環保專案成果報告查詢系統

專案計畫編號
經費年度	110
計畫經費	19,500 千元
預算科目	數位建設-建構開放政府及智慧城鄉服務
專案開始日期	2021/02/24
專案結束日期	2021/12/31
專案主持人	陳家磐
主辦單位	監資處
承辦人	黃健瑋
執行單位	財團法人工業技術研究院
專案分類	環境監測及檢測
中文關鍵字	智慧化巡檢、移動感測、動態校正
英文關鍵字	Intelligent inspection, Mobile sensing, Dynamic calibration
協同主持人	陳范倫
共同主持人
計畫聯絡人	呂秀月
計畫聯絡電話	03-5916337#
計畫聯絡信箱	hsiu@itri.org.tw

中文摘要	在延續106年度至109年度環境感測物聯網相關計畫所建立的基礎下，本計畫協助環保署運用微型感測器、數據檢校分析等強化智慧化環境物聯網系統。已完成國際環境物聯網應用之資訊收集與分析、國內空品感測應用調查，並針對未來可國產化環境感測元件項目及技術提出建議；移動式感測器(MoT)則藉由優化機構設計縮小整體體積，並藉由調校技術、動態測試比對提升與驗證設備的一致性與精準度，同時延伸至臺中港進行移動感測與輔助道路高污染車輛篩選與舉發之應用，有利於未來擴大跨域應用；陣列式感測物聯網(AoT)則完成了示範場域之布建與驗證，藉由多元環境數據感測與分析，解析區域環境不同構面，並透過場域試驗驗證整體可行性。未來可整合政府資源、異質感測資訊，延伸應用範疇，創造更多加值與擴散效益。提升環境感測數據品質與應用實務則針對感測數據進行雲端巡檢、感測器動態校正及衰減等分析，並提供相關分析結果與感測器異常管理、校正公式優化等建議予環保署及地方環保局，強化整體數據品質；與地方政府合辦進度，已陸續達成全國10,011感測器之布建及維運成效，並持續協助環保局完成相關經費等執行作業，以及彙整地方政府感測物聯網運作情形，給予環保局相關建議和協助，並協助查驗地方政府維運感測器點位、數據品質滿意度等；整合驗證環境感測物聯網執行成效方面，對內協助管考環境品質感測物聯網計畫進度，對外則配合上級管考單位要求，精進整體計畫推動，並藉由專屬網站與活動辦理，彙整與宣傳計畫成果。故本計畫於110年2月底執行至今，已完成評估國內外物聯網現況並提出分析、移動式感測器(MoT)研發與應用分析、陣列式感測物聯網(AoT)跨域加值應用及場域驗證、提升環境感測數據品質與應用實務、協助地方政府感測物聯網建置工作、整合驗證環境感測物聯網執行成效等工項之90%執行進度，並符合期末報告之要求。而透過本計畫之執行，提升了感測數據品質，並發展智慧城市與環境執法的應用實務等，並以臺灣為驗證場域，強化發揮輔助環境智慧執法的成效，達到優化環境品質感測物聯網體系、深化環境聯網智慧應用、民眾有感等效益，並持續朝「萬物聯網、環境優化、創新研發、驅動產業」的計畫願景邁進與實現。
中文關鍵字	智慧化巡檢、移動感測、動態校正

中文摘要

在延續106年度至109年度環境感測物聯網相關計畫所建立的基礎下，本計畫協助環保署運用微型感測器、數據檢校分析等強化智慧化環境物聯網系統。已完成國際環境物聯網應用之資訊收集與分析、國內空品感測應用調查，並針對未來可國產化環境感測元件項目及技術提出建議；移動式感測器(MoT)則藉由優化機構設計縮小整體體積，並藉由調校技術、動態測試比對提升與驗證設備的一致性與精準度，同時延伸至臺中港進行移動感測與輔助道路高污染車輛篩選與舉發之應用，有利於未來擴大跨域應用；陣列式感測物聯網(AoT)則完成了示範場域之布建與驗證，藉由多元環境數據感測與分析，解析區域環境不同構面，並透過場域試驗驗證整體可行性。未來可整合政府資源、異質感測資訊，延伸應用範疇，創造更多加值與擴散效益。提升環境感測數據品質與應用實務則針對感測數據進行雲端巡檢、感測器動態校正及衰減等分析，並提供相關分析結果與感測器異常管理、校正公式優化等建議予環保署及地方環保局，強化整體數據品質；與地方政府合辦進度，已陸續達成全國10,011感測器之布建及維運成效，並持續協助環保局完成相關經費等執行作業，以及彙整地方政府感測物聯網運作情形，給予環保局相關建議和協助，並協助查驗地方政府維運感測器點位、數據品質滿意度等；整合驗證環境感測物聯網執行成效方面，對內協助管考環境品質感測物聯網計畫進度，對外則配合上級管考單位要求，精進整體計畫推動，並藉由專屬網站與活動辦理，彙整與宣傳計畫成果。故本計畫於110年2月底執行至今，已完成評估國內外物聯網現況並提出分析、移動式感測器(MoT)研發與應用分析、陣列式感測物聯網(AoT)跨域加值應用及場域驗證、提升環境感測數據品質與應用實務、協助地方政府感測物聯網建置工作、整合驗證環境感測物聯網執行成效等工項之90%執行進度，並符合期末報告之要求。而透過本計畫之執行，提升了感測數據品質，並發展智慧城市與環境執法的應用實務等，並以臺灣為驗證場域，強化發揮輔助環境智慧執法的成效，達到優化環境品質感測物聯網體系、深化環境聯網智慧應用、民眾有感等效益，並持續朝「萬物聯網、環境優化、創新研發、驅動產業」的計畫願景邁進與實現。

中文關鍵字

智慧化巡檢、移動感測、動態校正

類型	檔名	檔案大小	說明	最新版公開日期
期末報告	成果報告.pdf	30MB	成果報告	2022/3/1 上午 12:00:00

摘要	Based on the foundation established by the Environmental Sensing Internet of Things (IoT) related projects from the 2017 to 2020, this project assists the Environmental Protection Administration (EPA) to strengthen the intelligent environment Internet of Things system using micro-sensors, data calibration and analysis, etc. The information collection and analysis of international environmental Internet of Things applications and domestic air quality sensing application have been completed, and the suggestions for exploring future domestic environmental sensing component and technologies have been made. The overall volume of mobile sensors ( Mobile of Things, MoT) has been reduced by optimizing the design of the mechanism, and the consistency and accuracy of the equipment have been also improved and verified by adjusting technology and dynamic test comparison. Besides, the applications of MoT have been extended to Taichung Port for mobile sensing and to the assistance in evaluating the high-polluting vehicle. The aforementioned applications are conducive to the expansion of cross-domain applications in the future. The deployment and verification of the array of things (AoT) has completed at demonstration fields. Analyze different aspects of the regional environment through multiple environmental data sensing and analysis, and verify the overall feasibility through field tests. It can integrate government resources and heterogeneous sensing information, extend the scope of application, and create more value-added and diffusion benefits in the future. To improve the quality of environmental sensing data and application practices, perform cloud inspections, sensor dynamic calibration, and attenuation analysis for sensing data. The relevant analysis results, sensor abnormality management, correction formula optimization and other suggestions are provided to the EPA and Local environmental protection bureaus (EPB) to strengthen overall data quality. The progress of co-organizing with the local government has successively achieved the deployment and maintenance of 10,011 sensors nationwide, and PMO assist the EPA and EPB in completing relevant funding and other implementation tasks. PMO collects the conditions of IoT operation by the local governments and provides relevant suggestions and assistance to the EPB, and assists in the inspection of local government maintenance and operation sensor locations, data quality satisfaction, etc. In terms of integrating and verifying the implementation effect of environmental sensing IoT, PMO internally assists in the management of this total project progress, and cooperates with the requirements of the superior management examination unit to improve the overall project promotion. Besides, PMO organizes and publicizes the results of the project through the exclusive website and event management. Therefore, in this project, PMO has completed 90% of the contracted work items projects since February 2021, meeting the requirements of the end-of-term report. Through the implementation of this project, the quality of sensing data will be improved, and the application practices of smart cities and environmental law enforcement have been developed. This project uses Taiwan as the verification field to strengthen the effectiveness of assisting environmental smart law enforcement, and achieve the benefits of optimizing the environmental quality sensing IoT system, extending the intelligent application of environmental networking, and enhancing the public perception. PMO and EPA will continue to move towards and realize the project vision of "Internet of Everything, Environmental Optimization, Innovative R＆D, and Industry Driven".
英文關鍵字	Intelligent inspection, Mobile sensing, Dynamic calibration

摘要

Based on the foundation established by the Environmental Sensing Internet of Things (IoT) related projects from the 2017 to 2020, this project assists the Environmental Protection Administration (EPA) to strengthen the intelligent environment Internet of Things system using micro-sensors, data calibration and analysis, etc. The information collection and analysis of international environmental Internet of Things applications and domestic air quality sensing application have been completed, and the suggestions for exploring future domestic environmental sensing component and technologies have been made. The overall volume of mobile sensors ( Mobile of Things, MoT) has been reduced by optimizing the design of the mechanism, and the consistency and accuracy of the equipment have been also improved and verified by adjusting technology and dynamic test comparison. Besides, the applications of MoT have been extended to Taichung Port for mobile sensing and to the assistance in evaluating the high-polluting vehicle. The aforementioned applications are conducive to the expansion of cross-domain applications in the future. The deployment and verification of the array of things (AoT) has completed at demonstration fields. Analyze different aspects of the regional environment through multiple environmental data sensing and analysis, and verify the overall feasibility through field tests. It can integrate government resources and heterogeneous sensing information, extend the scope of application, and create more value-added and diffusion benefits in the future. To improve the quality of environmental sensing data and application practices, perform cloud inspections, sensor dynamic calibration, and attenuation analysis for sensing data. The relevant analysis results, sensor abnormality management, correction formula optimization and other suggestions are provided to the EPA and Local environmental protection bureaus (EPB) to strengthen overall data quality. The progress of co-organizing with the local government has successively achieved the deployment and maintenance of 10,011 sensors nationwide, and PMO assist the EPA and EPB in completing relevant funding and other implementation tasks. PMO collects the conditions of IoT operation by the local governments and provides relevant suggestions and assistance to the EPB, and assists in the inspection of local government maintenance and operation sensor locations, data quality satisfaction, etc. In terms of integrating and verifying the implementation effect of environmental sensing IoT, PMO internally assists in the management of this total project progress, and cooperates with the requirements of the superior management examination unit to improve the overall project promotion. Besides, PMO organizes and publicizes the results of the project through the exclusive website and event management. Therefore, in this project, PMO has completed 90% of the contracted work items projects since February 2021, meeting the requirements of the end-of-term report. Through the implementation of this project, the quality of sensing data will be improved, and the application practices of smart cities and environmental law enforcement have been developed. This project uses Taiwan as the verification field to strengthen the effectiveness of assisting environmental smart law enforcement, and achieve the benefits of optimizing the environmental quality sensing IoT system, extending the intelligent application of environmental networking, and enhancing the public perception. PMO and EPA will continue to move towards and realize the project vision of "Internet of Everything, Environmental Optimization, Innovative R＆D, and Industry Driven".

英文關鍵字

Intelligent inspection, Mobile sensing, Dynamic calibration