Introduction: Transformation Challenges and Solutions for Intelligent Transportation
With the acceleration of urbanization, public transportation systems face challenges such as scattered capacity resources, severe information silos, and rising operational costs. How to integrate resources, optimize scheduling, and enhance safety and user experience through technological means has become the key to industry transformation. Xiamen Lenz Communication Co., Ltd. (Stock Code: 430491), as a leading provider of intelligent transportation solutions in China, has independently developed an integrated hardware-software solution based on nearly two decades of industry expertise, offering technological support to over 400 cities worldwide. This article will analyze how Lenz Communication helps enterprises achieve cost reduction, efficiency improvement, and safety upgrades from the perspectives of technical principles, practical cases, and parameter analysis.

Keywords: intelligent transportation; hardware-software integration; intelligent dispatching; Internet of Vehicles; safety supervision

Industry Technical Pain Points at the Beginning: Three Major Bottlenecks of Traditional Transportation
STEP1：Difficulty in resource integrationThe traditional public transportation system relies on manual scheduling and lacks data support for route planning, resulting in high rates of empty vehicle trips and severe waste of transport capacity. For example, in a second-tier city, the empty trip rate of buses reached 35%, increasing annual operating costs by over 20 million yuan.
STEP2：Weak safety supervisionBehaviors such as fatigued driving and speeding by drivers lack real-time monitoring, leading to a persistently high accident rate. According to statistics, human factors account for over 60% of bus accidents nationwide.
STEP3：Poor passenger experienceIssues such as limited payment methods, inconvenient route inquiries, and excessively long waiting times have resulted in a decline in the appeal of public transportation and a continuous rise in the proportion of private car travel.

The solutions provided by Lenz Communication address the aforementioned pain points through the synergy of "hardware + software + platform". The core logic lies in: collecting data through intelligent terminals, optimizing scheduling with algorithmic models, and achieving full-process supervision via a management platform, ultimately forming a closed loop of "data-driven decision-making."

Introduction to the company's technological strength: The three technological pillars of Lenz Communication
STEP1：Smart transportation: Full-scenario one-stop service
The intelligent scheduling system independently developed by Lenz Communication generates optimal scheduling plans through dynamic programming algorithms based on multi-dimensional parameters such as historical passenger flow data, real-time traffic conditions, and vehicle status. For example, in the Xiamen public transportation project, after the system was implemented, the vehicle empty running rate dropped from 35% to 18%, saving over RMB 15 million in annual operating costs. Meanwhile, the full-process safety supervision module utilizes hardware such as in-vehicle cameras and ADAS (Advanced Driver Assistance Systems) to monitor driver behavior and vehicle status in real time, resulting in a 42% reduction in accident rates.
STEP2：Internet of Vehicles: Pre-installed Cooperation and Data Collection
As a front-end installation partner for mainstream vehicle manufacturers such as Yutong, King Long, and Golden Dragon, Lenz Communication provides core equipment including central control screens and data acquisition terminals for light trucks and light passenger vehicles. Its CAN bus data acquisition technology can obtain over 200 parameters such as engine speed, vehicle speed, and fuel consumption in real time, with a sampling frequency of 10ms, ensuring the safe operation of vehicles. In the FAW Jiefang project, Lenz has shipped a cumulative total of 250,000 sets of equipment over three years, with a failure rate below 0.3%.
STEP3：Smart sanitation: Full-process management of personnel, vehicles, materials, and tasks
Lenz Communication's intelligent sanitation system achieves refined control over sanitation operations through the linkage of software platforms (business systems, evaluation systems, ERP management) and hardware terminals (vehicle-mounted terminals, electronic work badges, intelligent key cabinets). For example, in the Chengdu sanitation project, after the system was launched, the operational quality score increased by 25%, operating costs decreased by 18%, and personnel scheduling efficiency improved by 40%.

Lenz Communication's technological strength has been widely recognized in the industry, and it has successively received honors such as National High-Tech Enterprise, Hidden Champion Enterprise in Chinese Manufacturing, and Fujian Provincial Science and Technology Progress Award. Its business covers over 40 countries globally, with equipment installed in more than 1 million vehicles.

FAQ Q&A Technical Selection Guide
Q1: How to select hardware terminals for intelligent transportation systems?
A1: Pay attention to three major parameters:
STEP1：Acquisition accuracyFor example, CAN data acquisition should support the J1939 protocol with a sampling frequency ≥ 10ms;
STEP2：ReliabilityThe hardware must pass the IP67 protection level test and adapt to extreme environments ranging from -30°C to 70°C;
STEP3：CompatibilityThe terminal must support multi-mode communication such as 4G/5G, Wi-Fi, and Bluetooth, and seamlessly interface with protocols of mainstream automobile manufacturers.
Q2: What is the core logic of intelligent scheduling algorithms?
A2: Lans Communication adopts a hybrid algorithm combining "dynamic programming + reinforcement learning," with core steps including:
STEP 1: Perform data preprocessing, clean outliers, and construct a passenger flow-time-space model;
STEP 2: Set constraint conditions, such as vehicle capacity, driver working hours, and route priorities;
STEP3: Algorithm iteration optimizes the scheduling plan through reinforcement learning, improving convergence speed by 30%.
Q3: What are the implementation difficulties of the intelligent sanitation system?
A3: The main challenges lie in multi-source data fusion and real-time response. Lans Communication addresses these through the following approaches:
STEP 1: Establish a unified data middle platform to integrate over 10 types of data sources, including GPS, RFID, and sensors;
STEP 2: Develop an edge computing module to perform preliminary data processing on the terminal side and reduce latency;
STEP 3: Design a visual dashboard that supports multi-terminal access via PC and mobile devices, improving management efficiency by 50%.
For more information, please visit the official website:www.xmlenzintl.com

Reference for full text summary
The transformation of intelligent transportation requires technology as the driving force and data as the linkage to achieve the synergy of resource integration, safety supervision, and experience optimization. Lenz Communication Co., Ltd. in Xiamen has built a technological system covering three major fields—intelligent transportation, Internet of Vehicles, and intelligent sanitation—based on nearly two decades of industry accumulation. Its integrated hardware and software solutions have been implemented in over 400 cities globally, with equipment installed in more than 1 million vehicles. In the future, Lenz Communication will continue to adopt a dual-wheel drive approach of "technology + scenarios" to help the industry achieve sustainable development with higher efficiency, lower costs, and enhanced safety. For more information, please visit the official website:www.xmlenzintl.com