環保專案成果報告查詢系統

專案計畫編號
經費年度	113
計畫經費	5,500 千元
預算科目	地方政府執行空氣污染防制工作
專案開始日期	2024/01/02
專案結束日期	2024/11/30
專案主持人	王應堂
主辦單位	臺南市政府環境保護局
承辦人	王秀惠
執行單位	堃捷工程股份有限公司
專案分類	大氣空氣
中文關鍵字	113年度臺南市逸散源空污AI科技監控計畫
英文關鍵字	Tainan City Air Pollution Source AI Technology Monitoring Project 2014
協同主持人
共同主持人
計畫聯絡人	陳彥呈
計畫聯絡電話	06-6331955
計畫聯絡信箱	sucky35431@gmail.com

中文摘要	統計計畫執行期間，113年1月02日至113年11月30日止智能監控設備已完成架設3處，1處廟會智能監控另2處為農廢露燃智能監控，配合廟會繞境聯合稽查小組作業計畫執行期間共執行30場次，根據107年至112年廟會陳情熱區的分析，發現中西區及北區的廟會活動較為頻繁；廟會智能監控設備於113年2月19日提送規劃書，選定中西區富驛時尚酒店及YES遠東漢中揚大樓作為設備設置地點，監控範圍涵蓋127間寺廟；截至10月31日，廟會智能監控系統偵測到196筆，AI自動辨識出145筆，於3月份，新增耀光辨識後，煙火捕捉率從初期的5至6成提高到7成，因此改善了捕捉煙火的效果，雖然8月份因農曆7月廟宇施放煙火數量較少，但於9月份隨著廟會活動和中秋節的到來，煙火數量增加，經過不斷精進，煙火的辨識捕捉率提升至74.0%。農廢露燃智能監控方面根據112年臺南市消防局的火災露燃案件統計分析結果熱區為下營、官田、西港、安定、關廟、安南等。為提高即時通報效益並加強管制，本計畫在這些高潛勢區域安裝了露燃智能監控設備，截至11月25日，官田鋼鐵官田廠的設備共辨識66件露天燃燒事件，其中僅有1件與消防局火警登入系統的案件吻合；偵測座標的平均誤差約556公尺，造成誤差的原因主要是前方有遮蔽物，在無遮蔽物的情況下，誤差可縮小至300公尺內；中信金融管理學院的設備辨識出14件案件，同樣僅有1件符合消防局火警登入系統的案件紀錄，誤差約為329公尺，在無遮蔽物時可縮小至100公尺以內。研判火災影響空氣品質啟動緊急應變作業條件為火警出動分隊數大於8分隊啟動緊急應變作業，並立即連繫消防局，若大於10分隊將通知各計畫執行相關權責及每30分鐘分析一次空品概況圖。自計畫開始執行至113年11月25日，空噪科Track AIR通報及主管通知的案件共有131件，其中，有28件案件進行了火災空品分析，另外103件則未啟動應變機制。根據不同火災類別，工廠及倉庫火災發生次數有122場，廢棄物回收廠火災3場，異味火災與廢棄物火災各2場，百貨五金店火警2場；於發佈臉書訊息共有25場次，跑馬燈發佈17場次，鋼瓶採樣3場次，PTT回覆8場次，LINE發佈16場次，以及跨局處通報25場次。
中文關鍵字	113年度臺南市逸散源空污AI科技監控計畫

中文摘要

統計計畫執行期間，113年1月02日至113年11月30日止智能監控設備已完成架設3處，1處廟會智能監控另2處為農廢露燃智能監控，配合廟會繞境聯合稽查小組作業計畫執行期間共執行30場次，根據107年至112年廟會陳情熱區的分析，發現中西區及北區的廟會活動較為頻繁；廟會智能監控設備於113年2月19日提送規劃書，選定中西區富驛時尚酒店及YES遠東漢中揚大樓作為設備設置地點，監控範圍涵蓋127間寺廟；截至10月31日，廟會智能監控系統偵測到196筆，AI自動辨識出145筆，於3月份，新增耀光辨識後，煙火捕捉率從初期的5至6成提高到7成，因此改善了捕捉煙火的效果，雖然8月份因農曆7月廟宇施放煙火數量較少，但於9月份隨著廟會活動和中秋節的到來，煙火數量增加，經過不斷精進，煙火的辨識捕捉率提升至74.0%。農廢露燃智能監控方面根據112年臺南市消防局的火災露燃案件統計分析結果熱區為下營、官田、西港、安定、關廟、安南等。為提高即時通報效益並加強管制，本計畫在這些高潛勢區域安裝了露燃智能監控設備，截至11月25日，官田鋼鐵官田廠的設備共辨識66件露天燃燒事件，其中僅有1件與消防局火警登入系統的案件吻合；偵測座標的平均誤差約556公尺，造成誤差的原因主要是前方有遮蔽物，在無遮蔽物的情況下，誤差可縮小至300公尺內；中信金融管理學院的設備辨識出14件案件，同樣僅有1件符合消防局火警登入系統的案件紀錄，誤差約為329公尺，在無遮蔽物時可縮小至100公尺以內。研判火災影響空氣品質啟動緊急應變作業條件為火警出動分隊數大於8分隊啟動緊急應變作業，並立即連繫消防局，若大於10分隊將通知各計畫執行相關權責及每30分鐘分析一次空品概況圖。自計畫開始執行至113年11月25日，空噪科Track AIR通報及主管通知的案件共有131件，其中，有28件案件進行了火災空品分析，另外103件則未啟動應變機制。根據不同火災類別，工廠及倉庫火災發生次數有122場，廢棄物回收廠火災3場，異味火災與廢棄物火災各2場，百貨五金店火警2場；於發佈臉書訊息共有25場次，跑馬燈發佈17場次，鋼瓶採樣3場次，PTT回覆8場次，LINE發佈16場次，以及跨局處通報25場次。

中文關鍵字

113年度臺南市逸散源空污AI科技監控計畫

類型	檔名	檔案大小	說明	最新版公開日期
期末報告	113年AI期末定稿本.pdf	42MB		2025/1/31 上午 12:00:00

摘要	Statistics for the execution period of the project, from January 2 to November 30, 2024, indicate that three intelligent monitoring devices have been installed. One monitors temple events and the other two monitor agricultural waste open burning. During the execution of the joint inspection team operations for temple parades, 30 events were conducted. An analysis of temple complaints from 2018 to 2023 showed that temple activities were more frequent in the Central West and North Districts. The intelligent monitoring equipment for temples was planned on February 19, 2024, with Futai Boutique Hotel in the Central West District and YES Far East Hanzhongyang Building selected as installation sites, covering 127 temples. As of October 31, the system detected 196 instances and AI automatically identified 145. With the addition of Yaoguang recognition in March, the fireworks capture rate improved from 50%-60% to 70%, although fewer fireworks in August due to the lunar July saw an increase during temple activities and the Mid-Autumn Festival in September, enhancing the recognition rate to 74.0%. A planning document for temple festival monitoring was submitted on February 19, 2024. The locations chosen for equipment installation were the FX Hotel in the Central West District and the YES Far Eastern Hanzhongyang building, covering 127 temples. As of October 31, the temple monitoring system detected 196 incidents, with AI automatically recognizing 145 of them. In March, the firework capture rate increased from an initial 50-60% to 70%.Regarding agricultural waste open-burning monitoring, statistics from the Tainan City Fire Department for 2023 identified hotspots for fire incidents in Xiaying, Guantian, Xigang, Anding, Guanmiao, and Annan. To enhance immediate reporting and strengthen control, monitoring equipment has been installed in these high-risk areas. As of October 31, the equipment at the Guantian Steel Plant in Guantian identified 66 open burning incidents, with only one matching the Fire Department's recorded cases. The average coordinate error was approximately 556 meters, primarily due to obstructions, which could be reduced to less than 300 meters without such obstructions. The equipment at China Credit Information Service Management College identified 14 incidents, with only one matching official records, resulting in an error of about 329 meters, which could be reduced to under 100 meters when unobstructed. The conditions for initiating emergency response operations due to fire impacting air quality require the deployment of more than eight fire units, prompting immediate contact with the fire department. If more than ten units are deployed, relevant authorities are notified, and air quality overview diagrams are analyzed every 30 minutes. From the start of the project to November 25, 2024, there were 131 cases reported by Track AIR and notified by authorities. Among these, 28 cases underwent fire air quality analysis, while 103 did not activate the response mechanism. Based on different types of fires, there were 122 factory and warehouse fires, 3 waste recycling plant fires, 2 odor-related fires, 2 waste fires, and 2 fires at hardware stores. There were 25 cases where messageswere posted on Facebook, 17 cases where ticker messages were issued, 3 gas sampling events, 8 responses on PTT, 16 announcements on LINE, and 25 cross-department notifications.
英文關鍵字	Tainan City Air Pollution Source AI Technology Monitoring Project 2014

摘要

Statistics for the execution period of the project, from January 2 to November 30, 2024, indicate that three intelligent monitoring devices have been installed. One monitors temple events and the other two monitor agricultural waste open burning. During the execution of the joint inspection team operations for temple parades, 30 events were conducted. An analysis of temple complaints from 2018 to 2023 showed that temple activities were more frequent in the Central West and North Districts. The intelligent monitoring equipment for temples was planned on February 19, 2024, with Futai Boutique Hotel in the Central West District and YES Far East Hanzhongyang Building selected as installation sites, covering 127 temples. As of October 31, the system detected 196 instances and AI automatically identified 145. With the addition of Yaoguang recognition in March, the fireworks capture rate improved from 50%-60% to 70%, although fewer fireworks in August due to the lunar July saw an increase during temple activities and the Mid-Autumn Festival in September, enhancing the recognition rate to 74.0%. A planning document for temple festival monitoring was submitted on February 19, 2024. The locations chosen for equipment installation were the FX Hotel in the Central West District and the YES Far Eastern Hanzhongyang building, covering 127 temples. As of October 31, the temple monitoring system detected 196 incidents, with AI automatically recognizing 145 of them. In March, the firework capture rate increased from an initial 50-60% to 70%.Regarding agricultural waste open-burning monitoring, statistics from the Tainan City Fire Department for 2023 identified hotspots for fire incidents in Xiaying, Guantian, Xigang, Anding, Guanmiao, and Annan. To enhance immediate reporting and strengthen control, monitoring equipment has been installed in these high-risk areas. As of October 31, the equipment at the Guantian Steel Plant in Guantian identified 66 open burning incidents, with only one matching the Fire Department's recorded cases. The average coordinate error was approximately 556 meters, primarily due to obstructions, which could be reduced to less than 300 meters without such obstructions. The equipment at China Credit Information Service Management College identified 14 incidents, with only one matching official records, resulting in an error of about 329 meters, which could be reduced to under 100 meters when unobstructed. The conditions for initiating emergency response operations due to fire impacting air quality require the deployment of more than eight fire units, prompting immediate contact with the fire department. If more than ten units are deployed, relevant authorities are notified, and air quality overview diagrams are analyzed every 30 minutes. From the start of the project to November 25, 2024, there were 131 cases reported by Track AIR and notified by authorities. Among these, 28 cases underwent fire air quality analysis, while 103 did not activate the response mechanism. Based on different types of fires, there were 122 factory and warehouse fires, 3 waste recycling plant fires, 2 odor-related fires, 2 waste fires, and 2 fires at hardware stores. There were 25 cases where messageswere posted on Facebook, 17 cases where ticker messages were issued, 3 gas sampling events, 8 responses on PTT, 16 announcements on LINE, and 25 cross-department notifications.

英文關鍵字

Tainan City Air Pollution Source AI Technology Monitoring Project 2014