作業基礎成本制度（Activity-Based Costing, ABC）為現行管理會計制度中，為較多企業所採用之制度，吳安妮教授在經過多年理論與實務之研究後，將ABC制度IT系統商品化，並與許多不同的制度整合為一體，命名為「作業價值管理系統（Activitiy Value Management System,AVMS）」，藉由作業價值管理能提供管理階層正確、即時、攸關之資訊，並協助其做出較適當之管理決策。 　　大數據（Big Data）被許多產業所使用，藉由歷史資料與未來預測，開創了新市場與新商業模式，而大數據也結合了許多制度，例如工業4.0、物聯網等，但卻沒有與管理會計相結合之研究，本研究藉由作業價值管理與產能管理之結合進行大數據之分析，初步的將管理會計與大數據結合，並同時協助個案公司發現有關產能管理之問題，並改善之。 　　本研究使用個案研究法，個案公司為一民防工程與地下空間設計之公司，藉由該個案公司所處產業之產業資料、未來趨勢、競爭者資料、作業價值管理資料等，分析找出個案公司之產能管理問題，並協助個案公司解決所發現之問題以提升管理之效率。 / Activity-Based Costing (ABC) is a well-known management accounting method and used by many companies. After professor An Wu’s 30-years research, she put Activity-Based Costing into IT system and named it Activity Value Management System (AVMS). This system provides correct and immediate information for company’s manager which can help them making a good decision. 　　Big data Analysis is used by many industry for creating new markets and new business models. Big Data Analysis combined with many systems such as Industry 4.0 and Internet of Things (IOT), but there aren’t any integration with management accounting. In this thesis we will Integrate Activity Value Management and Capacity Management with Big Data Analysis. By doing so, this can help the company reviving and solving the problem of Capacity Management. 　　The thesis is a case study with a China Basement designing company. Using the industry information, future trends, Competitor information and AVM data we can not only figure out the problem of Capacity Management that the company is facing but also help the company solving them.

在新製造環境下，由於昂貴自動化設備之引進及人工成本之提高，因而設備成本及人工成本於產品成本中所佔之比率亦相對地重要，然而若是採用了不恰當的產能觀念與數據，其所造成對產品成本分攤比率的影響非常大，亦即將設備及人力閒置產能（idle capacity）的成本分攤至完成的產品上，也就造成了成本資訊的扭曲。而缺乏有效地結合產能成本的產能管理制度，其結果導致多數的企業均忽略其重要性或是將無附加價值的產能成本（capacity cost）分攤於產品成本之中，造成企業於制定價格決策或選擇訂單決策時，引用了不恰當的資訊，並減低了企業之競爭力。 本研究的目的，擬針對產能成本及產能管理作進一步探討，瞭解其對企業界之決策方面的影響程度。本研究係以國內一通信電纜公司作為研究對象，並以個案及田野研究的方式來探討產能成本及產能管理之相關議題，以提供給相同產業的其他公司，或其他產業作為採行此技術時的參考。 本研究之研究主題包括下列二大項： 一、 建立一套作業制成本制觀念下的產能成本制度，並依據作業制成本制的架構來計算產能成本。 二、 運用所建立的產能成本制度及其所提供的產能成本資訊來協助產能管理。 本研究採用個案研究之方式，將產能成本管理制度之整體架構實施於個案公司內，期能透過此研究方法瞭解產能成本管理之整體架構，以彌補目前文獻中偏重理論探討而缺乏實務研究之缺點。 本研究透過作業制成本制度的適當設計，企業可以獲致設備與人員方面的產能成本，使得管理當局得以瞭解各作業之產能成本，再根據設備與人員方面不同的特性加以妥善管理，可獲致排程管理、閒置產能開發、產品定價決策、提昇產品附加價值（value added）及加強生產管理等效益。 因此，在產能成本管理制度所提供的產能成本資訊中，管理當局除了可以看出各作業尚有多少閒置產能改善的空間之外，尚可於生產之前即可得知瓶頸部門之所在，藉以預先進行生產排程管理，俾降低瓶頸部門之影響；另外，對於資本決策方面所需的資訊，亦可由本制度的資訊中獲得，避免不必要之資本支出；本研究對於日益競爭的產業環境而言，實為一不可或缺之管理工具，藉由本研究所提出之產能成本管理制度的設計與實施，不僅可提升產能管理決策、瓶頸部門管理、資本決策、定價決策等之決策品質，並可間接地降低成本，達到提昇企業競爭力之目的。 / In today’s manufacturing environment, the percentage of equipment cost and labor cost of product cost have became very important, because of expensive auto-machine and high labor cost. If introduce incorrect concept and information of capacity, it would influence the allocation of product cost, that is, allocate the idle capacity cost of equipment and labor to the cost of finished goods. Fail to link capacity cost to capacity management system, it would allocate the non-value-added capacity cost to product cost, and would lead business to “death spiral” because of using incorrect-information for pricing-decision and order-selection-decision. The purpose of the study is to research the influences of business decision-making with the information of capacity cost and capacity management. The research method that I used is case study and field study in a communication cable manufacturing company. The study includes two themes: 1. Building a capacity oriented Activity-Based Costing system, and calculating capacity cost according the ABC system. 2. Using the information of capacity cost system to assist the management of capacity. The study is case study and performs the designed capacity cost management system to the company, I expect to understand the frame of capacity cost management and expand existing literatures that focus on theoretical research to applied research. Through the designed capacity-oriented ABC system, business could get the information of capacity cost between equipment and employee. Using the information of capacity cost, business could get the advantages of order-scheduling management、idle-capacity management、pricing-decision、promoting value-added of products and strengthening production management. Finally, management team could understand the unused-capacity of each activity from the capacity-oriented ABC system, and could predict the bottle-neck department before manufacturing. Management team could reduce the influence of bottle-neck through order-scheduling management. And, management team could avoid unnecessary capital expenditure from the system. For today’s competitive environment, the capacity-oriented ABC system was very important for management, it could promote the quality of decision-making of capacity management、bottle-neck management、capital management、pricing management, and then, increase the competition advantages by reducing product cost indirectly.