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[UAE] DEWA, AI È°¿ë ¼öµ¾¹° °ø±Þ¸Á È¿À²¼º °³¼±
À̸§ °ü¸®ÀÚ waterindustry@hanmail.net ÀÛ¼ºÀÏ 2022.08.02 Á¶È¸¼ö 515
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[UAE] DEWA, AI È°¿ë ¼öµ¾¹° °ø±Þ¸Á È¿À²¼º °³¼±

AI  °è·®±â Áø´Ü µ¥ÀÌÅÍ È°¿ë ¼öµ¾¹° °ø±Þ Áß´Ü °¨ÁöÇÏ¿© ÀÚµ¿ ½ÃÁ¤ÇÏ´Â ¡®iService¡¯ ½Ç½Ã

2021³â ´©¼öÀ² 5.3%¡¦ºÏ¹ÌÁö¿ª 15%º¸´Ù Àû¾î ¼¼°èÀûÀ¸·Î °¡Àå ³·Àº ºñÀ²



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µÎ¹ÙÀ̼öÀü·Âû(DEWA)´Â Àΰø Áö´É(AI)À» È°¿ëÇÑ ¿©·¯ Çõ½Å±â¼úÀ» °³¹ßÇØ µÎ¹ÙÀÌ ¼öµµ¸Á ³» ¿î¿µ È¿À²¼ºÀ» ³ôÀÌ°í »çÀ̹ö °ø°Ý, ´©¼ö, °áÇÔÀ» ¸ð´ÏÅ͸µÇϸç À̸¦ Áï½Ã °Ý¸® ¹× º¸¼öÇÏ°í ÀÖ´Ù.  [»çÁøÃâó(Photo source) = µÎ¹ÙÀ̼öÀü·Âû(DEWA)]

 

¾Æ¶ø¿¡¹Ì¸®Æ®(UAE)ÀÇ µÎ¹ÙÀ̼öÀü·Âû(DEWA ; Dubai Electricity and Water Authority)´Â Àΰø Áö´É(AI ; Artificial Intelligence)À» È°¿ëÇÑ ¿©·¯ Çõ½Å±â¼úÀ» °³¹ßÇØ µÎ¹ÙÀÌ ¼öµµ¸Á ³» ¿î¿µ È¿À²¼ºÀ» ³ôÀÌ°í »çÀ̹ö °ø°Ý, ´©¼ö, °áÇÔÀ» ¸ð´ÏÅ͸µÇϸç À̸¦ Áï½Ã °Ý¸® ¹× º¸¼öÇÏ°í ÀÖ´Ù.


ÀÌ·¯ÇÑ Çõ½ÅÀûÀÎ ¼Ö·ç¼ÇÀº ¶ÇÇÑ ¼¾¼­ µ¥ÀÌÅ͸¦ ±â¹ÝÀ¸·Î ½º¸¶Æ® °è·®±â(smart meters)¿Í ÆßÇÁÀÇ ¿ÀÀÛµ¿À» ¿¹ÃøÇÏ°í, Áö¿ª³» ´©¼ö ¹ß»ý ½Ã °í°´¿¡°Ô Àü¼ÛµÇ´Â ¾Ë¸²À» ÀÚµ¿È­ÇÑ´Ù.


ÀÌ´Â µÎ¹ÙÀÌ(Dubai)ÀÇ °æÀï·ÂÀ» ³ôÀÌ°í, ÀÌ»êȭź¼Ò ¹èÃâÀ» ÁÙÀ̱â À§ÇÑ DEWAÀÇ Áö¼ÓÀûÀÎ ³ë·ÂÀ» µÞ¹ÞħÇϸç, ¿©·¯ ÁöÇ¥¿¡¼­ À¯·´°ú ¹Ì±¹ÀÇ ÁÖ¿ä ¼öµµ°ø±â¾÷(utilities)À» ´É°¡ÇÏ´Â ÀÔÁö¸¦ À¯ÁöÇÏ°í ÀÖ´Ù.


2021³â, ¼öµ¾¹° °ø±Þ¸Á(water network) ¼Õ½ÇÀº Àü ¼¼°èÀûÀ¸·Î °¡Àå ³·Àº ºñÀ²¿¡ ¼ÓÇÏ´Â ºÏ¾Æ¸Þ¸®Ä«ÀÇ 15%¿¡ ºñÇØ 5.3%·Î °¨¼ÒÇß´Ù. ÀÌ´Â ¸ðµç ºÐ¾ß¿¡¼­ ±×¸®°í Àü ¼¼°è ÃÖ°í À¯Æ¿¸®Æ¼ Áß °¡Àå ¶Ù¾î³­ °Í Áß Çϳª·Î¼­ DEWAÀÇ ÀÔÁö¸¦ °­È­ÇÏ°í ÀÖ´Ù.


DEWAÀÇ MD °â CEOÀÎ HE »çÀÌµå ¸ðÇÏ¸Þµå ¾Ë Å¸À̾î(HE Saeed Mohammed Al Tayer)´Â DEWA°¡ ÀÚ»çÀÇ µðÁöÅÐ ºÎ¹®ÀÎ µðÁöÅÐ µÎ¹ÙÀÌ ¼öÀü·Âû(Digital DEWA)¸¦ ÅëÇØ °ø±â¾÷ÀÇ °³³äÀ» ÀçÆíÇÏ´Â ÇÑÆí, AI¿Í µðÁöÅÐ ¼­ºñ½ºÀÇ È°¿ëÀ» È®´ëÇÏ´Â µ¿½Ã¿¡ Àç»ý ¿¡³ÊÁö¿Í ÀúÀåÀ» À§ÇÑ ¼¼°è ÃÖÃÊÀÇ µðÁöÅÐ À¯Æ¿¸®Æ¼(digital utility)°¡ µÇ±â À§ÇØ ³ë·ÂÇÏ°í ÀÖ´Ù°í ¾ð±ÞÇß´Ù.


ÀÌ´Â ¾Æ¶ø¿¡¹Ì¸®Æ®(UAE) ºÎÅë·É °â ÃѸ®ÀÌÀÚ µÎ¹ÙÀÌ ÅëÄ¡ÀÚÀÎ ¼ÎÀÌÅ© ¸ðÇÏ¸Þµå ºó ¶ó½Ãµå ¾Ë ¸·Åù(Sheikh Mohammed bin Rashid Al Maktoum)ÀÌ ½ÃÀÛÇÑ ¡®µÎ¹ÙÀÌ 10X À̴ϼÅƼºê(Dubai 10X initiative)¡¯¸¦ µÞ¹ÞħÇÑ´Ù.


DEWAÀÇ HE »çÀÌµå ¸ðÇÏ¸Þµå ¾Ë Å¸À̾î MD °â CEO´Â ¡°¿ì¸®´Â ¡®UAE ¹° ¾Èº¸ Àü·« 2036(UAE Water Security Strategy 2036)¡¯ÀÇ ¸ñÇ¥¸¦ ´Þ¼ºÇϱâ À§ÇØ ³ë·ÂÇÏ°í ÀÖ´Ù. ¿ì¸®´Â 2071³â 100Áֳ⠱â³äÀϱîÁö UAE¸¦ ¼¼°è ¼±µÎ ±¹°¡·Î ¸¸µé±â À§ÇÑ ÇâÈÄ 50³â°£ÀÇ µµÀü¿¡ ´ëÇÑ »çÀü ¿¹¹æÀû ÇØ°áÃ¥À» Áö¼ÓÀûÀ¸·Î °³¹ßÇÏ°í ÀÖ´Ù¡±¶ó°í ¸»Çß´Ù.

 

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DEWAÀÇ ÃÑ ¹° »ý»ê´É·ÂÀº ¿ª»ïÅõ(RO)¸¦ »ç¿ëÇÏ´Â 63MIGD((28¸¸7õ280§©/ÀÏ)¸¦ Æ÷ÇÔÇÏ¿© ÇÏ·ç¿¡ 4¾ï9õ¸¸ MIGD(223¸¸4õ400§©/ÀÏ)ÀÇ ´ã¼öÈ­¿¡ µµ´ÞÇß°í, 2021³â ¸»±îÁö µÎ¹ÙÀÌ Àü¿ª¿¡ °ÉÃÄ ¼Û¼ö°ü ¹× ¹èÀü¼±ÀÇ Àüü ±æÀÌ´Â 1¸¸3õ592km¿¡ ´ÞÇÑ´Ù.  [»çÁøÃâó(Photo source) = µÎ¹ÙÀ̼öÀü·Âû(DEWA)]


±×´Â ÀÌ¾î ¡°ÀÌ´Â ¾¾°ÔÀÌÆ®(Seagate)ÀÇ Ã·´Ü ½º¸¶Æ® ±×¸®µå¿Í ÃֽŠ4Â÷ »ê¾÷ Çõ¸í ±â¼ú ¹× È¿°úÀûÀÎ °Å¹ö³Í½º °üÇàÀ» È°¿ëÇÏ¿© È¿À²¼ºÀ» ³ôÀÌ°í µÎ¹ÙÀ̸¦ ±ú²ýÇÑ ¿¡³ÊÁö, ¹°, ³ì»ö °æÁ¦ÀÇ ±Û·Î¹ú ¸ðµ¨·Î ¸¸µå´Â µ¶Æ¯ÇÑ °æÇèÀ» °³¹ßÇÔÀ¸·Î½á ½ÇÇöµÈ´Ù¡±¶ó¸é¼­ ¡°DEWAÀÇ ÃֽŠÀÎÇÁ¶ó, Çõ½Å ¹× ¹Ì·¡ ¿¹ÃøÀ» À§ÇÑ ÃֽŠµµ±¸¸¦ äÅÃÇÑ DEWA´Â °¡¿ë¼º, ½Å·Ú¼º ¹× È¿À²¼ºÀÇ ÃÖ°í Ç¥ÁØ¿¡ µû¶ó Áõ°¡ÇÏ´Â µÎ¹ÙÀÌÀÇ ¹° ¼ö¿ä¸¦ ÃæÁ·½ÃÅ°´Â µ¥ µµ¿òÀÌ µÇ¾ú´Ù¡±¶ó°í µ¡ºÙ¿´´Ù.


¾Ë ŸÀ̾î MD °â CEO´Â ƯÈ÷ ¡°DEWAÀÇ ÃÑ ¹° »ý»ê´É·ÂÀº ¿ª»ïÅõ(RO)¸¦ »ç¿ëÇÏ´Â 63MIGD((28¸¸7õ280§©/ÀÏ)¸¦ Æ÷ÇÔÇÏ¿© ÇÏ·ç¿¡ 4¾ï9õ¸¸ MIGD(223¸¸4õ400§©/ÀÏ)ÀÇ ´ã¼öÈ­¿¡ µµ´ÞÇß°í, 2021³â ¸»±îÁö µÎ¹ÙÀÌ Àü¿ª¿¡ °ÉÃÄ ¼Û¼ö°ü ¹× ¹èÀü¼±ÀÇ Àüü ±æÀÌ´Â 1¸¸3õ592km¿¡ ´ÞÇÑ´Ù¡±¶ó¸é¼­ ¡°ÀÌ´Â DEWA°¡ µÎ¹ÙÀÌ¿¡ °ÅÁÖÇÏ´Â 350¸¸ ¸í ÀÌ»óÀÇ »ç¶÷µé°ú ¼ö¹é¸¸ ¸íÀÇ ¹æ¹®°´µéÀ» À§ÇØ ¼­ºñ½º¸¦ À¯ÁöÇÏ´Â µ¥ µµ¿òÀÌ µÈ´Ù¡±°í °­Á¶Çß´Ù.


AI¸¦ È°¿ëÇÑ ¼öµµ¸ÁÀÇ È¿À²¼ºÀ» Çâ»ó½ÃÅ°´Â DEWAÀÇ ´ëÇ¥ÀûÀÎ Çõ½ÅÀ¸·Î´Â °è·®±â Áø´Ü µ¥ÀÌÅ͸¦ È°¿ëÇØ ¼­ºñ½º Áß´ÜÀ» °¨ÁöÇÏ°í ÀÚµ¿À¸·Î ½ÃÁ¤ ÀýÂ÷¸¦ ½ÃÀÛÇÏ´Â ¡®iService¡¯ÀÌ´Ù. ½º¸¶Æ® °è·®±â ¾Ë¸²À» ±â¹ÝÀ¸·Î ÇÑ °è·®±â º¯Á¶ ¹× ºÎÁ¤ ÇàÀ§ °¨Áö, ÇÏÀ̵å·Î³Ý ÇÁ·ÎÁ§Æ®(Hydronet project) µîÀÌ ÀÖ´Ù. DEWA´Â AI¿Í µö ·¯´×(Deep Learning)À» »ç¿ëÇÏ¿© µÎ¹ÙÀÌÀÇ ¼öµµ¸ÁÀ» ¿ø°ÝÀ¸·Î ¸ð´ÏÅ͸µÇÏ°í Á¦¾îÇÒ ¼ö ÀÖµµ·Ï °³¹ßµÇ¾ú´Ù.

 

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AI¸¦ È°¿ëÇÑ ¼öµµ¸ÁÀÇ È¿À²¼ºÀ» Çâ»ó½ÃÅ°´Â DEWAÀÇ ´ëÇ¥ÀûÀÎ Çõ½ÅÀ¸·Î´Â °è·®±â Áø´Ü µ¥ÀÌÅ͸¦ È°¿ëÇØ ¼­ºñ½º Áß´ÜÀ» °¨ÁöÇÏ°í ÀÚµ¿À¸·Î ½ÃÁ¤ ÀýÂ÷¸¦ ½ÃÀÛÇÏ´Â ¡®iService¡¯ÀÌ´Ù. [»çÁøÃâó(Photo source) = µÎ¹ÙÀ̼öÀü·Âû(DEWA)]

 

ÀÌ ÇÁ·ÎÁ§Æ®´Â ¸ðµç ½ºÄ«´Ù ½Ã½ºÅÛ(SCADA system)°ú ÅëÇÕµÉ ¼ö ÀÖÀ¸¸ç ³×Æ®¿öÅ©ÀÇ ÇöÀç »óÅ¿¡ ´ëÇÑ ½Ç½Ã°£ ÅëÂû·ÂÀ» Á¦°øÇÑ´Ù. ±×°ÍÀº ¶ÇÇÑ »ç¶÷ÀÇ °³ÀÔ ¾øÀÌ ¸î ÃÊ ¾È¿¡ ´©¼ö¸¦ °íÄ¥ ¼ö ÀÖ´Ù. ÀÌ´Â µÎ¹ÙÀÌÀÇ ¼öµµ¸Á°ú ÆÄÀÌÇÁ¶óÀÎ °Ý¸®ÀÇ È¿À²¼ºÀ» Áõ°¡½ÃÄÑ ½Ã°£°ú ³ë·ÂÀ» Àý¾àÇÑ´Ù.


ÀÌ ÇÁ·ÎÁ§Æ®´Â ¡®¾ÆÀ̵ð¾î½º ¾Æ¸Þ¸®Ä« 2020(Ideas America 2020)¡¯¿¡¼­ ¡®¿ÃÇØÀÇ ½Ç¹ö ÆÀ ¾ÆÀ̵ð¾î »ó(Silver Team Idea of the Year award)¡¯À» ¼ö»óÇß´Ù. ¶ÇÇÑ DEWA´Â ½º¸¶Æ® ´ëÀÀ(Smart Response) À̴ϼÅƼºê¿¡ µû¶ó ¼öµµ °è·®±â »ç¿ë ÈÄ ¼öµµ ¿¬°áºÎÀÇ ´©¼ö¸¦ °¨ÁöÇÏ´Â µ¥ µµ¿òÀÌ µÇ´Â ¼öµµ »ç¿ë·® °æ°í¸¦ Á¦°øÇÏ°í ÀÖ´Ù. ¹° ¼Òºñ·®ÀÌ ºñÁ¤»óÀûÀ¸·Î Áõ°¡ÇÒ °æ¿ì °í°´¿¡°Ô ¹®ÀÚ¸Þ½ÃÁö¸¦ ¹ß¼ÛÇÑ´Ù.



[¿ø¹®º¸±â]


DEWA uses AI to improve the efficiency of the water network


Dubai Electricity and Water Authority (DEWA) has developed several innovations using Artificial Intelligence (AI) to improve the efficiency of operations in Dubai¡¯s water network, monitor cyberattacks, leaks, and faults, and isolate and repair them immediately. 


These innovative solutions also predict malfunctions of smart meters and pumps based on sensor data, in addition to automating the notifications that are sent to customers in the event of a potential water leak on their premises. 


This enhances the competitiveness of Dubai, supports DEWA¡¯s continuous efforts to reduce carbon dioxide emissions, and maintains its position as it surpasses major European and American utilities in several indicators. 


In 2021, water network losses were reduced to 5.3%, compared to 15% in North America, which is among the lowest rate worldwide. This enhances DEWA¡¯s position as one of the most outstanding in all areas and among the top utilities worldwide.


HE Saeed Mohammed Al Tayer, MD & CEO of DEWA, noted that DEWA is working to reshape the concept of a utility through Digital DEWA, its digital arm, to become the first digital utility in the world with autonomous systems for renewable energy and storage, while expanding the use of AI and digital services. 


This supports the Dubai 10X initiative launched by His Highness Sheikh Mohammed bin Rashid Al Maktoum, Vice President and Prime Minister of the UAE and Ruler of Dubai.


¡°We seek to achieve the objectives of the UAE Water Security Strategy 2036. We continue developing proactive solutions for the challenges of the next 50 years to make the UAE the world¡¯s leading nation by its Centennial in 2071. 


This is by using our advanced smart grid and the latest Fourth Industrial Revolution technologies as well as effective governance practices to raise efficiency and develop unique experiences that make Dubai a global model for clean energy, water, and green economy. 


The state-of-the-art infrastructure of DEWA, adopting innovation and the latest tools for anticipating the future, as well as sound scientific planning, have helped it keep pace with the growing demand for water in Dubai according to the highest standards of availability, reliability, and efficiency. 


DEWA¡¯s total production capacity has reached 490 Million Imperial Gallons per Day (MIGD) of desalinated water, including 63 MIGD using Reverse Osmosis (RO). The full length of water transmission and distribution lines has reached 13,592 kilometres across Dubai by the end of 2021. This helps DEWA maintain its services for more than three and a half million people who live in Dubai and millions of visitors,¡± said Al Tayer.


Among the most prominent innovations by DEWA using AI to enhance the efficiency of the water network is the ¡®iService¡¯, which utilises meter diagnostics data to detect service interruptions and initiate rectification procedures automatically; Meter Tampering and Fraud detection that is based on smart meter notifications; and the Hydronet project, that DEWA has developed to use AI and Deep Learning to remotely monitor and control the water network in Dubai. 


The project can be integrated with any SCADA system and provides real-time insights into the current state of the network. It can also fix leaks in seconds without human intervention. This increases the efficiency of the water network and the pipeline isolation in Dubai, saving time and effort. 


The project has won the Silver Team Idea of the Year award at Ideas America 2020. DEWA also provides the High-Water Usage Alert under the Smart Response initiative to help customers detect leakages in water connections after the meter. It sends a text message to the customer in case of an unusual rise in water consumption.


[Ãâó=µÎ¹ÙÀ̼öÀü·Âû(DEWA)(https://www.dewa.gov.ae/en/about-us/media-publications/latest-news/2022/07/dewa-uses-ai-to-improve-the-efficiency-of-the-water-network) / 2022³â 8¿ù 1ÀÏ]

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