Dr Sridhar Akiri

@gitam.edu

assistant professor
GITAM Deemed to be University

EDUCATION

M.Sc, M.Phil., MBA, Ph.D

RESEARCH INTERESTS

Reliability Theory
18

Scopus Publications

78

Scholar Citations

5

Scholar h-index

2

Scholar i10-index

Scopus Publications

  • AN INTEGRATED REDUNDANT RELIABILITY OPTIMIZATION FRAMEWORK FOR COHERENT HYBRID SYSTEMS USING LAGRANGE MULTIPLIER, HEURISTIC, AND INTEGER PROGRAMMING APPROACHES
    Journal of Theoretical and Applied Information Technology, 2026
  • Statistical Analysis of Dietary Patterns, Eating Habits, Demographic and Health Factors Influencing Lifestyle Disorders among Urban Adults: A Survey Based Study
    Iaeng International Journal of Applied Mathematics, 2026
  • OPTIMIZED RELIABILITY FRAMEWORK FOR SERIES-PARALLEL SYSTEMS: STRATEGIC REDUNDANCY ALLOCATION USING HAM AND IPM SOLUTIONS
    Journal of Theoretical and Applied Information Technology, 2025
  • Comparative Performance of Burr Type XII 3P, Dagum Type I 3P and Log-Logistic 3P Distributions in Modeling Ozone (O3), PM10 and PM2.5 Concentrations
    Arun Kumar Saripalli, Sridhar Akiri, Rekha Sarode, B. V. Nagarjuna Vasili, M. Ramanaiah
    Research Journal of Chemistry and Environment, 2025
    This study investigates the suitability of three parameters continuous probability distributions-Burr Type XII 3P, Dagum Type I 3P and Log-Logistic 3P-in modeling secondary air pollutants: ozone (O₃), particulate matters (PM₁₀ and PM₂.₅) in Visakhapatnam, an urban region having rapid industrialization. By employing rigorous statistical techniques including maximum likelihood estimation (MLE) and bootstrapping, we estimate distribution parameters and validate model fit through diagnostic plots-skewness vs. kurtosis, P-P and Q-Q plots as well as goodness-of-fit test-statistics, such as Kolmogorov-Smirnov(KS), Anderson-Darling(AD) and Cramér von Mises(CvM) tests. Additional, performance metrics including Akaike information criterion(AIC), Bayesian information criterion(BIC), evaluation metrics like mean absolute error(MAE), mean absolute percentage error(MAPE), mean squared error(MSE), root mean squared error(RMSE) and coefficient of determination(R²) and cross-validation, were also applied to ensure model robustness. Results indicate that the Burr Type XII 3P distribution most effectively models the high variability and skewed nature of O₃ concentrations, while the Dagum Type I 3P distribution provides the best fit for PM₁₀ and both Burr Type XII 3P and Log-Logistic 3P distributions are suitable for PM₂.₅. These findings offer new insights into the behavior of secondary pollutants, supporting the development of robust air quality monitoring frameworks. R software facilitated all numerical analyses and visualizations of data suited to environmental data modeling.
  • Statistical Distribution Models for Airborne VOCs (Xylene, Toluene and Benzene) in Visakhapatnam using Burr XII 3P, Log-Logistic 3P and Dagum-I 3P Distributions
    Research Journal of Chemistry and Environment, 2025
  • AN INTEGRATED RELIABILITY MODEL FOR SERIES-PARALLEL SYSTEMS: OPTIMIZING REDUNDANCY ALLOCATION WITH INTERNAL RATE OF RETURN USING HEURISTIC AND DYNAMIC PROGRAMMING APPROACHES
    Journal of Theoretical and Applied Information Technology, 2025
  • Fuzzy Risk Analysis Based on Ranking Fuzzy Numbers by a Novel Defuzzification Technique with Vagueness in Lower Decision Levels
    Iaeng International Journal of Applied Mathematics, 2025
  • Statistical Modeling of Daily Average Levels of Carbon Monoxide (CO), Sulfur Dioxide (SO2), and Nitric Oxide (NO) in Visakhapatnam Using the Burr-XII Distribution
    Iaeng International Journal of Applied Mathematics, 2025
  • Ordering Fuzzy Numbers by a Novel Defuzzification Technique Using Volumes-An Application to Type 2 Diabetes Risk Assessment
    Iaeng International Journal of Computer Science, 2025
  • Optimizing Parallel-Series Configurations for Reliability: Enhancing Integrated Redundancy
    Iaeng International Journal of Applied Mathematics, 2025
  • Enhancing Reliability of Series-Parallel systems: A Novel Mathematical Model for Redundancy Allocation
    Ramadevi Surapati, Sridhar Akiri, Srinivasa Rao Velampudi, Vasili B V Nagarjuna, Potluri S. S. Swethan, et al.
    European Journal of Pure and Applied Mathematics, 2025
  • Testing uniformity on the circle using spacings when data are rounded
    S. Rao Jammalamadaka, Kaushik Ghosh, Sridhar Akiri
    Statistics and Probability Letters, 2024
  • A DETAILED CASE STUDY OF AN INTEGRATED REDUNDANT RELIABILITY MODEL USING THE PARALLEL-SERIES CONFIGURATION
    Journal of Theoretical and Applied Information Technology, 2024
  • Integrated Redundant Reliability Model using k out of n Configuration with Integer Programming Approach
    Statistics and Applications, 2024
  • A Comparative Study of Lagrangean Multiplier Method and Integer Programming Approach for Efficiency Design in Parallel-Series Configuration
    Bhavani Kapu
    Communications on Applied Nonlinear Analysis, 2024
  • A COMPREHENSIVE CASE STUDY ON INTEGRATED REDUNDANT RELIABILITY MODEL USING k-out-of-n CONFIGURATION
    Reliability Theory and Applications, 2023
  • Design and evaluation of parallel-series IRM system
    Sridhar Akiri, P. Sasikala, Pavan Kumar Subbara, V.S.S Yadavalli
    System Assurances Modeling and Management, 2022
  • Design and evaluation of coherent redundant system reliability
    Sridhar Akiri, Pavan Kumar Subbara, P. Sasikala, Venkata S. Sarma Yadavalli
    Systems Reliability Engineering Modeling and Performance Improvement, 2021

RECENT SCHOLAR PUBLICATIONS

  • An Integrated Redundant Reliability Optimization Framework for Coherent Hybrid Systems Using Lagrange Multiplier, Heuristic, And Integer Programming Approaches
    RS Sai Uma Sankar Mandavilli, Sidhar Akiri, Srinivasa Rao Velampudi, Arun ...
    Journal of Theoretical and Applied Information Technology 104 (07), 245-259 , 2026
    2026
  • Modeling daily ambient concentration of nitrogen oxide (NO2) and Ammonia (NH3) using 3P Dagum-Type-I distribution
    RM Arun Kumar Saripalli, Sridhar Akiri, Ramadevi, K Laxmi
    Research Journal of Chemistry and Environment 30 (04), 01-12 , 2026
    2026
  • Statistical Analysis of Dietary Patterns, Eating Habits, Demographic and Health Factors Influencing Lifestyle Disorders among Urban Adults: A Survey Based Study
    AK Saripalli, GS Kumar, K Neelima, S Akiri, PE Satyanarayana
    IAENG International Journal of Applied Mathematics 56 (3), 1202-1213 , 2026
    2026
  • Optimizing Parallel-Series Configurations for Reliability: Enhancing Integrated Redundancy
    CC Sridhar Akiri, Bhavani Kapu, Peddi Phani Bushan Rao, Arun Kumar Saripalli
    International Journal of Applied Mathematics 55 (10), 3104-3111 , 2025
    2025
  • Optimized Reliability Framework for Series-Parallel Systems: Strategic Redundancy Allocation Using HAM And IPM Solutions
    BKPPR Sridhar Akiri, Ramadevi Surapati, Srinivasa Rao Velampudi, Arun Kumar ...
    Journal of Theoretical and Applied Information Technology 103 (13), 4896-4911 , 2025
    2025
  • Fuzzy Risk Analysis Based on Ranking Fuzzy Numbers by a Novel Defuzzification Technique with Vagueness in Lower Decision Levels
    PPB Rao, BD Rani, A Sridhar
    IAENG International Journal of Applied Mathematics 55 (5), 1003-1013 , 2025
    2025
  • Comparative Performance of Burr Type XII 3P, Dagum Type I 3P and Log-Logistic 3P Distributions in Modeling Ozone (O₃), PM₁₀ and PM₂.₅ Concentrations
    RM Arun Kumar Saripalli, Sridhar Akiri, Rekha Sarode, Vasili B V Nagarjuna
    Research Journal of Chemistry and Environment 29 (04), 39-56 , 2025
    2025
  • Statistical Modeling of Daily Average Levels of Carbon Monoxide (CO), Sulfur Dioxide (SO2), and Nitric Oxide (NO) in Visakhapatnam Using the Burr-XII Distribution
    AK Saripalli, S Akiri, S Rekha
    IAENG International Journal of Applied Mathematics 55 (4), 742-753 , 2025
    2025
  • Statistical Distribution Models for Airborne VOCs (Xylene, Toluene and Benzene) in Visakhapatnam using Burr XII 3P, Log-Logistic 3P and Dagum-I 3P Distributions
    RM Arun Kumar Saripalli, Sridhar Akiri, Rekha Sarode, Adilakshmi Siripurapu
    Research Journal of Chemistry and Environment 29 (03), 39-51 , 2025
    2025
  • Ordering Fuzzy Numbers by a Novel Defuzzification Technique Using Volumes-An Application to Type 2 Diabetes Risk Assessment.
    P Sasikala, PPB Rao, L Abdullah, A Sridhar
    IAENG International Journal of Computer Science 52 (3) , 2025
    2025
  • An Integrated Reliability Model for Series-Parallel Systems: Optimizing Redundancy Allocation with Internal Rate of Return Using Heuristic and Dynamic Programming Approaches
    SUSMSRV Ramadevi Surapati, Sridhar Akiri, Bhavani Kapu, Arun Kumar Saripalli
    Journal of Theoretical and Applied Information Technology 103 (04), 1487-1502 , 2025
    2025
  • Enhancing Reliability of Series-Parallel Systems: A Novel Mathematical Model for Redundancy Allocation
    BK Ramadevi Surapati, Sridhar Akiri, Srinivasa Rao Velampudi , Vasili B.V ...
    European Journal of Pure and Applied Mathematics 18 (01), 01-23 , 2025
    2025
    Citations: 3
  • Testing uniformity on the circle using spacings when data are rounded
    SR Jammalamadaka, K Ghosh, S Akiri
    Statistics & Probability Letters 210, 110114 , 2024
    2024
    Citations: 1
  • A detailed case study of an integrated redundant reliability model using the parallel-series configuration
    B Kapu, S Akiri, SRAO VELAMPUDI, P KUMAR, RS SUBBARA
    Journal of Theoretical and Applied Information Technology 102 (11) , 2024
    2024
    Citations: 2
  • Integrated Redundant Reliability Model using k out of n Configuration with Integer Programming Approach
    PKS Srinivasa Rao Velampudi, Sridhar Akiri
    Statistics and Applications 22 (01), 137-147 , 2024
    2024
    Citations: 4
  • Markov Model’s Probability Distributions for Study of SBI E-Card Transaction
    S Rekha, S Akiri, TR Padi, GF Dar
    International Journal of Statistics and Reliability Engineering 10 (2), 317-324 , 2023
    2023
  • A Comprehensive Case Study on Integrated Redundant Reliability Model Using k-out-of-n Configuration
    SR Velampudi, S Akiri, PK Subbara, VSS Yadavalli
    Reliability: Theory & Applications 18 (1 (72)), 110-119 , 2023
    2023
    Citations: 7
  • Design and implementation of an integrated redundant reliability system for k out of n configuration
    SR Velampudi, S Akiri, KR Yenda
    NeuroQuantology 20 (19), 998 , 2022
    2022
    Citations: 2
  • k-out-of-n systems growth study focusing on redundant reliability systems by using heuristic programming approach
    SR Velampudi, S Akiri, PK Subbara
    Mathematical Statistician and Engineering Applications 71 (4), 5602-5613 , 2022
    2022
    Citations: 1
  • System Assurances: Modeling and Management
    P Johri, A Anand, J Vain, J Singh, MT Quasim
    Academic Press , 2022
    2022
    Citations: 13

MOST CITED SCHOLAR PUBLICATIONS

  • System Assurances: Modeling and Management
    P Johri, A Anand, J Vain, J Singh, MT Quasim
    Academic Press , 2022
    2022
    Citations: 13
  • The k-out-of-n Redundant IRM Optimization with multiple constraints
    A Sridhar, S Pavankumar, YR Reddy, G Sankaraiah, C Umashankar
    International Journal , 2013
    2013
    Citations: 10
  • A Comprehensive Case Study on Integrated Redundant Reliability Model Using k-out-of-n Configuration
    SR Velampudi, S Akiri, PK Subbara, VSS Yadavalli
    Reliability: Theory & Applications 18 (1 (72)), 110-119 , 2023
    2023
    Citations: 7
  • Systems Reliability Engineering: Modeling and Performance Improvement
    A Kumar, M Ram
    Walter de Gruyter GmbH & Co KG , 2021
    2021
    Citations: 5
  • Optimization of Integrated Redundant Reliability Coherent Systems – Heuristic Method
    SP Pavankumar Subbara, Sridhar Akiri
    Journal Critical Reviews 7 (5), 2480-2491 , 2020
    2020
    Citations: 5
  • Optimization of IRM Series-Parallel and Parallel-Series Redundant System
    PS Sasikala P, Sridhar Akiri
    Journal Critical Reviews 7 (17), 1801-1811 , 2020
    2020
    Citations: 5
  • Solution of Transportation Problem with South-East Corner Method, North-East Corner Method and Comparison with Existing Method
    S Sasikala
    OALib , 2019
    2019
    Citations: 5
  • Optimization of IRM Parallel-Series Redundant System
    P Sasikala, A Sridhar, S Pavankumar, C Umashankar
    International Journal of Engineering Research & Technology (IJERT) 2 (2) , 2013
    2013
    Citations: 5
  • Integrated Redundant Reliability Model using k out of n Configuration with Integer Programming Approach
    PKS Srinivasa Rao Velampudi, Sridhar Akiri
    Statistics and Applications 22 (01), 137-147 , 2024
    2024
    Citations: 4
  • Studies on the effect of nitrogen, phosphorous and potassium on growth and yield of guava (Psidium guajava L.) cultivars under meadow system of planting
    N Thirupathi, M Raj Kumar, A Kiran Kumar, D Sridhar, S Shiva Kumar
    Res Environ Life Sci 9 (2), 241-244 , 2016
    2016
    Citations: 4
  • Enhancing Reliability of Series-Parallel Systems: A Novel Mathematical Model for Redundancy Allocation
    BK Ramadevi Surapati, Sridhar Akiri, Srinivasa Rao Velampudi , Vasili B.V ...
    European Journal of Pure and Applied Mathematics 18 (01), 01-23 , 2025
    2025
    Citations: 3
  • A detailed case study of an integrated redundant reliability model using the parallel-series configuration
    B Kapu, S Akiri, SRAO VELAMPUDI, P KUMAR, RS SUBBARA
    Journal of Theoretical and Applied Information Technology 102 (11) , 2024
    2024
    Citations: 2
  • Design and implementation of an integrated redundant reliability system for k out of n configuration
    SR Velampudi, S Akiri, KR Yenda
    NeuroQuantology 20 (19), 998 , 2022
    2022
    Citations: 2
  • Design and evaluation of parallel-series IRM system
    S Akiri, P Sasikala, PK Subbara, VSS Yadavalli
    System Assurances, 189-208 , 2022
    2022
    Citations: 2
  • 9 Design and evaluation of coherent redundant system reliability
    S Akiri, PK Subbara, P Sasikala, VSS Yadavalli
    Systems Reliability Engineering, 137-152 , 2021
    2021
    Citations: 2
  • Testing uniformity on the circle using spacings when data are rounded
    SR Jammalamadaka, K Ghosh, S Akiri
    Statistics & Probability Letters 210, 110114 , 2024
    2024
    Citations: 1
  • k-out-of-n systems growth study focusing on redundant reliability systems by using heuristic programming approach
    SR Velampudi, S Akiri, PK Subbara
    Mathematical Statistician and Engineering Applications 71 (4), 5602-5613 , 2022
    2022
    Citations: 1
  • Effects of solar eclipse on shortwave transmissions.
    EP Radhakrishnan, N Balan, AA Sridhar, K Usha Devi
    Proceedings of the Indian National Science Academy Part A 48, 325-333 , 1982
    1982
    Citations: 1
  • Design of a high resolution HF phased array for ionospheric applications at the equator
    N Balan, VN Nandakumar, S Chandrasekhar, KN Iyer, PB Rao, A Sridhar
    Indian Journal of Radio and Space Physics 8, 289-294 , 1979
    1979
    Citations: 1
  • An Integrated Redundant Reliability Optimization Framework for Coherent Hybrid Systems Using Lagrange Multiplier, Heuristic, And Integer Programming Approaches
    RS Sai Uma Sankar Mandavilli, Sidhar Akiri, Srinivasa Rao Velampudi, Arun ...
    Journal of Theoretical and Applied Information Technology 104 (07), 245-259 , 2026
    2026