəԸॱٍĵ(Mine Reclamation Corporation, 2011)εࣀॠيۤşćࠑսॱق˰δą ॹںц࢖ڷͿ܁ςʼؽɰ. Table 3ęTable 4əࣀ०ć ࠑěν֨֟ࢰۆйՙݕʴćࠑقʂॢࠞॠěνşܵں

ǣࢍǴČ ەɰ.

йՙݕʴ ćࠑěνşܵڹ ݕڙݓۆ ڦ࠘, ьԦ Ҿʪ, ݕڙőϿˣںࣀ०ॠيěνॠəìۋц͊ݔॠɰ. Ԝ şٮÏۋইۤфćࠑ֨֟ࢰѻěνşܵںԺ܁ॠČ, ьԦąॳںϿɦࢢτ॥ق˰͆ۋԜݜ঳ьԦ֨ʂ޾

սςфʂڿࢹ΀ॢɰ. ॢठ, ۋԜݜ঳قʂॢࣺɳں

ڦॢćࠑʚۋࢢقʂॢۙΒқԵڹŔę܁фĵܓۺ

(8)

Table 4. Phased management standard on microseismic monitoring

Type Division step

Basic management standard

Corrective measure hazard quotient

0~50

hazard quotient 50~75

hazard quotient 75~100 risk

(correction value) K=1

risk (correction value)

K=0.8

risk (correction value)

K=0.6

step

1 position

1 mine cavity lower~

mine cavity inside

mine cavity lower~

mine cavity inside

mine cavity lower~

mine cavity inside monitoring 2 mine cavity

upper~surface

mine cavity upper~surface

mine cavity

upper~surface cause analysis

step 2 count

1 4st/week event of near surface

3st/week event of near surface

2st/week

event of near surface monitoring 2 7st/week

event of near surface

5st/week event of near surface

3st/week event of near surface

cause analysis and check whether the ground subsidence

step 3 scale

1 scale 0.0~0.5 event of near surface

scale 0.0~0.4 event of near surface

scale 0.0~0.3

event of near surface monitoring 2 over scale 0.5

event of near surface

over scale 0.4 event of near surface

over scale 0.3 event of near surface

cause analysis and check whether the ground subsidence

(a) auto-picking by first arrival (b) inversion for seismic epicenter identification

(c) algorithm for amplitude estimate (d) results using the comprehensive analysis Fig. 7. Analysis process on microseismic data.

ۍ҄ۡՁˣڷͿۍ३३ɾқآۆۻЛÀÀ؉ɨąڍ قəটڌॠşÀرͷɰ. ̚ॢۋԜݜ঳قʂॠي݌Á

ʂڿॣսەʪ΀֬֨ÂϿɦࢢτфқԵۋۋΘر܋

آॢɰ. ˰͆Դٍ҆ĵقԴ܃؋ॠČۙॠəćࠑʚۋ

ࢢقʂॢқԵڹşܕۆ҄ۡॢқԵںۙʴڷͿߌν

॥ڷͿ׆ ֪՚ॠó Āęε ʪ߻ॣ ս ەʪ΀ ॠٕɰ.

Fig. 7ڹࣀ०ćࠑěν֨֟ࢰۆйՙݕʴćࠑقʂॢÒ ĜۺۍқԵę܁ۋɰ. Fig. 7ۆ(a)əইۤćࠑϿɦࢢτ

(9)

(a) microseismic sensor (Gyeongdong coal mine) (b) temperature sensor (Geumgok mine) Fig. 8. Installation location of measuring sensors.

ںࣀ३ćࠑۋѰ࣡(event) ۙΒεě޶ॠيϿɦࢢτ

ĵًǴݚܼʼəۙΒقʂॢक़ࢌ(picking)ںߌνॠ ə ę܁ڷͿ STA/LTA(short time average/long time average) фMER(modified energy ratio) ؎Čνݏںۺ ڌॢauto-picking ؎ČνݏںĵইॠيۋѰ֪࣡঒ق

ʂॢߣʴܳ֨εۙʴڷͿন˛Àɠॠɰ(Wong et al., 2009). Fig. 7ۆ(b)əक़ࢌę܁ںäߝন˛ʽćࠑ֪

঒ۆߣʴܳ֨ٮÁՅԴۆx,y,zܟशфߣşѺսÉںۓͳ ы؉ݕڙݓőϼقەرҼİۺ؋܁ۺۍLMA(Levenberg- Marquardt algorithm) ًԓşѪںۺڌ॥ڷͿ׆ݕڙق

ʂॢڦ࠘εőϼॠəę܁ںǣࢍǴČەɰ(Lines and Treitel, 1984). ŔĀęεц࢖ڷͿݕڙݓقʂॠي֮

ʪق˰δěνşܵںۺڌॠيڦॹˣśںԓ߻ॠČ̚

ॢćࠑѩڦǴقԴۆъ҄ۺۍьԦҾʪق˰δěν şܵق˰͆Ҿʪѻڦॹˣśںԓ߻ॢɰ. ̚ॢݕʴق

ʂॢőϿĀ܁ںڦ३Fig. 7ۆ(c)ٮÏۋݕʴ֪঒ۆ

ݕफق˰͆őϿԓ܁؎Čνݏںۺڌॠيݕʴقʂॢ

őϿεԓ߻ॢɰ. Ԝşę܁ںäߝԓ߻ʽ֮ʪ, őϿ, Ҿʪق˰δқԵĀęεFig. 7ۆ(d)قǣࢍǶцٮÏ ۋ߯ܛۺڷͿࠄ०ॠيܛ०ۺۍĀęεʪ߻॥ڷͿқ ԵĀęÀěνşܵںߣę֪֨՚ॠóʂߌॣսەʪ

΀ԜডۻࣷÀۋΘرݓʪ΀ॢɰ. ٍ҆ĵقԴ܃؋ॠ əࣀ०ćࠑěν֨֟ࢰۆқԵڹйՙݕʴćࠑӼχ؉

ɦ͆ɰ۾٣ʪϿɦࢢτфॠܼćεۋڌॢćࠑقԴʪ

ѻʪۆқԵۚغۋػۋćࠑقԴҙࢢԜডۻࣷقۋβ şūݓ ۙʴۺۍ қԵۋ ۋΘرݕɰ.

ۋԜݜ঳قʂॢą҃ۻࣷ֨ǣν١

ࣀ०ćࠑěν֨֟ࢰڹۻćࠑইۤقʂ३֬֨ÂϿ

ɦࢢτںࣀॠيۋԜݜ঳ьԦ֪֨՚ॠóԜডںࣷ

؊ॠيʂڿॣսەʪ΀ॠəۆԐĀ܁֨֟ࢰۆًॣں

ॢɰ. ćࠑইۤقԴۋԜݜ঳ÀьԦॠٕں˺ą҃ۻ

ࣷфʂڿ޾قʂॢ֨ǣν١əɰڼęÏɰ. ইۤćࠑ

Ͽɦࢢτںࣀॠيćࠑʽʚۋࢢε֬֨ÂڷͿқԵॠ يěνşܵ࠘ٮҼİ३ȭڹąڍݓъࠞॠقʂॢۋ Ԝݜ঳Ϳࣺɳॢɰ. ۋԜݜ঳Ϳࣺɳʽćࠑ܁҃قʂ ३ěνɳćѻą҃εЛۙԴҼ֟фۋϭێںۋڌॠي

ÁěνۙقóۻբॠČۋ˞ڹ३ɾćࠑۙΒεćࠑě νۻڌ॒ͿŔ͖ںࣀ३ćࠑ܁҃εঝۍॠČćࠑ܁҃

قʂॢঝۍфʂ޾ধۆεࣀ३ʂڿ޾ںսςॠي

ۋε ֨ॱॠó ʽɰ.

ইۤڏٖԐͻ

ڏٖԐͻ

ࣀ०ćࠑěν֨֟ࢰۆ ڏٖʂԜڹ ݓъࠞॠ ćࠑں

ڦ३ԸॱٍĵʼرćࠑۋۋΘرݓČەəইۤۆć ࠑ֨֟ࢰ˞قʂॠيۺڌॠٕɰ. يşقəݓъäʴф

ࠞॠϿɦࢢτٍĵεڦ३ÌڙʪԘߍ֨ʪćڽێʂ ۆٍأݓъф߿ߔҚʪ߿ܳ֨ۋΪϸێʂۆݓъ҃

ÌėԐĵÂقԺ࠘ʽݓъࠞॠćࠑ֨֟ࢰۋप॥ʽɰ.

Ըॱٍĵɾ֨ইۤćࠑڹйՙݕʴϿɦࢢτ֨֟ࢰ

фɰ۾٣ʪϿɦࢢτ֨֟ࢰŔνČġԽڮćࠑ֨֟ࢰ ںࣀॠيćࠑۋۋΘرܐڷǣġԽڮćࠑ֨֟ࢰںࣀ

ॢćࠑսॱşÂۋܛΒʿڷͿۍॠيйՙݕʴćࠑф

ɰ۾٣ʪćࠑںۋڌॠيইۤڏٖۋ֬֨ʼؽɰ. Fig. 8 ڹÁćࠑşÀԺ࠘ʽڦ࠘εʪ֩জॠيǣࢍǴؽɰ.

Áćࠑşۆćࠑ२Ѐۆս͟ڹйՙݕʴćࠑۆąڍ

(10)

Fig. 9. Measurement data acquisition.

Fig. 10. Real-time monitoring window. (a) microseismic real-time monitoring (Gyeongdong coal mine), (b) temperature real-time monitoring (Geumgok mine).

6Òՙۆ֨߸ėقÁÁ2ՁқսݕşεԺ࠘ॠيߪ12 ÒۆćࠑՅԴقʂ३ćࠑں֬֨ॠٕڷ϶ɰ۾٣ʪ

ćࠑقə2Òՙۆ֨߸ėقÁÁ1 m ÂüڷͿ55Òۆ

٣ʪՅԴεԺ࠘ॠيߪ110ÒۆćࠑՅԴقʂ३ć ࠑں ॠٕɰ.

Fig. 8ęÏۋݓъäʴфݓъࠞॠεćࠑॠşڦ३

Ժ࠘ʽćࠑՅԴ˞قۆ३ࠑ܁ʽʚۋࢢəʚۋࢢͿä

εࣀ३սݚʼČۋəۍࢢȖфCDMAٮÏڹڮ·И Ըࣀ֪ںࣀ३ࣀ०ěνԴѣͿۻբʽɰ. ԴѣͿۻբʽ

ʚۋࢢəѻʪۆʚۋࢢսݚ॒ͿŔ͖ںࣀ३ʚۋࢢѮ ۋ֟জʼر۹ۤʽɰ. Fig. 9əࣀ०ěνԴѣۆۻڌʚ ۋࢢսݚ॒ͿŔ͖ڷͿćࠑʚۋࢢۆ۹ۤфćࠑ֨

֟ࢰѻͿʚۋࢢۻբěνٮȐ࣡ڗࡾ࣡͒ख़ěνε

ݓڙॠيʚۋࢢͿäٮࣀ०ěνԴѣÂق҃ɰ؋܁ۺ

(11)

Fig. 11. Analysis on anomalous event.

ۍ ʚۋࢢࣀ֪ں ॠʪ΀ ॢɰ.

ڏٖইۤۆćࠑʚۋࢢقʂॢϿɦࢢτڹFig. 10 ęÏɰ. ইۤѻͿԺ࠘ʽćࠑşͿҙࢢۻբʽćࠑʚ ۋࢢقʂॢ֬֨Âćࠑ܁҃фইۤ܁҃, ćࠑş܁҃, ۋۻćࠑʚۋࢢقěॢ܁҃ˣইۤćࠑقԴڅĵʼə

ي͠ÀݓԐ२˞ںࣷ؊ॣսەɰ. Fig. 10ۆ(a)əą ʴ࢏ġقԺ࠘ʽйՙݕʴćࠑںǣࢍǴČەڷ϶Fig.

10ۆ(b)əŚčġԓقԺ࠘ʽɰ۾٣ʪćࠑقʂॢϿ ɦࢢτজϸۋɰ. ࣀ०ćࠑěνۻڌ॒ͿŔ͖ںۋڌ३

ي͠ইۤۆćࠑ֨֟ࢰقʂॠيࣀ०ۺڷͿěνÀÀ ɠॠ϶, ݓ՚ۺۍ ćࠑ Āęε ֨ÂԜ(time-domain)ق

ʂॢŔ॒͒ͿǣࢍǸڷͿۍ३ԐڌۙÀ֖óࣷ؊ॣ

սەČ, ۋεս࠘জॠي܁ঝॢʚۋࢢÉںঝۍॣս

ەɰ.

̚ॢ, ćࠑʚۋࢢфইۤ܁҃εʚۋࢢѮۋ֟জ॥ڷ Ϳۍॠيćࠑěνقज़څॢϿ˜܁҃εٍćॠي҃

ɰমڱۺڷͿěνεॣսەɰ. Fig. 11ڹйՙݕʴۆ

֬֨Âćࠑ֨ۋԜݜ঳قʂॢ֬֨ÂڦॹʪқԵں

ǣࢍǴČەɰ. ݕʴ֪঒ۆ߯ʂݕफۋأ0.02 mm/s ͿǣࢍǣəйՙॢۋԜݜ঳ÀFig. 11ۆ(a)قԴěࠑ ʼؽɰ. Ŕقʂॢ֬֨ÂқԵںࣀ३ۋԜݜ঳ʂॢ

ьԦڦ࠘фěνşܵق˰δڦॹʪεǣࢍǴČەɰ.

ćࠑşԺ࠘ڦ࠘ʪфथϸʪٮÏڹćࠑইۤقʂॢ

Ԑݕࣀ३ćࠑьԦڦ࠘ε҃يܹڷͿۋԜݜ঳قʂ ॠي ěνۙÀ҃ɰ ֖ó ࣷ؊ॣ ս ەɰ.

Āę

ٍ҆ĵقԴ܃؋ॢࣀ०ěν֨֟ࢰںڏٖ३҆Āę

ݓъࠞॠćࠑěνقەرÁşɰδইۤćࠑقʂॢ

܁҃ε֬֨ÂڷͿঝۍۋÀɠॠٕڷ϶ŔͿۍ३ইۤ

܁҃фćࠑʚۋࢢقěνÀսښॠٕɰ. ̚ॢইۤԐ ݕфڦ࠘ʪ, थϸʪٮÏڹইۤقʂॢ܁҃ٮćࠑ

܁҃εٍć॥ڷͿԴইۤԜডقʂॢࣷ؊ۋ҃ɰڌۋ ॠٕɰ. Иؼ҃ɰʪ ĜЀॣχॢ ìڹ ݓъࠞॠ ćࠑں

ڦ३Ժ࠘ʽÁşɰδ֨֟ࢰۆćࠑʚۋࢢεࣀ०ॠي

֬֨ÂқԵ॥ڷͿ҃ɰ֪΋ՁۋȭڹĀęεʪ߻ॣ

սەɰ. ŔĀęεц࢖ڷͿݓъࠞॠقʂॢۋԜݜ

঳εܓşقьþॣսەؽČ, ҃ɰ֪՚ॢԜডۻࣷε

ࣀ३ ڦॹڅՙق ʂॠي ۺ֨ق ʂߌॣ ս ەؽɰ.

Ā΁

߯ŖݓъࠞॠقʂॢܳşۺۍćࠑфěνÀۋΘ رݓČ ەݓχ, şܕۆ ݓъࠞॠ ćࠑěνə Òѻۺۍ

ćࠑۙΒۆࠄ०ڷͿۍॢą܃ۺҼڌьԦ, ࢍćࠑ܁

҃ٮۆٍćՁҙܔۍॢÒѻۺۍқԵĀęʪ߻ф֬

֨ÂԜডۻࣷ֨֟ࢰۋĵ߹ʼرەݓ؍ڼڷͿ֪՚ॢ

ԜডۻࣷÀرͷɰ. ۋقԸॱٍĵεц࢖ڷͿşܕć ࠑěνۆЛ܃۾ںࣷ؊ॠČۋε३Āॠşڦॢࣀ०ć ࠑěν֨֟ࢰںĵ߹ॠČۺڌॢԐͻεࣀॠيݓъࠞ

ॠćࠑěνقەرŔقʂॢÀɠՁں؎؉҃ؕɰ. ҆

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ٍĵقԴ܃؋ॢࣀ०ćࠑěν֨֟ࢰںۺڌ॥ڷͿۍ ॠيݓъࠞॠćࠑěνقەرԴɰڼęÏڹমęε

صںսەɰ. ߒݫəćࠑ܁҃фইۤ܁҃قʂॢė ڮεࣀ३ćࠑقەرԴڅĵʼəϿ˜܁҃˞ۋॠǣ ۆࣀ०ěνԴѣقԴʚۋࢢѮۋ֟জʿڷͿۍ३ي͠

ćࠑ֨֟ࢰںࣀ०ॢߕćۺۍěνÀÀɠॠɰ. ˆݫ əʚۋࢢۆćࠑфқԵۋ֬֨ÂڷͿۋΘرݓдͿ

ইۦݓъԜࢗۆ؋܁Ձںࣷ؊ॠČॳ঳äʴę؋܁Ձ ںٚࠑॠيڦॹÀɠՁۋەəąڍقəą҃, Ԝডۻ

ࣷεࣀॠي֪՚ॠČۺۼॢ҃Ìʂ޾ںÌĵॣսە ɰ. ՉݫəʚۋࢢěνфқԵڷͿۍ३ьԦʼəҼڌ ںܶێսەəą܃ۺۍমęəН΁Áşɰδ२Ѐ ۆćࠑşۆʚۋࢢεۻߕۺڷͿࣀ०ॠČۋεڙü܃

رÀÀɠॠдͿڮݓěνࠑϸۆমęʪşʂॣսە ɰ. ؘԴşցॢцٮÏۋۋ͠ॢڏٖঞąںşъڷͿ

ॠيݓъࠞॠćࠑ֨֟ࢰ˞ۆࣀ०ěνфćࠑĀęق

ʂॢқԵۙΒεমڱۺڷͿʪ߻॥ڷͿ׆ܛ͒ۆɳێ Ѐۺۆěνܼ֮ۆݓъࠞॠćࠑ֨֟ࢰۆॢćεѫر ǣࣀ०Òȝۆݓъࠞॠěν·ڏٖںƭ॥ڷͿ׆ݓъ

ࠞॠćࠑқآقԞͿڏः͠ɰے(paradigm)ڷͿԴ܁

޳ॣ ìڷͿ şʂʽɰ.

ԐԐ

ۋȦЛڹ2012țॢĶġ३ěνėɳڷͿҙࢢşցÒ ьԐغҼε ݓڙы؉ սॱʽ Ԑغں ࣀ३ ٍĵʼؽɰ.

޷ČЛॶ

Kim, J.Y., Kim, Y.S., Kwon, S.I., Kwon, H.I., Kim, J.H., Kang S.W., Jang, H.S., Kim T.H. and Kwon H.H., 2011,

“Development of Microseismic Monitoring and Analysis System for Prediction of Ground Subsidence,” Journal of The Korean Society for Geosystem Engineering, Vol. 47, No. 6, pp. 764-774.

Kim, K.S., Bae, D.S., Koh, Y.K. and Kim J.Y., 2009,

“Microseismic Monitoring for KAERI Underground Research Tunnel,” The Journal of Engineering Geology, Vol. 19, No. 2, pp. 139-144.

Kim, Y.G., Ahn, D.Y., Kang, D.W. and Han, B.W., 2008,

“Study on the Development of Ubiquitous-Based Landslide with a Debris Flow Monitoring System,” The Journal of Engineering Geology, Vol. 18, No. 4, pp. 511-522.

Lines, L.R. and Treitel, S., 1984, “Tutorial-Review of least-squares in inversion and its application to geo-physical problems,” Geophysical Prospecting, Vol. 32, pp. 157-186.

Mine Reclamation Corporation, 2010a, Detailed survey report of ground stability for geum-gok mine(micro seismic monitoring)

Mine Reclamation Corporation, 2010b, Installation report of thermal line sensor for geumjwa mine

Mine Reclamation Corporation, 2011, Development of optimum monitoring system for ground subsidence Suh, J.W, Choi, Y.S., Pa, H.D., Kwon, H.H., Yoon, S.H. and

Go, W.R., 2010, “Application of Frequency Ratio and Analytic Hierarchy Process to Subsidence Hazard Assess- ment around Abandoned Coal Mine,” Journal of The Korean Society for Geosystem Engineering, Vol. 47, No. 5, pp. 690-704.

Wong, J., Han, L., Stewart, R.R. and Bancroft, J.C., 2009,

“Geophysical well logs from a shallow test well and automatic time-picking on full-waveform sonic logs,”

CSEG Recorder, Vol. 34, No. 4, pp. 20-29.

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׌ணવ

ইۦ (ܳ)ՙؒ࠸Ժࢤ࣡ ʂशۋԐ (欧G 彳櫾躇G 缧48嘳G 缧6埲G 垾畢)

֫নଵ

ইۦ (ܳ)ՙؒ࠸Ժࢤ࣡ ʂν (欧G 彳櫾躇G 缧48嘳G 缧6埲G 垾畢)

׌஺෮

ইۦ ąҚʂॡİ ITʂॡ ۻۙėॡҙ ܓİս (欧G 彳櫾躇G 缧48嘳G 缧6埲G 垾畢)

ୋාজ

ইۦ ॢĶġ३ěνėɳ ġ३şցٍĵՙ ٍĵڙ (欧G 彳櫾躇G 缧48嘳G 缧6埲G 垾畢)

֫෮෹

1990țѓբࣀ֪ʂॡİѪॡęѪॡԐ 1998ț ۙڙěνşցԐ

2007ț Ìڙʂॡİ ԵԐę܁

2009ț Ìڙʂॡİ ġ३ݓъѓۦॡę

ԵԐ

ইۦ ġ३ěνėɳ ۋԐ (E-mail; [email protected])

׌କন

ইۦ (ܳ)ՙؒ࠸Ժࢤ࣡ ۋԐ (欧G 彳櫾躇G 缧48嘳G 缧6埲G 垾畢)

֫෴ଵ

ইۦ (ܳ)ՙؒ࠸Ժࢤ࣡ ʂν (欧G 彳櫾躇G 缧48嘳G 缧6埲G 垾畢)

Գ਑଀

ইۦ ąҚʂॡİ ITʂॡ ۻۙėॡҙ İս (欧G 彳櫾躇G 缧48嘳G 缧6埲G 垾畢)

׌೾෭

1992ț Դڐʂॡİ ۙڙėॡę ॡԐ 1994țԴڐʂॡİʂॡڙۙڙėॡę

ԵԐ

1999țԴڐʂॡİʂॡڙۙڙėॡę чԐ

ইۦ ġ३ěνėɳ ؒъėॡٍĵࣳ ࣳۤ

(E-mail; [email protected])

수치

Fig. 1. Flow of this study.
Table 1. Instruments used in measuring ground subsidence Type Hwajeon/
Fig. 5. User interface of the integrated management system.
Fig. 4. Configuration of the integrated instrumentation management system.ͿڮşۺڷͿٍćॠيԐڌۙقó֪΋Ձۋȭڹ܁҃ε܃ė॥ڹН΁҃ɰ֪՚ॢۆԐՙࣀę֬֨Âćࠑ܁҃ε ėڮॣս ەə ֨֟ࢰۋɰ.ࣀ०ćࠑěν֨֟ࢰۆĵՁٍ҆ĵقԴ܃؋ॠə֨֟ࢰۆۻߕۺۍĵՁڹFig
+5

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