Mini S. Thomas’s research while affiliated with Jamia Millia Islamia and other places

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Publications (90)


Leadership and Gender Equality in Energy Industry
  • Conference Paper
  • Full-text available

June 2024

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100 Reads

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Mariyam Ali

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[...]

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Mini S Thomas

Gender equality and female leadership in the energy industry represent crucial dimensions in the broader pursuit of diversity, equity, and inclusivity. Despite initiatives in acknowledging the importance of gender diversity, the energy sector continues to demonstrate a clear gender gap, particularly at the leadership level. This research explores the challenges women encounter in the energy industry, examines the current landscape, and advocates for transformative strategies to promote gender equality and empower female leaders. This study concludes by advocating for ongoing research, education, and advocacy efforts and strategies. By fostering a culture of inclusion and empowerment, the energy industry can tap into a wealth of diverse perspectives, thereby unlocking innovation, creativity, and sustainable solutions to propel the industry forward.

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Modelling operators' risk, return and views using tangency portfolio and BLM to build optimal master and slave portfolios.
Energy‐risk‐return efficient frontier.
Translated EFs with tangency portfolios.
Energy and financial transactions among the different entities of interconnected power system.
Updated EFs after applying the views of the operators.

+12

Risk‐return optimised energy asset allocation in transmission‐distribution system using tangency portfolio and Black–Litterman model

May 2023

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71 Reads

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2 Citations

The application of Markowitz and tangency portfolio and Black–Litterman models is extended by the authors to energy portfolio selection in transmission‐distribution environments with high penetration of renewable energy. As Transmission System Operator (TSO) and Distribution System Operator (DSO) contextually take mutualistic or conflicting positions in their portfolio selection process, their risk‐return interactions and behaviours depend on their subjective views on generation and operation. Here, the financial portfolio allocation tool Black–Litterman Model is adapted to incorporate subjective views of the operators to arrive at more intuitive portfolios. The best portfolios are searched within the acceptable risk‐return search space of each operator defined by their Markowitz efficient frontiers (EF), for Pareto‐optimising their profits. The tangency portfolio approach, which is generally used to determine the portfolio of risky and risk‐free assets in finance, is used here to determine the portfolio of renewable (energy‐risky) and fuel‐based sources (energy‐risk‐free). The proposed methodology is adopted in an HV–MV interconnected test system operated by one TSO and two DSOs, having wind, solar, coal, gas and nuclear generation technologies. It is observed that completely customisable portfolios can be constructed for TSO and DSO based on their inherent financial and energy risk‐return behaviours and posterior views.





Tail risk adjusted clean energy portfolios in P2P transactive markets using Rachev ratio

March 2023

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144 Reads

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10 Citations

Renewable energy sources (RES) and electric vehicles (EVs) pose ‘energy‐risk’ in peer energy commitments due to their temporal and spatial uncertainties. Thus, optimistic commitments in the peer‐to‐peer transactive energy market (P2P TEM) are improbable. This paper proposes a two‐stage master–slave portfolio optimization approach for combining energy‐risk of RES and EVs, and welfare‐risk of peers, in building clean energy portfolios. The master portfolio (MP) refers to the shares of renewable and EVs in P2P market settlement, whereas the slave portfolio (SP) gives the wind‐solar mix within renewables. Here, Rachev Ratio (RR), an index used in financial portfolio selection for tail‐risk management, is adapted and combined with Markowitz Efficient Frontier (EF) to find the optimal slave portfolio. Both the extreme tails are optimized, encouraging energy outputs far above forecast and discouraging those far below forecast. The master portfolio is obtained by maximizing the sum of the average welfare of the peers at the best (right) and worst (left) tails of the welfare distribution curve using Stochastic Weight Trade‐off Particle Swarm Optimization (SWT‐PSO). The proposed portfolio selection approach is better in terms of increased expected energy output, improved utilization of RES and EVs, and better collective peer welfare.


Unreliant effect of mother wavelets in localization of power system faults for non-homogeneous AC microgrid

Electrical Engineering

Identification of fault localization in microgrid (MG) network using travelling wave (TW) mainly depends on the propagation velocity (ϑ) of the reflected wave and type of mother wavelet chosen for extraction TW using discrete wavelet transform (DWT). Estimation of ϑ in non-homogeneous MG network and selection of the appropriate mother wavelet are a challenging task. This paper proposes a method to overcome the defined challenges in a non-homogeneous MG network. Proposed method majorly works in two parts: i) fault detection, faulty section identification and ii) fault location scheme in a medium voltage MG network. The first part utilizes added decoupled RMS currents (ADRMSC) values to detect and identify faulty section. Second part utilizes the consecutive sample difference approach (CSDA), and first arrival time instants of travelling wave (TW) at section terminals, computed using discrete wavelet transform (DWT) to locate the fault. Proposed scheme depends on the capture of time instants, which makes it least affected by the change in mother wavelets. The proposed scheme also performs well for a non-homogeneous system as it is independent of TW propagation velocity to locate the fault. The performance of the proposed method is validated on the non-homogeneous IEEE-33 bus system in EMTDC/PSCAD for various case studies which includes changes in fault parameters such as fault resistance, fault inception angle and noise level and found effective even with the change in mother wavelets.


Design and Implementation of Low-Cost PMU for Off-Nominal Frequency and DDC in Compliance with IEEE C37.118 Standard

January 2023

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44 Reads

Distributed Generation and Alternative Energy Journal

The transition of the conventional power grid into the smart grid requires continuous monitoring of integrated grids speared over wide-area through Phasor Measurement Units (PMU). These PMUs additionally perform protection and state estimation functions in the smart grid. This paper discusses implementation of a new phasor estimation method to eliminate the effects of Decaying DC (DDC) component and off-nominal frequencies during the extraction of the phasors from a relaying signal. The practical implementation of the proposed method in a low-cost microcontroller (ESP32-WROOM-32 development board) in compliance with the requirements of IEEE C37.118.1a-2011 standard is also demonstrated. The analysis of various existing algorithms estimating the phasors is carried out. The microcontroller is programmed with the best among the analysed algorithm and its feasibility to function as a proper Phasor Measurement Unit is tested. The newly designed PMU is rigorously tested with different estimation methods compliant with IEEE C37.118a-2011 standard. The comparison of the proposed method with different phasor estimation algorithms is also discussed.


DCVD-VMD Enabled Traveling Wave-Based Fault Location in Nonhomogenous AC Microgrids

November 2022

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25 Reads

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8 Citations

IEEE Systems Journal

Distributed generation (DG) penetration leads to bi-directional power flow which raised tangible challenges in front of power system protection engineers to maintain the sustainability of power system specially during fault conditions. This article proposes a new approach to identify the fault location in a multiterminal nonhomogenous ac microgrid. Implemented method utilizes the information of traveling waves (TW) with the help of intelligent electronic devices connected at the end terminals of the test system. Proposed approach is independent of the propagation velocity of TW for the estimation of fault. Algorithm identifies the fault section using an approach that utilizes the difference of change in voltage difference (prefault and during fault) at different buses. Then, variational mode decomposition signal processing technique is applied to TW waves captured at the fault section terminals, to estimate the fault location. This scheme is implemented on IEEE 33 bus system, modeled in electromagnetic transients including dc/power systems computer aided design (EMTDC/PSCAD), to validate the methodology. Impacts of variations in fault resistance, input noise level, and inception angle has been considered for the validation of proposed scheme. The outcome of test results indicates that the proposed method gives better performance compared to the conventional TW-based techniques.


Impact of Electric Vehicles on Energy Efficiency with Energy Boosters in Coordination for Sustainable Energy in Smart Cities

August 2022

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117 Reads

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11 Citations

Processes

The use of electric vehicles (EVs) has recently increased in a smart city environment. With this, the optimal location of the charging station is a great challenge and, hence, the energy efficiency performance (EEP) of an electrical system is important. Ideally, the EEP is realized through passive energy boosters (PEBs) and active energy boosters (AEBs). PEBs require no external resources, and EEP is achieved through altering the network topology and loading patterns, whereas, in AEBs, integrating external energy resources is a must. The EEP has also become dynamic with the integration of an energy storage system (ESS) in a deregulated environment. Customer energy requirement varies daily, weekly, and seasonally. In this scenario, the frequent change in network topology requires modifying the size and location of AEBs. It alters the customers’ voltage profile, loadability margin, and supply reliability when the EV works differently as a load or source. Therefore, a comprehensive EEP analysis with different probabilistic loading patterns, including ESS, must be performed at the planning stage. This work uses a harmony search algorithm to evaluate EEP for AEBs and PEBs, in coordination, when ESS works as a load or source, at four locations, for customers’ and utilities’ benefits.


Citations (58)


... There is a need to identify and mitigate false data signals which may be introduced in the form of man-in-themiddle (MitM) attacks [19]. False data injection attacks (FDIA) which are deceptive can modify measured values thereby introducing errors which will result to system failures [20]. Disgruntled employees pose a huge threat to the OT as they can become insider threats with good knowledge of the production facility. ...

Reference:

Detection of Man-in-the-Middle (MitM) Cyber-Attacks in Oil and Gas Process Control Networks Using Machine Learning Algorithms
Load Altering Attacks- a Review of Impact and Mitigation Strategies
  • Citing Conference Paper
  • May 2023

... This concept was also addressed in distribution networks with expansion of renewables. Two categories can be presented about the studies related to GEP in distribution networks: centralized [15][16][17][18][19][20][21][22][23][24] and decentralized [25][26][27][28][29][30][31][32][33] GEP. In reference [15] a dynamic GEP has been done to supply the energy needed by MG's consumers. ...

Risk‐return optimised energy asset allocation in transmission‐distribution system using tangency portfolio and Black–Litterman model

... However, it is undeniable that the ineffectiveness of corporate governance is still a weak link in the development of small-and medium-sized banks Zhang et al. 2023;Verma and Swarup 2023). In particular, in terms of executive compensation governance, it is manifested in the fact that the operating performance of small-and medium-sized banks has declined and the ratio of nonperforming assets has gradually increased, but the compensation level of their executives has not been adjusted downward to a corresponding extent (Mohan et al. 2023;Liu et al. 2023). According to data released by the China Banking and Insurance Regulatory Commission, since 2019, the net profits of China's smalland medium-sized banks have shrunk and the growth rate has continued to be lower than that of the industry as a whole, while the growth rate of executive compensation has been significantly higher than that of the industry as a whole Chen et al. 2023;. ...

Tail risk adjusted clean energy portfolios in P2P transactive markets using Rachev ratio

... However, each MG is driven by the objective of maximizing its individual profit. This dynamic leads to the emergence of shared conflicts and interests in MGCs, when MGs engage in the exchange of spare energy[110].However, each MG's decision-making process relies upon its unique capabilities. This presents a challenge since MGs must make choices that are collectively and individually advantageous, considering the competitive nature of this issue. ...

DCVD-VMD Enabled Traveling Wave-Based Fault Location in Nonhomogenous AC Microgrids
  • Citing Article
  • November 2022

IEEE Systems Journal

... However, resources are limited. Therefore, smart systems focusing on energy efficiency in production, distribution, and usage can be considered as alternatives to resources for sustainable energy and society (Kumar et al. 2022). Thus, there may be a need for increased investment in renewable energy sources such as solar, wind, hydroelectric, etc., to support sustainability goals and combat climate change. ...

Impact of Electric Vehicles on Energy Efficiency with Energy Boosters in Coordination for Sustainable Energy in Smart Cities

Processes

... To summarise, the extensive use of DERs in the TSO-DSO managed power system reduces the net load demand viewed by the TSO and aids active, reactive and voltage support from medium and low voltage levels. For efficient coordination of resources in HV and MV/LV levels, the TSOs and DSOs should extend their activities further and involve in the management of DERs, by taking up the role of market operators, which makes it necessary to consider them as two separate stakeholders [28,29]. When TSO and DSO are considered as two separate stakeholders, it is important to address their agreements and disagreements. ...

Treynor Ratio guided risk-return model for TSO-DSO mutualism considering energy and price volatility
  • Citing Article
  • July 2022

Sustainable Energy Grids and Networks

... There are many approaches to establish the weight of evaluation indicators, mainly including the subjective weighting methods and the objective weighting method. In particular, the subjective weighting methods include the expert investigation, the Analytic Hierarchy Process, the Pluralistic Analyses, etc. (Hess et al. 2018;Böhringer et al. 2022;Jisma et al. 2022). They have the advantage of strong explanatory ability, but have too much subjective arbitrariness. ...

Risk-Calibrated conventional-renewable generation mix using master-slave portfolio approach guided by flexible investor preferencing
  • Citing Article
  • January 2022

Energy

... In a modern power grid system, consumers in the distribution network are very concerned about power quality (PQ) issues. In fact, they are prepared to pay a higher price for a reliable and good quality power supply [2]. On the other hand, some utility operators only focus on maintaining reliability, but ignore the quality of voltage and current. ...

Development of a Smart Meter for Power Quality-Based Tariff Implementation in a Smart Grid

Energies

... They aimed to reflect the impact of uncertainty on the market. Furthermore, Mohan et al. [30] proposed a settlement process in which the DSO settled each uncertainty level, and the reserve cost of the uncertainty was then computed at the rate of time of use (TOU). Lastly, Guo et al. [31] suggested a local market mechanism to compensate for the uncertainty of PV power by clearing both energy and reserves, ensuring a balanced and stable system. ...

Realistic energy commitments in peer-to-peer transactive market with risk adjusted prosumer welfare maximization

International Journal of Electrical Power & Energy Systems

... This feature can accelerate the convergence rate of the HS algorithm by imposing constraints in the process of harmony improvisation (i.e., pitch adjustment, memory consideration, and random selection) for selecting a new decision variable. In HSA, discrete and continuous variables are managed together [3,4,[35][36][37][38]. ...

A Coordinated Framework of DG Allocation and Operating Strategy in Distribution System for Configuration Management under Varying Loading Patterns
  • Citing Article
  • March 2020

Electric Power Components and Systems