Browse publications by year: 2023

  1. Mergbi M, Galloni MG, Aboagye D, Elimian E, Su P, Ikram BM, et al.
    Environ Sci Pollut Res Int, 2023 Jun;30(30):74544-74574.
    PMID: 37227629 DOI: 10.1007/s11356-023-27484-2
    An exponential rise in global pollution and industrialization has led to significant economic and environmental problems due to the insufficient application of green technology for the chemical industry and energy production. Nowadays, the scientific and environmental/industrial communities push to apply new sustainable ways and/or materials for energy/environmental applications through the so-called circular (bio)economy. One of today's hottest topics is primarily valorizing available lignocellulosic biomass wastes into valuable materials for energy or environmentally related applications. This review aims to discuss, from both the chemistry and mechanistic points of view, the recent finding reported on the valorization of biomass wastes into valuable carbon materials. The sorption mechanisms using carbon materials prepared from biomass wastes by emphasizing the relationship between the synthesis route or/and surface modification and the retention performance were discussed towards the removal of organic and heavy metal pollutants from water or air (NOx, CO2, VOCs, SO2, and Hg0). Photocatalytic nanoparticle-coated biomass-based carbon materials have proved to be successful composites for water remediation. The review discusses and simplifies the most raised interfacial, photonic, and physical mechanisms that might take place on the surface of these composites under light irradiation. Finally, the review examines the economic benefits and circular bioeconomy and the challenges of transferring this technology to more comprehensive applications.
    MeSH terms: Adsorption; Carbon*; Lignin*; Biomass
  2. Shar IA, Memon FA, Bheel N, Benjeddou O, Alwetaishi M
    Environ Sci Pollut Res Int, 2023 Jun;30(30):75879-75893.
    PMID: 37227640 DOI: 10.1007/s11356-023-27803-7
    Every day, more and more binding materials are being used in the construction industry all over the world. However, Portland cement (PC) is used as a binding material, and its production discharges a high amount of undesirable greenhouse gases into the environment. This research work is done to reduce the amount of greenhouse gases discharged during PC manufacturing and to reduce the cost and energy incurred in the cement manufacturing process by making effective consumption of industrial/agricultural wastes in the construction sector. Therefore, wheat straw ash (WSA) as an agricultural waste is utilized as cement replacement material, while used engine oil as an industrial waste is utilized as an air-entraining admixture in concrete. This study's main goal was to examine the cumulative impact of both waste materials on fresh (slump test) and hardened concrete (compressive strength, split tensile strength, water absorption, and dry density). The cement was replaced by up to 15% and used engine oil incorporated up to 0.75% by weight of cement. Moreover, the cubical samples were cast for determining the compressive strength, dry density, and water absorption, while the cylindrical specimen was cast for evaluating the splitting tensile strength of concrete. The results confirmed that compressive and tensile strengths augmented by 19.40% and 16.67%, at 10% cement replacement by wheat straw ash at 90 days, respectively. Besides, the workability, water absorption, dry density, and embodied carbon were decreased as the quantity of WSA increased with the mass of PC, and all of these properties are increased with the incorporation of used engine oil in concrete after 28 days, respectively.
    MeSH terms: Carbon; Construction Materials; Industrial Waste; Waste Products; Water; Triticum*
  3. Ballouze R, Salhimi SM, Mohtar N, Fazalul Rahiman SS
    Future Med Chem, 2023 May;15(9):791-808.
    PMID: 37227702 DOI: 10.4155/fmc-2023-0016
    It is well established that endogenously produced dynorphin 1-17 (DYN 1-17) is susceptible to enzymatic degradation, producing a variety of unique fragments in different tissue matrices and disease pathologies. DYN 1-17 and its major biotransformation fragments have significant roles in neurological and inflammatory disorders upon interacting with opioid and non-opioid receptors at both central and peripheral levels, thus highlighting their potential as drug candidates. Nevertheless, their development as promising therapeutics is challenged by several issues. This review aims to provide the latest and comprehensive updates on DYN 1-17 biotransformed peptides, including their pharmacological roles, pharmacokinetic studies and relevant clinical trials. Challenges in their development as potential therapeutics and proposed solutions to overcome these limitations are also discussed.
    MeSH terms: Analgesics, Opioid; Biotransformation; Peptide Fragments/metabolism
  4. Neoh FP, Y A, Siti AA, Liza-Sharmini AT
    J Curr Glaucoma Pract, 2023;17(1):3-8.
    PMID: 37228307 DOI: 10.5005/jp-journals-10078-1391
    OBJECTIVE: To compare anterior segment biometry parameters in progress and non-progress primary angle closure glaucoma (PACG) among Malay and Chinese patients.

    MATERIALS AND METHODS: A cross-sectional study was conducted between November 2015 and December 2016 involving 75 patients with PACG (43 Malays and 32 Chinese) who were recruited from a single glaucoma center in Malaysia. Ocular examination included anterior segment biometry measurements on the selected eye. Axial length (AL) and anterior chamber depth (ACD) measurement was done using a noncontact partial coherence interferometer (IOL Master, Carl Zeiss, Germany). Anterior chamber angle (ACA) was measured by Anterior Segment-OCT (Spectralis Heidelberg, Germany). Humphrey visual field (HVF) 24-2 analysis of the same eye was conducted and compared with the HVF when diagnosis was made. Progression of PACG patients was assessed according to the Hodapp, Parrish and Anderson's (HPA) classification, they were then divided into progress and non-progress groups. Comparison of anterior segment biometry parameters between Malay and Chinese PACG patients with and without progression was analyzed using independent T test. Multivariate ANOVA analysis was used to compare the anterior segment parameters between progress and non-progress PACG patients, with adjustment for age, gender, lens status, family history and presence of diabetes mellitus.

    RESULTS: Chinese PACG patients have significant shorter AL (22.18 mm ± 0.76) and narrower ACA (11.96° ± 6.00) compared to Malay PACG patients. Among the progress group, Chinese PACG patients have significant shorter AL, shallower ACD and narrower ACA compared to Malays. However, after controlling for confounding factors, there was significant difference in ACA between Malay and Chinese PACG. There was also no significant difference of ocular biometry measurement between Chinese and Malay patients in progress and non-progress group.

    CONCLUSION: There was racial influence in ocular biometry measurement in PACG patients. Chinese have significant narrower ACA compared to Malays. Serial AS-OCT monitoring is important in management of PACG.

    HOW TO CITE THIS ARTICLE: Neoh FP, Azhany Y, Siti-Azrin AH, et al. Anterior Segment Biometry in Primary Angle Closure Glaucoma Patients with Visual Field Progression: Comparison between Malays and Chinese. J Curr Glaucoma Pract 2023;17(1):3-8.

  5. Baharudin N, Gendeh H, Teh HM
    Cureus, 2023 Apr;15(4):e38029.
    PMID: 37228521 DOI: 10.7759/cureus.38029
    An aerodigestive foreign body injury in the throat is an otorhinolaryngology (ORL) emergency. Button batteries and coins are the most common foreign body aspirations or ingestions among the paediatric population. An impacted button battery in the aerodigestive tract is a surgical emergency, requiring urgent removal to prevent complications arising from the corrosive nature of the button battery. We report two cases that were brought in with a history of foreign body ingestion. Both neck radiographs showed a double-ring opaque shadow. The first child had a button battery eroding into his oesophagus. The second case is an ideally impacted stack of coins of different sizes that mimic a double-ring shadow, better known as a halo sign, in an antero-posterior neck radiograph. These cases are unique in comparing ingested coins in alignment with a button battery and a radiological examination mimicking that of a button battery. In this report, we emphasize the importance of a thorough history, endoscopic examination, and the limitations of radiographs in the initial assessment of an ingested foreign body in terms of management and prediction of morbidity.
  6. Balasubaramaniam D, Lott PW, Iqbal T, Singh S
    Cureus, 2023 Apr;15(4):e38033.
    PMID: 37228527 DOI: 10.7759/cureus.38033
    Purtscher's retinopathy is a rare angiopathy reported in patients with a history of severe trauma and other systemic diseases. The diagnosis is made on clinical grounds, and the severity varies. A 41-year-old gentleman with underlying poorly controlled diabetes mellitus and dyslipidemia was referred to the ophthalmology department for diabetic retinopathy screening. He denied visual complaints. Ocular examination revealed a negative relative afferent pupillary defect with a visual acuity of 6/6 bilaterally. The anterior segment examination was unremarkable. Both eye (oculus uterque, OU) fundus revealed a pink disc with a cup-to-disc ratio of 0.4 and peripapillary flame-shaped hemorrhages. Right eye (oculus dexter, OD) also showed multiple cotton wool spots along the superotemporal arcade involving zones 1 and 2 of the retina, while left eye (oculus sinister, OS) showed a single cotton wool spot along the superotemporal arcade at zone 1 of the retina. Otherwise, there were no visible retinal emboli, dot hemorrhages, or hard exudates, and the macula was normal. The retinal features were not characteristic of diabetic retinopathy. It mimicked hypertensive retinopathy, but the patient was normotensive. The absence of inner retinal thickening and hyperreflectivity on optical coherence tomography of the macula ruled out retinal vein occlusion. This prompted us to elicit further history, and the patient disclosed a recent admission for myocardial infarction in which he received cardiopulmonary resuscitation with chest compressions for seven minutes. Hence, the diagnosis of OU Purtscher's retinopathy was made, and the patient was monitored closely in the clinic. Purtscher's retinopathy remains a diagnostic dilemma and should not be neglected in complex clinical contexts.
  7. Manoharan S, Mustapha M, Abdullah Suhaimi SN, Md Din N
    Cureus, 2023 Apr;15(4):e38046.
    PMID: 37228545 DOI: 10.7759/cureus.38046
    Post-thyroidectomy Horner's syndrome (HS) is a rare occurrence, and its probability increases when a modified radical neck dissection is performed. We present a case of a patient with papillary thyroid carcinoma who presented with Horner's syndrome one week after the right lateral dissection of the cervical lymph nodes. She underwent a complete thyroidectomy four months prior to this surgery. Both surgeries were uneventful intraoperatively. On examination, the right eye (RE) had partial ptosis with miosis and the absence of anhidrosis. A pharmacological test with phenylephrine 1% was used to localize the interruption of the oculosympathetic pathway with postganglionic third-order neuron involvement. She was treated conservatively, and her symptoms improved over time. Horner's syndrome is a rare and benign complication of post-thyroidectomy surgery with radical neck dissection surgery. Since it does not compromise visual acuity, the disease is constantly overlooked. However, in view of the facial disfigurement and the possibility of incomplete recovery, the patient needs to be forewarned regarding this complication.
  8. Hafeez A, Khan Z, Armaghan M, Khan K, Sönmez Gürer E, Abdull Razis AF, et al.
    Front Mol Biosci, 2023;10:1168298.
    PMID: 37228582 DOI: 10.3389/fmolb.2023.1168298
    Morusin is a natural product that has been isolated from the bark of Morus alba, a species of mulberry tree. It belongs to the flavonoid family of chemicals, which is abundantly present in the plant world and is recognized for its wide range of biological activities. Morusin has a number of biological characteristics, including anti-inflammatory, anti-microbial, neuro-protective, and antioxidant capabilities. Morusin has exhibited anti-tumor properties in many different forms of cancer, including breast, prostate, gastric, hepatocarcinoma, glioblastoma, and pancreatic cancer. Potential of morusin as an alternative treatment method for resistant malignancies needs to be explored in animal models in order to move toward clinical trials. In the recent years several novel findings regarding the therapeutic potential of morusin have been made. This aim of this review is to provide an overview of the present understanding of morusin's beneficial effects on human health as well as provide a comprehensive and up-to-date discussion of morusin's anti-cancer properties with a special focus on in vitro and in vivo studies. This review will aid future research on the creation of polyphenolic medicines in the prenylflavone family, for the management and treatment of cancers.
  9. Lim HM, Ng CJ, Abdullah A, Dalmazzo J, Lim WX, Lee KH, et al.
    Front Public Health, 2023;11:1132397.
    PMID: 37228723 DOI: 10.3389/fpubh.2023.1132397
    BACKGROUND: Online health misinformation about statins potentially affects health decision-making on statin use and adherence. We developed an information diary platform (IDP) to measure topic-specific health information exposure where participants record what information they encounter. We evaluated the utility and usability of the smartphone diary from the participants' perspective.

    METHODS: We used a mixed-method design to evaluate how participants used the smartphone diary tool and their perspectives on usability. Participants were high cardiovascular-risk patients recruited from a primary care clinic and used the tool for a week. We measured usability with the System Usability Scale (SUS) questionnaire and interviewed participants to explore utility and usability issues.

    RESULTS: The information diary was available in three languages and tested with 24 participants. The mean SUS score was 69.8 ± 12.9. Five themes related to utility were: IDP functions as a health information diary; supporting discussion of health information with doctors; wanting a feedback function about credible information; increasing awareness of the need to appraise information; and wanting to compare levels of trust with other participants or experts. Four themes related to usability were: ease of learning and use; confusion about selecting the category of information source; capturing offline information by uploading photos; and recording their level of trust.

    CONCLUSION: We found that the smartphone diary can be used as a research instrument to record relevant examples of information exposure. It potentially modifies how people seek and appraise topic-specific health information.

    MeSH terms: Smartphone; Cardiovascular Diseases*; Humans; Risk Factors; Access to Information; Electronic Health Records
  10. Sreeramareddy CT, Fernandez E, Feliu A
    Prev Med Rep, 2023 Aug;34:102226.
    PMID: 37228834 DOI: 10.1016/j.pmedr.2023.102226
    Little has been reported about hardening nor softening indicators in Africa where smoking prevalence is low. We aimed to examine the determinants of hardening in nine African countries. We conducted two separate analyses using data from the most recent Global Adult Tobacco Survey in Botswana, Cameroon, Egypt, Ethiopia, Kenya, Nigeria, Senegal, Tanzania, and Uganda (total sample of 72,813 respondents): 1) multilevel logistic regression analysis to assess individual and country-level factors associated with hardcore, high dependence, and light smoking.; 2) a Spearman-rank correlation analysis to describe the association between daily smoking and hardcore, high dependence, and light smoking at an ecological level. Age-standardized daily smoking prevalence varied from 37.3% (95 %CI: 34.4, 40.3) (Egypt) to 6.1% (95 %CI: 3.5, 6.3) (Nigeria) among men; and 2.3% (95 %CI: 0.7, 3.9) (Botswana) to 0.3% (95 %CI: 0.2, 0.7) (Senegal) among women. The proportion of hardcore and high-dependence smokers was higher among men whereas for light smokers the proportion was higher among women. At the individual level, higher age and lower education groups had higher odds of being hardcore smokers and having high dependence. Smoke-free home policies showed decreased odds of both being hardcore and highly dependent smokers daily smoking correlated weakly and negatively with hardcore smoking (r = -0.243, 95 %CI: -0.781, 0.502) among men and negatively with high dependence (r = -0.546, 95 %CI: -0.888, 0.185) and positively with light smokers (r = 0.252, 95 %CI: -0.495, 0.785) among women. Hardening determinants varied between the countries in the African region. Wide sex differentials and social inequalities in heavy smoking do exist and should be tackled.
  11. Seng Choi C
    Front Psychiatry, 2023;14:1170924.
    PMID: 37229395 DOI: 10.3389/fpsyt.2023.1170924
    Suicide has been the subject of exploration in psychoanalysis. From Freud's internalized aggression and self-objectification in melancholic depression to contributions from object relation and self-psychology theorists, several of these central clinical concepts seem to share the commonality that one encounters an inhibition of thinking in a suicidal state of mind. Their freedom of thought is inhibited unswervingly despite the notion that we are born to think. Most psychopathologies, including suicide, relate to how we are often stuck with our thoughts. Thinking beyond this sense comes with significant emotional resistance. This case report follows through an attempt to integrate the hypothesized inhibitions on one's capability to think, involving one's own core conflicts and dysfunctional mental processing from the traditional psychoanalytic and mentalizing perspectives. The author hopes that further conceptualizations and research will empirically investigate these assumptions, potentially improving suicide risk assessment and prevention and enhancing psychotherapeutic outcomes.
  12. GBD 2019 Chronic Respiratory Diseases Collaborators
    EClinicalMedicine, 2023 May;59:101936.
    PMID: 37229504 DOI: 10.1016/j.eclinm.2023.101936
    BACKGROUND: Updated data on chronic respiratory diseases (CRDs) are vital in their prevention, control, and treatment in the path to achieving the third UN Sustainable Development Goals (SDGs), a one-third reduction in premature mortality from non-communicable diseases by 2030. We provided global, regional, and national estimates of the burden of CRDs and their attributable risks from 1990 to 2019.

    METHODS: Using data from the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2019, we estimated mortality, years lived with disability, years of life lost, disability-adjusted life years (DALYs), prevalence, and incidence of CRDs, i.e. chronic obstructive pulmonary disease (COPD), asthma, pneumoconiosis, interstitial lung disease and pulmonary sarcoidosis, and other CRDs, from 1990 to 2019 by sex, age, region, and Socio-demographic Index (SDI) in 204 countries and territories. Deaths and DALYs from CRDs attributable to each risk factor were estimated according to relative risks, risk exposure, and the theoretical minimum risk exposure level input.

    FINDINGS: In 2019, CRDs were the third leading cause of death responsible for 4.0 million deaths (95% uncertainty interval 3.6-4.3) with a prevalence of 454.6 million cases (417.4-499.1) globally. While the total deaths and prevalence of CRDs have increased by 28.5% and 39.8%, the age-standardised rates have dropped by 41.7% and 16.9% from 1990 to 2019, respectively. COPD, with 212.3 million (200.4-225.1) prevalent cases, was the primary cause of deaths from CRDs, accounting for 3.3 million (2.9-3.6) deaths. With 262.4 million (224.1-309.5) prevalent cases, asthma had the highest prevalence among CRDs. The age-standardised rates of all burden measures of COPD, asthma, and pneumoconiosis have reduced globally from 1990 to 2019. Nevertheless, the age-standardised rates of incidence and prevalence of interstitial lung disease and pulmonary sarcoidosis have increased throughout this period. Low- and low-middle SDI countries had the highest age-standardised death and DALYs rates while the high SDI quintile had the highest prevalence rate of CRDs. The highest deaths and DALYs from CRDs were attributed to smoking globally, followed by air pollution and occupational risks. Non-optimal temperature and high body-mass index were additional risk factors for COPD and asthma, respectively.

    INTERPRETATION: Albeit the age-standardised prevalence, death, and DALYs rates of CRDs have decreased, they still cause a substantial burden and deaths worldwide. The high death and DALYs rates in low and low-middle SDI countries highlights the urgent need for improved preventive, diagnostic, and therapeutic measures. Global strategies for tobacco control, enhancing air quality, reducing occupational hazards, and fostering clean cooking fuels are crucial steps in reducing the burden of CRDs, especially in low- and lower-middle income countries.

  13. Syed Mohd Hamdan SN, Rahmat RA, Abdul Razak F, Abd Kadir KA, Mohd Faizal Abdullah ER, Ibrahim N
    Leg Med (Tokyo), 2023 Sep;64:102275.
    PMID: 37229938 DOI: 10.1016/j.legalmed.2023.102275
    Sex estimation is crucial in biological profiling of skeletal human remains. Methods used for sex estimation in adults are less effective for sub-adults due to varied cranium patterns during the growth period. Hence, this study aimed to develop a sex estimation model for Malaysian sub-adults using craniometric measurements obtained through multi-slice computed tomography (MSCT). A total of 521 cranial MSCT dataset of sub-adult Malaysians (279 males, 242 females; 0-20 years old) were collected. Mimics software version 21.0 (Materialise, Leuven, Belgium) was used to construct three-dimensional (3D) models. A plane-to-plane (PTP) protocol was utilised to measure 14 selected craniometric parameters. Discriminant function analysis (DFA) and binary logistic regression (BLR) were used to statistically analyze the data. In this study, low level of sexual dimorphism was observed in cranium below 6 years old. The level was then increased with age. For sample validation data, the accuracy of DFA and BLR in estimating sex improved with age from 61.6% to 90.3%. All age groups except 0-2 and 3-6 showed high accuracy percentage (≥75%) when tested using DFA and BLR. DFA and BLR can be utilised to estimate sex for Malaysian sub-adult using MSCT craniometric measurements. However, BLR showed higher accuracy than DFA in sex estimation of sub-adults.
    MeSH terms: Adolescent; Adult; Cephalometry; Child; Child, Preschool; Female; Humans; Infant; Infant, Newborn; Male; Skull/anatomy & histology; Discriminant Analysis; Imaging, Three-Dimensional; Young Adult; Multidetector Computed Tomography; Body Remains
  14. Elwood JM
    N Z Med J, 2023 May 26;136(1576):32-39.
    PMID: 37230087 DOI: 10.26635/6965.6150
    MeSH terms: Breast Neoplasms*; Child; Dibutyl Phthalate; Female; Humans; Malaysia; Male; New Zealand/epidemiology; Maternal Exposure
  15. Swathy KK, Sarath Chandran C, Mukundan M, Sreejith KR, Sourav K, Jafna MC, et al.
    Exp Parasitol, 2023 Aug;251:108550.
    PMID: 37230323 DOI: 10.1016/j.exppara.2023.108550
    The control of mosquito breeding is an essential step towards the reduction of vector-borne disease outbreaks. Synthetic larvicidal agents produce resistance in vectors and cause safety concerns in humans, animals and aquatic species. The drawback of synthetic larvicides opened a new avenue for natural larvicidal agents, but poor dosage accuracy, need for frequent applications, low stability and sustainability are the major challenges with them. Hence, this investigation aimed to overcome those drawbacks by developing bilayer tablets loaded with neem oil to prevent mosquito breeding in stagnant water. The optimised batch of neem oil-bilayer tablets (ONBT) had 65%w/w hydroxypropyl methylcellulose K100M and 80%w/w ethylcellulose in its composition. After the completion of 4th week, 91.98 ± 0.871% azadirachtin was released from the ONBT, which was followed by a subsequent drop in the in vitro release. ONBT reported long-term larvicidal efficacy (>75%) and a good deterrent effect which was better than neem oil-based marketed products. The acute toxicity study on a non-target fish model (Poecilia reticulata), OECD Test No.203 confirmed the safety of the ONBT on non-target aquatic species. The accelerated stability studies predicted a good stability profile for the ONBT. The neem oil-based bilayer tablets can be used as an effective tool for the control of vector-borne diseases in society. The product may be a safe, effective and eco-friendly replacement for the existing synthetic as well as natural products in the market.
    MeSH terms: Aedes*; Animals; Humans; Insecticides*; Larva; Oils, Volatile*; Tablets; Mosquito Vectors
  16. Karimi K, Mojtabavi S, Tehrany PM, Nejad MM, Rezaee A, Mohtashamian S, et al.
    Int J Biol Macromol, 2023 Jul 01;242(Pt 3):124935.
    PMID: 37230442 DOI: 10.1016/j.ijbiomac.2023.124935
    The field of nanomedicine has provided a fresh approach to cancer treatment by addressing the limitations of current therapies and offering new perspectives on enhancing patients' prognoses and chances of survival. Chitosan (CS) is isolated from chitin that has been extensively utilized for surface modification and coating of nanocarriers to improve their biocompatibility, cytotoxicity against tumor cells, and stability. HCC is a prevalent kind of liver tumor that cannot be adequately treated with surgical resection in its advanced stages. Furthermore, the development of resistance to chemotherapy and radiotherapy has caused treatment failure. The targeted delivery of drugs and genes can be mediated by nanostructures in treatment of HCC. The current review focuses on the function of CS-based nanostructures in HCC therapy and discusses the newest advances of nanoparticle-mediated treatment of HCC. Nanostructures based on CS have the capacity to escalate the pharmacokinetic profile of both natural and synthetic drugs, thus improving the effectiveness of HCC therapy. Some experiments have displayed that CS nanoparticles can be deployed to co-deliver drugs to disrupt tumorigenesis in a synergistic way. Moreover, the cationic nature of CS makes it a favorable nanocarrier for delivery of genes and plasmids. The use of CS-based nanostructures can be harnessed for phototherapy. Additionally, the incur poration of ligands including arginylglycylaspartic acid (RGD) into CS can elevate the targeted delivery of drugs to HCC cells. Interestingly, smart CS-based nanostructures, including ROS- and pH-sensitive nanoparticles, have been designed to provide cargo release at the tumor site and enhance the potential for HCC suppression.
    MeSH terms: Humans; Precision Medicine
  17. Sharma N, Puri V, Mahajan S, Abualigah L, Zitar RA, Gandomi AH
    Sci Rep, 2023 May 25;13(1):8517.
    PMID: 37231039 DOI: 10.1038/s41598-023-35457-1
    Large-scale solar energy production is still a great deal of obstruction due to the unpredictability of solar power. The intermittent, chaotic, and random quality of solar energy supply has to be dealt with by some comprehensive solar forecasting technologies. Despite forecasting for the long-term, it becomes much more essential to predict short-term forecasts in minutes or even seconds prior. Because key factors such as sudden movement of the clouds, instantaneous deviation of temperature in ambiance, the increased proportion of relative humidity and uncertainty in the wind velocities, haziness, and rains cause the undesired up and down ramping rates, thereby affecting the solar power generation to a greater extent. This paper aims to acknowledge the extended stellar forecasting algorithm using artificial neural network common sensical aspect. Three layered systems have been suggested, consisting of an input layer, hidden layer, and output layer feed-forward in conjunction with back propagation. A prior 5-min te output forecast fed to the input layer to reduce the error has been introduced to have a more precise forecast. Weather remains the most vital input for the ANN type of modeling. The forecasting errors might enhance considerably, thereby affecting the solar power supply relatively due to the variations in the solar irradiations and temperature on any forecasting day. Prior approximation of stellar radiations exhibits a small amount of qualm depending upon climatic conditions such as temperature, shading conditions, soiling effects, relative humidity, etc. All these environmental factors incorporate uncertainty regarding the prediction of the output parameter. In such a case, the approximation of PV output could be much more suitable than direct solar radiation. This paper uses Gradient Descent (GD) and Levenberg Maquarndt Artificial Neural Network (LM-ANN) techniques to apply to data obtained and recorded milliseconds from a 100 W solar panel. The essential purpose of this paper is to establish a time perspective with the greatest deal for the output forecast of small solar power utilities. It has been observed that 5 ms to 12 h time perspective gives the best short- to medium-term prediction for April. A case study has been done in the Peer Panjal region. The data collected for four months with various parameters have been applied randomly as input data using GD and LM type of artificial neural network compared to actual solar energy data. The proposed ANN based algorithm has been used for unswerving petite term forecasting. The model output has been presented in root mean square error and mean absolute percentage error. The results exhibit a improved concurrence between the forecasted and real models. The forecasting of solar energy and load variations assists in fulfilling the cost-effective aspects.
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