Search & Read at all times.
Your portable library is online!,Hello!
Search Symbol (Half-width) Description of Search Symbols
Space "AND" indicates the intertwining of key terms used in a search
Double Quotation Marks ("") ( " " ) Double quotation marks indicate the beginning and end of a phrase, and the search will only include terms that appear in the same order of those within the quotations. Example: "image process" : " image process "
? Indicates a variable letter. Entering two ? will indicate two variable letters, and so on. Example: "Appl?", search results will yield apple, apply… e , appl y … ( (often used to English word searches) )
* Indicates an unlimited number of variable letters to follow, from 1~n. Example: Enter "appl*", search results will yield apple, apples, apply, applied, application…(often used in English word searches) e , appl es , appl y , appl ied , appl ication … ( (often used to English word searches) )

Boolean logic combinations of key words is a skill used to expand or refine search parameters.
(1) AND (1) AND: Refines search parameters
(2) OR (2) OR: Expands search parameters (3) NOT: Excludes irrelevant parameters


DOI stands for Digital Object Identifier ( D igital O bject I dentifier ) ,
and is the unique identifier for objects on the internet. It can be used to create persistent link and to cite articles.

Using DOI as a persistent link

To create a persistent link, add「」 「 」 before a DOI.
For instance, if the DOI of an article is 10.5297/ser.1201.002 , you can link persistently to the article by entering the following link in your browser: 10.5297/ser.1201.002
The DOI link will always direct you to the most updated article page no matter how the publisher changes the document's position, avoiding errors when engaging in important research.

Cite a document with DOI

When citing references, you should also cite the DOI if the article has one. If your citation guideline does not include DOIs, you may cite the DOI link.

DOIs allow accurate citations, improve academic contents connections, and allow users to gain better experience across different platforms. Currently, there are more than 70 million DOIs registered for academic contents. If you want to understand more about DOI, please visit airiti DOI ) 。

Abstract 〈TOP〉
Parallel Abstract 〈TOP〉
Reference ( 24 ) 〈TOP〉
  1. 1. A. Gupta and S. Venkataraman (2013), “Reducing Price Volatility of Electricity Consumption for a Firm's Energy Risk Management,” The Electricity Journal, vol. 26, no. 3, pp. 89-105.
  2. 2. A. Ghanbari, S.F. Ghaderi, M.A. Azadeh (2010), “Adaptive Neuro-Fuzzy Inference System vs. Regression based approaches for annual electricity load forecasting,” IEEE International Conference on Computer and Automation Engineering, vol. 5, pp. 26-30.
  3. 3. D.C. Li, W.-Li. Dai, W.-T. Tseng (2011), “A two-stage clustering method to analyze customer characteristics to build discriminative customer management: A case of textile manufacturing business,” Expert Systems with Applications, vol. 38, no. 6, pp. 7186-7191.
  4. 4. D.F. Rogers, G.G. Polak (2013), “Optimal Clustering of Time Periods for Electricity Demand-Side Management,” IEEE Transactions on Power Systems, vol. 28, no. 4, pp. 3842-3851.
  5. 5. E. Carpaneto, G. Chicco, R. Napoli, M. Scutariu (2006), “Electricity customer classification using frequency–domain load pattern data,” International Journal of Electrical Power & Energy Systems, vol. 28, no. 1, pp. 13-20.
Times Cited (2) 〈TOP〉
  1. 安井伸介(2011)。中國無政府主義的思想基礎。臺灣大學政治學研究所學位論文。2011。1-264。 
  2. 吳嬑雯(2016)。電力用戶屬性關聯性之研究。屏東科技大學工業管理系所學位論文。2016。1-56。
Altmetrics 〈TOP〉
E-mail :
When an article is available to download, a notice will be sent to your mailbox address.
E-mail :