de Kinderen, Sybren; Kaczmarek-Heß, Monika; Ma, Qin; Razo-Zapata, Iván S.:
Model-based valuation of smart grid initiatives : Foundations, open issues, requirements, and a research outlook
In: Data & Knowledge Engineering, Vol. 141 (2022), Article 102052
2022article/chapter in journalOA Hybrid
EconomicsComputer ScienceFaculty of Business Administration and Economics » Business Information Systems » Information Systems and Enterprise Modelling
Related: 1 publication(s)
Title in English:
Model-based valuation of smart grid initiatives : Foundations, open issues, requirements, and a research outlook
Author:
de Kinderen, SybrenUDE
LSF ID
57817
Other
connected with university
corresponding author
;
Kaczmarek-Heß, MonikaUDE
GND
1236451570
LSF ID
56321
ORCID
0000-0002-1621-2775ORCID iD
Other
connected with university
;
Ma, Qin
;
Razo-Zapata, Iván S.
Year of publication:
2022
Open Access?:
OA Hybrid
Web of Science ID
Scopus ID
Language of text:
English
Keyword, Topic:
Conceptual modeling ; Smart grid ; Valuation

Abstract in English:

To support the value assessment of technically feasible smart grid initiatives there exist several valuation methods. To determine whether those methods address all concerns relevant for smart grid valuation, we carry out a literature analysis aiming at (1) identifying existing valuation methods and the steps they propose, (2) identifying important valuation considerations, and (3) confronting these considerations with artifacts proposed by the existing valuation methods to identify open issues, requirements, and remaining challenges. Based on the conducted analysis we identify, among others, the following main deficiencies: (1) only a limited scope of concerns relevant to valuation is covered, particularly a systematic consideration of stakeholders goals, value exchange scenarios, and the IT infrastructure is lacking; and (2) a lack of instruments dedicated to fostering accessibility of valuation, in terms of establishing a shared understanding, communicating results, or actively involving different stakeholders in the process. Based on the findings, we suggest the application of conceptual modeling as an instrument to address the identified deficiencies. Therefore, we reflect on the role that current modeling approaches can play in smart grid valuation. This paper is a part of a larger project whose ultimate goal is to develop a model-based method for multi-perspective valuation of smart grid initiatives. The purpose of this paper is to establish a foundation for the realization of the envisioned method. The design of the model-based valuation method itself, its application and evaluation, are subjects of future work.