Eurasian Academy of Medicine and Dentistry Eurasian Academy of Medicine and Dentistry

Search

Search results:
Failure-Tolerant Design of Smart Drug Delivery Systems Using Control Logic, Risk Engineering, and Pharmaceutical Performance Principles
Smart drug delivery systems promise to transform therapy by linking drug release to physiological need, local microenvironmental cues, or algorithmic feedback. Their ambition is not merely to administer medicines more conveniently, but to create therapeutic platforms that sense, decide, and act. Yet this promise remains vulnerable to sensor errors, biological noise, material instability, actuator failure, and unpredictable patient behaviour. The dominant design philosophy in smart delivery has been shaped by precision, specificity, and near-perfect triggering. Systems are often evaluated as though the correct signal will be detected, the intended release pathway will activate, and the therapeutic response will follow the modelled trajectory. This assumption makes many platforms appear elegant in controlled studies but fragile in messy clinical environments. This perspective argues that smart drug delivery needs a failure-tolerant design paradigm. Rather than treating malfunction as an exceptional event to be eliminated, failure-tolerant design treats drift, delay, degradation, and misclassification as expected operating conditions. The aim is not to abandon precision, but to make precision recoverable when the system deviates from its intended state. The framework proposed here integrates control logic, risk engineering, and pharmaceutical performance principles. Control logic supplies feedback, fault detection, and adaptive recovery; risk engineering supplies structured failure anticipation and mitigation; pharmaceutical performance anchors every decision in pharmacokinetics, pharmacodynamics, material stability, and patient use. Together, these domains can move smart drug delivery beyond the brittle ideal of error-free function. The central claim is that smart drug delivery systems should be designed to fail intelligently. A clinically useful system must detect its own unreliability, degrade toward a safer state, activate independent recovery pathways, and preserve therapeutic performance within acceptable bounds. Such a shift would require new engineering practice, new regulatory expectations, and a more honest understanding of biological variability.
Journal of Applied Pharmaceutical Technologies and Systems
Original Research | Open access | 10 July 2024 | Article: 167
Filters
Clear All

Subject
Advanced Characterization of Bio-Nano Systems Advanced Drug Delivery Technologies Automation, Robotics and Digitalization in Pharmaceutical Manufacturing Bio-Nano Environmental Monitoring and Remediation Bio-Nano Interfaces and Interactions Bio-Nano Reproducibility, Standardization, Quality and Regulation Bio-Nano Systems Bio-Nano Technologies for Food, Agriculture and Industrial Biotechnology Bio-Nano Translation, Scale-up and Manufacturing Bio-enabled and Bio-inspired Nanoscale Materials Bioactive Scaffolds and Biomimetic Materials Biocompatibility, Biodistribution and Degradation Bioelectronics and Nano-Bioelectronics Biological Information Transfer and Bio-inspired Communication Systems Biologics Manufacturing Technologies Biomaterials Biopharmaceutical Processing and Manufacturing Biosensors, Nanosensors and Bioanalytical Platforms Clinical and Biomedical Technologies Computational Modeling and Simulation of Bio-Nano Systems Controlled, Targeted and Responsive Delivery Platforms Data and Reporting Standards Diagnostic and Therapeutic Applications Drug Delivery Systems Drug Formulation and Dosage-form Development Environmental Fate and Risk Evaluation of Bio-Nano Materials Good Manufacturing Practice (GMP) and Manufacturing Compliance Green Pharmaceutical Engineering and Resource Efficiency Green and Sustainable Synthesis of Nanomaterials Interdisciplinary Health Sciences Lab-on-chip and Micro/Nanofluidic Systems Lyophilization Machine Learning and Data-driven Methods for Bio-Nano Systems Medical and Dental Applications Modeling, Simulation and Computational Methods for Pharmaceutical Processes Molecular and Nanoscale Communication Nano-Bio Imaging and Contrast Agents Nano-enabled Biomedical Technologies Nano-enabled Drug Delivery Nanobiotechnology and Bionanotechnology Nanomaterials for Biomedical and Biological Applications Nanomedicine and Nano-enabled Therapeutic Systems Nanopharmaceuticals Nanotechnology Nanotechnology in Dentistry and Oral Health Nanotoxicology and Bio-Nano Safety Assessment Open Science Optical and Photonic Bio-Nano Systems Pharmaceutical Contamination Control Pharmaceutical Engineering Pharmaceutical Manufacturing Sustainability Pharmaceutical Manufacturing Systems Pharmaceutical Manufacturing Technologies Pharmaceutical Materials and Excipients Pharmaceutical Nanotechnology Pharmaceutical Packaging and Container-closure Systems Pharmaceutical Particle Engineering and Processing Pharmaceutical Process Development Pharmaceutical Process Monitoring and Real-time Quality Assurance Pharmaceutical Process Optimization Pharmaceutical Process Validation Pharmaceutical Production Systems Pharmaceutical Production Technologies Pharmaceutical Quality Control and Quality Assurance Pharmaceutical Regulatory Science and Validation Studies Pharmaceutical Scale-up and Technology Transfer Pharmaceutical Stability, Storage and Cold Chain Pharmaceutical Supply, Distribution, Traceability and Serialization Pharmaceutical Technology Point-of-care Technologies Process Analytical Technology (PAT) Publication Ethics Quality and Production Technologies Quality by Design (QbD) and Design of Experiments Research Integrity Smart Materials with Nanoscale Structure or Function Sterile Manufacturing and Aseptic Processing Theranostics Tissue Engineering and Regenerative Medicine Translational Research Translational and Industrial Pharmaceutical Studies Wearable and Implantable Biointerfaces




Access type